Add naive af support to webserver (#195)

* Update flake

* Remove cargo-kcov

* Make AdfParser publically accessible

* Fix mongodb version to 6

* Add naive AF support in Web

* Add missing doc strings

* Remove unused import

* Remove TODO comment

* Update DevSkim Action

* Upgrade flake

* Apply clippy suggestions

---------

Co-authored-by: monsterkrampe <monsterkrampe@users.noreply.github.com>

.dockerignore

@@ -0,0 +1,5 @@
+frontend/node_modules
+frontend/.parcel-cache
+server/mongodb-data
+target/debug
+

.envrc

@@ -1 +1 @@
-eval "$(lorri direnv)"
+use flake

.github/CONTRIBUTING.md

@@ -0,0 +1,81 @@
+# How to contribute
+
+We are really glad you are reading this, because we need developers to help this project come to fruition.
+
+## Folder structure
+
+The project is divided into two different cargo-projects under one rust-workspace.
+
+* `lib` is where the library is located
+* `bin` is where the binary is located
+* `res` is a folder, where different resources for testing and benchmarks are located (usually managed through `git submodules`
+
+Easy first tasks for contributing will be to integrate implemented features from the library, which are not represented in the binary.
+
+## Testing
+
+Please make sure to test your additional features.
+
+### Unit-Testing
+Unit tests are done for each module by an associated `test` sub-module.
+It can either be directly in the `<module.rs>` file or in an additional `test` sub-directory.
+Please try to generate meaningful tests, with sane data. It would be most appreciated if there are some real-world flavours.
+Add `quickcheck` tests whenever it is applicable.
+
+### Integration-Testing
+Integration testing is done in the related `tests` directory on the top-level of the crate.
+
+## Submitting changes
+
+Please send a [GitHub Pull Request to ellmau/adf-obdd](https://github.com/ellmau/adf-obdd/pull/new/main) with a clear list of what you've done (read more about [pull requests](http://help.github.com/pull-requests/)). When you send a pull request be sure to check open and claimed tickets first. We can always use more test coverage. Please follow our coding conventions (below).
+
+Always write a clear log message for your commits. One-line messages are fine for small changes, but bigger changes should have a commit-paragraph and/or a related and appropriately mentioned [issue](https://github.com/ellmau/adf-obdd/issues).
+
+Before creating the pull request be sure to check if
+- [ ] all already existing tests are passing,
+- [ ] new tests are passing,
+- [ ] `clippy` does not complain about your code, and
+- [ ] the code has been formatted with `rustfmt`.
+
+If you have done changes to any other folder than `lib` and `bin`, choose the `repository`-label for the pull request.
+
+We are monitoring our code-coverage through [coveralls](https://coveralls.io), so it is expected that additional changes do not reduce the test-coverage significantly.
+Keep in mind, that the current coverage-tools have some issues with rust-code and sometimes report lower code-coverage than it is in reality.
+
+Finally, if you create a pull request for work in progress, please mark this by creating a draft pull request.
+
+### Commit messages
+
+To create uniform and easy to read commit messages, please stick to the following conventions:
+
+  * Capitalise the first word
+  * Do not end the message title in punctuation
+  * Use imperative mood
+  * The message title shall not exceed 50 characters
+  * Be direct, do not use filler words (e.g. "I think", "maybe", "kind of", ...)
+  * Use [Github Issue/PR Keywords](https://docs.github.com/en/get-started/writing-on-github/working-with-advanced-formatting/using-keywords-in-issues-and-pull-requests) in the message description part where applicable
+  * Link to other related pull requests, issues, commits, comments, ... to have a concise representation of the context in the message description
+  * Sign your commit whenever possible
+  
+A commit message is usually consisting of the first line, the so-called `message-title`, one free line, and the `message description` which may take the following lines.
+
+## Coding conventions
+
+Start reading our code and you'll get the hang of it.
+
+  * We use `rustfmt` as code-convention. (you can use whatever styles you like, just let `rustfmt` format the code before you commit)
+  * We try to reduce redundancies in enumeration-variant names.
+  * We try to use the `where` clause over embedded clauses for better readability.
+  * We follow the code-conventions and naming-conventions of the current Rust version.
+  * We write `clippy`-conform code, so follow `clippy` suggestions where applicable. If you write a compiler-exception (i.e. `#[allow(...)]`) describe your decision to do so in a meaningful comment. We advise to mark this code-segment in the pull-request as a code-comment too. 
+  * `rustdoc` is obligatory for crate-exposed structures (e.g. `enum`, `struct`, `fn`, ...).
+  * `rustdoc` is nice to have for non-crate-exposed structures.
+  * We try to have one atomic commit for refactoring work done.
+  * Error-handling shall follow these guidelines:
+	* `panic!` (and `expect()`, `assert!`, `unreachable!` etc.) is fine for situations that should not occur, e.g., if there is some invariant that makes the situation impossible, or where graceful recovery is impossible, but not otherwise, and
+	* `unwrap()` should (almost?) always be `expect()` instead (exceptions are in tests).
+  * Use `unsafe` code only if :
+	* It is checked that there is no safe way to achieve the functionality,
+	* it has been discussed with the core development team in detail,
+	* the unsafe part is tested even more carefully than the rest of the code, and
+	* you will persistently insist on a detailed code-review

.github/ISSUE_TEMPLATE/bug_report.md

@@ -0,0 +1,33 @@
+---
+name: Bug report
+about: Create a report to help us improve
+title: ''
+labels: bug
+assignees: ''
+
+---
+
+**Describe the bug**
+A clear and concise description of what the bug is.
+
+**To Reproduce**
+Steps to reproduce the behavior:
+1. Input file
+2. Command Line Arguments used
+3. See error
+
+**Expected behavior**
+A clear and concise description of what you expected to happen.
+
+**Screenshots or Console-Output**
+If applicable, add screenshots or console-output to help explain your problem.
+
+**Desktop (please complete the following information):**
+ - OS and Distribution: [e.g. Manjaro LInux]
+ - Shell [e.g. bash, zsh]
+ - Version [e.g. 22]
+ - Download or Self-Compiled
+   - Rust Version [e.g. 1.59.0]
+
+**Additional context**
+Add any other context about the problem here.

.github/ISSUE_TEMPLATE/feature_request.md

@@ -0,0 +1,20 @@
+---
+name: Feature request
+about: Suggest an idea for this project
+title: ''
+labels: enhancement
+assignees: ''
+
+---
+
+**Is your feature request related to a problem? Please describe.**
+A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
+
+**Describe the solution you'd like**
+A clear and concise description of what you want to happen.
+
+**Describe alternatives you've considered**
+A clear and concise description of any alternative solutions or features you've considered.
+
+**Additional context**
+Add any other context or screenshots about the feature request here.

.github/dependabot.yml

@@ -0,0 +1,11 @@
+# To get started with Dependabot version updates, you'll need to specify which
+# package ecosystems to update and where the package manifests are located.
+# Please see the documentation for all configuration options:
+# https://docs.github.com/github/administering-a-repository/configuration-options-for-dependency-updates
+
+version: 2
+updates:
+  - package-ecosystem: "cargo" # See documentation for possible values
+    directory: "/" # Location of package manifests
+    schedule:
+      interval: "monthly"

.github/pull_request_template.md

@@ -0,0 +1,30 @@
+# What does this PR do?
+
+* Describe what the PR does
+* Reference issue/pr/discussion numbers and use the appropriate github-keywords
+
+# Checklist before creating a non-draft PR
+
+- [ ] All tests are passing
+- [ ] Clippy has no complains
+- [ ] Code is `rustfmt` formatted
+- [ ] Applicable labels are chosen (Note: it is not necessary to replicate the labels from the related issues)
+- [ ] There are no other open [Pull Requests](https://github.com/ellmau/adf-obdd/pulls) for the same update/change.
+  - [ ] If there is a good reason to have another PR for the same update/change, it is well justified.
+
+# Checklist on Guidelines and Conventions
+
+- [ ] Commit messages follow our guidelines
+- [ ] Code is self-reviewed
+- [ ] Naming conventions are met
+- [ ] New features are tested
+  - [ ] `quickcheck` has been considered
+  - [ ] All variants are considered and checked
+- Clippy Compiler-exceptions
+  - [ ] Used in a sparse manner
+  - [ ] If used, a separate comment describes and justifies its use
+- [ ] `rustdoc` comments are self-reviewed and descriptive
+- Error handling
+  - [ ] Use of `panic!(...)` applications is justified on non-recoverable situations
+  - [ ] `expect(...)` is used over `unwrap()` (except obvious test-cases)
+- [ ] No unsafe code (exceptions need to be discussed specifically)

.github/workflows/build.yml

@@ -19,7 +19,7 @@ jobs:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           RUSTTARGET: ${{ matrix.target }}
           EXTRA_FILES: "README.md LICENSE"
-          SRC_DIR: "."
+          SRC_DIR: "bin/"
   #release_without_not_required:
   #  name: release ${{ matrix.target }}
   #  runs-on: ubuntu-latest

.github/workflows/combine-prs.yml

@@ -0,0 +1,139 @@
+name: 'Combine PRs'
+
+# Controls when the action will run - in this case triggered manually
+on:
+  workflow_dispatch:
+    inputs:
+      branchPrefix:
+        description: 'Branch prefix to find combinable PRs based on'
+        required: true
+        default: 'dependabot'
+      mustBeGreen:
+        description: 'Only combine PRs that are green (status is success)'
+        required: true
+        default: true
+      combineBranchName:
+        description: 'Name of the branch to combine PRs into'
+        required: true
+        default: 'combine-prs-branch'
+      ignoreLabel:
+        description: 'Exclude PRs with this label'
+        required: true
+        default: 'nocombine'
+
+# A workflow run is made up of one or more jobs that can run sequentially or in parallel
+jobs:
+  # This workflow contains a single job called "combine-prs"
+  combine-prs:
+    # The type of runner that the job will run on
+    runs-on: ubuntu-latest
+
+    # Steps represent a sequence of tasks that will be executed as part of the job
+    steps:
+      - uses: actions/github-script@v3
+        id: fetch-branch-names
+        name: Fetch branch names
+        with:
+          github-token: ${{secrets.GITHUB_TOKEN}}
+          script: |
+            const pulls = await github.paginate('GET /repos/:owner/:repo/pulls', {
+              owner: context.repo.owner,
+              repo: context.repo.repo
+            });
+            branches = [];
+            prs = [];
+            base_branch = null;
+            for (const pull of pulls) {
+              const branch = pull['head']['ref'];
+              console.log('Pull for branch: ' + branch);
+              if (branch.startsWith('${{ github.event.inputs.branchPrefix }}')) {
+                console.log('Branch matched: ' + branch);
+                statusOK = true;
+                if(${{ github.event.inputs.mustBeGreen }}) {
+                  console.log('Checking green status: ' + branch);
+                  const statuses = await github.paginate('GET /repos/{owner}/{repo}/commits/{ref}/status', {
+                    owner: context.repo.owner,
+                    repo: context.repo.repo,
+                    ref: branch
+                  });
+                  if(statuses.length > 0) {
+                    const latest_status = statuses[0]['state'];
+                    console.log('Validating status: ' + latest_status);
+                    if(latest_status != 'success') {
+                      console.log('Discarding ' + branch + ' with status ' + latest_status);
+                      statusOK = false;
+                    }
+                  }
+                }
+                console.log('Checking labels: ' + branch);
+                const labels = pull['labels'];
+                for(const label of labels) {
+                  const labelName = label['name'];
+                  console.log('Checking label: ' + labelName);
+                  if(labelName == '${{ github.event.inputs.ignoreLabel }}') {
+                    console.log('Discarding ' + branch + ' with label ' + labelName);
+                    statusOK = false;
+                  }
+                }
+                if (statusOK) {
+                  console.log('Adding branch to array: ' + branch);
+                  branches.push(branch);
+                  prs.push('#' + pull['number'] + ' ' + pull['title']);
+                  base_branch = pull['base']['ref'];
+                }
+              }
+            }
+            if (branches.length == 0) {
+              core.setFailed('No PRs/branches matched criteria');
+              return;
+            }
+            core.setOutput('base-branch', base_branch);
+            core.setOutput('prs-string', prs.join('\n'));
+            
+            combined = branches.join(' ')
+            console.log('Combined: ' + combined);
+            return combined
+      # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it
+      - uses: actions/checkout@v2.3.3
+        with:
+          fetch-depth: 0
+      # Creates a branch with other PR branches merged together
+      - name: Created combined branch
+        env:
+          BASE_BRANCH: ${{ steps.fetch-branch-names.outputs.base-branch }}
+          BRANCHES_TO_COMBINE: ${{ steps.fetch-branch-names.outputs.result }}
+          COMBINE_BRANCH_NAME: ${{ github.event.inputs.combineBranchName }}
+        run: |
+          echo "$BRANCHES_TO_COMBINE"
+          sourcebranches="${BRANCHES_TO_COMBINE%\"}"
+          sourcebranches="${sourcebranches#\"}"
+          
+          basebranch="${BASE_BRANCH%\"}"
+          basebranch="${basebranch#\"}"
+          
+          git config pull.rebase false
+          git config user.name github-actions
+          git config user.email github-actions@github.com
+          
+          git branch $COMBINE_BRANCH_NAME $basebranch
+          git checkout $COMBINE_BRANCH_NAME
+          git pull origin $sourcebranches --no-edit
+          git push origin $COMBINE_BRANCH_NAME
+      # Creates a PR with the new combined branch
+      - uses: actions/github-script@v3
+        name: Create Combined Pull Request
+        env:
+          PRS_STRING: ${{ steps.fetch-branch-names.outputs.prs-string }}
+        with:
+          github-token: ${{secrets.GITHUB_TOKEN}}
+          script: |
+            const prString = process.env.PRS_STRING;
+            const body = 'This PR was created by the Combine PRs action by combining the following PRs:\n' + prString;
+            await github.pulls.create({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              title: 'Combined PR',
+              head: '${{ github.event.inputs.combineBranchName }}',
+              base: '${{ steps.fetch-branch-names.outputs.base-branch }}',
+              body: body
+            });

.github/workflows/devskim.yml

@@ -0,0 +1,34 @@
+# This workflow uses actions that are not certified by GitHub.
+# They are provided by a third-party and are governed by
+# separate terms of service, privacy policy, and support
+# documentation.
+
+name: DevSkim
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+  schedule:
+    - cron: '15 6 * * 4'
+
+jobs:
+  lint:
+    name: DevSkim
+    runs-on: ubuntu-latest
+    permissions:
+      actions: read
+      contents: read
+      security-events: write
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Run DevSkim scanner
+        uses: microsoft/DevSkim-Action@v1
+
+      - name: Upload DevSkim scan results to GitHub Security tab
+        uses: github/codeql-action/upload-sarif@v3
+        with:
+          sarif_file: devskim-results.sarif

.github/workflows/pr.yml

@@ -0,0 +1,57 @@
+name: CI PR
+
+on:
+  pull_request:
+    branches:
+      - main
+      - develop
+
+env:
+  RUST_BACKTRACE: 1
+
+jobs:
+  test:
+    name: Test Rust ${{ matrix.rust }} on ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - { rust: stable,           os: ubuntu-latest }
+          #- { rust: stable,           os: macos-latest }
+          #- { rust: stable,           os: windows-latest }
+          #- { rust: stable-i686-msvc, os: windows-latest }
+    steps:
+      - uses: actions/checkout@v2
+      - uses: hecrj/setup-rust-action@v1
+        with:
+          rust-version: ${{ matrix.rust }}
+      - run: cargo test --verbose --workspace
+      - run: cargo test --verbose --workspace --all-features
+      - run: cargo test --verbose --workspace --no-default-features
+      - run: cargo test --verbose --workspace --no-default-features -F benchmark
+
+  clippy:
+    name: Lint with clippy
+    runs-on: ubuntu-latest
+    env:
+      RUSTFLAGS: -Dwarnings
+    steps:
+      - uses: actions/checkout@v2
+      - uses: hecrj/setup-rust-action@v1
+        with:
+          components: clippy
+      - run: cargo clippy --workspace --all-targets --verbose
+      - run: cargo clippy --workspace --all-targets --verbose --no-default-features
+      - run: cargo clippy --workspace --all-targets --verbose --all-features
+      - run: cargo clippy --workspace --all-targets --verbose --no-default-features -F benchmark
+
+  rustfmt:
+    name: Verify code formatting
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: hecrj/setup-rust-action@v1
+        with:
+          components: rustfmt
+      - run: cargo fmt --all -- --check

.gitignore

@@ -1,6 +1,7 @@
 # Generated by Cargo
 # will have compiled files and executables
 /target/
+/bin/target/
 
 # Remove Cargo.lock from gitignore if creating an executable, leave it for libraries
 # More information here https://doc.rust-lang.org/cargo/guide/cargo-toml-vs-cargo-lock.html
@@ -20,3 +21,9 @@ tramp
 *_flymake*
 
 /tests/out/
+
+# Ignore direnv data
+/.direnv/
+
+# ignore perfdata
+perf.data

CITATION.cff

@@ -0,0 +1,62 @@
+# This CITATION.cff file was generated with cffinit.
+# Visit https://bit.ly/cffinit to generate yours today!
+
+cff-version: 1.2.0
+title: >-
+  Abstract Dialectical Frameworks solved by Binary
+  Decision Diagrams; developed in Dresden (ADF-BDD)
+message: >-
+  If you use this software, please cite it using the
+  metadata from this file. Note that related conference papers are accepted will appear soon. 
+type: software
+authors:
+  - given-names: Stefan
+    family-names: Ellmauthaler
+    email: stefan.ellmauthaler@tu-dresden.de
+    affiliation: 'KBS, TU Dresden'
+    orcid: 'https://orcid.org/0000-0003-3882-4286'
+repository-code: 'https://github.com/ellmau/adf-obdd'
+url: 'https://ellmau.github.io/adf-obdd/'
+abstract: >-
+  Solver for ADFs grounded, complete, and stable
+  semantics by utilising OBDDs - ordered binary
+
+  decision diagrams.
+keywords:
+  - binary decision diagrams
+  - argumentation frameworks
+  - argumentation tools
+license: MIT
+commit: 35bb36bfc5ee47b2ad864ead48907fdca5fc5ec4
+version: v0.2.4-beta.1
+date-released: '2022-04-22'
+preferred-citation:
+  authors:
+  - given-names: Stefan
+    family-names: Ellmauthaler
+    email: stefan.ellmauthaler@tu-dresden.de
+    affiliation: 'KBS, TU Dresden'
+    orcid: 'https://orcid.org/0000-0003-3882-4286'
+  - given-names: Sarah Allice
+    family-names: Gaggl
+    email: sarah.gaggl@tu-dresden.de
+    affiliation: 'TU Dresden'
+    orcid: 'https://orcid.org/0000-0003-2425-6089'
+  - given-names: Dominik
+    family-names: Rusovac
+    email: dominik.rusovac@tu-dresden.de
+    affiliation: 'TU Dresden'
+    orcid: 'https://orcid.org/0000-0002-3172-5827'
+  - given-names: Johannes Peter
+    family-names: Wallner
+    email: wallner@ist.tugraz.at
+    affiliation: 'TU Graz'
+    orcid: 'https://orcid.org/0000-0002-3051-1966'
+  title: "ADF-BDD: An ADF Solver Based on Binary Decision Diagrams"
+  type: conference
+  conference:
+    name: 9th International Conference on Computational Models of Argument
+    location: Cardiff
+    alias: COMMA
+    website: 'https://comma22.cs.cf.ac.uk/'
+  year: 2022

Cargo.toml

@@ -1,34 +1,7 @@
-[package]
+[workspace]
-name = "adf_bdd"
+members=[ "lib", "bin", "server" ]
-version = "0.2.0"
+default-members = [ "lib" ]
-authors = ["Stefan Ellmauthaler <stefan.ellmauthaler@tu-dresden.de>"]
-edition = "2021"
-repository = "https://github.com/ellmau/adf-obdd/"
-license = "GPL-3.0-only"
-exclude = ["res/", "./flake*", "*.nix", ".envrc", "_config.yml"]
 
-description = "Solver for ADFs grounded, complete, and stable semantics by utilising OBDDs - ordered binary decision diagrams"
+[profile.release]
-build = "build.rs"
+lto = "fat"
-
+codegen-units = 1
-
-# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
-[[bin]]
-name="adf_bdd"
-[dependencies]
-clap = "2.33.*"
-structopt = "0.3.25"
-log = { version = "0.4", features = [ "max_level_trace", "release_max_level_info" ] }
-env_logger = "0.9"
-nom = "7.1.0"
-lexical-sort = "0.3.1"
-serde = { version = "1.0", features = ["derive","rc"] }
-serde_json = "1.0"
-biodivine-lib-bdd = "0.3.0"
-
-[dev-dependencies]
-test-log = "0.2.*"
-quickcheck = "1"
-quickcheck_macros = "1"
-assert_cmd = "2.0"
-predicates = "2.1"
-assert_fs = "1.0"

Dockerfile

@@ -0,0 +1,36 @@
+# 1. BUILD-CONTAINER: Frontend
+FROM node:hydrogen-alpine
+
+WORKDIR /root
+
+COPY ./frontend /root
+
+RUN yarn && yarn build
+
+# 2. BUILD-CONTAINER: Server
+FROM rust:alpine
+
+WORKDIR /root
+
+RUN apk add --no-cache musl-dev
+
+COPY ./bin /root/bin
+COPY ./lib /root/lib
+COPY ./server /root/server
+COPY ./Cargo.toml /root/Cargo.toml
+COPY ./Cargo.lock /root/Cargo.lock
+
+RUN cargo build --workspace --release
+
+# 3. RUNTIME-CONTAINER: run server with frontend as assets
+FROM alpine:latest
+
+WORKDIR /root
+
+COPY --from=0 /root/dist /root/assets
+COPY --from=1 /root/target/release/adf-bdd-server /root/server
+
+EXPOSE 8080
+
+ENTRYPOINT ["./server"]
+

LICENSE

@@ -1,674 +1,21 @@
-                    GNU GENERAL PUBLIC LICENSE
+MIT License
-                       Version 3, 29 June 2007
+
-
+Copyright (c) 2022 Stefan Ellmauthaler
- Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
+
- Everyone is permitted to copy and distribute verbatim copies
+Permission is hereby granted, free of charge, to any person obtaining a copy
- of this license document, but changing it is not allowed.
+of this software and associated documentation files (the "Software"), to deal
-
+in the Software without restriction, including without limitation the rights
-                            Preamble
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-
+copies of the Software, and to permit persons to whom the Software is
-  The GNU General Public License is a free, copyleft license for
+furnished to do so, subject to the following conditions:
-software and other kinds of works.
+
-
+The above copyright notice and this permission notice shall be included in all
-  The licenses for most software and other practical works are designed
+copies or substantial portions of the Software.
-to take away your freedom to share and change the works.  By contrast,
+
-the GNU General Public License is intended to guarantee your freedom to
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-share and change all versions of a program--to make sure it remains free
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-software for all its users.  We, the Free Software Foundation, use the
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-GNU General Public License for most of our software; it applies also to
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-any other work released this way by its authors.  You can apply it to
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-your programs, too.
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-
+SOFTWARE.
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-                     END OF TERMS AND CONDITIONS
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-            How to Apply These Terms to Your New Programs
-
-  If you develop a new program, and you want it to be of the greatest
-possible use to the public, the best way to achieve this is to make it
-free software which everyone can redistribute and change under these terms.
-
-  To do so, attach the following notices to the program.  It is safest
-to attach them to the start of each source file to most effectively
-state the exclusion of warranty; and each file should have at least
-the "copyright" line and a pointer to where the full notice is found.
-
-    <one line to give the program's name and a brief idea of what it does.>
-    Copyright (C) <year>  <name of author>
-
-    This program is free software: you can redistribute it and/or modify
-    it under the terms of the GNU General Public License as published by
-    the Free Software Foundation, either version 3 of the License, or
-    (at your option) any later version.
-
-    This program is distributed in the hope that it will be useful,
-    but WITHOUT ANY WARRANTY; without even the implied warranty of
-    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    GNU General Public License for more details.
-
-    You should have received a copy of the GNU General Public License
-    along with this program.  If not, see <https://www.gnu.org/licenses/>.
-
-Also add information on how to contact you by electronic and paper mail.
-
-  If the program does terminal interaction, make it output a short
-notice like this when it starts in an interactive mode:
-
-    <program>  Copyright (C) <year>  <name of author>
-    This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
-    This is free software, and you are welcome to redistribute it
-    under certain conditions; type `show c' for details.
-
-The hypothetical commands `show w' and `show c' should show the appropriate
-parts of the General Public License.  Of course, your program's commands
-might be different; for a GUI interface, you would use an "about box".
-
-  You should also get your employer (if you work as a programmer) or school,
-if any, to sign a "copyright disclaimer" for the program, if necessary.
-For more information on this, and how to apply and follow the GNU GPL, see
-<https://www.gnu.org/licenses/>.
-
-  The GNU General Public License does not permit incorporating your program
-into proprietary programs.  If your program is a subroutine library, you
-may consider it more useful to permit linking proprietary applications with
-the library.  If this is what you want to do, use the GNU Lesser General
-Public License instead of this License.  But first, please read
-<https://www.gnu.org/licenses/why-not-lgpl.html>.

README.md

@@ -1,5 +1,26 @@
-![GitHub Workflow Status](https://img.shields.io/github/workflow/status/ellmau/adf-obdd/Code%20coverage%20with%20tarpaulin) [![Coveralls](https://img.shields.io/coveralls/github/ellmau/adf-obdd)](https://coveralls.io/github/ellmau/adf-obdd) ![GitHub release (latest by date including pre-releases)](https://img.shields.io/github/v/release/ellmau/adf-obdd?include_prereleases) ![GitHub (Pre-)Release Date](https://img.shields.io/github/release-date-pre/ellmau/adf-obdd?label=release%20from) ![GitHub top language](https://img.shields.io/github/languages/top/ellmau/adf-obdd) ![GitHub all releases](https://img.shields.io/github/downloads/ellmau/adf-obdd/total) ![GitHub Discussions](https://img.shields.io/github/discussions/ellmau/adf-obdd)
+[![Crates.io](https://img.shields.io/crates/v/adf-bdd-bin?label=crates.io%20%28bin%29)](https://crates.io/crates/adf-bdd-bin)
-# Solver for ADFs grounded semantics by utilising OBDDs - ordered binary decision diagrams
+[![Crates.io](https://img.shields.io/crates/v/adf_bdd?label=crates.io%20%28lib%29)](https://crates.io/crates/adf_bdd)
+[![docs.rs](https://img.shields.io/docsrs/adf_bdd?label=docs.rs)](https://docs.rs/adf_bdd/latest/adf_bdd/)
+![GitHub Workflow Status](https://img.shields.io/github/actions/workflow/status/ellmau/adf-obdd/codecov.yml?branch=main)
+[![Coveralls](https://img.shields.io/coveralls/github/ellmau/adf-obdd)](https://coveralls.io/github/ellmau/adf-obdd)
+![GitHub release (latest by date including pre-releases)](https://img.shields.io/github/v/release/ellmau/adf-obdd?include_prereleases)
+![GitHub (Pre-)Release Date](https://img.shields.io/github/release-date-pre/ellmau/adf-obdd?label=release%20from) ![GitHub top language](https://img.shields.io/github/languages/top/ellmau/adf-obdd)
+[![GitHub all releases](https://img.shields.io/github/downloads/ellmau/adf-obdd/total)](https://github.com/ellmau/adf-obdd/releases)
+![Crates.io](https://img.shields.io/crates/l/adf_bdd)
+[![GitHub Discussions](https://img.shields.io/github/discussions/ellmau/adf-obdd)](https://github.com/ellmau/adf-obdd/discussions) ![rust-edition](https://img.shields.io/badge/Rust--edition-2021-blue?logo=rust)
+
+# Abstract Dialectical Frameworks solved by (ordered) Binary Decision Diagrams; developed in Dresden (ADF-oBDD project)
+
+This project is currently split into three parts:
+- a [binary (adf-bdd)](bin), which allows one to easily answer semantics questions on abstract dialectical frameworks
+- a [library (adf_bdd)](lib), which contains all the necessary algorithms and an open API which compute the answers to the semantics questions
+- a [server](server) and a [frontend](frontend) to access the solver as a web-service available at https://adf-bdd.dev
+
+Latest documentation of the API can be found [here](https://docs.rs/adf_bdd/latest/adf_bdd/).
+The current version of the binary can be downloaded [here](https://github.com/ellmau/adf-obdd/releases).
+
+
+Do not hesitate to report bugs or ask about features in the [issues-section](https://github.com/ellmau/adf-obdd/issues) or have a conversation about anything of the project in the [discussion space](https://github.com/ellmau/adf-obdd/discussions)
 
 
 ## Abstract Dialectical Frameworks
@@ -7,48 +28,6 @@ An abstract dialectical framework (ADF) consists of abstract statements. Each st
 ## Ordered Binary Decision Diagram
 An ordered binary decision diagram is a normalised representation of binary functions, where satisfiability- and validity checks can be done relatively cheap.
 
-## Usage
-```
-USAGE:
-    adf_bdd [FLAGS] [OPTIONS] <input>
-
-FLAGS:
-        --com        Compute the complete models
-        --grd        Compute the grounded model
-    -h, --help       Prints help information
-        --import     Import an adf- bdd state instead of an adf
-    -q               Sets log verbosity to only errors
-        --an         Sorts variables in an alphanumeric manner
-        --lx         Sorts variables in an lexicographic manner
-        --stm        Compute the stable models
-    -V, --version    Prints version information
-    -v               Sets log verbosity (multiple times means more verbose)
-
-OPTIONS:
-        --export <export>         Export the adf-bdd state after parsing and BDD instantiation to the given filename
-        --lib <implementation>    choose the bdd implementation of either 'biodivine', 'naive', or hybrid [default:
-                                  biodivine]
-        --rust_log <rust-log>     Sets the verbosity to 'warn', 'info', 'debug' or 'trace' if -v and -q are not use
-                                  [env: RUST_LOG=debug]
-
-ARGS:
-    <input>    Input filename
-```
-
-Note that import and export only works if the naive library is chosen
-
-Right now there is no additional information to the computed models, so if you use --com --grd --stm the borders between the results are not obviously communicated.
-They can be easily identified though:
-- The computation is always in the same order
-  - grd
-  - com
-  - stm
-- We know that there is always exactly one grounded model
-- We know that there always exist at least one complete model (i.e. the grounded one)
-- We know that there does not need to exist a stable model
-- We know that every stable model is a complete model too
-
-
 ## Input-file format:
 Each statement is defined by an ASP-style unary predicate s, where the enclosed term represents the label of the statement.
 The binary predicate ac relates each statement to one propositional formula in prefix notation, with the logical operations and constants as follows:
@@ -60,34 +39,24 @@ The binary predicate ac relates each statement to one propositional formula in p
 - c(v): constant symbol "verum" - tautology/top
 - c(f): constant symbol "falsum" - inconsistency/bot
 
+# Features
+
+- `adhoccounting` will cache the modelcount on-the-fly during the construction of the BDD
+- `adhoccountmodels` allows in addition to compute the models ad-hoc too. Note that the memoization approach for modelcounting does not work correctly if `adhoccounting` is set and `adhoccountmodels` is not.
+
 # Development notes 
-To run all the tests placed in the submodule you need to run
+Additional information for contribution, testing, and development in general can be found here.
-```bash
+## Contributing to the project
-$> git submodule init
+You want to help and contribute to the project? That is great. Please see the [contributing guidelines](https://github.com/ellmau/adf-obdd/blob/main/.github/CONTRIBUTING.md) first.
-```
-at the first time.
-Afterwards you need to update the content of the submodule to be on the currently used revision by
-```bash
-$> git submodule update
-```
 
-The tests can be started by using the test-framework of cargo, i.e.
+# Acknowledgements
-```bash
+This work is partly supported by Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) in projects number 389792660 (TRR 248, [Center for Perspicuous Systems](https://www.perspicuous-computing.science/)), 
-$> cargo test
+the Bundesministerium für Bildung und Forschung (BMBF, Federal Ministry of Education and Research) in the
-```
+[Center for Scalable Data Analytics and Artificial Intelligence](https://www.scads.de) (ScaDS.AI),
-Note that some of the instances are quite big and it might take some time to finish all the tests.
+and by the [Center for Advancing Electronics Dresden](https://cfaed.tu-dresden.de) (cfaed).
-If you do not initialise the submodule, tests will "only" run on the other unit-tests and (possibly forthcoming) other integration tests.
-Due to the way of the generated test-modules you need to call 
-```bash
-$> cargo clean
-```
-if you change some of your test-cases.
 
-To remove the tests just type
+# Affiliation 
-```bash
+This work has been partly developed by the [Knowledge-Based Systems Group](http://kbs.inf.tu-dresden.de/), [Faculty of Computer Science](https://tu-dresden.de/ing/informatik)  of [TU Dresden](https://tu-dresden.de).
-$> git submodule deinit res/adf-instances
+
-```
+# Disclaimer
-or
+Hosting content here does not establish any formal or legal relation to TU Dresden.
-```bash
-$> git submodule deinit --all
-```

_config.yml

@@ -1,2 +1,2 @@
-theme: jekyll-theme-slate
+theme: jekyll-theme-architect
 show_downloads: false

bin/Cargo.toml

@@ -0,0 +1,41 @@
+[package]
+name = "adf-bdd-bin"
+version = "0.3.0-dev"
+authors = ["Stefan Ellmauthaler <stefan.ellmauthaler@tu-dresden.de>"]
+edition = "2021"
+homepage = "https://ellmau.github.io/adf-obdd"
+repository = "https://github.com/ellmau/adf-obdd"
+license = "MIT"
+exclude = ["res/", "./flake*", "*.nix", ".envrc", "_config.yml", "tarpaulin-report.*", "*~"]
+description = "Solver for ADFs grounded, complete, and stable semantics by utilising OBDDs - ordered binary decision diagrams"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[[bin]]
+name = "adf-bdd"
+path = "src/main.rs"
+
+[dependencies]
+adf_bdd = { version="0.3.1", path="../lib", default-features = false }
+clap = {version = "4.3.0", features = [ "derive", "cargo", "env" ]}
+log = { version = "0.4", features = [ "max_level_trace", "release_max_level_info" ] }
+serde = { version = "1.0", features = ["derive","rc"] }
+serde_json = "1.0"
+env_logger = "0.10"
+strum = { version = "0.24" }
+crossbeam-channel = "0.5"
+
+[dev-dependencies]
+assert_cmd = "2.0"
+predicates = "3.0"
+assert_fs = "1.0"
+
+[features]
+default = ["adhoccounting", "variablelist", "adf_bdd/default", "frontend"]   
+adhoccounting = ["adf_bdd/adhoccounting"]    # count models ad-hoc - disable if counting is not needed
+importexport = ["adf_bdd/importexport"]
+variablelist = [ "HashSet", "adf_bdd/variablelist" ]
+HashSet = ["adf_bdd/HashSet"]
+adhoccountmodels = ["adf_bdd/adhoccountmodels"]
+benchmark = ["adf_bdd/benchmark"]
+frontend = ["adf_bdd/frontend"]

bin/LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2022 Stefan Ellmauthaler
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

bin/README.md

@@ -0,0 +1,141 @@
+[![Crates.io](https://img.shields.io/crates/v/adf-bdd-bin)](https://crates.io/crates/adf-bdd-bin)
+![GitHub Workflow Status](https://img.shields.io/github/actions/workflow/status/ellmau/adf-obdd/codecov.yml?branch=main)
+[![Coveralls](https://img.shields.io/coveralls/github/ellmau/adf-obdd)](https://coveralls.io/github/ellmau/adf-obdd) 
+![GitHub release (latest by date including pre-releases)](https://img.shields.io/github/v/release/ellmau/adf-obdd?include_prereleases) 
+![GitHub (Pre-)Release Date](https://img.shields.io/github/release-date-pre/ellmau/adf-obdd?label=release%20from) 
+![GitHub top language](https://img.shields.io/github/languages/top/ellmau/adf-obdd) 
+[![GitHub all releases](https://img.shields.io/github/downloads/ellmau/adf-obdd/total)](https://github.com/ellmau/adf-obdd/releases) 
+[![GitHub Discussions](https://img.shields.io/github/discussions/ellmau/adf-obdd)](https://github.com/ellmau/adf-obdd/discussions) 
+![rust-edition](https://img.shields.io/badge/Rust--edition-2021-blue?logo=rust)
+
+# Abstract Dialectical Frameworks solved by Binary Decision Diagrams; developed in Dresden (ADF-BDD) 
+This is the readme for the executable solver.
+
+## Abstract Dialectical Frameworks
+An abstract dialectical framework (ADF) consists of abstract statements. Each statement has an unique label and might be related to other statements (s) in the ADF. This relation is defined by a so-called acceptance condition (ac), which intuitively is a propositional formula, where the variable symbols are the labels of the statements. An interpretation is a three valued function which maps to each statement a truth value (true, false, undecided). We call such an interpretation a model, if each acceptance condition agrees to the interpration. 
+## Ordered Binary Decision Diagram
+An ordered binary decision diagram is a normalised representation of binary functions, where satisfiability- and validity checks can be done relatively cheap.
+
+## Usage
+```
+USAGE:
+    adf-bdd [OPTIONS] <INPUT>
+
+ARGS:
+    <INPUT>    Input filename
+
+OPTIONS:
+        --an                      Sorts variables in an alphanumeric manner
+        --com                     Compute the complete models
+        --counter <COUNTER>       Set if the (counter-)models shall be computed and printed,
+                                  possible values are 'nai' and 'mem' for naive and memoization
+                                  repectively (only works in hybrid and naive mode)
+        --export <EXPORT>         Export the adf-bdd state after parsing and BDD instantiation to
+                                  the given filename
+        --grd                     Compute the grounded model
+    -h, --help                    Print help information
+        --heu <HEU>               Choose which heuristics shall be used by the nogood-learning
+                                  approach [possible values: Simple, MinModMinPathsMaxVarImp,
+                                  MinModMaxVarImpMinPaths]
+        --import                  Import an adf- bdd state instead of an adf
+        --lib <IMPLEMENTATION>    Choose the bdd implementation of either 'biodivine', 'naive', or
+                                  hybrid [default: hybrid]
+        --lx                      Sorts variables in an lexicographic manner
+    -q                            Sets log verbosity to only errors
+        --rust_log <RUST_LOG>     Sets the verbosity to 'warn', 'info', 'debug' or 'trace' if -v and
+                                  -q are not use [env: RUST_LOG=debug]
+        --stm                     Compute the stable models
+        --stmca                   Compute the stable models with the help of modelcounting using
+                                  heuristics a
+        --stmcb                   Compute the stable models with the help of modelcounting using
+                                  heuristics b
+        --stmng                   Compute the stable models with the nogood-learning based approach
+        --stmpre                  Compute the stable models with a pre-filter (only hybrid lib-mode)
+        --stmrew                  Compute the stable models with a single-formula rewriting (only
+                                  hybrid lib-mode)
+        --stmrew2                 Compute the stable models with a single-formula rewriting on
+                                  internal representation(only hybrid lib-mode)
+        --twoval                  Compute the two valued models with the nogood-learning based
+                                  approach
+    -v                            Sets log verbosity (multiple times means more verbose)
+    -V, --version                 Print version information
+```
+
+Note that import and export only works if the naive library is chosen
+
+Right now there is no additional information to the computed models, so if you use --com --grd --stm the borders between the results are not obviously communicated.
+They can be easily identified though:
+- The computation is always in the same order
+  - grd
+  - com
+  - stm
+- We know that there is always exactly one grounded model
+- We know that there always exist at least one complete model (i.e. the grounded one)
+- We know that there does not need to exist a stable model
+- We know that every stable model is a complete model too
+
+
+## Input-file format:
+Each statement is defined by an ASP-style unary predicate s, where the enclosed term represents the label of the statement.
+The binary predicate ac relates each statement to one propositional formula in prefix notation, with the logical operations and constants as follows:
+- and(x,y): conjunction
+- or(x,y): disjunctin
+- iff(x,Y): if and only if
+- xor(x,y): exclusive or
+- neg(x): classical negation
+- c(v): constant symbol "verum" - tautology/top
+- c(f): constant symbol "falsum" - inconsistency/bot
+
+# Development notes
+To build the binary, you need to run
+```bash
+$> cargo build --workspace --release
+```
+
+To build the binary with debug-symbols, run
+```bash
+$> cargo build --workspace
+```
+
+To run all the tests placed in the submodule you need to run
+```bash
+$> git submodule init
+```
+at the first time.
+Afterwards you need to update the content of the submodule to be on the currently used revision by
+```bash
+$> git submodule update
+```
+
+The tests can be started by using the test-framework of cargo, i.e.
+```bash
+$> cargo test
+```
+Note that some of the instances are quite big and it might take some time to finish all the tests.
+If you do not initialise the submodule, tests will "only" run on the other unit-tests and (possibly forthcoming) other integration tests.
+Due to the way of the generated test-modules you need to call 
+```bash
+$> cargo clean
+```
+if you change some of your test-cases.
+
+To remove the tests just type
+```bash
+$> git submodule deinit res/adf-instances
+```
+or
+```bash
+$> git submodule deinit --all
+```
+
+# Acknowledgements
+This work is partly supported by Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) in projects number 389792660 (TRR 248, [Center for Perspicuous Systems](https://www.perspicuous-computing.science/)), 
+the Bundesministerium für Bildung und Forschung (BMBF, Federal Ministry of Education and Research) in the
+[Center for Scalable Data Analytics and Artificial Intelligence](https://www.scads.de) (ScaDS.AI),
+and by the [Center for Advancing Electronics Dresden](https://cfaed.tu-dresden.de) (cfaed).
+
+# Affiliation 
+This work has been partly developed by the [Knowledge-Based Systems Group](http://kbs.inf.tu-dresden.de/), [Faculty of Computer Science](https://tu-dresden.de/ing/informatik)  of [TU Dresden](https://tu-dresden.de).
+
+# Disclaimer
+Hosting content here does not establish any formal or legal relation to TU Dresden.

bin/src/main.rs

@@ -0,0 +1,431 @@
+/*!
+This binary uses an efficient representation of `Abstract Dialectical Frameworks (ADf)` by utilising an implementation of `Ordered Binary Decision Diagrams (OBDD)`
+
+# Abstract Dialectical Frameworks
+An `abstract dialectical framework` consists of abstract statements. Each statement has an unique label and might be related to other statements (s) in the ADF. This relation is defined by a so-called acceptance condition (ac), which intuitively is a propositional formula, where the variable symbols are the labels of the statements. An interpretation is a three valued function which maps to each statement a truth value (true, false, undecided). We call such an interpretation a model, if each acceptance condition agrees to the interpration.
+# Ordered Binary Decision Diagram
+An `ordered binary decision diagram` is a normalised representation of binary functions, where satisfiability- and validity checks can be done relatively cheap.
+
+Note that one advantage of this implementation is that only one oBDD is used for all acceptance conditions. This can be done because all of them have the identical signature (i.e. the set of all statements + top and bottom concepts).
+Due to this uniform representation reductions on subformulae which are shared by two or more statements only need to be computed once and is already cached in the data structure for further applications.
+
+The used algorithm to create a BDD, based on a given formula does not perform well on bigger formulae, therefore it is possible to use a state-of-the art library to instantiate the BDD (<https://github.com/sybila/biodivine-lib-bdd>).
+It is possible to either stay with the biodivine library or switch back to the variant implemented by adf-bdd.
+The variant implemented in this library offers reuse of already done reductions and memoisation techniques, which are not offered by biodivine.
+In addition some further features, like counter-model counting is not supported by biodivine.
+
+# Usage
+```plain
+USAGE:
+    adf-bdd [OPTIONS] <INPUT>
+
+ARGS:
+    <INPUT>    Input filename
+
+OPTIONS:
+        --an                      Sorts variables in an alphanumeric manner
+        --com                     Compute the complete models
+        --counter <COUNTER>       Set if the (counter-)models shall be computed and printed,
+                                  possible values are 'nai' and 'mem' for naive and memoization
+                                  repectively (only works in hybrid and naive mode)
+        --export <EXPORT>         Export the adf-bdd state after parsing and BDD instantiation to
+                                  the given filename
+        --grd                     Compute the grounded model
+    -h, --help                    Print help information
+        --heu <HEU>               Choose which heuristics shall be used by the nogood-learning
+                                  approach [possible values: Simple, MinModMinPathsMaxVarImp,
+                                  MinModMaxVarImpMinPaths]
+        --import                  Import an adf- bdd state instead of an adf
+        --lib <IMPLEMENTATION>    Choose the bdd implementation of either 'biodivine', 'naive', or
+                                  hybrid [default: hybrid]
+        --lx                      Sorts variables in an lexicographic manner
+    -q                            Sets log verbosity to only errors
+        --rust_log <RUST_LOG>     Sets the verbosity to 'warn', 'info', 'debug' or 'trace' if -v and
+                                  -q are not use [env: RUST_LOG=debug]
+        --stm                     Compute the stable models
+        --stmca                   Compute the stable models with the help of modelcounting using
+                                  heuristics a
+        --stmcb                   Compute the stable models with the help of modelcounting using
+                                  heuristics b
+        --stmng                   Compute the stable models with the nogood-learning based approach
+        --stmpre                  Compute the stable models with a pre-filter (only hybrid lib-mode)
+        --stmrew                  Compute the stable models with a single-formula rewriting (only
+                                  hybrid lib-mode)
+        --stmrew2                 Compute the stable models with a single-formula rewriting on
+                                  internal representation(only hybrid lib-mode)
+        --twoval                  Compute the two valued models with the nogood-learning based
+                                  approach
+    -v                            Sets log verbosity (multiple times means more verbose)
+    -V, --version                 Print version information
+```
+ */
+
+#![deny(
+    missing_debug_implementations,
+    missing_copy_implementations,
+    trivial_casts,
+    trivial_numeric_casts,
+    unsafe_code
+)]
+#![warn(
+    missing_docs,
+    unused_import_braces,
+    unused_qualifications,
+    unused_extern_crates,
+    variant_size_differences
+)]
+
+use std::{fs::File, path::PathBuf};
+
+use adf_bdd::adf::Adf;
+use adf_bdd::adfbiodivine::Adf as BdAdf;
+
+use adf_bdd::parser::AdfParser;
+use clap::Parser;
+use crossbeam_channel::unbounded;
+use strum::VariantNames;
+
+#[derive(Parser, Debug)]
+#[command(author, version, about)]
+struct App {
+    /// Input filename
+    #[arg(value_parser)]
+    input: PathBuf,
+    /// Sets the verbosity to 'warn', 'info', 'debug' or 'trace' if -v and -q are not use
+    #[arg(long = "rust_log", env)]
+    rust_log: Option<String>,
+    /// Choose the bdd implementation of either 'biodivine', 'naive', or hybrid
+    #[arg(long = "lib", default_value = "hybrid")]
+    implementation: String,
+    /// Sets log verbosity (multiple times means more verbose)
+    #[arg(short, action = clap::builder::ArgAction::Count, group = "verbosity")]
+    verbose: u8,
+    /// Sets log verbosity to only errors
+    #[arg(short, group = "verbosity")]
+    quiet: bool,
+    /// Sorts variables in an lexicographic manner
+    #[arg(long = "lx", group = "sorting")]
+    sort_lex: bool,
+    /// Sorts variables in an alphanumeric manner
+    #[arg(long = "an", group = "sorting")]
+    sort_alphan: bool,
+    /// Compute the grounded model
+    #[arg(long = "grd")]
+    grounded: bool,
+    /// Compute the stable models
+    #[arg(long = "stm")]
+    stable: bool,
+    /// Compute the stable models with the help of modelcounting using heuristics a
+    #[arg(long = "stmca")]
+    stable_counting_a: bool,
+    /// Compute the stable models with the help of modelcounting using heuristics b
+    #[arg(long = "stmcb")]
+    stable_counting_b: bool,
+    /// Compute the stable models with a pre-filter (only hybrid lib-mode)
+    #[arg(long = "stmpre")]
+    stable_pre: bool,
+    /// Compute the stable models with a single-formula rewriting (only hybrid lib-mode)
+    #[arg(long = "stmrew")]
+    stable_rew: bool,
+    /// Compute the stable models with a single-formula rewriting on internal representation(only hybrid lib-mode)
+    #[arg(long = "stmrew2")]
+    stable_rew2: bool,
+    /// Compute the stable models with the nogood-learning based approach
+    #[arg(long = "stmng")]
+    stable_ng: bool,
+    /// Choose which heuristics shall be used by the nogood-learning approach
+    #[arg(long, value_parser = clap::builder::PossibleValuesParser::new(adf_bdd::adf::heuristics::Heuristic::VARIANTS.iter().filter(|&v| v != &"Custom").collect::<Vec<_>>()))]
+    heu: Option<adf_bdd::adf::heuristics::Heuristic<'static>>,
+    /// Compute the two valued models with the nogood-learning based approach
+    #[arg(long = "twoval")]
+    two_val: bool,
+    /// Compute the complete models
+    #[arg(long = "com")]
+    complete: bool,
+    /// Import an adf- bdd state instead of an adf
+    #[arg(long)]
+    import: bool,
+    /// Export the adf-bdd state after parsing and BDD instantiation to the given filename
+    #[arg(long)]
+    export: Option<PathBuf>,
+    /// Set if the (counter-)models shall be computed and printed, possible values are 'nai' and 'mem' for naive and memoization repectively (only works in hybrid and naive mode)
+    #[arg(long)]
+    counter: Option<String>,
+}
+
+impl App {
+    fn run(&self) {
+        let filter_level = match self.verbose {
+            1 => log::LevelFilter::Info,
+            2 => log::LevelFilter::Debug,
+            3 => log::LevelFilter::Trace,
+            _ => {
+                if self.quiet {
+                    log::LevelFilter::Error
+                } else if let Some(rust_log) = self.rust_log.clone() {
+                    match rust_log.as_str() {
+                        "error" => log::LevelFilter::Error,
+                        "info" => log::LevelFilter::Info,
+                        "debug" => log::LevelFilter::Debug,
+                        "trace" => log::LevelFilter::Trace,
+                        _ => log::LevelFilter::Warn,
+                    }
+                } else {
+                    log::LevelFilter::Warn
+                }
+            }
+        };
+        env_logger::builder().filter_level(filter_level).init();
+        log::info!("Version: {}", clap::crate_version!());
+        let input = std::fs::read_to_string(self.input.clone()).expect("Error Reading File");
+        match self.implementation.as_str() {
+            "hybrid" => {
+                let parser = AdfParser::default();
+                match parser.parse()(&input) {
+                    Ok(_) => log::info!("[Done] parsing"),
+                    Err(e) => {
+                        log::error!("Error during parsing:\n{} \n\n cannot continue, panic!", e);
+                        panic!("Parsing failed, see log for further details")
+                    }
+                }
+                if self.sort_lex {
+                    parser.varsort_lexi();
+                }
+                if self.sort_alphan {
+                    parser.varsort_alphanum();
+                }
+                let adf = if !self.stable_rew {
+                    BdAdf::from_parser(&parser)
+                } else {
+                    BdAdf::from_parser_with_stm_rewrite(&parser)
+                };
+
+                match self.counter.as_deref() {
+                    Some("nai") => {
+                        let naive_adf = adf.hybrid_step_opt(false);
+                        for ac_counts in naive_adf.formulacounts(false) {
+                            print!("{ac_counts:?} ");
+                        }
+                        println!();
+                    }
+                    Some("mem") => {
+                        let naive_adf = adf.hybrid_step_opt(false);
+                        for ac_counts in naive_adf.formulacounts(true) {
+                            print!("{ac_counts:?}");
+                        }
+                        println!();
+                    }
+                    Some(_) => {}
+                    None => {}
+                }
+                log::info!("[Start] translate into naive representation");
+                let mut naive_adf = adf.hybrid_step();
+                log::info!("[Done] translate into naive representation");
+                if self.grounded {
+                    let grounded = naive_adf.grounded();
+                    print!("{}", naive_adf.print_interpretation(&grounded));
+                }
+
+                let printer = naive_adf.print_dictionary();
+
+                if self.complete {
+                    for model in naive_adf.complete() {
+                        print!("{}", printer.print_interpretation(&model));
+                    }
+                }
+
+                if self.two_val {
+                    let (sender, receiver) = unbounded();
+                    naive_adf.two_val_nogood_channel(self.heu.unwrap_or_default(), sender);
+                    for model in receiver.into_iter() {
+                        print!("{}", printer.print_interpretation(&model));
+                    }
+                }
+
+                if self.stable {
+                    for model in naive_adf.stable() {
+                        print!("{}", printer.print_interpretation(&model));
+                    }
+                }
+
+                if self.stable_counting_a {
+                    for model in naive_adf.stable_count_optimisation_heu_a() {
+                        print!("{}", printer.print_interpretation(&model));
+                    }
+                }
+
+                if self.stable_counting_b {
+                    for model in naive_adf.stable_count_optimisation_heu_b() {
+                        print!("{}", printer.print_interpretation(&model));
+                    }
+                }
+
+                if self.stable_pre {
+                    for model in naive_adf.stable_with_prefilter() {
+                        print!("{}", printer.print_interpretation(&model));
+                    }
+                }
+
+                if self.stable_rew || self.stable_rew2 {
+                    for model in naive_adf.stable_bdd_representation(&adf) {
+                        print!("{}", printer.print_interpretation(&model));
+                    }
+                }
+
+                if self.stable_ng {
+                    for model in naive_adf.stable_nogood(self.heu.unwrap_or_default()) {
+                        print!("{}", printer.print_interpretation(&model));
+                    }
+                }
+            }
+            "biodivine" => {
+                if self.counter.is_some() {
+                    log::error!("Modelcounting not supported in biodivine mode");
+                }
+                let parser = AdfParser::default();
+                match parser.parse()(&input) {
+                    Ok(_) => log::info!("[Done] parsing"),
+                    Err(e) => {
+                        log::error!("Error during parsing:\n{} \n\n cannot continue, panic!", e);
+                        panic!("Parsing failed, see log for further details")
+                    }
+                }
+                log::info!("[Done] parsing");
+                if self.sort_lex {
+                    parser.varsort_lexi();
+                }
+                if self.sort_alphan {
+                    parser.varsort_alphanum();
+                }
+                let adf = if !self.stable_rew {
+                    BdAdf::from_parser(&parser)
+                } else {
+                    BdAdf::from_parser_with_stm_rewrite(&parser)
+                };
+
+                if self.grounded {
+                    let grounded = adf.grounded();
+                    print!("{}", adf.print_interpretation(&grounded));
+                }
+
+                if self.complete {
+                    for model in adf.complete() {
+                        print!("{}", adf.print_interpretation(&model));
+                    }
+                }
+
+                if self.stable {
+                    for model in adf.stable() {
+                        print!("{}", adf.print_interpretation(&model));
+                    }
+                }
+
+                if self.stable_rew || self.stable_rew2 {
+                    for model in adf.stable_bdd_representation() {
+                        print!("{}", adf.print_interpretation(&model));
+                    }
+                }
+            }
+            _ => {
+                let mut adf = if self.import {
+                    #[cfg(not(feature = "adhoccounting"))]
+                    {
+                        serde_json::from_str(&input).expect("Old feature should work")
+                    }
+                    #[cfg(feature = "adhoccounting")]
+                    {
+                        let mut result: Adf =
+                            serde_json::from_str(&input).expect("Old feature should work");
+                        log::debug!("test");
+                        result.fix_import();
+                        result
+                    }
+                } else {
+                    let parser = AdfParser::default();
+                    match parser.parse()(&input) {
+                        Ok(_) => log::info!("[Done] parsing"),
+                        Err(e) => {
+                            log::error!(
+                                "Error during parsing:\n{} \n\n cannot continue, panic!",
+                                e
+                            );
+                            panic!("Parsing failed, see log for further details")
+                        }
+                    }
+                    log::info!("[Done] parsing");
+                    if self.sort_lex {
+                        parser.varsort_lexi();
+                    }
+                    if self.sort_alphan {
+                        parser.varsort_alphanum();
+                    }
+                    Adf::from_parser(&parser)
+                };
+                if let Some(export) = &self.export {
+                    if export.exists() {
+                        log::error!(
+                            "Cannot write JSON file <{}>, as it already exists",
+                            export.to_string_lossy()
+                        );
+                    } else {
+                        let export_file = match File::create(export) {
+                            Err(reason) => {
+                                panic!("couldn't create {}: {}", export.to_string_lossy(), reason)
+                            }
+                            Ok(file) => file,
+                        };
+                        serde_json::to_writer(export_file, &adf).unwrap_or_else(|_| {
+                            panic!("Writing JSON file {} failed", export.to_string_lossy())
+                        });
+                    }
+                }
+
+                match self.counter.as_deref() {
+                    Some("nai") => {
+                        for ac_counts in adf.formulacounts(false) {
+                            print!("{ac_counts:?} ");
+                        }
+                        println!();
+                    }
+                    Some("mem") => {
+                        for ac_counts in adf.formulacounts(true) {
+                            print!("{ac_counts:?}");
+                        }
+                        println!();
+                    }
+                    Some(_) => {}
+                    None => {}
+                }
+
+                if self.grounded {
+                    let grounded = adf.grounded();
+                    print!("{}", adf.print_interpretation(&grounded));
+                }
+                if self.complete {
+                    let printer = adf.print_dictionary();
+                    for model in adf.complete() {
+                        print!("{}", printer.print_interpretation(&model));
+                    }
+                }
+                if self.stable {
+                    let printer = adf.print_dictionary();
+                    for model in adf.stable() {
+                        print!("{}", printer.print_interpretation(&model));
+                    }
+                }
+
+                if self.stable_ng {
+                    let printer = adf.print_dictionary();
+                    for model in adf.stable_nogood(self.heu.unwrap_or_default()) {
+                        print!("{}", printer.print_interpretation(&model));
+                    }
+                }
+            }
+        }
+    }
+}
+
+fn main() {
+    let app = App::parse();
+    app.run();
+}

bin/tests/cli.rs

@@ -5,29 +5,29 @@ use std::process::Command; // Run programs
 
 #[test]
 fn arguments() -> Result<(), Box<dyn std::error::Error>> {
-    let mut cmd = Command::cargo_bin("adf_bdd")?;
+    let mut cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg("-vvv").arg("--lx").arg("file.txt");
     cmd.assert()
         .failure()
         .stderr(predicate::str::contains("No such file or directory"));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg("-v").arg("--lx").arg("--an").arg("file.txt");
     cmd.assert().failure().stderr(predicate::str::contains(
-        "cannot be used with one or more of the other specified arguments",
+        "argument '--lx' cannot be used with '--an'",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg("-h");
-    cmd.assert().success().stdout(predicate::str::contains(
+    cmd.assert()
-        "stefan.ellmauthaler@tu-dresden.de",
+        .success()
-    ));
+        .stdout(predicate::str::contains("adf-bdd [OPTIONS] <INPUT>"));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg("--version");
     cmd.assert()
         .success()
-        .stdout(predicate::str::contains("adf_bdd "));
+        .stdout(predicate::str::contains("adf-bdd-bin "));
     Ok(())
 }
 
@@ -38,14 +38,14 @@ fn runs_naive() -> Result<(), Box<dyn std::error::Error>> {
     let wrong_file = assert_fs::NamedTempFile::new("wrong_format.adf")?;
     wrong_file.write_str("s(7).s(4).s(8).s(3).s(5).s(9).s(10).s(1).s(6).s(2).ac(7,or(or(and(7,neg(1)),neg(9)),3)).ac(4,5).ac(8,or(or(8,1),neg(7))).ac(3,or(and(or(6,7),neg(and(6,7))),neg(2))).ac(5,c(f)).ac(9,and(neg(7),2)).ac(10,or(neg(2),6)).ac(1,and(or(or(neg(2),neg(1)),8),7)).ac(6,and(and(neg(2),10),and(or(7,4),neg(and(7,4))))).ac(2,and(and(and(neg(10),3),neg(6)),or(9,1)))).")?;
 
-    let mut cmd = Command::cargo_bin("adf_bdd")?;
+    let mut cmd = Command::cargo_bin("adf-bdd")?;
 
     cmd.arg(wrong_file.path());
     cmd.assert()
         .failure()
         .stderr(predicate::str::contains("code: Eof"));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("-vv")
         .arg("--grd")
@@ -55,7 +55,7 @@ fn runs_naive() -> Result<(), Box<dyn std::error::Error>> {
         "u(7) F(4) u(8) u(3) F(5) u(9) u(10) u(1) u(6) u(2)",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("-q")
         .arg("--grd")
@@ -65,7 +65,7 @@ fn runs_naive() -> Result<(), Box<dyn std::error::Error>> {
         "u(7) F(4) u(8) u(3) F(5) u(9) u(10) u(1) u(6) u(2)",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--lx")
         .arg("-v")
@@ -76,7 +76,7 @@ fn runs_naive() -> Result<(), Box<dyn std::error::Error>> {
         "u(1) u(10) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9)",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--an")
         .arg("--grd")
@@ -87,7 +87,7 @@ fn runs_naive() -> Result<(), Box<dyn std::error::Error>> {
         "u(1) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9) u(10) \n",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.env_clear();
     cmd.arg(file.path())
         .arg("--an")
@@ -98,7 +98,7 @@ fn runs_naive() -> Result<(), Box<dyn std::error::Error>> {
         "u(1) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9) u(10) \n",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--an")
         .arg("--grd")
@@ -110,7 +110,7 @@ fn runs_naive() -> Result<(), Box<dyn std::error::Error>> {
         "u(1) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9) u(10) \n",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--an")
         .arg("--grd")
@@ -124,7 +124,7 @@ fn runs_naive() -> Result<(), Box<dyn std::error::Error>> {
 
     let tempdir = assert_fs::TempDir::new()?;
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--an")
         .arg("--grd")
@@ -136,7 +136,7 @@ fn runs_naive() -> Result<(), Box<dyn std::error::Error>> {
         "u(1) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9) u(10) \n",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--an")
         .arg("--grd")
@@ -148,7 +148,9 @@ fn runs_naive() -> Result<(), Box<dyn std::error::Error>> {
         "u(1) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9) u(10) \n",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    #[cfg(feature = "importexport")]
+    {
+        cmd = Command::cargo_bin("adf-bdd")?;
         cmd.arg(tempdir.path().with_file_name("test.json"))
             .arg("--an")
             .arg("--grd")
@@ -158,8 +160,9 @@ fn runs_naive() -> Result<(), Box<dyn std::error::Error>> {
         cmd.assert().success().stdout(predicate::str::contains(
             "u(1) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9) u(10) \n",
         ));
+    }
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--an")
         .arg("--com")
@@ -180,45 +183,45 @@ fn runs_biodivine() -> Result<(), Box<dyn std::error::Error>> {
     let wrong_file = assert_fs::NamedTempFile::new("wrong_format.adf")?;
     wrong_file.write_str("s(7).s(4).s(8).s(3).s(5).s(9).s(10).s(1).s(6).s(2).ac(7,or(or(and(7,neg(1)),neg(9)),3)).ac(4,5).ac(8,or(or(8,1),neg(7))).ac(3,or(and(or(6,7),neg(and(6,7))),neg(2))).ac(5,c(f)).ac(9,and(neg(7),2)).ac(10,or(neg(2),6)).ac(1,and(or(or(neg(2),neg(1)),8),7)).ac(6,and(and(neg(2),10),and(or(7,4),neg(and(7,4))))).ac(2,and(and(and(neg(10),3),neg(6)),or(9,1)))).")?;
 
-    let mut cmd = Command::cargo_bin("adf_bdd")?;
+    let mut cmd = Command::cargo_bin("adf-bdd")?;
 
     cmd.arg(wrong_file.path());
     cmd.assert()
         .failure()
         .stderr(predicate::str::contains("code: Eof"));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path()).arg("-vv").arg("--grd");
     cmd.assert().success().stdout(predicate::str::contains(
         "u(7) F(4) u(8) u(3) F(5) u(9) u(10) u(1) u(6) u(2)",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path()).arg("-q").arg("--grd");
     cmd.assert().success().stdout(predicate::str::contains(
         "u(7) F(4) u(8) u(3) F(5) u(9) u(10) u(1) u(6) u(2)",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path()).arg("--lx").arg("-v").arg("--grd");
     cmd.assert().success().stdout(predicate::str::contains(
         "u(1) u(10) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9)",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path()).arg("--an").arg("--grd").arg("--stm");
     cmd.assert().success().stdout(predicate::str::contains(
         "u(1) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9) u(10) \n",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.env_clear();
     cmd.arg(file.path()).arg("--an").arg("--grd");
     cmd.assert().success().stdout(predicate::str::contains(
         "u(1) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9) u(10) \n",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--an")
         .arg("--grd")
@@ -228,7 +231,7 @@ fn runs_biodivine() -> Result<(), Box<dyn std::error::Error>> {
         "u(1) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9) u(10) \n",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--an")
         .arg("--grd")
@@ -237,7 +240,7 @@ fn runs_biodivine() -> Result<(), Box<dyn std::error::Error>> {
     cmd.assert().success().stdout(predicate::str::contains(
         "u(1) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9) u(10) \n",
     ));
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--an")
         .arg("--com")
@@ -256,14 +259,14 @@ fn runs_biodivine_hybrid() -> Result<(), Box<dyn std::error::Error>> {
     let wrong_file = assert_fs::NamedTempFile::new("wrong_format.adf")?;
     wrong_file.write_str("s(7).s(4).s(8).s(3).s(5).s(9).s(10).s(1).s(6).s(2).ac(7,or(or(and(7,neg(1)),neg(9)),3)).ac(4,5).ac(8,or(or(8,1),neg(7))).ac(3,or(and(or(6,7),neg(and(6,7))),neg(2))).ac(5,c(f)).ac(9,and(neg(7),2)).ac(10,or(neg(2),6)).ac(1,and(or(or(neg(2),neg(1)),8),7)).ac(6,and(and(neg(2),10),and(or(7,4),neg(and(7,4))))).ac(2,and(and(and(neg(10),3),neg(6)),or(9,1)))).")?;
 
-    let mut cmd = Command::cargo_bin("adf_bdd")?;
+    let mut cmd = Command::cargo_bin("adf-bdd")?;
 
     cmd.arg(wrong_file.path());
     cmd.assert()
         .failure()
         .stderr(predicate::str::contains("code: Eof"));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("-vv")
         .arg("--grd")
@@ -273,7 +276,7 @@ fn runs_biodivine_hybrid() -> Result<(), Box<dyn std::error::Error>> {
         "u(7) F(4) u(8) u(3) F(5) u(9) u(10) u(1) u(6) u(2)",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("-q")
         .arg("--grd")
@@ -283,7 +286,7 @@ fn runs_biodivine_hybrid() -> Result<(), Box<dyn std::error::Error>> {
         "u(7) F(4) u(8) u(3) F(5) u(9) u(10) u(1) u(6) u(2)",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--lx")
         .arg("-v")
@@ -294,7 +297,7 @@ fn runs_biodivine_hybrid() -> Result<(), Box<dyn std::error::Error>> {
         "u(1) u(10) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9)",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--an")
         .arg("--grd")
@@ -305,7 +308,7 @@ fn runs_biodivine_hybrid() -> Result<(), Box<dyn std::error::Error>> {
         "u(1) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9) u(10) \n",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.env_clear();
     cmd.arg(file.path())
         .arg("--an")
@@ -316,7 +319,7 @@ fn runs_biodivine_hybrid() -> Result<(), Box<dyn std::error::Error>> {
         "u(1) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9) u(10) \n",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--an")
         .arg("--grd")
@@ -328,7 +331,7 @@ fn runs_biodivine_hybrid() -> Result<(), Box<dyn std::error::Error>> {
         "u(1) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9) u(10) \n",
     ));
 
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--an")
         .arg("--grd")
@@ -339,7 +342,7 @@ fn runs_biodivine_hybrid() -> Result<(), Box<dyn std::error::Error>> {
     cmd.assert().success().stdout(predicate::str::contains(
         "u(1) u(2) u(3) F(4) F(5) u(6) u(7) u(8) u(9) u(10) \n",
     ));
-    cmd = Command::cargo_bin("adf_bdd")?;
+    cmd = Command::cargo_bin("adf-bdd")?;
     cmd.arg(file.path())
         .arg("--an")
         .arg("--com")

docs/_config.yml

@@ -0,0 +1,3 @@
+theme: jekyll-theme-architect
+show_downloads: false
+markdown: kramdown

docs/adf-bdd.md

@@ -0,0 +1,139 @@
+[![Crates.io](https://img.shields.io/crates/v/adf_bdd)](https://crates.io/crates/adf_bdd)
+[![docs.rs](https://img.shields.io/docsrs/adf_bdd?label=docs.rs)](https://docs.rs/adf_bdd/latest/adf_bdd/)
+![GitHub Workflow Status](https://img.shields.io/github/workflow/status/ellmau/adf-obdd/Code%20coverage%20with%20tarpaulin)
+[![Coveralls](https://img.shields.io/coveralls/github/ellmau/adf-obdd)](https://coveralls.io/github/ellmau/adf-obdd)
+![GitHub release (latest by date including pre-releases)](https://img.shields.io/github/v/release/ellmau/adf-obdd?include_prereleases)
+![GitHub (Pre-)Release Date](https://img.shields.io/github/release-date-pre/ellmau/adf-obdd?label=release%20from) ![GitHub top language](https://img.shields.io/github/languages/top/ellmau/adf-obdd)
+[![GitHub all releases](https://img.shields.io/github/downloads/ellmau/adf-obdd/total)](https://github.com/ellmau/adf-obdd/releases)
+![Crates.io](https://img.shields.io/crates/l/adf_bdd)
+[![GitHub Discussions](https://img.shields.io/github/discussions/ellmau/adf-obdd)](https://github.com/ellmau/adf-obdd/discussions) ![rust-edition](https://img.shields.io/badge/Rust--edition-2021-blue?logo=rust)
+
+| [Home](index.md) | [Binary](adf-bdd.md) | [Library](adf_bdd.md)| [Web-Service](https://adf-bdd.dev) | [Repository](https://github.com/ellmau/adf-obdd) |
+|--- | --- | --- | --- | --- |
+
+# Abstract Dialectical Frameworks solved by Binary Decision Diagrams; developed in Dresden (ADF-BDD) 
+This is the readme for the executable solver.
+
+## Usage
+```
+USAGE:
+    adf-bdd [OPTIONS] <INPUT>
+
+ARGS:
+    <INPUT>    Input filename
+
+OPTIONS:
+        --an                      Sorts variables in an alphanumeric manner
+        --com                     Compute the complete models
+        --counter <COUNTER>       Set if the (counter-)models shall be computed and printed,
+                                  possible values are 'nai' and 'mem' for naive and memoization
+                                  repectively (only works in hybrid and naive mode)
+        --export <EXPORT>         Export the adf-bdd state after parsing and BDD instantiation to
+                                  the given filename
+        --grd                     Compute the grounded model
+    -h, --help                    Print help information
+        --heu <HEU>               Choose which heuristics shall be used by the nogood-learning
+                                  approach [possible values: Simple, MinModMinPathsMaxVarImp,
+                                  MinModMaxVarImpMinPaths]
+        --import                  Import an adf- bdd state instead of an adf
+        --lib <IMPLEMENTATION>    Choose the bdd implementation of either 'biodivine', 'naive', or
+                                  hybrid [default: hybrid]
+        --lx                      Sorts variables in an lexicographic manner
+    -q                            Sets log verbosity to only errors
+        --rust_log <RUST_LOG>     Sets the verbosity to 'warn', 'info', 'debug' or 'trace' if -v and
+                                  -q are not use [env: RUST_LOG=debug]
+        --stm                     Compute the stable models
+        --stmca                   Compute the stable models with the help of modelcounting using
+                                  heuristics a
+        --stmcb                   Compute the stable models with the help of modelcounting using
+                                  heuristics b
+        --stmng                   Compute the stable models with the nogood-learning based approach
+        --stmpre                  Compute the stable models with a pre-filter (only hybrid lib-mode)
+        --stmrew                  Compute the stable models with a single-formula rewriting (only
+                                  hybrid lib-mode)
+        --stmrew2                 Compute the stable models with a single-formula rewriting on
+                                  internal representation(only hybrid lib-mode)
+        --twoval                  Compute the two valued models with the nogood-learning based
+                                  approach
+    -v                            Sets log verbosity (multiple times means more verbose)
+    -V, --version                 Print version information
+```
+
+Note that import and export only works if the naive library is chosen
+
+Right now there is no additional information to the computed models, so if you use --com --grd --stm the borders between the results are not obviously communicated.
+They can be easily identified though:
+- The computation is always in the same order
+  - grd
+  - com
+  - stm
+- We know that there is always exactly one grounded model
+- We know that there always exist at least one complete model (i.e. the grounded one)
+- We know that there does not need to exist a stable model
+- We know that every stable model is a complete model too
+
+
+## Input-file format:
+Each statement is defined by an ASP-style unary predicate s, where the enclosed term represents the label of the statement.
+The binary predicate ac relates each statement to one propositional formula in prefix notation, with the logical operations and constants as follows:
+- and(x,y): conjunction
+- or(x,y): disjunctin
+- iff(x,Y): if and only if
+- xor(x,y): exclusive or
+- neg(x): classical negation
+- c(v): constant symbol "verum" - tautology/top
+- c(f): constant symbol "falsum" - inconsistency/bot
+
+# Development notes
+To build the binary, you need to run
+```bash
+$> cargo build --workspace --release
+```
+
+To build the binary with debug-symbols, run
+```bash
+$> cargo build --workspace
+```
+
+To run all the tests placed in the submodule you need to run
+```bash
+$> git submodule init
+```
+at the first time.
+Afterwards you need to update the content of the submodule to be on the currently used revision by
+```bash
+$> git submodule update
+```
+
+The tests can be started by using the test-framework of cargo, i.e.
+```bash
+$> cargo test
+```
+Note that some of the instances are quite big and it might take some time to finish all the tests.
+If you do not initialise the submodule, tests will "only" run on the other unit-tests and (possibly forthcoming) other integration tests.
+Due to the way of the generated test-modules you need to call 
+```bash
+$> cargo clean
+```
+if you change some of your test-cases.
+
+To remove the tests just type
+```bash
+$> git submodule deinit res/adf-instances
+```
+or
+```bash
+$> git submodule deinit --all
+```
+
+# Acknowledgements
+This work is partly supported by Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) in projects number 389792660 (TRR 248, [Center for Perspicuous Systems](https://www.perspicuous-computing.science/)), 
+the Bundesministerium für Bildung und Forschung (BMBF, Federal Ministry of Education and Research) in the
+[Center for Scalable Data Analytics and Artificial Intelligence](https://www.scads.de) (ScaDS.AI),
+and by the [Center for Advancing Electronics Dresden](https://cfaed.tu-dresden.de) (cfaed).
+
+# Affiliation 
+This work has been partly developed by the [Knowledge-Based Systems Group](http://kbs.inf.tu-dresden.de/), [Faculty of Computer Science](https://tu-dresden.de/ing/informatik)  of [TU Dresden](https://tu-dresden.de).
+
+# Disclaimer
+Hosting content here does not establish any formal or legal relation to TU Dresden.

docs/adf_bdd.md

@@ -0,0 +1,167 @@
+[![Crates.io](https://img.shields.io/crates/v/adf_bdd)](https://crates.io/crates/adf_bdd)
+[![docs.rs](https://img.shields.io/docsrs/adf_bdd?label=docs.rs)](https://docs.rs/adf_bdd/latest/adf_bdd/)
+![GitHub Workflow Status](https://img.shields.io/github/workflow/status/ellmau/adf-obdd/Code%20coverage%20with%20tarpaulin)
+[![Coveralls](https://img.shields.io/coveralls/github/ellmau/adf-obdd)](https://coveralls.io/github/ellmau/adf-obdd)
+![GitHub release (latest by date including pre-releases)](https://img.shields.io/github/v/release/ellmau/adf-obdd?include_prereleases)
+![GitHub (Pre-)Release Date](https://img.shields.io/github/release-date-pre/ellmau/adf-obdd?label=release%20from) ![GitHub top language](https://img.shields.io/github/languages/top/ellmau/adf-obdd)
+[![GitHub all releases](https://img.shields.io/github/downloads/ellmau/adf-obdd/total)](https://github.com/ellmau/adf-obdd/releases)
+![Crates.io](https://img.shields.io/crates/l/adf_bdd)
+[![GitHub Discussions](https://img.shields.io/github/discussions/ellmau/adf-obdd)](https://github.com/ellmau/adf-obdd/discussions) ![rust-edition](https://img.shields.io/badge/Rust--edition-2021-blue?logo=rust)
+
+| [Home](index.md) | [Binary](adf-bdd.md) | [Library](adf_bdd.md)| [Web-Service](https://adf-bdd.dev) | [Repository](https://github.com/ellmau/adf-obdd) |
+|--- | --- | --- | --- | --- |
+
+# Abstract Dialectical Frameworks solved by Binary Decision Diagrams; developed in Dresden (ADF_BDD) 
+This library contains an efficient representation of Abstract Dialectical Frameworks (ADf) by utilising an implementation of Ordered Binary Decision Diagrams (OBDD)
+
+## Noteworthy relations between ADF semantics
+
+They can be easily identified though:
+
+* The computation is always in the same order
+    * grd
+    * com
+    * stm
+* We know that there is always exactly one grounded model
+* We know that there always exist at least one complete model (i.e. the grounded one)
+* We know that there does not need to exist a stable model
+* We know that every stable model is a complete model too
+
+
+## Ordered Binary Decision Diagram
+
+An ordered binary decision diagram is a normalised representation of binary functions, where satisfiability- and validity checks can be done relatively cheap.
+
+Note that one advantage of this implementation is that only one oBDD is used for all acceptance conditions. This can be done because all of them have the identical signature (i.e. the set of all statements + top and bottom concepts). Due to this uniform representation reductions on subformulae which are shared by two or more statements only need to be computed once and is already cached in the data structure for further applications.
+
+The used algorithm to create a BDD, based on a given formula does not perform well on bigger formulae, therefore it is possible to use a state-of-the art library to instantiate the BDD (https://github.com/sybila/biodivine-lib-bdd). It is possible to either stay with the biodivine library or switch back to the variant implemented by adf-bdd. The variant implemented in this library offers reuse of already done reductions and memoisation techniques, which are not offered by biodivine. In addition some further features, like counter-model counting is not supported by biodivine.
+
+Note that import and export only works if the naive library is chosen
+
+## Input-file format:
+
+Each statement is defined by an ASP-style unary predicate s, where the enclosed term represents the label of the statement. The binary predicate ac relates each statement to one propositional formula in prefix notation, with the logical operations and constants as follows:
+```plain
+and(x,y): conjunction
+or(x,y): disjunctin
+iff(x,Y): if and only if
+xor(x,y): exclusive or
+neg(x): classical negation
+c(v): constant symbol “verum” - tautology/top
+c(f): constant symbol “falsum” - inconsistency/bot
+```
+
+### Example input file:
+```plain
+s(a).
+s(b).
+s(c).
+s(d).
+
+ac(a,c(v)).
+ac(b,or(a,b)).
+ac(c,neg(b)).
+ac(d,d).
+```
+
+## Usage examples
+
+First parse a given ADF and sort the statements, if needed.
+
+```rust
+use adf_bdd::parser::AdfParser;
+use adf_bdd::adf::Adf;
+// use the above example as input
+let input = "s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,or(a,b)).ac(c,neg(b)).ac(d,d).";
+let parser = AdfParser::default();
+match parser.parse()(&input) {
+    Ok(_) => log::info!("[Done] parsing"),
+    Err(e) => {
+    log::error!(
+        "Error during parsing:\n{} \n\n cannot continue, panic!",
+        e
+        );
+        panic!("Parsing failed, see log for further details")
+    }
+}
+// sort lexicographic
+parser.varsort_lexi();
+```
+use the naive/in-crate implementation
+
+```rust
+// create Adf
+let mut adf = Adf::from_parser(&parser);
+// compute and print the complete models
+let printer = adf.print_dictionary();
+for model in adf.complete() {
+    print!("{}", printer.print_interpretation(&model));
+}
+```
+use the biodivine implementation
+```rust
+// create Adf
+let adf = adf_bdd::adfbiodivine::Adf::from_parser(&parser);
+// compute and print the complete models
+let printer = adf.print_dictionary();
+for model in adf.complete() {
+    print!("{}", printer.print_interpretation(&model));
+}
+```
+use the hybrid approach implementation
+```rust
+// create biodivine Adf
+let badf = adf_bdd::adfbiodivine::Adf::from_parser(&parser);
+// instantiate the internally used adf after the reduction done by biodivine
+let mut adf = badf.hybrid_step();
+// compute and print the complete models
+let printer = adf.print_dictionary();
+for model in adf.complete() {
+    print!("{}", printer.print_interpretation(&model));
+}
+```
+
+use the new `NoGood`-based algorithm and utilise the new interface with channels:
+```rust
+use adf_bdd::parser::AdfParser;
+use adf_bdd::adf::Adf;
+use adf_bdd::adf::heuristics::Heuristic;
+use adf_bdd::datatypes::{Term, adf::VarContainer};
+// create a channel
+let (s, r) = crossbeam_channel::unbounded();
+let variables = VarContainer::default();
+let variables_worker = variables.clone();
+// spawn a solver thread
+let solving = std::thread::spawn(move || {
+   // use the above example as input
+   let input = "s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,or(a,b)).ac(c,neg(b)).ac(d,d).";
+   let parser = AdfParser::with_var_container(variables_worker);
+   parser.parse()(&input).expect("parsing worked well");
+   // use hybrid approach
+   let mut adf = adf_bdd::adfbiodivine::Adf::from_parser(&parser).hybrid_step();
+   // compute stable with the simple heuristic
+   adf.stable_nogood_channel(Heuristic::Simple, s);
+});
+
+let printer = variables.print_dictionary();
+// print results as they are computed
+while let Ok(result) = r.recv() {
+   print!("stable model: {:?} \n", result);
+   // use dictionary
+   print!("stable model with variable names: {}", printer.print_interpretation(&result));
+}
+// waiting for the other thread to close
+solving.join().unwrap();
+```
+
+# Acknowledgements
+This work is partly supported by Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) in projects number 389792660 (TRR 248, [Center for Perspicuous Systems](https://www.perspicuous-computing.science/)), 
+the Bundesministerium für Bildung und Forschung (BMBF, Federal Ministry of Education and Research) in the
+[Center for Scalable Data Analytics and Artificial Intelligence](https://www.scads.de) (ScaDS.AI),
+and by the [Center for Advancing Electronics Dresden](https://cfaed.tu-dresden.de) (cfaed).
+
+# Affiliation 
+This work has been partly developed by the [Knowledge-Based Systems Group](http://kbs.inf.tu-dresden.de/), [Faculty of Computer Science](https://tu-dresden.de/ing/informatik)  of [TU Dresden](https://tu-dresden.de).
+
+# Disclaimer
+Hosting content here does not establish any formal or legal relation to TU Dresden.

docs/index.md

@@ -0,0 +1,64 @@
+[![Crates.io](https://img.shields.io/crates/v/adf_bdd)](https://crates.io/crates/adf_bdd)
+[![docs.rs](https://img.shields.io/docsrs/adf_bdd?label=docs.rs)](https://docs.rs/adf_bdd/latest/adf_bdd/)
+![GitHub Workflow Status](https://img.shields.io/github/workflow/status/ellmau/adf-obdd/Code%20coverage%20with%20tarpaulin)
+[![Coveralls](https://img.shields.io/coveralls/github/ellmau/adf-obdd)](https://coveralls.io/github/ellmau/adf-obdd)
+![GitHub release (latest by date including pre-releases)](https://img.shields.io/github/v/release/ellmau/adf-obdd?include_prereleases)
+![GitHub (Pre-)Release Date](https://img.shields.io/github/release-date-pre/ellmau/adf-obdd?label=release%20from) ![GitHub top language](https://img.shields.io/github/languages/top/ellmau/adf-obdd)
+[![GitHub all releases](https://img.shields.io/github/downloads/ellmau/adf-obdd/total)](https://github.com/ellmau/adf-obdd/releases)
+![Crates.io](https://img.shields.io/crates/l/adf_bdd)
+[![GitHub Discussions](https://img.shields.io/github/discussions/ellmau/adf-obdd)](https://github.com/ellmau/adf-obdd/discussions) ![rust-edition](https://img.shields.io/badge/Rust--edition-2021-blue?logo=rust)
+
+| [Home](index.md) | [Binary](adf-bdd.md) | [Library](adf_bdd.md)| [Web-Service](https://adf-bdd.dev) | [Repository](https://github.com/ellmau/adf-obdd) |
+|--- | --- | --- | --- | --- |
+
+# Abstract Dialectical Frameworks solved by (ordered) Binary Decision Diagrams; developed in Dresden (ADF-oBDD project)
+
+
+This project is currently split into three parts:
+- a [binary (adf-bdd)](adf-bdd.md), which allows one to easily answer semantics questions on abstract dialectical frameworks
+- a [library (adf_bdd)](adf_bdd.md), which contains all the necessary algorithms and an open API which compute the answers to the semantics questions
+- a server and a frontend, available at https://adf-bdd.dev
+
+Latest documentation of the API can be found [here](https://docs.rs/adf_bdd/latest/adf_bdd/).
+The current version of the binary can be downloaded [here](https://github.com/ellmau/adf-obdd/releases).
+
+Do not hesitate to report bugs or ask about features in the [issues-section](https://github.com/ellmau/adf-obdd/issues) or have a conversation about anything of the project in the [discussion space](https://github.com/ellmau/adf-obdd/discussions)
+
+
+## Abstract Dialectical Frameworks
+An abstract dialectical framework (ADF) consists of abstract statements. Each statement has an unique label and might be related to other statements (s) in the ADF. This relation is defined by a so-called acceptance condition (ac), which intuitively is a propositional formula, where the variable symbols are the labels of the statements. An interpretation is a three valued function which maps to each statement a truth value (true, false, undecided). We call such an interpretation a model, if each acceptance condition agrees to the interpration. 
+## Ordered Binary Decision Diagram
+An ordered binary decision diagram is a normalised representation of binary functions, where satisfiability- and validity checks can be done relatively cheap.
+
+## Input-file format:
+Each statement is defined by an ASP-style unary predicate s, where the enclosed term represents the label of the statement.
+The binary predicate ac relates each statement to one propositional formula in prefix notation, with the logical operations and constants as follows:
+- and(x,y): conjunction
+- or(x,y): disjunctin
+- iff(x,Y): if and only if
+- xor(x,y): exclusive or
+- neg(x): classical negation
+- c(v): constant symbol "verum" - tautology/top
+- c(f): constant symbol "falsum" - inconsistency/bot
+
+# Features
+
+- `adhoccounting` will cache the modelcount on-the-fly during the construction of the BDD
+- `adhoccountmodels` allows in addition to compute the models ad-hoc too. Note that the memoization approach for modelcounting does not work correctly if `adhoccounting` is set and `adhoccountmodels` is not.
+
+# Development notes 
+Additional information for contribution, testing, and development in general can be found here.
+## Contributing to the project
+You want to help and contribute to the project? That is great. Please see the [contributing guidelines](https://github.com/ellmau/adf-obdd/blob/main/.github/CONTRIBUTING.md) first.
+
+# Acknowledgements
+This work is partly supported by Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) in projects number 389792660 (TRR 248, [Center for Perspicuous Systems](https://www.perspicuous-computing.science/)), 
+the Bundesministerium für Bildung und Forschung (BMBF, Federal Ministry of Education and Research) in the
+[Center for Scalable Data Analytics and Artificial Intelligence](https://www.scads.de) (ScaDS.AI),
+and by the [Center for Advancing Electronics Dresden](https://cfaed.tu-dresden.de) (cfaed).
+
+# Affiliation 
+This work has been partly developed by the [Knowledge-Based Systems Group](http://kbs.inf.tu-dresden.de/), [Faculty of Computer Science](https://tu-dresden.de/ing/informatik)  of [TU Dresden](https://tu-dresden.de).
+
+# Disclaimer
+Hosting content here does not establish any formal or legal relation to TU Dresden.

flake.lock

@@ -1,43 +1,33 @@
 {
   "nodes": {
-    "flake-compat": {
-      "flake": false,
-      "locked": {
-        "lastModified": 1627913399,
-        "narHash": "sha256-hY8g6H2KFL8ownSiFeMOjwPC8P0ueXpCVEbxgda3pko=",
-        "owner": "edolstra",
-        "repo": "flake-compat",
-        "rev": "12c64ca55c1014cdc1b16ed5a804aa8576601ff2",
-        "type": "github"
-      },
-      "original": {
-        "owner": "edolstra",
-        "repo": "flake-compat",
-        "type": "github"
-      }
-    },
     "flake-utils": {
+      "inputs": {
+        "flake-utils": "flake-utils_2"
+      },
       "locked": {
-        "lastModified": 1637014545,
+        "lastModified": 1738591040,
-        "narHash": "sha256-26IZAc5yzlD9FlDT54io1oqG/bBoyka+FJk5guaX4x4=",
+        "narHash": "sha256-4WNeriUToshQ/L5J+dTSWC5OJIwT39SEP7V7oylndi8=",
-        "owner": "numtide",
+        "owner": "gytis-ivaskevicius",
-        "repo": "flake-utils",
+        "repo": "flake-utils-plus",
-        "rev": "bba5dcc8e0b20ab664967ad83d24d64cb64ec4f4",
+        "rev": "afcb15b845e74ac5e998358709b2b5fe42a948d1",
         "type": "github"
       },
       "original": {
-        "owner": "numtide",
+        "owner": "gytis-ivaskevicius",
-        "repo": "flake-utils",
+        "repo": "flake-utils-plus",
         "type": "github"
       }
     },
     "flake-utils_2": {
+      "inputs": {
+        "systems": "systems"
+      },
       "locked": {
-        "lastModified": 1637014545,
+        "lastModified": 1694529238,
-        "narHash": "sha256-26IZAc5yzlD9FlDT54io1oqG/bBoyka+FJk5guaX4x4=",
+        "narHash": "sha256-zsNZZGTGnMOf9YpHKJqMSsa0dXbfmxeoJ7xHlrt+xmY=",
         "owner": "numtide",
         "repo": "flake-utils",
-        "rev": "bba5dcc8e0b20ab664967ad83d24d64cb64ec4f4",
+        "rev": "ff7b65b44d01cf9ba6a71320833626af21126384",
         "type": "github"
       },
       "original": {
@@ -46,74 +36,41 @@
         "type": "github"
       }
     },
-    "gitignoresrc": {
-      "flake": false,
-      "locked": {
-        "lastModified": 1635165013,
-        "narHash": "sha256-o/BdVjNwcB6jOmzZjOH703BesSkkS5O7ej3xhyO8hAY=",
-        "owner": "hercules-ci",
-        "repo": "gitignore.nix",
-        "rev": "5b9e0ff9d3b551234b4f3eb3983744fa354b17f1",
-        "type": "github"
-      },
-      "original": {
-        "owner": "hercules-ci",
-        "repo": "gitignore.nix",
-        "type": "github"
-      }
-    },
     "nixpkgs": {
       "locked": {
-        "lastModified": 1637448181,
+        "lastModified": 1750969886,
-        "narHash": "sha256-ujcXli4esmtIHUBjE1BjmMuBWrcNvlHZrVXx56i5B1M=",
+        "narHash": "sha256-zW/OFnotiz/ndPFdebpo3X0CrbVNf22n4DjN2vxlb58=",
         "owner": "NixOS",
         "repo": "nixpkgs",
-        "rev": "d5b65f812cd4f5a8fa74b406075b59a46f1cfd98",
+        "rev": "a676066377a2fe7457369dd37c31fd2263b662f4",
         "type": "github"
       },
       "original": {
         "owner": "NixOS",
-        "ref": "nixos-21.05",
+        "ref": "nixos-25.05",
-        "repo": "nixpkgs",
-        "type": "github"
-      }
-    },
-    "nixpkgs_2": {
-      "locked": {
-        "lastModified": 1637453606,
-        "narHash": "sha256-Gy6cwUswft9xqsjWxFYEnx/63/qzaFUwatcbV5GF/GQ=",
-        "owner": "NixOS",
-        "repo": "nixpkgs",
-        "rev": "8afc4e543663ca0a6a4f496262cd05233737e732",
-        "type": "github"
-      },
-      "original": {
-        "owner": "NixOS",
-        "ref": "nixpkgs-unstable",
         "repo": "nixpkgs",
         "type": "github"
       }
     },
     "root": {
       "inputs": {
-        "flake-compat": "flake-compat",
         "flake-utils": "flake-utils",
-        "gitignoresrc": "gitignoresrc",
         "nixpkgs": "nixpkgs",
         "rust-overlay": "rust-overlay"
       }
     },
     "rust-overlay": {
       "inputs": {
-        "flake-utils": "flake-utils_2",
+        "nixpkgs": [
-        "nixpkgs": "nixpkgs_2"
+          "nixpkgs"
+        ]
       },
       "locked": {
-        "lastModified": 1637633693,
+        "lastModified": 1751251399,
-        "narHash": "sha256-4EqHaQrpevUcGGcWIoNuZWJEhA1GhcApCSBggR0r2MM=",
+        "narHash": "sha256-y+viCuy/eKKpkX1K2gDvXIJI/yzvy6zA3HObapz9XZ0=",
         "owner": "oxalica",
         "repo": "rust-overlay",
-        "rev": "885ef5bf9d2857dff8689292aedb511dfc952862",
+        "rev": "b22d5ee8c60ed1291521f2dde48784edd6bf695b",
         "type": "github"
       },
       "original": {
@@ -121,6 +78,21 @@
         "repo": "rust-overlay",
         "type": "github"
       }
+    },
+    "systems": {
+      "locked": {
+        "lastModified": 1681028828,
+        "narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
+        "owner": "nix-systems",
+        "repo": "default",
+        "rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
+        "type": "github"
+      },
+      "original": {
+        "owner": "nix-systems",
+        "repo": "default",
+        "type": "github"
+      }
     }
   },
   "root": "root",

flake.nix

@@ -1,46 +1,89 @@
-{
+rec {
-  description = "basic rust flake";
+  description = "adf-bdd, Abstract Dialectical Frameworks solved by Binary Decision Diagrams; developed in Dresden";
 
   inputs = {
-    nixpkgs.url = "github:NixOS/nixpkgs/nixos-21.11";
+    nixpkgs.url = "github:NixOS/nixpkgs/nixos-25.05";
-    rust-overlay.url = "github:oxalica/rust-overlay";
+    rust-overlay = {
-    flake-utils.url = "github:numtide/flake-utils";
+      url = "github:oxalica/rust-overlay";
-    flake-compat = {
+      inputs = {
-      url = "github:edolstra/flake-compat";
+        nixpkgs.follows = "nixpkgs";
-      flake = false;
+        flake-utils.follows = "flake-utils/flake-utils";
       };
-    gitignoresrc = {
-      url = "github:hercules-ci/gitignore.nix";
-      flake = false;
     };
+    flake-utils.url = "github:gytis-ivaskevicius/flake-utils-plus";
   };
 
-  outputs = { self, nixpkgs, flake-utils, flake-compat, gitignoresrc, rust-overlay, ... }@inputs:
+  outputs = inputs @ {
-    {
+    self,
-      #overlay = import ./nix { inherit gitignoresrc; };
+    flake-utils,
-    } // (flake-utils.lib.eachDefaultSystem (system:
+    rust-overlay,
-      let
+    ...
-        pkgs = import nixpkgs {
+  }:
-          inherit system;
+    flake-utils.lib.mkFlake {
-          overlays = [ (import rust-overlay)];
+      inherit self inputs;
+      channels.nixpkgs.overlaysBuilder = channels: [rust-overlay.overlays.default];
+      outputsBuilder = channels: let
+        pkgs = channels.nixpkgs;
+        toolchain = pkgs.rust-bin.stable.latest.default;
+        platform = pkgs.makeRustPlatform {
+          cargo = toolchain;
+          rustc = toolchain;
         };
-      in
+      in rec {
-      rec {
+        packages = let
-        devShell =
+          cargoMetaBin = (builtins.fromTOML (builtins.readFile ./bin/Cargo.toml)).package;
-          pkgs.mkShell {
+          cargoMetaLib = (builtins.fromTOML (builtins.readFile ./lib/Cargo.toml)).package;
+          meta = {
+            inherit description;
+            homepage = "https://github.com/ellmau/adf-obdd";
+            license = [pkgs.lib.licenses.mit];
+
+            nativeBuildInputs = with platform; [
+              cargoBuildHook
+              cargoCheckHook
+            ];
+          };
+        in rec {
+          adf-bdd = platform.buildRustPackage {
+            pname = "adf-bdd";
+            inherit (cargoMetaBin) version;
+            inherit meta;
+
+            src = ./.;
+            cargoLock.lockFile = ./Cargo.lock;
+
+            buildAndTestSubdir = "bin";
+          };
+          adf_bdd = platform.buildRustPackage {
+            pname = "adf_bdd";
+            inherit (cargoMetaLib) version;
+            inherit meta;
+
+            src = ./.;
+            cargoLock.lockFile = ./Cargo.lock;
+
+            buildAndTestSubdir = "lib";
+          };
+        };
+        devShells.default = pkgs.mkShell {
           RUST_LOG = "debug";
           RUST_BACKTRACE = 1;
-            buildInputs = [
+          shellHook = ''
-              pkgs.rust-bin.nightly.latest.rustfmt
+            export PATH=''${HOME}/.cargo/bin''${PATH+:''${PATH}}
-              pkgs.rust-bin.stable.latest.default
+          '';
+          buildInputs = let
+            notOn = systems:
+              pkgs.lib.optionals (!builtins.elem pkgs.system systems);
+          in
+            [
+              toolchain
               pkgs.rust-analyzer
               pkgs.cargo-audit
               pkgs.cargo-license
-              pkgs.cargo-tarpaulin
+            ]
-              pkgs.cargo-kcov
+            ++ (notOn ["aarch64-darwin" "x86_64-darwin"] [pkgs.kcov pkgs.gnuplot pkgs.valgrind])
-              pkgs.kcov
+            ++ (notOn ["aarch64-linux" "aarch64-darwin" "i686-linux"] [pkgs.cargo-tarpaulin]);
-            ];
+        };
+      };
     };
 }
-    ));
-}

frontend/.editorconfig

@@ -0,0 +1,13 @@
+root = true
+
+[*]
+end_of_line = lf
+insert_final_newline = true
+
+[*.{ts,tsx}]
+indent_style = space
+indent_size = 2
+
+[package.json]
+indent_style = space
+indent_size = 2

frontend/.eslintrc.js

@@ -0,0 +1,27 @@
+module.exports = {
+    "env": {
+        "browser": true,
+        "es2021": true
+    },
+    "extends": [
+        "plugin:react/recommended",
+        "airbnb",
+        "airbnb-typescript",
+    ],
+    "parser": "@typescript-eslint/parser",
+    "parserOptions": {
+        "ecmaFeatures": {
+            "jsx": true
+        },
+        "ecmaVersion": "latest",
+        "sourceType": "module",
+        "project": "tsconfig.json"
+    },
+    "plugins": [
+        "react",
+        "@typescript-eslint"
+    ],
+    "rules": {
+        "react/jsx-filename-extension": [1, { "extensions": [".tsx"] }]
+    }
+}

frontend/.gitignore

@@ -0,0 +1,5 @@
+node_modules
+dist
+.parcel-cache
+yarn-error.log
+

frontend/README.md

@@ -0,0 +1,13 @@
+# Frontend for Webservice
+
+This directory contains the (standalone) frontend for <https://adf-bdd.dev> built using React, Material UI and Typescript.
+
+## Usage
+
+For local development run:
+
+- `yarn install` to install the dependencies
+- `yarn run check` to run typechecks and the linter (eslint)
+- `yarn start` to start the development server listening on `localhost:1234`
+
+The frontend tries to connect to the server at `localhost:8080` in development mode.

frontend/index.d.ts

@@ -0,0 +1,5 @@
+declare module 'bundle-text:*' {
+    const s: string
+    export default s
+}
+

frontend/package.json

@@ -0,0 +1,40 @@
+{
+    "name": "ADF-OBDD-Frontend",
+    "version": "0.1.0",
+    "source": "src/index.html",
+    "browserslist": "> 0.5%, last 2 versions, not dead",
+    "scripts": {
+        "check": "tsc --noEmit && eslint ./src",
+        "start": "parcel",
+        "build": "parcel build"
+    },
+    "devDependencies": {
+        "@parcel/transformer-inline-string": "2.9.3",
+        "@types/node": "^20.4.6",
+        "@types/react": "^18.2.18",
+        "@types/react-dom": "^18.2.7",
+        "@typescript-eslint/eslint-plugin": "^6.2.1",
+        "@typescript-eslint/parser": "^6.2.1",
+        "eslint": "^8.46.0",
+        "eslint-config-airbnb": "^19.0.4",
+        "eslint-config-airbnb-typescript": "^17.1.0",
+        "eslint-plugin-import": "^2.28.0",
+        "eslint-plugin-jsx-a11y": "^6.7.1",
+        "eslint-plugin-react": "^7.33.1",
+        "parcel": "^2.9.3",
+        "process": "^0.11.10",
+        "typescript": "^5.1.6"
+    },
+    "dependencies": {
+        "@antv/g6": "^4.8.20",
+        "@emotion/react": "^11.11.1",
+        "@emotion/styled": "^11.11.0",
+        "@fontsource/roboto": "^5.0.6",
+        "@mui/icons-material": "^5.14.3",
+        "@mui/material": "^5.14.3",
+        "markdown-to-jsx": "^7.2.1",
+        "react": "^18.2.0",
+        "react-dom": "^18.2.0",
+        "react-router-dom": "^6.14.2"
+    }
+}

frontend/shell.nix

@@ -0,0 +1,8 @@
+{ pkgs ? import <nixpkgs> {} }:
+
+pkgs.mkShell {
+  buildInputs = [
+    pkgs.yarn
+  ];
+}
+

frontend/src/app.tsx

@@ -0,0 +1,13 @@
+import * as React from 'react';
+import { createRoot } from 'react-dom/client';
+
+import '@fontsource/roboto/300.css';
+import '@fontsource/roboto/400.css';
+import '@fontsource/roboto/500.css';
+import '@fontsource/roboto/700.css';
+
+import App from './components/app';
+
+const container = document.getElementById('app');
+const root = createRoot(container!);
+root.render(<App />);

frontend/src/components/adf-details.tsx

@@ -0,0 +1,371 @@
+import React, {
+  useState, useContext, useEffect, useCallback, useRef,
+} from 'react';
+import { useParams, useNavigate } from 'react-router-dom';
+import {
+  Accordion,
+  AccordionDetails,
+  AccordionSummary,
+  Alert,
+  AlertColor,
+  Button,
+  Chip,
+  Container,
+  Grid,
+  Paper,
+  Pagination,
+  Skeleton,
+  Stack,
+  Tabs,
+  Tab,
+  TextField,
+  Typography,
+} from '@mui/material';
+
+import ExpandMoreIcon from '@mui/icons-material/ExpandMore';
+
+import DetailInfoMd from 'bundle-text:../help-texts/detail-info.md';
+import Markdown from './markdown';
+
+import GraphG6, { GraphProps } from './graph-g6';
+import LoadingContext from './loading-context';
+import SnackbarContext from './snackbar-context';
+
+export type Parsing = 'Naive' | 'Hybrid';
+
+export type StrategySnakeCase = 'parse_only' | 'ground' | 'complete' | 'stable' | 'stable_counting_a' | 'stable_counting_b' | 'stable_nogood';
+
+export type StrategyCamelCase = 'ParseOnly' | 'Ground' | 'Complete' | 'Stable' | 'StableCountingA' | 'StableCountingB' | 'StableNogood';
+export const STRATEGIES_WITHOUT_PARSE: StrategyCamelCase[] = ['Ground', 'Complete', 'Stable', 'StableCountingA', 'StableCountingB', 'StableNogood'];
+
+export interface AcAndGraph {
+  ac: string[],
+  graph: GraphProps,
+}
+
+export type AcsWithGraphsOpt = {
+  type: 'None',
+} | {
+  type: 'Error',
+  content: string
+} | {
+  type: 'Some',
+  content: AcAndGraph[]
+};
+
+export type Task = {
+  type: 'Parse',
+} | {
+  type: 'Solve',
+  content: StrategyCamelCase,
+};
+
+export interface AdfProblemInfo {
+  name: string,
+  code: string,
+  parsing_used: Parsing,
+  // NOTE: the keys are really only strategies
+  acs_per_strategy: { [key in StrategySnakeCase]: AcsWithGraphsOpt },
+  running_tasks: Task[],
+}
+
+export function acsWithGraphOptToColor(status: AcsWithGraphsOpt, running: boolean): AlertColor {
+  if (running) {
+    return 'warning';
+  }
+
+  switch (status.type) {
+    case 'None': return 'info';
+    case 'Error': return 'error';
+    case 'Some': return 'success';
+    default:
+      throw new Error('Unknown type union variant (cannot occur)');
+  }
+}
+
+export function acsWithGraphOptToText(status: AcsWithGraphsOpt, running: boolean): string {
+  if (running) {
+    return 'Running';
+  }
+
+  switch (status.type) {
+    case 'None': return 'Not attempted';
+    case 'Error': return 'Failed';
+    case 'Some': return 'Done';
+    default:
+      throw new Error('Unknown type union variant (cannot occur)');
+  }
+}
+
+function AdfDetails() {
+  const { adfName } = useParams();
+  const navigate = useNavigate();
+
+  const { setLoading } = useContext(LoadingContext);
+  const { status: snackbarInfo, setStatus: setSnackbarInfo } = useContext(SnackbarContext);
+  const [problem, setProblem] = useState<AdfProblemInfo>();
+  const [tab, setTab] = useState<StrategySnakeCase>('parse_only');
+  const [solutionIndex, setSolutionIndex] = useState<number>(0);
+
+  const isFirstRender = useRef(true);
+
+  const fetchProblem = useCallback(
+    () => {
+      fetch(`${process.env.NODE_ENV === 'development' ? '//localhost:8080' : ''}/adf/${adfName}`, {
+        method: 'GET',
+        credentials: process.env.NODE_ENV === 'development' ? 'include' : 'same-origin',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+      })
+        .then((res) => {
+          switch (res.status) {
+            case 200:
+              res.json().then((resProblem) => {
+                setProblem(resProblem);
+              });
+              break;
+            default:
+              navigate('/');
+              break;
+          }
+        });
+    },
+    [setProblem],
+  );
+
+  const solveHandler = useCallback(
+    (strategy: StrategyCamelCase) => {
+      setLoading(true);
+
+      fetch(`${process.env.NODE_ENV === 'development' ? '//localhost:8080' : ''}/adf/${adfName}/solve`, {
+        method: 'PUT',
+        credentials: process.env.NODE_ENV === 'development' ? 'include' : 'same-origin',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+        body: JSON.stringify({ strategy }),
+      })
+        .then((res) => {
+          switch (res.status) {
+            case 200:
+              setSnackbarInfo({ message: 'Solving problem now...', severity: 'success', potentialUserChange: false });
+              fetchProblem();
+              break;
+            default:
+              setSnackbarInfo({ message: 'Something went wrong tying to solve the problem.', severity: 'error', potentialUserChange: false });
+              break;
+          }
+        })
+        .finally(() => setLoading(false));
+    },
+    [adfName],
+  );
+
+  const deleteHandler = useCallback(
+    () => {
+      setLoading(true);
+
+      fetch(`${process.env.NODE_ENV === 'development' ? '//localhost:8080' : ''}/adf/${adfName}`, {
+        method: 'DELETE',
+        credentials: process.env.NODE_ENV === 'development' ? 'include' : 'same-origin',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+      })
+        .then((res) => {
+          switch (res.status) {
+            case 200:
+              setSnackbarInfo({ message: 'ADF Problem deleted.', severity: 'success', potentialUserChange: false });
+              navigate('/');
+              break;
+            default:
+              break;
+          }
+        })
+        .finally(() => setLoading(false));
+    },
+    [adfName],
+  );
+
+  useEffect(
+    () => {
+      // TODO: having the info if the user may have changed on the snackbar info
+      // is a bit lazy and unclean; be better!
+      if (isFirstRender.current || snackbarInfo?.potentialUserChange) {
+        isFirstRender.current = false;
+
+        fetchProblem();
+      }
+    },
+    [snackbarInfo?.potentialUserChange],
+  );
+
+  useEffect(
+    () => {
+      // if there is a running task, fetch problems again after 20 seconds
+      let timeout: ReturnType<typeof setTimeout>;
+      if (problem && problem.running_tasks.length > 0) {
+        timeout = setTimeout(() => fetchProblem(), 20000);
+      }
+
+      return () => {
+        if (timeout) {
+          clearTimeout(timeout);
+        }
+      };
+    },
+    [problem],
+  );
+
+  const acsOpt = problem?.acs_per_strategy[tab];
+  const acsContent = acsOpt?.type === 'Some' ? acsOpt.content : undefined;
+  const tabCamelCase: StrategyCamelCase = tab.replace(/^([a-z])/, (_, p1) => p1.toUpperCase()).replace(/_([a-z])/g, (_, p1) => `${p1.toUpperCase()}`) as StrategyCamelCase;
+
+  return (
+    <>
+      <Typography variant="h3" component="h1" align="center" gutterBottom>
+        ADF-BDD.DEV
+      </Typography>
+      <Container sx={{ marginTop: 2, marginBottom: 2 }}>
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <span style={{ fontWeight: 'bold' }}>What can I do with the ADF now?</span>
+          </AccordionSummary>
+          <AccordionDetails>
+            <Grid container alignItems="center" spacing={2}>
+              <Grid item xs={12} sm={8}>
+                <Markdown>{DetailInfoMd}</Markdown>
+              </Grid>
+              <Grid item xs={12} sm={4}>
+                <img
+                  src={new URL('../help-texts/example-bdd.png', import.meta.url).toString()}
+                  alt="Example BDD"
+                  style={{ maxWidth: '100%', borderRadius: 4, boxShadow: '0 0 5px 0 rgba(0,0,0,0.4)' }}
+                />
+              </Grid>
+            </Grid>
+          </AccordionDetails>
+        </Accordion>
+      </Container>
+      <Container sx={{ marginBottom: 4 }}>
+        {problem ? (
+          <>
+            <Paper elevation={8} sx={{ padding: 2, marginBottom: 2 }}>
+              <Stack direction="row" justifyContent="space-between" sx={{ marginBottom: 1 }}>
+                <Button
+                  variant="outlined"
+                  color="info"
+                  onClick={() => { navigate('/'); }}
+                >
+                  Back
+                </Button>
+                <Typography variant="h4" component="h2" align="center" gutterBottom>
+                  {problem.name}
+                </Typography>
+                <Button
+                  type="button"
+                  variant="outlined"
+                  color="error"
+                  onClick={() => {
+                  // eslint-disable-next-line no-alert
+                    if (window.confirm('Are you sure that you want to delete this ADF problem?')) {
+                      deleteHandler();
+                    }
+                  }}
+                >
+                  Delete
+                </Button>
+              </Stack>
+              <TextField
+                name="code"
+                label="Code"
+                helperText="Click here to copy!"
+                multiline
+                maxRows={5}
+                fullWidth
+                variant="filled"
+                value={problem.code.trim()}
+                disabled
+                sx={{ cursor: 'pointer' }}
+                onClick={() => { navigator.clipboard.writeText(problem.code); setSnackbarInfo({ message: 'Code copied to clipboard!', severity: 'info', potentialUserChange: false }); }}
+              />
+            </Paper>
+            <Tabs
+              value={tab}
+              onChange={(_e, newTab) => { setTab(newTab); setSolutionIndex(0); }}
+              variant="scrollable"
+              scrollButtons="auto"
+            >
+              <Tab wrapped value="parse_only" label={<Chip color={acsWithGraphOptToColor(problem.acs_per_strategy.parse_only, problem.running_tasks.some((t: Task) => t.type === 'Parse'))} label={`${problem.parsing_used} Parsing`} sx={{ cursor: 'inherit' }} />} />
+              {STRATEGIES_WITHOUT_PARSE.map((strategy) => {
+                const spaced = strategy.replace(/([A-Za-z])([A-Z])/g, '$1 $2');
+                const snakeCase = strategy.replace(/^([A-Z])/, (_, p1) => p1.toLowerCase()).replace(/([A-Z])/g, (_, p1) => `_${p1.toLowerCase()}`) as StrategySnakeCase;
+                const status = problem.acs_per_strategy[snakeCase];
+
+                const running = problem.running_tasks.some((t: Task) => t.type === 'Solve' && t.content === strategy);
+
+                const color = acsWithGraphOptToColor(status, running);
+
+                return <Tab key={strategy} wrapped value={snakeCase} label={<Chip color={color} label={spaced} sx={{ cursor: 'inherit' }} />} />;
+              })}
+            </Tabs>
+
+            {acsContent && acsContent.length > 1 && (
+              <>
+                Models:
+                <br />
+                <Pagination variant="outlined" shape="rounded" count={acsContent.length} page={solutionIndex + 1} onChange={(_e, newIdx) => setSolutionIndex(newIdx - 1)} />
+              </>
+            )}
+            <Paper elevation={3} square sx={{ padding: 2, marginTop: 4, marginBottom: 4 }}>
+              {problem.running_tasks.some((t: Task) => (tab === 'parse_only' && t.type === 'Parse') || (t.type === 'Solve' && t.content === tabCamelCase)) ? (
+                <Alert severity="warning">Working hard to solve the problem right now...</Alert>
+              ) : (
+                <>
+                  {acsContent && acsContent.length > 0 && (
+                  <GraphG6 graph={acsContent[solutionIndex].graph} />
+                  )}
+                  {acsContent && acsContent.length === 0 && (
+                  <Alert severity="info">The problem has no models for this strategy.</Alert>
+                  )}
+                  {!acsContent && acsOpt?.type === 'Error' && (
+                  <Alert severity="error">
+                    An error occurred:
+                    {acsOpt.content}
+                  </Alert>
+                  )}
+                  {!acsContent && acsOpt?.type === 'None' && (
+                  <>
+                    <Alert severity="info" sx={{ marginBottom: 1 }}>This strategy was not attempted yet.</Alert>
+                    <Button
+                      variant="contained"
+                      size="large"
+                      color="warning"
+                      onClick={() => {
+                        solveHandler(tabCamelCase);
+                      }}
+                    >
+                      Solve now!
+                    </Button>
+                  </>
+                  )}
+                </>
+              )}
+            </Paper>
+          </>
+        ) : (
+          <>
+            <Paper elevation={8} sx={{ padding: 2, marginBottom: 8 }}>
+              <Skeleton variant="text" width="50%" sx={{ fontSize: '2.125rem', margin: 'auto' }} />
+              <Skeleton variant="rounded" width="100%" height={200} />
+            </Paper>
+            <Skeleton variant="rectangular" width="100%" height={500} />
+          </>
+        )}
+      </Container>
+    </>
+  );
+}
+
+export default AdfDetails;

frontend/src/components/adf-new-form.tsx

@@ -0,0 +1,187 @@
+import React, {
+  useState, useContext, useCallback, useRef,
+} from 'react';
+
+import {
+  Button,
+  Container,
+  FormControl,
+  FormControlLabel,
+  FormLabel,
+  Link,
+  Paper,
+  Radio,
+  RadioGroup,
+  Stack,
+  Typography,
+  TextField,
+  ToggleButtonGroup,
+  ToggleButton,
+} from '@mui/material';
+
+import LoadingContext from './loading-context';
+import SnackbarContext from './snackbar-context';
+
+import { Parsing } from './adf-details';
+
+const PLACEHOLDER = `s(a).
+s(b).
+s(c).
+s(d).
+ac(a,c(v)).
+ac(b,b).
+ac(c,and(a,b)).
+ac(d,neg(b)).`;
+
+function AdfNewForm({ fetchProblems }: { fetchProblems: () => void; }) {
+  const { setLoading } = useContext(LoadingContext);
+  const { setStatus: setSnackbarInfo } = useContext(SnackbarContext);
+  const [isFileUpload, setFileUpload] = useState(false);
+  const [code, setCode] = useState(PLACEHOLDER);
+  const [filename, setFilename] = useState('');
+  const [parsing, setParsing] = useState<Parsing>('Naive');
+  const [isAf, setIsAf] = useState(false);
+  const [name, setName] = useState('');
+  const fileRef = useRef<HTMLInputElement>(null);
+
+  const addAdf = useCallback(
+    () => {
+      setLoading(true);
+
+      const formData = new FormData();
+
+      if (isFileUpload && fileRef.current) {
+        const file = fileRef.current.files?.[0];
+        if (file) {
+          formData.append('file', file);
+        }
+      } else {
+        formData.append('code', code);
+      }
+
+      formData.append('parsing', parsing);
+      formData.append('is_af', isAf);
+      formData.append('name', name);
+
+      fetch(`${process.env.NODE_ENV === 'development' ? '//localhost:8080' : ''}/adf/add`, {
+        method: 'POST',
+        credentials: process.env.NODE_ENV === 'development' ? 'include' : 'same-origin',
+        body: formData,
+      })
+        .then((res) => {
+          switch (res.status) {
+            case 200:
+              setSnackbarInfo({ message: 'Successfully added ADF problem!', severity: 'success', potentialUserChange: true });
+              fetchProblems();
+              break;
+            default:
+              setSnackbarInfo({ message: 'An error occured while adding the ADF problem.', severity: 'error', potentialUserChange: true });
+              break;
+          }
+        })
+        .finally(() => setLoading(false));
+    },
+    [isFileUpload, code, filename, parsing, name, fileRef.current],
+  );
+
+  return (
+    <Container>
+      <Paper elevation={8} sx={{ padding: 2 }}>
+        <Typography variant="h4" component="h2" align="center" gutterBottom>
+          Add a new Problem
+        </Typography>
+        <Container sx={{ marginTop: 2, marginBottom: 2 }}>
+          <Stack direction="row" justifyContent="center">
+            <ToggleButtonGroup
+              value={isFileUpload}
+              exclusive
+              onChange={(_e, newValue) => { setFileUpload(newValue); setFilename(''); }}
+            >
+              <ToggleButton value={false}>
+                Write by Hand
+              </ToggleButton>
+              <ToggleButton value>
+                Upload File
+              </ToggleButton>
+            </ToggleButtonGroup>
+          </Stack>
+        </Container>
+
+        <Container sx={{ marginTop: 2, marginBottom: 2 }}>
+          {isFileUpload ? (
+            <Stack direction="row" justifyContent="center">
+              <Button component="label">
+                {(!!filename && fileRef?.current?.files?.[0]) ? `File '${filename.split(/[\\/]/).pop()}' selected! (Click to change)` : 'Upload File'}
+                <input hidden type="file" onChange={(event) => { setFilename(event.target.value); }} ref={fileRef} />
+              </Button>
+            </Stack>
+          ) : (
+            <TextField
+              name="code"
+              label="Put your code here:"
+              helperText={(
+                <>
+                  For more info on the ADF syntax, have a
+                  look
+                  {' '}
+                  <Link href="https://github.com/ellmau/adf-obdd" target="_blank" rel="noopener noreferrer">here</Link>
+                  . For the AF syntax, we currently only allow the ICCMA competition format, see for example
+                  {' '}
+                  <Link href="https://argumentationcompetition.org/2025/rules.html" target="_blank" rel="noopener noreferrer">here</Link>
+                  .
+                </>
+              )}
+              multiline
+              fullWidth
+              variant="filled"
+              value={code}
+              onChange={(event) => { setCode(event.target.value); }}
+            />
+          )}
+        </Container>
+
+        <Container sx={{ marginTop: 2 }}>
+          <Stack direction="row" justifyContent="center" spacing={2}>
+            <FormControl>
+              <FormLabel id="isAf-radio-group">ADF or AF?</FormLabel>
+              <RadioGroup
+                row
+                aria-labelledby="isAf-radio-group"
+                name="isAf"
+                value={isAf}
+                onChange={(e) => setIsAf(((e.target as HTMLInputElement).value))}
+              >
+                <FormControlLabel value={false} control={<Radio />} label="ADF" />
+                <FormControlLabel value={true} control={<Radio />} label="AF" />
+              </RadioGroup>
+              <span style={{ fontSize: "0.7em" }}>AFs are converted to ADFs internally.</span>
+            </FormControl>
+            <FormControl>
+              <FormLabel id="parsing-radio-group">Parsing Strategy</FormLabel>
+              <RadioGroup
+                row
+                aria-labelledby="parsing-radio-group"
+                name="parsing"
+                value={parsing}
+                onChange={(e) => setParsing(((e.target as HTMLInputElement).value) as Parsing)}
+              >
+                <FormControlLabel value="Naive" control={<Radio />} label="Naive" />
+                <FormControlLabel value="Hybrid" control={<Radio />} label="Hybrid" />
+              </RadioGroup>
+            </FormControl>
+            <TextField
+              name="name"
+              label="Adf Problem Name (optional):"
+              variant="standard"
+              value={name}
+              onChange={(event) => { setName(event.target.value); }}
+            />
+            <Button variant="outlined" onClick={() => addAdf()}>Add Adf Problem</Button>
+          </Stack>
+        </Container>
+      </Paper>
+    </Container>
+  );
+}
+
+export default AdfNewForm;

frontend/src/components/adf-overview.tsx

@@ -0,0 +1,189 @@
+import React, {
+  useRef, useState, useCallback, useEffect, useContext,
+} from 'react';
+
+import {
+  useNavigate,
+} from 'react-router-dom';
+
+import {
+  Accordion,
+  AccordionDetails,
+  AccordionSummary,
+  Chip,
+  Container,
+  Paper,
+  TableContainer,
+  Table,
+  TableHead,
+  TableRow,
+  TableCell,
+  TableBody,
+  Typography,
+} from '@mui/material';
+
+import ExpandMoreIcon from '@mui/icons-material/ExpandMore';
+
+import AddInfoMd from 'bundle-text:../help-texts/add-info.md';
+import Markdown from './markdown';
+
+import AdfNewForm from './adf-new-form';
+
+import {
+  AdfProblemInfo,
+  StrategySnakeCase,
+  STRATEGIES_WITHOUT_PARSE,
+  Task,
+  acsWithGraphOptToColor,
+  acsWithGraphOptToText,
+} from './adf-details';
+
+import SnackbarContext from './snackbar-context';
+
+function AdfOverview() {
+  const { status: snackbarInfo } = useContext(SnackbarContext);
+  const [problems, setProblems] = useState<AdfProblemInfo[]>([]);
+
+  const navigate = useNavigate();
+
+  const isFirstRender = useRef(true);
+
+  const fetchProblems = useCallback(
+    () => {
+      fetch(`${process.env.NODE_ENV === 'development' ? '//localhost:8080' : ''}/adf/`, {
+        method: 'GET',
+        credentials: process.env.NODE_ENV === 'development' ? 'include' : 'same-origin',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+      })
+        .then((res) => {
+          switch (res.status) {
+            case 200:
+              res.json().then((resProblems) => {
+                setProblems(resProblems);
+              });
+              break;
+            case 401:
+              setProblems([]);
+              break;
+            default:
+              break;
+          }
+        });
+    },
+    [setProblems],
+  );
+
+  useEffect(
+    () => {
+      // TODO: having the info if the user may have changed on the snackbar info
+      // is a bit lazy and unclean; be better!
+      if (isFirstRender.current || snackbarInfo?.potentialUserChange) {
+        isFirstRender.current = false;
+
+        fetchProblems();
+      }
+    },
+    [snackbarInfo?.potentialUserChange],
+  );
+
+  useEffect(
+    () => {
+      // if there is a running task, fetch problems again after 20 seconds
+      let timeout: ReturnType<typeof setTimeout>;
+      if (problems.some((p) => p.running_tasks.length > 0)) {
+        timeout = setTimeout(() => fetchProblems(), 20000);
+      }
+
+      return () => {
+        if (timeout) {
+          clearTimeout(timeout);
+        }
+      };
+    },
+    [problems],
+  );
+
+  return (
+    <>
+      <Typography variant="h3" component="h1" align="center" gutterBottom>
+        ADF-BDD.DEV
+      </Typography>
+      <Container sx={{ marginTop: 2, marginBottom: 2 }}>
+        <Accordion>
+          <AccordionSummary expandIcon={<ExpandMoreIcon />}>
+            <span style={{ fontWeight: 'bold' }}>What is this webapp doing and how should I use it?</span>
+          </AccordionSummary>
+          <AccordionDetails>
+            <Markdown>{AddInfoMd}</Markdown>
+          </AccordionDetails>
+        </Accordion>
+      </Container>
+      {problems.length > 0
+        && (
+        <Container sx={{ marginBottom: 4 }}>
+          <Paper elevation={8} sx={{ padding: 2 }}>
+            <Typography variant="h4" component="h2" align="center" gutterBottom>
+              Existing Problems
+            </Typography>
+            <TableContainer component={Paper}>
+              <Table>
+                <TableHead>
+                  <TableRow>
+                    <TableCell align="center">ADF Problem Name</TableCell>
+                    <TableCell align="center">Parse Status</TableCell>
+                    <TableCell align="center">Grounded Solution</TableCell>
+                    <TableCell align="center">Complete Solution</TableCell>
+                    <TableCell align="center">Stable Solution</TableCell>
+                    <TableCell align="center">Stable Solution (Counting Method A)</TableCell>
+                    <TableCell align="center">Stable Solution (Counting Method B)</TableCell>
+                    <TableCell align="center">Stable Solution (Nogood-Based)</TableCell>
+                  </TableRow>
+                </TableHead>
+                <TableBody>
+                  {problems.map((problem) => (
+                    <TableRow
+                      key={problem.name}
+                      onClick={() => { navigate(`/${problem.name}`); }}
+                      sx={{ '&:last-child td, &:last-child th': { border: 0 }, cursor: 'pointer' }}
+                    >
+                      <TableCell component="th" scope="row">
+                        {problem.name}
+                      </TableCell>
+                      {
+                (() => {
+                  const status = problem.acs_per_strategy.parse_only;
+                  const running = problem.running_tasks.some((t: Task) => t.type === 'Parse');
+
+                  const color = acsWithGraphOptToColor(status, running);
+                  const text = acsWithGraphOptToText(status, running);
+
+                  return <TableCell align="center"><Chip color={color} label={`${text} (${problem.parsing_used} Parsing)`} sx={{ cursor: 'inherit' }} /></TableCell>;
+                })()
+              }
+                      {
+                  STRATEGIES_WITHOUT_PARSE.map((strategy) => {
+                    const status = problem.acs_per_strategy[strategy.replace(/^([A-Z])/, (_, p1) => p1.toLowerCase()).replace(/([A-Z])/g, (_, p1) => `_${p1.toLowerCase()}`) as StrategySnakeCase];
+                    const running = problem.running_tasks.some((t: Task) => t.type === 'Solve' && t.content === strategy);
+
+                    const color = acsWithGraphOptToColor(status, running);
+                    const text = acsWithGraphOptToText(status, running);
+
+                    return <TableCell key={strategy} align="center"><Chip color={color} label={text} sx={{ cursor: 'inherit' }} /></TableCell>;
+                  })
+              }
+                    </TableRow>
+                  ))}
+                </TableBody>
+              </Table>
+            </TableContainer>
+          </Paper>
+        </Container>
+        )}
+      <AdfNewForm fetchProblems={fetchProblems} />
+    </>
+  );
+}
+
+export default AdfOverview;

frontend/src/components/app.tsx

@@ -0,0 +1,155 @@
+import React, { useState, useMemo } from 'react';
+
+import { createBrowserRouter, RouterProvider } from 'react-router-dom';
+
+import { ThemeProvider, createTheme } from '@mui/material/styles';
+import {
+  Alert,
+  AlertColor,
+  Backdrop,
+  Container,
+  CircularProgress,
+  CssBaseline,
+  Link,
+  Snackbar,
+  Stack,
+  useMediaQuery,
+} from '@mui/material';
+
+import LoadingContext from './loading-context';
+import SnackbarContext from './snackbar-context';
+import Footer from './footer';
+import AdfOverview from './adf-overview';
+import AdfDetails from './adf-details';
+
+const browserRouter = createBrowserRouter([
+  {
+    path: '/',
+    element: <AdfOverview />,
+  },
+  {
+    path: '/:adfName',
+    element: <AdfDetails />,
+  },
+]);
+
+function App() {
+  const prefersDarkMode = useMediaQuery('(prefers-color-scheme: dark)');
+
+  const theme = useMemo(
+    () => createTheme({
+      palette: {
+        mode: prefersDarkMode ? 'dark' : 'light',
+      },
+    }),
+    [prefersDarkMode],
+  );
+
+  const [loading, setLoading] = useState(false);
+  const loadingContext = useMemo(() => ({ loading, setLoading }), [loading, setLoading]);
+
+  const [snackbarInfo, setSnackbarInfo] = useState<{
+    message: string,
+    severity: AlertColor,
+    potentialUserChange: boolean,
+  } | undefined>();
+  const snackbarContext = useMemo(
+    () => ({ status: snackbarInfo, setStatus: setSnackbarInfo }),
+    [snackbarInfo, setSnackbarInfo],
+  );
+
+  return (
+    <ThemeProvider theme={theme}>
+      <LoadingContext.Provider value={loadingContext}>
+        <SnackbarContext.Provider value={snackbarContext}>
+          <CssBaseline />
+          <main style={{ maxHeight: 'calc(100vh - 70px)', overflowY: 'auto' }}>
+            <RouterProvider router={browserRouter} />
+
+            <Container sx={{ marginTop: 4 }}>
+              <Stack direction="row" justifyContent="center" flexWrap="wrap">
+                <Link href="https://www.innosale.eu/" target="_blank" rel="noopener noreferrer">
+                  <img
+                    src={new URL('../innosale-logo.png', import.meta.url).toString()}
+                    alt="InnoSale Logo"
+                    height="40"
+                    style={{
+                      display: 'inline-block', borderRadius: 4, margin: 2, boxShadow: '0 0 5px 0 rgba(0,0,0,0.4)', padding: 8, background: '#FFFFFF',
+                    }}
+                  />
+                </Link>
+                <Link href="https://scads.ai/" target="_blank" rel="noopener noreferrer">
+                  <img
+                    src={new URL('../scads-logo.png', import.meta.url).toString()}
+                    alt="Scads.AI Logo"
+                    height="40"
+                    style={{
+                      display: 'inline-block', borderRadius: 4, margin: 2, boxShadow: '0 0 5px 0 rgba(0,0,0,0.4)', padding: 2, background: '#FFFFFF',
+                    }}
+                  />
+                </Link>
+                <Link href="https://secai.org/" target="_blank" rel="noopener noreferrer">
+                  <img
+                    src={new URL('../secai-logo.png', import.meta.url).toString()}
+                    alt="Secai Logo"
+                    height="40"
+                    style={{
+                      display: 'inline-block', borderRadius: 4, margin: 2, boxShadow: '0 0 5px 0 rgba(0,0,0,0.4)',
+                    }}
+                  />
+                </Link>
+                <Link href="https://perspicuous-computing.science" target="_blank" rel="noopener noreferrer">
+                  <img
+                    src={new URL('../cpec-logo.png', import.meta.url).toString()}
+                    alt="CPEC Logo"
+                    height="40"
+                    style={{
+                      display: 'inline-block', borderRadius: 4, margin: 2, boxShadow: '0 0 5px 0 rgba(0,0,0,0.4)', padding: 8, background: '#FFFFFF',
+                    }}
+                  />
+                </Link>
+                <Link href="https://iccl.inf.tu-dresden.de" target="_blank" rel="noopener noreferrer">
+                  <img
+                    src={new URL('../iccl-logo.png', import.meta.url).toString()}
+                    alt="ICCL Logo"
+                    height="40"
+                    style={{
+                      display: 'inline-block', borderRadius: 4, margin: 2, boxShadow: '0 0 5px 0 rgba(0,0,0,0.4)', padding: 4, background: '#FFFFFF',
+                    }}
+                  />
+                </Link>
+                <Link href="https://tu-dresden.de" target="_blank" rel="noopener noreferrer">
+                  <img
+                    src={new URL('../tud-logo.png', import.meta.url).toString()}
+                    alt="TU Dresden Logo"
+                    height="40"
+                    style={{
+                      display: 'inline-block', borderRadius: 4, margin: 2, boxShadow: '0 0 5px 0 rgba(0,0,0,0.4)',
+                    }}
+                  />
+                </Link>
+              </Stack>
+            </Container>
+          </main>
+
+          <Footer />
+
+          <Backdrop
+            open={loading}
+          >
+            <CircularProgress color="inherit" />
+          </Backdrop>
+          <Snackbar
+            open={!!snackbarInfo}
+            autoHideDuration={10000}
+            onClose={() => setSnackbarInfo(undefined)}
+          >
+            <Alert severity={snackbarInfo?.severity}>{snackbarInfo?.message}</Alert>
+          </Snackbar>
+        </SnackbarContext.Provider>
+      </LoadingContext.Provider>
+    </ThemeProvider>
+  );
+}
+
+export default App;

frontend/src/components/footer.tsx

@@ -0,0 +1,247 @@
+import React, {
+  useState, useCallback, useContext, useEffect, useRef,
+} from 'react';
+
+import {
+  AlertColor,
+  Alert,
+  AppBar,
+  Box,
+  Button,
+  Dialog,
+  DialogActions,
+  DialogContent,
+  DialogTitle,
+  Link,
+  TextField,
+  Toolbar,
+} from '@mui/material';
+
+import LoadingContext from './loading-context';
+import SnackbarContext from './snackbar-context';
+
+enum UserFormType {
+  Login = 'Login',
+  Register = 'Register',
+  Update = 'Update',
+}
+
+interface UserFormProps {
+  formType: UserFormType | null;
+  close: (message?: string, severity?: AlertColor) => void;
+  username?: string;
+}
+
+function UserForm({ username: propUsername, formType, close }: UserFormProps) {
+  const { setLoading } = useContext(LoadingContext);
+  const [username, setUsername] = useState<string>(propUsername || '');
+  const [password, setPassword] = useState<string>('');
+  const [errorOccurred, setError] = useState<boolean>(false);
+
+  const submitHandler = useCallback(
+    (del: boolean) => {
+      setLoading(true);
+      setError(false);
+
+      let method; let
+        endpoint;
+      if (del) {
+        method = 'DELETE';
+        endpoint = '/users/delete';
+      } else {
+        switch (formType) {
+          case UserFormType.Login:
+            method = 'POST';
+            endpoint = '/users/login';
+            break;
+          case UserFormType.Register:
+            method = 'POST';
+            endpoint = '/users/register';
+            break;
+          case UserFormType.Update:
+            method = 'PUT';
+            endpoint = '/users/update';
+            break;
+          default:
+            // NOTE: the value is not null when the dialog is open
+            break;
+        }
+      }
+
+      fetch(`${process.env.NODE_ENV === 'development' ? '//localhost:8080' : ''}${endpoint}`, {
+        method,
+        credentials: process.env.NODE_ENV === 'development' ? 'include' : 'same-origin',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+        body: !del ? JSON.stringify({ username, password }) : undefined,
+      })
+        .then((res) => {
+          switch (res.status) {
+            case 200:
+              close(`Action '${del ? 'Delete' : formType}' successful!`, 'success');
+              break;
+            default:
+              setError(true);
+              break;
+          }
+        })
+        .finally(() => setLoading(false));
+    },
+    [username, password, formType],
+  );
+
+  return (
+    <form onSubmit={(e) => { e.preventDefault(); submitHandler(false); }}>
+      <DialogTitle>{formType}</DialogTitle>
+      <DialogContent>
+        <TextField
+          variant="standard"
+          type="text"
+          label="Username"
+          value={username}
+          onChange={(event) => { setUsername(event.target.value); }}
+        />
+        <br />
+        <TextField
+          variant="standard"
+          type="password"
+          label="Password"
+          value={password}
+          onChange={(event) => { setPassword(event.target.value); }}
+        />
+        {errorOccurred
+          && <Alert severity="error">Check your inputs!</Alert>}
+      </DialogContent>
+      <DialogActions>
+        <Button type="button" onClick={() => close()}>Cancel</Button>
+        <Button type="submit" variant="contained" color="success">{formType}</Button>
+        {formType === UserFormType.Update
+        // TODO: add another confirm dialog here
+          && (
+          <Button
+            type="button"
+            variant="outlined"
+            color="error"
+            onClick={() => {
+              // eslint-disable-next-line no-alert
+              if (window.confirm('Are you sure that you want to delete your account?')) {
+                submitHandler(true);
+              }
+            }}
+          >
+            Delete Account
+          </Button>
+          )}
+      </DialogActions>
+    </form>
+  );
+}
+
+UserForm.defaultProps = { username: undefined };
+
+function Footer() {
+  const { status: snackbarInfo, setStatus: setSnackbarInfo } = useContext(SnackbarContext);
+  const [username, setUsername] = useState<string>();
+  const [tempUser, setTempUser] = useState<boolean>();
+  const [dialogTypeOpen, setDialogTypeOpen] = useState<UserFormType | null>(null);
+
+  const isFirstRender = useRef(true);
+
+  const logout = useCallback(() => {
+    fetch(`${process.env.NODE_ENV === 'development' ? '//localhost:8080' : ''}/users/logout`, {
+      method: 'DELETE',
+      credentials: process.env.NODE_ENV === 'development' ? 'include' : 'same-origin',
+      headers: {
+        'Content-Type': 'application/json',
+      },
+    })
+      .then((res) => {
+        switch (res.status) {
+          case 200:
+            setSnackbarInfo({ message: 'Logout successful!', severity: 'success', potentialUserChange: true });
+            setUsername(undefined);
+            break;
+          default:
+            setSnackbarInfo({ message: 'An error occurred while trying to log out.', severity: 'error', potentialUserChange: false });
+            break;
+        }
+      });
+  }, [setSnackbarInfo]);
+
+  useEffect(() => {
+    // TODO: having the info if the user may have changed on the snackbar info
+    // is a bit lazy and unclean; be better!
+    if (isFirstRender.current || snackbarInfo?.potentialUserChange) {
+      isFirstRender.current = false;
+
+      fetch(`${process.env.NODE_ENV === 'development' ? '//localhost:8080' : ''}/users/info`, {
+        method: 'GET',
+        credentials: process.env.NODE_ENV === 'development' ? 'include' : 'same-origin',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+      })
+        .then((res) => {
+          switch (res.status) {
+            case 200:
+              res.json().then(({ username: user, temp }) => {
+                setUsername(user);
+                setTempUser(temp);
+              });
+              break;
+            default:
+              setUsername(undefined);
+              break;
+          }
+        });
+    }
+  }, [snackbarInfo?.potentialUserChange]);
+
+  return (
+    <>
+      <AppBar position="fixed" sx={{ top: 'auto', bottom: 0 }}>
+        <Toolbar sx={{ justifyContent: 'center', alignItems: 'center' }}>
+          <Box sx={{ flexGrow: 1 }}>
+            {username ? (
+              <>
+                <span>
+                  Logged in as:
+                  {' '}
+                  {username}
+                  {' '}
+                  {tempUser ? '(Temporary User. Edit to set a password!)' : undefined}
+                </span>
+                <Button color="inherit" onClick={() => setDialogTypeOpen(UserFormType.Update)}>Edit</Button>
+                {!tempUser && <Button color="inherit" onClick={() => logout()}>Logout</Button>}
+              </>
+            ) : (
+              <>
+                <Button color="inherit" onClick={() => setDialogTypeOpen(UserFormType.Login)}>Login</Button>
+                <Button color="inherit" onClick={() => setDialogTypeOpen(UserFormType.Register)}>Register</Button>
+              </>
+            )}
+          </Box>
+
+          <Link color="inherit" href="/legal.html" target="_blank" sx={{ fontSize: '0.8rem' }}>
+            Legal Information (Impressum and Data Protection Regulation)
+          </Link>
+        </Toolbar>
+      </AppBar>
+      <Dialog open={!!dialogTypeOpen} onClose={() => setDialogTypeOpen(null)}>
+        <UserForm
+          formType={dialogTypeOpen}
+          close={(message, severity) => {
+            setDialogTypeOpen(null);
+            setSnackbarInfo((!!message && !!severity)
+              ? { message, severity, potentialUserChange: true }
+              : undefined);
+          }}
+          username={dialogTypeOpen === UserFormType.Update ? username : undefined}
+        />
+      </Dialog>
+    </>
+  );
+}
+
+export default Footer;

frontend/src/components/graph-g6.tsx

@@ -0,0 +1,381 @@
+import React, { useEffect, useRef } from 'react';
+
+import G6, { Graph } from '@antv/g6';
+
+G6.registerNode('nodeWithFlag', {
+  draw(cfg, group) {
+    const mainWidth = Math.max(30, 5 * (cfg!.mainLabel as string).length + 10);
+    const mainHeight = 30;
+
+    const keyShape = group!.addShape('rect', {
+      attrs: {
+        width: mainWidth,
+        height: mainHeight,
+        radius: 2,
+        fill: 'white',
+        stroke: 'black',
+        cursor: 'pointer',
+      },
+      name: 'rectMainLabel',
+      draggable: true,
+    });
+
+    group!.addShape('text', {
+      attrs: {
+        x: mainWidth / 2,
+        y: mainHeight / 2,
+        textAlign: 'center',
+        textBaseline: 'middle',
+        text: cfg!.mainLabel,
+        fill: '#212121',
+        fontFamily: 'Roboto',
+        cursor: 'pointer',
+      },
+      // must be assigned in G6 3.3 and later versions. it can be any value you want
+      name: 'textMailLabel',
+      // allow the shape to response the drag events
+      draggable: true,
+    });
+
+    if (cfg!.subLabel) {
+      const subWidth = 5 * (cfg!.subLabel as string).length + 4;
+      const subHeight = 20;
+
+      const subRectX = mainWidth - 4;
+      const subRectY = -subHeight + 4;
+
+      group!.addShape('rect', {
+        attrs: {
+          x: subRectX,
+          y: subRectY,
+          width: subWidth,
+          height: subHeight,
+          radius: 1,
+          fill: '#4caf50',
+          stroke: '#1b5e20',
+          cursor: 'pointer',
+        },
+        name: 'rectMainLabel',
+        draggable: true,
+      });
+
+      group!.addShape('text', {
+        attrs: {
+          x: subRectX + subWidth / 2,
+          y: subRectY + subHeight / 2,
+          textAlign: 'center',
+          textBaseline: 'middle',
+          text: cfg!.subLabel,
+          fill: '#212121',
+          fontFamily: 'Roboto',
+          fontSize: 10,
+          cursor: 'pointer',
+        },
+        // must be assigned in G6 3.3 and later versions. it can be any value you want
+        name: 'textMailLabel',
+        // allow the shape to response the drag events
+        draggable: true,
+      });
+    }
+
+    return keyShape;
+  },
+  getAnchorPoints() {
+    return [[0.5, 0], [0, 0.5], [1, 0.5], [0.5, 1]];
+  },
+  // nodeStateStyles: {
+  // hover: {
+  // fill: 'lightsteelblue',
+  // },
+  // highlight: {
+  // lineWidth: 3,
+  // },
+  // lowlight: {
+  // opacity: 0.3,
+  // },
+  // },
+  setState(name, value, item) {
+    if (!item) { return; }
+    const group = item.getContainer();
+    const mainShape = group.get('children')[0]; // Find the first graphics shape of the node. It is determined by the order of being added
+    const subShape = group.get('children')[2];
+
+    if (name === 'hover') {
+      if (value) {
+        mainShape.attr('fill', 'lightsteelblue');
+      } else {
+        mainShape.attr('fill', 'white');
+      }
+    }
+
+    if (name === 'highlight') {
+      if (value) {
+        mainShape.attr('lineWidth', 3);
+      } else {
+        mainShape.attr('lineWidth', 1);
+      }
+    }
+
+    if (name === 'lowlight') {
+      if (value) {
+        mainShape.attr('opacity', 0.3);
+        if (subShape) {
+          subShape.attr('opacity', 0.3);
+        }
+      } else {
+        mainShape.attr('opacity', 1);
+        if (subShape) {
+          subShape.attr('opacity', 1);
+        }
+      }
+    }
+  },
+});
+
+export interface GraphProps {
+  lo_edges: [string, string][],
+  hi_edges: [string, string][],
+  node_labels: { [key: string]: string },
+  tree_root_labels: { [key: string]: string[] },
+}
+
+function nodesAndEdgesFromGraphProps(graphProps: GraphProps) {
+  const nodes = Object.keys(graphProps.node_labels).map((id) => {
+    const mainLabel = graphProps.node_labels[id];
+    const subLabel = graphProps.tree_root_labels[id].length > 0 ? `Root for: ${graphProps.tree_root_labels[id].join(' ; ')}` : undefined;
+
+    // const label = subLabel.length > 0 ? `${mainLabel}\n${subLabel}` : mainLabel;
+
+    return {
+      id: id.toString(),
+      mainLabel,
+      subLabel,
+      // style: {
+      // height: subLabel.length > 0 ? 60 : 30,
+      // width: Math.max(30, 5 * mainLabel.length + 10, 5 * subLabel.length + 10),
+      // },
+    };
+  });
+  const edges = graphProps.lo_edges.map(([source, target]) => ({
+    id: `LO_${source}_${target}`, source: source.toString(), target: target.toString(), style: { stroke: '#ed6c02', lineWidth: 2 },
+  }))
+    .concat(graphProps.hi_edges.map(([source, target]) => ({
+      id: `HI_${source}_${target}`, source: source.toString(), target: target.toString(), style: { stroke: '#1976d2', lineWidth: 2 },
+    })));
+
+  return { nodes, edges };
+}
+
+interface Props {
+  graph: GraphProps,
+}
+
+function GraphG6(props: Props) {
+  const { graph: graphProps } = props;
+
+  const ref = useRef(null);
+
+  const graphRef = useRef<Graph>();
+
+  useEffect(
+    () => {
+      if (!graphRef.current) {
+        graphRef.current = new Graph({
+          container: ref.current!,
+          height: 800,
+          fitView: true,
+          modes: {
+            default: ['drag-canvas', 'zoom-canvas', 'drag-node'],
+          },
+          layout: {
+            type: 'dagre',
+            rankdir: 'BT',
+          },
+          // defaultNode: {
+          // anchorPoints: [[0.5, 0], [0, 0.5], [1, 0.5], [0.5, 1]],
+          // type: 'rect',
+          // style: {
+          // radius: 2,
+          // },
+          // labelCfg: {
+          // style: {
+          /// / fontWeight: 700,
+          // fontFamily: 'Roboto',
+          // },
+          // },
+          // },
+          defaultNode: { type: 'nodeWithFlag' },
+          defaultEdge: {
+            style: {
+              endArrow: true,
+            },
+          },
+          // nodeStateStyles: {
+          // hover: {
+          // fill: 'lightsteelblue',
+          // },
+          // highlight: {
+          // lineWidth: 3,
+          // },
+          // lowlight: {
+          // opacity: 0.3,
+          // },
+          // },
+          edgeStateStyles: {
+            lowlight: {
+              opacity: 0.3,
+            },
+          },
+          animate: true,
+          animateCfg: {
+            duration: 500,
+            easing: 'easePolyInOut',
+          },
+        });
+      }
+
+      const graph = graphRef.current;
+
+      // Mouse enter a node
+      graph.on('node:mouseenter', (e) => {
+        const nodeItem = e.item!; // Get the target item
+        graph.setItemState(nodeItem, 'hover', true); // Set the state 'hover' of the item to be true
+      });
+
+      // Mouse leave a node
+      graph.on('node:mouseleave', (e) => {
+        const nodeItem = e.item!; // Get the target item
+        graph.setItemState(nodeItem, 'hover', false); // Set the state 'hover' of the item to be false
+      });
+    },
+    [],
+  );
+
+  useEffect(
+    () => {
+      const graph = graphRef.current!;
+
+      // Click a node
+      graph.on('node:click', (e) => {
+        const nodeItem = e.item!; // et the clicked item
+
+        let onlyRemoveStates = false;
+        if (nodeItem.hasState('highlight')) {
+          onlyRemoveStates = true;
+        }
+
+        const clickNodes = graph.findAllByState('node', 'highlight');
+        clickNodes.forEach((cn) => {
+          graph.setItemState(cn, 'highlight', false);
+        });
+
+        const lowlightNodes = graph.findAllByState('node', 'lowlight');
+        lowlightNodes.forEach((cn) => {
+          graph.setItemState(cn, 'lowlight', false);
+        });
+        const lowlightEdges = graph.findAllByState('edge', 'lowlight');
+        lowlightEdges.forEach((cn) => {
+          graph.setItemState(cn, 'lowlight', false);
+        });
+
+        if (onlyRemoveStates) {
+          return;
+        }
+
+        graph.getNodes().forEach((node) => {
+          graph.setItemState(node, 'lowlight', true);
+        });
+        graph.getEdges().forEach((edge) => {
+          graph.setItemState(edge, 'lowlight', true);
+        });
+
+        const relevantNodeIds: string[] = [];
+        const relevantLoEdges: [string, string][] = [];
+        const relevantHiEdges: [string, string][] = [];
+        let newNodeIds: string[] = [nodeItem.getModel().id!];
+        let newLoEdges: [string, string][] = [];
+        let newHiEdges: [string, string][] = [];
+
+        while (newNodeIds.length > 0 || newLoEdges.length > 0 || newHiEdges.length > 0) {
+          relevantNodeIds.push(...newNodeIds);
+          relevantLoEdges.push(...newLoEdges);
+          relevantHiEdges.push(...newHiEdges);
+
+          newLoEdges = graphProps.lo_edges
+            .filter((edge) => relevantNodeIds.includes(edge[0].toString())
+              && !relevantLoEdges.includes(edge));
+          newHiEdges = graphProps.hi_edges
+            .filter((edge) => relevantNodeIds.includes(edge[0].toString())
+              && !relevantHiEdges.includes(edge));
+
+          newNodeIds = newLoEdges
+            .concat(newHiEdges)
+            .map((edge) => edge[1].toString())
+            .filter((id) => !relevantNodeIds.includes(id));
+        }
+
+        const relevantEdgeIds = relevantLoEdges
+          .map(([source, target]) => `LO_${source}_${target}`)
+          .concat(
+            relevantHiEdges
+              .map(([source, target]) => `HI_${source}_${target}`),
+          );
+
+        relevantNodeIds
+          .forEach((id) => {
+            graph.setItemState(id, 'lowlight', false);
+            graph.setItemState(id, 'highlight', true);
+          });
+
+        relevantEdgeIds
+          .forEach((id) => {
+            graph.setItemState(id, 'lowlight', false);
+          });
+
+        // graph.setItemState(nodeItem, 'lowlight', false);
+        // graph.setItemState(nodeItem, 'highlight', true);
+        // nodeItem.getEdges().forEach((edge) => {
+        // graph.setItemState(edge, 'lowlight', false);
+        // });
+      });
+
+      return () => { graph.off('node:click'); };
+    },
+    [graphProps],
+  );
+
+  useEffect(
+    () => {
+      const graph = graphRef.current!;
+
+      const { nodes, edges } = nodesAndEdgesFromGraphProps(graphProps);
+
+      graph.changeData({
+        nodes,
+        edges,
+      });
+    },
+    [graphProps],
+  );
+
+  return (
+    <>
+      <div ref={ref} style={{ overflow: 'hidden' }} />
+      <div style={{ padding: 4 }}>
+        <span style={{ color: '#ed6c02', marginRight: 8 }}>lo edge (condition is false)</span>
+        {' '}
+        <span style={{ color: '#1976d2', marginRight: 8 }}>hi edge (condition is true)</span>
+        {' '}
+        Click nodes to hightlight paths! (You can also drag and zoom.)
+        <br />
+        The
+        {' '}
+        <span style={{ color: '#4caf50' }}>Root for: X</span>
+        {' '}
+        labels indicate where to start looking to determine the truth value of statement X.
+      </div>
+    </>
+  );
+}
+
+export default GraphG6;

frontend/src/components/loading-context.ts

@@ -0,0 +1,13 @@
+import { createContext } from 'react';
+
+interface ILoadingContext {
+  loading: boolean;
+  setLoading: (loading: boolean) => void;
+}
+
+const LoadingContext = createContext<ILoadingContext>({
+  loading: false,
+  setLoading: () => {},
+});
+
+export default LoadingContext;

frontend/src/components/markdown.tsx

@@ -0,0 +1,58 @@
+import React from 'react';
+import ReactMarkdown from 'markdown-to-jsx';
+import {
+  Box,
+  Link,
+  Typography,
+} from '@mui/material';
+
+const options = {
+  overrides: {
+    h1: {
+      component: Typography,
+      props: {
+        gutterBottom: true,
+        variant: 'h4',
+      },
+    },
+    h2: {
+      component: Typography,
+      props: { gutterBottom: true, variant: 'h6' },
+    },
+    h3: {
+      component: Typography,
+      props: { gutterBottom: true, variant: 'subtitle1' },
+    },
+    h4: {
+      component: Typography,
+      props: {
+        gutterBottom: true,
+        variant: 'caption',
+        paragraph: true,
+      },
+    },
+    p: {
+      component: Typography,
+      props: { paragraph: true, sx: { '&:last-child': { marginBottom: 0 } } },
+    },
+    a: {
+      component: (props: any) => (
+        // eslint-disable-next-line react/jsx-props-no-spreading
+        <Link target="_blank" rel="noopener noreferrer" {...props} />
+      ),
+    },
+    li: {
+      component: (props: any) => (
+        <Box component="li" sx={{ mt: 1 }}>
+          {/* eslint-disable-next-line react/jsx-props-no-spreading */}
+          <Typography component="span" {...props} />
+        </Box>
+      ),
+    },
+  },
+};
+
+export default function Markdown(props: any) {
+  // eslint-disable-next-line react/jsx-props-no-spreading
+  return <ReactMarkdown options={options} {...props} />;
+}

frontend/src/components/snackbar-context.ts

@@ -0,0 +1,17 @@
+import { createContext } from 'react';
+
+import { AlertColor } from '@mui/material';
+
+type Status = { message: string, severity: AlertColor, potentialUserChange: boolean } | undefined;
+
+interface ISnackbarContext {
+  status: Status;
+  setStatus: (status: Status) => void;
+}
+
+const SnackbarContext = createContext<ISnackbarContext>({
+  status: undefined,
+  setStatus: () => {},
+});
+
+export default SnackbarContext;

frontend/src/help-texts/add-info.md

@@ -0,0 +1,37 @@
+ADF-BDD.dev allows you to solve Abstract Dialectical Frameworks (ADFs). The ADFs are represented as Binary Decision Diagrams (BDDs).
+The Web UI mimics many options of the CLI version of the [underlying adf-bdd tool](https://github.com/ellmau/adf-obdd). The syntax for the ADF code is indentical.
+
+In the below form, you can either type/paste your `code` or upload a file in the same format.
+To put it briefly, an ADF consists of statements and accectance conditions for these statements.
+For instance, the following code indicates that `a,b,c,d` are statements, that `a` is assumed to be true (verum), `b` is true if `b` is true (which is self-supporting), `c` is true if `a` and `b` are true, and `d` is true if `b` is false.
+
+```
+s(a).
+s(b).
+s(c).
+s(d).
+ac(a,c(v)).
+ac(b,b).
+ac(c,and(a,b)).
+ac(d,neg(b)).
+```
+
+Internally, the ADF is respresented as a BDD.
+The `Parsing Strategy` determines the internal implementation used for these. `Naive` uses the own BDD implementation of our tool. `Hybrid` mixes our approaches with the existing Rust BDD library [`biodivine`](https://crates.io/crates/biodivine-lib-bdd). Don't be concerned about this choice if you are new to this tool; just pick either one.
+You will get a view on the BDD in the detail view after you added the problem.
+
+You can optionally set a name for you ADF problem. Otherwise a random name will be chosen. At the moment the name cannot be changed later (but you could remove and re-add the problem).
+
+We also support adding AFs in the ICCMA competition format. They are converted to ADFs internally in the obvious way. 
+For example you can try the following code and change the option below from ADF to AF.
+
+```
+p af 5
+# this is a comment
+1 2
+2 4
+4 5
+5 4
+5 5
+```
+

frontend/src/help-texts/detail-info.md

@@ -0,0 +1,13 @@
+First of all you can review the code that you added. You can also delete the problem if you made a mistake or do not need it anymore.
+
+Further below, you can have a look at the BDD representations of your problem using different semantics.
+In principle, each statement gets it's own BDD that indicates how its truth value can be obtained from the other ones. Note that every BDD has the `BOT` and `TOP` nodes ultimately indicating the truth value (false or true respectively).
+All these individual BDDs are displayed in a merged representation where the `Root for:` labels tell you where to start looking if you want to 
+get the truth value of an individual statement.
+For instance, consider a BDD that (besides `BOT` and `TOP`) only contains a node `b` annotated with `Root for: a` and the annotation `Root for: b` at the `TOP` node.
+Since the root for `b` is the `TOP` node, we know that `b` must be true. Then, to obtain the truth value for `a`, we start at the `b` and since we know that `b` must be true, we can follow the blue edge to obtain the value for `a` (we will end up in `BOT` or `TOP` there). If `b` would be false, we would follow the orange edge analogously. Note that is not always possible to directly determine the truth values of statements (which is exactly why we need tools like this).
+
+On the very left, you can view the initial representation of your problem after parsing. This also indicates the parsing strategy that you have chosen (`Naive` or `Hybrid`).
+The other tabs allow you to solve the problem using different semantics and optimizations. Some of them (e.g. `complete`) may produce multiple models that you can cycle through.
+To get a better idea of the differences, you can have a look at the [command line tool](https://github.com/ellmau/adf-obdd/tree/main/bin).
+

frontend/src/index.html

@@ -0,0 +1,18 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8"/>
+    <meta name="viewport" content="initial-scale=1, width=device-width" />
+    <title>ADF-OBDD Web Visualizer</title>
+    <script type="module" src="app.tsx"></script>
+  </head>
+  <body>
+    <noscript>
+      <h1>ADF-BDD.DEV</h1>
+      <p>Turn on Javascript in your browser to use our ADF tool!</p>
+      <a href="./legal.html" target="_blank">Legal Information (Impressum and Data Protection Regulation)</a>
+    </noscript>
+    <div id="app"></div>
+  </body>
+</html>
+

frontend/src/legal.html

@@ -0,0 +1,212 @@
+<!doctype html>
+<html>
+    <head>
+        <title>ADF-BDD.dev - Legal Notice</title>
+        <meta
+            name="description"
+            content="Impressum and Data Protection Regulation for adf-bdd.dev"
+        />
+        <meta name="viewport" content="width=device-width, initial-scale=1" />
+        <style>
+            body {
+                font-family: Helvetica;
+            }
+            h1 {
+                text-align: center;
+            }
+            section {
+                max-width: 1000px;
+                margin: 0 auto 32px;
+                padding: 16px;
+                box-shadow: 0 0 10px 0px rgba(0, 0, 0, 0.4);
+            }
+            section > :first-child {
+                margin-top: 0;
+            }
+            section > :last-child {
+                margin-bottom: 0;
+            }
+        </style>
+    </head>
+    <body>
+        <header>
+            <h1>ADF-BDD.DEV Legal Notice</h1>
+        </header>
+
+        <section>
+            <h2>Impressum</h2>
+
+            The
+            <a
+                href="https://tu-dresden.de/impressum?set_language=en"
+                target="_blank"
+                rel="noreferrer noopener"
+                >Impressum of TU Dresden</a
+            >
+            applies with the following amendments:
+
+            <h3>Responsibilities - Content and Technical Implementation</h3>
+
+            <p>
+                Dipl.-Inf. Lukas Gerlach<br />
+                Technische Universität Dresden<br />
+                Fakultät Informatik<br />
+                Institut für Theoretische Informatik<br />
+                Professur für Wissensbasierte Systeme<br />
+                01062 Dresden<br />
+                GERMANY
+            </p>
+            <p>
+                Email: lukas.gerlach@tu-dresden.de<br />
+                Phone: (+49) 351 / 463 43503
+            </p>
+        </section>
+
+        <section>
+            <h2>Data Protection Regulation</h2>
+            <p>
+                We process your personal data only in form of metadata that is
+                send to us when you access the website. This is done to pursue
+                our legitimate interest of providing and improving this publicly
+                available website (https://adf-bdd.dev). To this aim, this
+                metadata is also written to server log files. The data may
+                contain the following of your personal information: public IP
+                address, time of access, internet browser (e.g. user agent,
+                version), operating system, referrer url, hostname of requesting
+                machine. We only set cookies that are necessary for the
+                provision of our service, i.e. to check if a user is logged in.
+            </p>
+            <h3>
+                Data Processed for Website Provisioning and Log File Creation:
+                Log Files for Website Provisioning
+            </h3>
+            <p>
+                We use Cloudflare to resolve DNS requests for our website. To
+                ensure the security and performance of our website, we log
+                technical errors that may occur when accessing our website.
+                Additionally, information that your device's browser
+                automatically transmits to our server is collected. This
+                information includes:
+            </p>
+
+            <ul>
+                <li>IP address and operating system of your device,</li>
+                <li>Browser type, version, language,</li>
+                <li>
+                    The website from which the access was made (referrer URL),
+                </li>
+                <li>The status code (e.g., 404), and</li>
+                <li>The transmission protocol used (e.g., http/2).</li>
+            </ul>
+
+            <p>
+                The processing of this data is based on our legitimate interest
+                according to Art. 6(1)(f) GDPR. Our legitimate interest lies in
+                troubleshooting, optimizing, and ensuring the performance of our
+                website, as well as guaranteeing the security of our network and
+                systems. We do not use the data to personally identify
+                individual users unless there is a legal reason to do so or
+                explicit consent is obtained from you.
+            </p>
+
+            <p>
+                Cloudflare acts as an intermediary between your browser and our
+                server. When a DNS record is set to "Proxied," Cloudflare
+                answers DNS queries with a Cloudflare Anycast IP address instead
+                of the actual IP address of our server. This directs HTTP/HTTPS
+                requests to the Cloudflare network, which offers advantages in
+                terms of security and performance. Cloudflare also hides the IP
+                address of our origin server, making it more difficult for
+                attackers to directly target it.
+            </p>
+
+            <p>
+                Cloudflare may store certain data related to DNS requests,
+                including IP addresses. However, Cloudflare anonymizes IP
+                addresses by truncating the last octets for IPv4 and the last 80
+                bits for IPv6. The truncated IP addresses are deleted within 25
+                hours. Cloudflare is committed to not selling or sharing users'
+                personal data with third parties and not using the data for
+                targeted advertising. For more information on data protection at
+                Cloudflare, please see the Cloudflare Privacy Policy:
+                <a href="https://www.cloudflare.com/de-de/privacypolicy/"
+                    >https://www.cloudflare.com/de-de/privacypolicy/</a
+                >
+            </p>
+
+            <p>
+                To meet the requirements of the GDPR, we have entered into a
+                Data Processing Agreement (DPA) with Cloudflare, which ensures
+                that Cloudflare processes the data on our behalf and in
+                accordance with applicable data protection regulations. You have
+                the right to access, rectify, erase, restrict processing, and
+                data portability of your personal data. Please contact us if you
+                wish to exercise these rights.
+            </p>
+
+            <p>
+                Please note that our website is hosted on our own servers, and
+                Cloudflare merely serves as a DNS provider and proxy. We
+                implement appropriate technical and organizational measures to
+                ensure the protection of your data.
+            </p>
+            <h3>Legal basis</h3>
+            <p>
+                The legal basis for the data processing is
+                <a
+                    href="https://gdpr.eu/article-6-how-to-process-personal-data-legally/"
+                    target="_blank"
+                    rel="noreferrer noopener"
+                    >Section §6 para.1 lit. f GDPR</a
+                >.
+            </p>
+            <h3>Rights of data subjects</h3>
+            <ul>
+                <li>
+                    You have the right to obtain information from TU Dresden
+                    about the data stored about your person and/or to have
+                    incorrectly stored data corrected.
+                </li>
+                <li>
+                    You have the right to erasure or restriction of the
+                    processing and/or a right to object to the processing.
+                </li>
+                <li>
+                    You can contact TU Dresden's Data Protection Officer at any
+                    time.
+                    <p>
+                        Tel.: +49 351 / 463 32839<br />
+                        Fax: +49 351 / 463 39718<br />
+                        Email: informationssicherheit@tu-dresden.de<br />
+                        <a
+                            href="https://tu-dresden.de/informationssicherheit"
+                            target="_blank"
+                            rel="noreferrer noopener"
+                            >https://tu-dresden.de/informationssicherheit</a
+                        >
+                    </p>
+                </li>
+                <li>
+                    You also have the right to complain to a supervisory
+                    authority if you are concerned that the processing of your
+                    personal data is an infringement of the law. The competent
+                    supervisory authority for data protection is:
+                    <p>
+                        Saxon Data Protection Commissioner<br />
+                        Ms. Dr. Juliane Hundert<br />
+                        Maternistraße 17<br />
+                        01067 Dresden<br />
+                        Email: post@sdtb.sachsen.de<br />
+                        Phone: + 49 351 / 85471 101<br />
+                        <a
+                            href="http://www.datenschutz.sachsen.de"
+                            target="_blank"
+                            rel="noreferrer noopener"
+                            >www.datenschutz.sachsen.de</a
+                        >
+                    </p>
+                </li>
+            </ul>
+        </section>
+    </body>
+</html>

frontend/src/test-data.ts

@@ -0,0 +1,19 @@
+const testData = [
+  { label: 'BOT', lo: 0, hi: 0 },
+  { label: 'TOP', lo: 1, hi: 1 },
+  { label: 'Var8', lo: 0, hi: 1 },
+  { label: 'Var7', lo: 1, hi: 0 },
+  { label: 'Var0', lo: 3, hi: 1 },
+  { label: 'Var9', lo: 0, hi: 1 },
+  { label: 'Var8', lo: 5, hi: 0 },
+  { label: 'Var0', lo: 6, hi: 5 },
+  { label: 'Var1', lo: 0, hi: 1 },
+  { label: 'Var0', lo: 1, hi: 0 },
+  { label: 'Var9', lo: 1, hi: 0 },
+  { label: 'Var8', lo: 0, hi: 10 },
+  { label: 'Var0', lo: 5, hi: 0 },
+  { label: 'Var8', lo: 1, hi: 0 },
+  { label: 'Var5', lo: 13, hi: 0 },
+];
+
+export default testData;

frontend/tsconfig.json

@@ -0,0 +1,103 @@
+{
+  "compilerOptions": {
+    /* Visit https://aka.ms/tsconfig to read more about this file */
+
+    /* Projects */
+    // "incremental": true,                              /* Save .tsbuildinfo files to allow for incremental compilation of projects. */
+    // "composite": true,                                /* Enable constraints that allow a TypeScript project to be used with project references. */
+    // "tsBuildInfoFile": "./.tsbuildinfo",              /* Specify the path to .tsbuildinfo incremental compilation file. */
+    // "disableSourceOfProjectReferenceRedirect": true,  /* Disable preferring source files instead of declaration files when referencing composite projects. */
+    // "disableSolutionSearching": true,                 /* Opt a project out of multi-project reference checking when editing. */
+    // "disableReferencedProjectLoad": true,             /* Reduce the number of projects loaded automatically by TypeScript. */
+
+    /* Language and Environment */
+    "target": "es2016",                                  /* Set the JavaScript language version for emitted JavaScript and include compatible library declarations. */
+    // "lib": [],                                        /* Specify a set of bundled library declaration files that describe the target runtime environment. */
+    "jsx": "preserve",                                /* Specify what JSX code is generated. */
+    // "experimentalDecorators": true,                   /* Enable experimental support for TC39 stage 2 draft decorators. */
+    // "emitDecoratorMetadata": true,                    /* Emit design-type metadata for decorated declarations in source files. */
+    // "jsxFactory": "",                                 /* Specify the JSX factory function used when targeting React JSX emit, e.g. 'React.createElement' or 'h'. */
+    // "jsxFragmentFactory": "",                         /* Specify the JSX Fragment reference used for fragments when targeting React JSX emit e.g. 'React.Fragment' or 'Fragment'. */
+    // "jsxImportSource": "",                            /* Specify module specifier used to import the JSX factory functions when using 'jsx: react-jsx*'. */
+    // "reactNamespace": "",                             /* Specify the object invoked for 'createElement'. This only applies when targeting 'react' JSX emit. */
+    // "noLib": true,                                    /* Disable including any library files, including the default lib.d.ts. */
+    // "useDefineForClassFields": true,                  /* Emit ECMAScript-standard-compliant class fields. */
+    // "moduleDetection": "auto",                        /* Control what method is used to detect module-format JS files. */
+
+    /* Modules */
+    "module": "esnext",                                /* Specify what module code is generated. */
+    // "rootDir": "./",                                  /* Specify the root folder within your source files. */
+    "moduleResolution": "node",                       /* Specify how TypeScript looks up a file from a given module specifier. */
+    // "baseUrl": "./",                                  /* Specify the base directory to resolve non-relative module names. */
+    // "paths": {},                                      /* Specify a set of entries that re-map imports to additional lookup locations. */
+    // "rootDirs": [],                                   /* Allow multiple folders to be treated as one when resolving modules. */
+    // "typeRoots": [],                                  /* Specify multiple folders that act like './node_modules/@types'. */
+    // "types": [],                                      /* Specify type package names to be included without being referenced in a source file. */
+    // "allowUmdGlobalAccess": true,                     /* Allow accessing UMD globals from modules. */
+    // "moduleSuffixes": [],                             /* List of file name suffixes to search when resolving a module. */
+    // "resolveJsonModule": true,                        /* Enable importing .json files. */
+    // "noResolve": true,                                /* Disallow 'import's, 'require's or '<reference>'s from expanding the number of files TypeScript should add to a project. */
+
+    /* JavaScript Support */
+    // "allowJs": true,                                  /* Allow JavaScript files to be a part of your program. Use the 'checkJS' option to get errors from these files. */
+    // "checkJs": true,                                  /* Enable error reporting in type-checked JavaScript files. */
+    // "maxNodeModuleJsDepth": 1,                        /* Specify the maximum folder depth used for checking JavaScript files from 'node_modules'. Only applicable with 'allowJs'. */
+
+    /* Emit */
+    // "declaration": true,                              /* Generate .d.ts files from TypeScript and JavaScript files in your project. */
+    // "declarationMap": true,                           /* Create sourcemaps for d.ts files. */
+    // "emitDeclarationOnly": true,                      /* Only output d.ts files and not JavaScript files. */
+    // "sourceMap": true,                                /* Create source map files for emitted JavaScript files. */
+    // "outFile": "./",                                  /* Specify a file that bundles all outputs into one JavaScript file. If 'declaration' is true, also designates a file that bundles all .d.ts output. */
+    // "outDir": "./",                                   /* Specify an output folder for all emitted files. */
+    // "removeComments": true,                           /* Disable emitting comments. */
+    // "noEmit": true,                                   /* Disable emitting files from a compilation. */
+    // "importHelpers": true,                            /* Allow importing helper functions from tslib once per project, instead of including them per-file. */
+    // "importsNotUsedAsValues": "remove",               /* Specify emit/checking behavior for imports that are only used for types. */
+    // "downlevelIteration": true,                       /* Emit more compliant, but verbose and less performant JavaScript for iteration. */
+    // "sourceRoot": "",                                 /* Specify the root path for debuggers to find the reference source code. */
+    // "mapRoot": "",                                    /* Specify the location where debugger should locate map files instead of generated locations. */
+    // "inlineSourceMap": true,                          /* Include sourcemap files inside the emitted JavaScript. */
+    // "inlineSources": true,                            /* Include source code in the sourcemaps inside the emitted JavaScript. */
+    // "emitBOM": true,                                  /* Emit a UTF-8 Byte Order Mark (BOM) in the beginning of output files. */
+    // "newLine": "crlf",                                /* Set the newline character for emitting files. */
+    // "stripInternal": true,                            /* Disable emitting declarations that have '@internal' in their JSDoc comments. */
+    // "noEmitHelpers": true,                            /* Disable generating custom helper functions like '__extends' in compiled output. */
+    // "noEmitOnError": true,                            /* Disable emitting files if any type checking errors are reported. */
+    // "preserveConstEnums": true,                       /* Disable erasing 'const enum' declarations in generated code. */
+    // "declarationDir": "./",                           /* Specify the output directory for generated declaration files. */
+    // "preserveValueImports": true,                     /* Preserve unused imported values in the JavaScript output that would otherwise be removed. */
+
+    /* Interop Constraints */
+    // "isolatedModules": true,                          /* Ensure that each file can be safely transpiled without relying on other imports. */
+    // "allowSyntheticDefaultImports": true,             /* Allow 'import x from y' when a module doesn't have a default export. */
+    "esModuleInterop": true,                             /* Emit additional JavaScript to ease support for importing CommonJS modules. This enables 'allowSyntheticDefaultImports' for type compatibility. */
+    // "preserveSymlinks": true,                         /* Disable resolving symlinks to their realpath. This correlates to the same flag in node. */
+    "forceConsistentCasingInFileNames": true,            /* Ensure that casing is correct in imports. */
+
+    /* Type Checking */
+    "strict": true,                                      /* Enable all strict type-checking options. */
+    // "noImplicitAny": true,                            /* Enable error reporting for expressions and declarations with an implied 'any' type. */
+    // "strictNullChecks": true,                         /* When type checking, take into account 'null' and 'undefined'. */
+    // "strictFunctionTypes": true,                      /* When assigning functions, check to ensure parameters and the return values are subtype-compatible. */
+    // "strictBindCallApply": true,                      /* Check that the arguments for 'bind', 'call', and 'apply' methods match the original function. */
+    // "strictPropertyInitialization": true,             /* Check for class properties that are declared but not set in the constructor. */
+    // "noImplicitThis": true,                           /* Enable error reporting when 'this' is given the type 'any'. */
+    // "useUnknownInCatchVariables": true,               /* Default catch clause variables as 'unknown' instead of 'any'. */
+    // "alwaysStrict": true,                             /* Ensure 'use strict' is always emitted. */
+    // "noUnusedLocals": true,                           /* Enable error reporting when local variables aren't read. */
+    // "noUnusedParameters": true,                       /* Raise an error when a function parameter isn't read. */
+    // "exactOptionalPropertyTypes": true,               /* Interpret optional property types as written, rather than adding 'undefined'. */
+    // "noImplicitReturns": true,                        /* Enable error reporting for codepaths that do not explicitly return in a function. */
+    // "noFallthroughCasesInSwitch": true,               /* Enable error reporting for fallthrough cases in switch statements. */
+    // "noUncheckedIndexedAccess": true,                 /* Add 'undefined' to a type when accessed using an index. */
+    // "noImplicitOverride": true,                       /* Ensure overriding members in derived classes are marked with an override modifier. */
+    // "noPropertyAccessFromIndexSignature": true,       /* Enforces using indexed accessors for keys declared using an indexed type. */
+    // "allowUnusedLabels": true,                        /* Disable error reporting for unused labels. */
+    // "allowUnreachableCode": true,                     /* Disable error reporting for unreachable code. */
+
+    /* Completeness */
+    // "skipDefaultLibCheck": true,                      /* Skip type checking .d.ts files that are included with TypeScript. */
+    "skipLibCheck": true                                 /* Skip type checking all .d.ts files. */
+  }
+}

lib/Cargo.toml

@@ -0,0 +1,52 @@
+[package]
+name = "adf_bdd"
+version = "0.3.1"
+authors = ["Stefan Ellmauthaler <stefan.ellmauthaler@tu-dresden.de>"]
+edition = "2021"
+homepage = "https://ellmau.github.io/adf-obdd/"
+repository = "https://github.com/ellmau/adf-obdd/"
+license = "MIT"
+exclude = ["res/", "./flake*", "flake.lock", "*.nix", ".envrc", "_config.yml", "tarpaulin-report.*", "*~"]
+
+description = "Library to solve grounded, complete, and stable ADF-semantics by utilising OBDDs - ordered binary decision diagrams"
+build = "build.rs"
+
+[lib]
+name="adf_bdd"
+path = "src/lib.rs"
+test = true
+doctest = true         # Documentation examples are tested by default.
+bench = true           # Is benchmarked by default.
+doc = true             # Is documented by default.
+harness = true         # Use libtest harness.
+edition = "2021"       # The edition of the target.
+crate-type = ["lib"]   # The crate types to generate.
+
+[dependencies]
+log = { version = "0.4"}
+nom = "7.1.3"
+lexical-sort = "0.3.1"
+serde = { version = "1.0", features = ["derive","rc"] }
+serde_json = "1.0"
+biodivine-lib-bdd = "0.5.0"
+derivative = "2.2.0"
+roaring = "0.10.1"
+strum = { version = "0.24", features = ["derive"] }
+crossbeam-channel = "0.5"
+rand = {version = "0.8.5", features = ["std_rng"]}
+
+[dev-dependencies]
+test-log = "0.2"
+env_logger = "0.10"
+quickcheck = "1"
+quickcheck_macros = "1"
+
+[features]
+default = ["adhoccounting", "variablelist", "frontend" ]   
+adhoccounting = []    # count paths ad-hoc - disable if counting is not needed
+importexport = []
+variablelist = [ "HashSet" ]
+HashSet = []
+adhoccountmodels = [ "adhoccounting" ] # count models as well as paths ad-hoc note that facet methods will need this feature too
+benchmark = ["adhoccounting", "variablelist"] # set of features for speed benchmarks
+frontend = []

lib/LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2022 Stefan Ellmauthaler
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

lib/README.md

@@ -0,0 +1,168 @@
+[![Crates.io](https://img.shields.io/crates/v/adf_bdd)](https://crates.io/crates/adf_bdd)
+[![docs.rs](https://img.shields.io/docsrs/adf_bdd?label=docs.rs)](https://docs.rs/adf_bdd/latest/adf_bdd/)
+![GitHub Workflow Status](https://img.shields.io/github/actions/workflow/status/ellmau/adf-obdd/codecov.yml?branch=main)
+[![Coveralls](https://img.shields.io/coveralls/github/ellmau/adf-obdd)](https://coveralls.io/github/ellmau/adf-obdd)
+![GitHub release (latest by date including pre-releases)](https://img.shields.io/github/v/release/ellmau/adf-obdd?include_prereleases)
+![GitHub (Pre-)Release Date](https://img.shields.io/github/release-date-pre/ellmau/adf-obdd?label=release%20from) ![GitHub top language](https://img.shields.io/github/languages/top/ellmau/adf-obdd)
+[![GitHub all releases](https://img.shields.io/github/downloads/ellmau/adf-obdd/total)](https://github.com/ellmau/adf-obdd/releases)
+![Crates.io](https://img.shields.io/crates/l/adf_bdd)
+[![GitHub Discussions](https://img.shields.io/github/discussions/ellmau/adf-obdd)](https://github.com/ellmau/adf-obdd/discussions) ![rust-edition](https://img.shields.io/badge/Rust--edition-2021-blue?logo=rust)
+
+# Abstract Dialectical Frameworks solved by Binary Decision Diagrams; developed in Dresden (ADF-BDD) 
+This library contains an efficient representation of Abstract Dialectical Frameworks (ADf) by utilising an implementation of Ordered Binary Decision Diagrams (OBDD)
+
+## Abstract Dialectical Frameworks
+
+An abstract dialectical framework consists of abstract statements. Each statement has an unique label and might be related to other statements (s) in the ADF. This relation is defined by a so-called acceptance condition (ac), which intuitively is a propositional formula, where the variable symbols are the labels of the statements. An interpretation is a three valued function which maps to each statement a truth value (true, false, undecided). We call such an interpretation a model, if each acceptance condition agrees to the interpration.
+
+### Noteworthy relations between semantics
+
+They can be easily identified though:
+
+* The computation is always in the same order
+    * grd
+    * com
+    * stm
+* We know that there is always exactly one grounded model
+* We know that there always exist at least one complete model (i.e. the grounded one)
+* We know that there does not need to exist a stable model
+* We know that every stable model is a complete model too
+
+
+## Ordered Binary Decision Diagram
+
+An ordered binary decision diagram is a normalised representation of binary functions, where satisfiability- and validity checks can be done relatively cheap.
+
+Note that one advantage of this implementation is that only one oBDD is used for all acceptance conditions. This can be done because all of them have the identical signature (i.e. the set of all statements + top and bottom concepts). Due to this uniform representation reductions on subformulae which are shared by two or more statements only need to be computed once and is already cached in the data structure for further applications.
+
+The used algorithm to create a BDD, based on a given formula does not perform well on bigger formulae, therefore it is possible to use a state-of-the art library to instantiate the BDD (https://github.com/sybila/biodivine-lib-bdd). It is possible to either stay with the biodivine library or switch back to the variant implemented by adf-bdd. The variant implemented in this library offers reuse of already done reductions and memoisation techniques, which are not offered by biodivine. In addition some further features, like counter-model counting is not supported by biodivine.
+
+Note that import and export only works if the naive library is chosen
+
+## Input-file format:
+
+Each statement is defined by an ASP-style unary predicate s, where the enclosed term represents the label of the statement. The binary predicate ac relates each statement to one propositional formula in prefix notation, with the logical operations and constants as follows:
+```plain
+and(x,y): conjunction
+or(x,y): disjunctin
+iff(x,Y): if and only if
+xor(x,y): exclusive or
+neg(x): classical negation
+c(v): constant symbol “verum” - tautology/top
+c(f): constant symbol “falsum” - inconsistency/bot
+```
+
+### Example input file:
+```plain
+s(a).
+s(b).
+s(c).
+s(d).
+
+ac(a,c(v)).
+ac(b,or(a,b)).
+ac(c,neg(b)).
+ac(d,d).
+```
+
+## Usage examples
+
+First parse a given ADF and sort the statements, if needed.
+
+```rust
+use adf_bdd::parser::AdfParser;
+use adf_bdd::adf::Adf;
+// use the above example as input
+let input = "s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,or(a,b)).ac(c,neg(b)).ac(d,d).";
+let parser = AdfParser::default();
+match parser.parse()(&input) {
+    Ok(_) => log::info!("[Done] parsing"),
+    Err(e) => {
+    log::error!(
+        "Error during parsing:\n{} \n\n cannot continue, panic!",
+        e
+        );
+        panic!("Parsing failed, see log for further details")
+    }
+}
+// sort lexicographic
+parser.varsort_lexi();
+```
+use the naive/in-crate implementation
+
+```rust
+// create Adf
+let mut adf = Adf::from_parser(&parser);
+// compute and print the complete models
+let printer = adf.print_dictionary();
+for model in adf.complete() {
+    print!("{}", printer.print_interpretation(&model));
+}
+```
+use the biodivine implementation
+```rust
+// create Adf
+let adf = adf_bdd::adfbiodivine::Adf::from_parser(&parser);
+// compute and print the complete models
+let printer = adf.print_dictionary();
+for model in adf.complete() {
+    print!("{}", printer.print_interpretation(&model));
+}
+```
+use the hybrid approach implementation
+```rust
+// create biodivine Adf
+let badf = adf_bdd::adfbiodivine::Adf::from_parser(&parser);
+// instantiate the internally used adf after the reduction done by biodivine
+let mut adf = badf.hybrid_step();
+// compute and print the complete models
+let printer = adf.print_dictionary();
+for model in adf.complete() {
+    print!("{}", printer.print_interpretation(&model));
+}
+```
+
+use the new `NoGood`-based algorithm and utilise the new interface with channels:
+```rust
+use adf_bdd::parser::AdfParser;
+use adf_bdd::adf::Adf;
+use adf_bdd::adf::heuristics::Heuristic;
+use adf_bdd::datatypes::{Term, adf::VarContainer};
+// create a channel
+let (s, r) = crossbeam_channel::unbounded();
+let variables = VarContainer::default();
+let variables_worker = variables.clone();
+// spawn a solver thread
+let solving = std::thread::spawn(move || {
+   // use the above example as input
+   let input = "s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,or(a,b)).ac(c,neg(b)).ac(d,d).";
+   let parser = AdfParser::with_var_container(variables_worker);
+   parser.parse()(&input).expect("parsing worked well");
+   // use hybrid approach
+   let mut adf = adf_bdd::adfbiodivine::Adf::from_parser(&parser).hybrid_step();
+   // compute stable with the simple heuristic
+   adf.stable_nogood_channel(Heuristic::Simple, s);
+});
+let printer = variables.print_dictionary();
+// print results as they are computed
+while let Ok(result) = r.recv() {
+   print!("stable model: {:?} \n", result);
+   // use dictionary
+   print!("stable model with variable names: {}", printer.print_interpretation(&result));
+#  assert_eq!(result, vec![Term(1),Term(1),Term(0),Term(0)]);
+}
+// waiting for the other thread to close
+solving.join().unwrap();
+```
+
+# Acknowledgements
+This work is partly supported by Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) in projects number 389792660 (TRR 248, [Center for Perspicuous Systems](https://www.perspicuous-computing.science/)), 
+the Bundesministerium für Bildung und Forschung (BMBF, Federal Ministry of Education and Research) in the
+[Center for Scalable Data Analytics and Artificial Intelligence](https://www.scads.de) (ScaDS.AI),
+and by the [Center for Advancing Electronics Dresden](https://cfaed.tu-dresden.de) (cfaed).
+
+# Affiliation 
+This work has been partly developed by the [Knowledge-Based Systems Group](http://kbs.inf.tu-dresden.de/), [Faculty of Computer Science](https://tu-dresden.de/ing/informatik)  of [TU Dresden](https://tu-dresden.de).
+
+# Disclaimer
+Hosting content here does not establish any formal or legal relation to TU Dresden.

lib/build.rs

@@ -15,9 +15,9 @@ fn main() {
 fn gen_tests() {
     let out_dir = env::var("OUT_DIR").unwrap();
     let destination = Path::new(&out_dir).join("tests.rs");
-    let mut test_file = File::create(&destination).unwrap();
+    let mut test_file = File::create(destination).unwrap();
 
-    if let Ok(test_data_directory) = read_dir("./res/adf-instances/instances/") {
+    if let Ok(test_data_directory) = read_dir("../res/adf-instances/instances/") {
         // write test file header, put `use`, `const` etc there
         write_header(&mut test_file);
 
@@ -31,9 +31,9 @@ fn write_test(test_file: &mut File, file: &DirEntry) {
     let file = file.path().canonicalize().unwrap();
     let path = file.display();
     let test_name = format!("{}", file.file_name().unwrap().to_string_lossy())
-        .replace(".", "_")
+        .replace('.', "_")
-        .replace("-", "_")
+        .replace('-', "_")
-        .replace("@", "at")
+        .replace('@', "at")
         .to_lowercase();
     let grounded_name = format!(
         "{}-grounded.txt",

lib/src/adf/heuristics.rs

@@ -0,0 +1,162 @@
+/*!
+This module contains all the crate-wide defined heuristic functions.
+In addition there is the public enum [Heuristic], which allows to set a heuristic function with the public API.
+ */
+use super::Adf;
+use crate::datatypes::{Term, Var};
+
+use rand::{Rng, RngCore};
+use strum::{EnumString, EnumVariantNames};
+
+/// Return value for heuristics.
+pub type RetVal = Option<(Var, Term)>;
+/// Signature for heuristics functions.
+pub type HeuristicFn = dyn Fn(&Adf, &[Term]) -> RetVal + Sync;
+
+pub(crate) fn heu_simple(_adf: &Adf, interpr: &[Term]) -> Option<(Var, Term)> {
+    for (idx, term) in interpr.iter().enumerate() {
+        if !term.is_truth_value() {
+            return Some((Var(idx), Term::TOP));
+        }
+    }
+    None
+}
+
+pub(crate) fn heu_mc_minpaths_maxvarimp(adf: &Adf, interpr: &[Term]) -> Option<(Var, Term)> {
+    interpr
+        .iter()
+        .enumerate()
+        .filter(|(_var, term)| !term.is_truth_value())
+        .min_by(|(vara, &terma), (varb, &termb)| {
+            match adf
+                .bdd
+                .paths(terma, true)
+                .minimum()
+                .cmp(&adf.bdd.paths(termb, true).minimum())
+            {
+                std::cmp::Ordering::Equal => adf
+                    .bdd
+                    .passive_var_impact(Var::from(*vara), interpr)
+                    .cmp(&adf.bdd.passive_var_impact(Var::from(*varb), interpr)),
+                value => value,
+            }
+        })
+        .map(|(var, term)| {
+            (
+                Var::from(var),
+                adf.bdd.paths(*term, true).more_models().into(),
+            )
+        })
+}
+
+pub(crate) fn heu_mc_maxvarimp_minpaths(adf: &Adf, interpr: &[Term]) -> Option<(Var, Term)> {
+    interpr
+        .iter()
+        .enumerate()
+        .filter(|(_var, term)| !term.is_truth_value())
+        .min_by(|(vara, &terma), (varb, &termb)| {
+            match adf
+                .bdd
+                .passive_var_impact(Var::from(*vara), interpr)
+                .cmp(&adf.bdd.passive_var_impact(Var::from(*varb), interpr))
+            {
+                std::cmp::Ordering::Equal => adf
+                    .bdd
+                    .paths(terma, true)
+                    .minimum()
+                    .cmp(&adf.bdd.paths(termb, true).minimum()),
+
+                value => value,
+            }
+        })
+        .map(|(var, term)| {
+            (
+                Var::from(var),
+                adf.bdd.paths(*term, true).more_models().into(),
+            )
+        })
+}
+
+pub(crate) fn heu_rand(adf: &Adf, interpr: &[Term]) -> Option<(Var, Term)> {
+    let possible = interpr
+        .iter()
+        .enumerate()
+        .filter(|(_var, term)| !term.is_truth_value())
+        .collect::<Vec<_>>();
+    if possible.is_empty() {
+        return None;
+    }
+    let mut rng = adf.rng.borrow_mut();
+    if let Ok(position) = usize::try_from(rng.next_u64() % (possible.len() as u64)) {
+        Some((Var::from(position), rng.gen_bool(0.5).into()))
+    } else {
+        None
+    }
+}
+
+/// Enumeration of all currently implemented heuristics.
+/// It represents a public view on the crate-view implementations of heuristics.
+#[derive(EnumString, EnumVariantNames, Copy, Clone)]
+pub enum Heuristic<'a> {
+    /// Implementation of a simple heuristic.
+    /// This will just take the first not decided variable and maps it value to (`true`)[Term::TOP].   
+    Simple,
+    /// Implementation of a heuristic, which which uses minimal number of [paths][crate::obdd::Bdd::paths] and maximal [variable-impact][crate::obdd::Bdd::passive_var_impact to identify the variable to be set.
+    /// As the value of the variable value with the maximal model-path is chosen.
+    MinModMinPathsMaxVarImp,
+    /// Implementation of a heuristic, which which uses maximal [variable-impact][crate::obdd::Bdd::passive_var_impact] and minimal number of [paths][crate::obdd::Bdd::paths] to identify the variable to be set.
+    /// As the value of the variable value with the maximal model-path is chosen.
+    MinModMaxVarImpMinPaths,
+    /// Implementation of a heuristic, which chooses random values.
+    Rand,
+    /// Allow passing in an externally-defined custom heuristic.
+    #[strum(disabled)]
+    Custom(&'a HeuristicFn),
+}
+
+impl Default for Heuristic<'_> {
+    fn default() -> Self {
+        Self::Simple
+    }
+}
+
+impl std::fmt::Debug for Heuristic<'_> {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        match self {
+            Self::Simple => write!(f, "Simple"),
+	    Self::MinModMinPathsMaxVarImp => write!(f, "Maximal model-path  count as value and minimum paths with maximal variable impact as variable choice"),
+	    Self::MinModMaxVarImpMinPaths => write!(f, "Maximal model-path  count as value and maximal variable impact with minimum paths as variable choice"),
+	    Self::Rand => write!(f, "Random heuristics"),
+            Self::Custom(_) => f.debug_tuple("Custom function").finish(),
+        }
+    }
+}
+
+impl Heuristic<'_> {
+    pub(crate) fn get_heuristic(&self) -> &(dyn Fn(&Adf, &[Term]) -> RetVal + '_) {
+        match self {
+            Heuristic::Simple => &heu_simple,
+            Heuristic::MinModMinPathsMaxVarImp => &heu_mc_minpaths_maxvarimp,
+            Heuristic::MinModMaxVarImpMinPaths => &heu_mc_maxvarimp_minpaths,
+            Heuristic::Rand => &heu_rand,
+            Self::Custom(f) => f,
+        }
+    }
+}
+#[cfg(test)]
+mod test {
+    use super::*;
+    use crate::datatypes::Term;
+    use crate::datatypes::Var;
+
+    #[test]
+    fn debug_out() {
+        dbg!(Heuristic::Simple);
+        dbg!(Heuristic::MinModMaxVarImpMinPaths);
+        dbg!(Heuristic::MinModMinPathsMaxVarImp);
+        dbg!(Heuristic::Rand);
+        dbg!(Heuristic::Custom(&|_adf: &Adf,
+                                 _int: &[Term]|
+         -> Option<(Var, Term)> { None }));
+    }
+}

lib/src/adfbiodivine.rs

@@ -1,8 +1,11 @@
 //! This module describes the abstract dialectical framework
-//! utilising the biodivine-lib-bdd (see <https://github.com/sybila/biodivine-lib-bdd>) BDD implementation to compute the
+//! utilising the biodivine-lib-bdd (see <https://github.com/sybila/biodivine-lib-bdd>) BDD implementation to compute various semantics.
+//!
+//! These are currently the
 //!  - grounded
 //!  - stable
 //!  - complete
+//!
 //! semantics of ADFs.
 
 use crate::{
@@ -16,35 +19,42 @@ use crate::{
     parser::AdfParser,
 };
 
-use biodivine_lib_bdd::Bdd;
+use biodivine_lib_bdd::{boolean_expression::BooleanExpression, Bdd, BddVariableSet};
+use derivative::Derivative;
 
-#[derive(Debug)]
+#[derive(Derivative)]
-/// Representation of an ADF, with an ordering and dictionary of statement <-> number relations, a binary decision diagram, and a list of acceptance functions in biodivine  representation together with a variable-list (needed by biodivine)
+#[derivative(Debug)]
+/// Representation of an ADF, with an ordering and dictionary which relates statements to numbers, a binary decision diagram, and a list of acceptance functions in biodivine  representation together with a variable-list (needed by biodivine).
+///
+/// To be compatible with results from the own implementation of the Bdd-based [`Adf`][crate::adf::Adf], we use the [`Term`][crate::datatypes::Term]-based representation for the various computed models.
 pub struct Adf {
     ordering: VarContainer,
     ac: Vec<Bdd>,
     vars: Vec<biodivine_lib_bdd::BddVariable>,
+    #[derivative(Debug = "ignore")]
+    varset: BddVariableSet,
+    rewrite: Option<Bdd>, // stable rewrite
 }
 
 impl Adf {
-    /// Instantiates a new ADF, based on the parser-data
+    /// Instantiates a new ADF, based on the parser-data.
     pub fn from_parser(parser: &AdfParser) -> Self {
         log::info!("[Start] instantiating BDD");
         let mut bdd_var_builder = biodivine_lib_bdd::BddVariableSetBuilder::new();
-        let namelist = parser.namelist_rc_refcell().as_ref().borrow().clone();
+        let namelist = parser
+            .namelist()
+            .read()
+            .expect("ReadLock on namelist failed")
+            .clone();
         let slice_vec: Vec<&str> = namelist.iter().map(<_>::as_ref).collect();
         bdd_var_builder.make_variables(&slice_vec);
         let bdd_variables = bdd_var_builder.build();
         let mut result = Self {
-            ordering: VarContainer::from_parser(
+            ordering: parser.var_container(),
-                parser.namelist_rc_refcell(),
+            ac: vec![bdd_variables.mk_false(); parser.dict_size()],
-                parser.dict_rc_refcell(),
-            ),
-            ac: vec![
-                bdd_variables.mk_false();
-                parser.namelist_rc_refcell().as_ref().borrow().len()
-            ],
             vars: bdd_variables.variables(),
+            varset: bdd_variables,
+            rewrite: None,
         };
         log::trace!("variable order: {:?}", result.vars);
         log::debug!("[Start] adding acs");
@@ -60,14 +70,50 @@ impl Adf {
                     new_order,
                     parser.ac_at(insert_order)
                 );
-                result.ac[*new_order] = bdd_variables
+                result.ac[*new_order] = result
-                    .eval_expression(&parser.ac_at(insert_order).unwrap().to_boolean_expr());
+                    .varset
+                    .eval_expression(&parser.ac_at(insert_order).expect("Insert order needs to exist, as all the data originates from the same parser object").to_boolean_expr());
                 log::trace!("instantiated {}", result.ac[*new_order]);
             });
         log::info!("[Success] instantiated");
         result
     }
 
+    /// Instantiates a new ADF and prepares a rewriting for the stable model computation based on the parser-data.
+    pub fn from_parser_with_stm_rewrite(parser: &AdfParser) -> Self {
+        let mut result = Self::from_parser(parser);
+        log::debug!("[Start] rewriting");
+        result.stm_rewriting(parser);
+        log::debug!("[Done] rewriting");
+        result
+    }
+
+    pub(crate) fn stm_rewriting(&mut self, parser: &AdfParser) {
+        let expr = parser.formula_order().iter().enumerate().fold(
+            BooleanExpression::Const(true),
+            |acc, (insert_order, new_order)| {
+                BooleanExpression::And(
+                    Box::new(acc),
+                    Box::new(BooleanExpression::Iff(
+                        Box::new(BooleanExpression::Variable(
+                            self.ordering
+                                .name(crate::datatypes::Var(*new_order))
+                                .expect("Variable should exist"),
+                        )),
+                        Box::new(parser.ac_at(insert_order).expect("Insert order needs to exist, as all the data originates from the same parser object").to_boolean_expr()),
+                    )),
+                )
+            },
+        );
+        log::trace!("{:?}", expr);
+        self.rewrite = Some(self.varset.eval_expression(&expr));
+    }
+
+    /// returns `true` if the stable rewriting for this ADF exists.
+    pub fn has_stm_rewriting(&self) -> bool {
+        self.rewrite.is_some()
+    }
+
     pub(crate) fn var_container(&self) -> &VarContainer {
         &self.ordering
     }
@@ -75,7 +121,7 @@ impl Adf {
     pub(crate) fn ac(&self) -> &[Bdd] {
         &self.ac
     }
-    /// Computes the grounded extension and returns it as a list
+    /// Computes the grounded extension and returns it as a list.
     pub fn grounded(&self) -> Vec<Term> {
         log::info!("[Start] grounded");
         let ac = &self.ac.clone();
@@ -141,8 +187,8 @@ impl Adf {
         new_interpretation
     }
 
-    /// Computes the complete models
+    /// Computes the complete models.
-    /// Returns an Iterator which contains all the complete models
+    /// Returns an [Iterator][std::iter::Iterator] which contains all the complete models.
     pub fn complete<'a, 'b>(&'a self) -> impl Iterator<Item = Vec<Term>> + 'b
     where
         'a: 'b,
@@ -158,15 +204,29 @@ impl Adf {
         )
     }
 
-    /// shifts the representation and allows to use the naive approach
+    /// Shifts the representation and allows to use the naive approach.
+    ///
+    /// The grounded interpretation is computed by the [biodivine library](https://github.com/sybila/biodivine-lib-bdd) first.
     pub fn hybrid_step(&self) -> crate::adf::Adf {
         crate::adf::Adf::from_biodivine_vector(
             self.var_container(),
             &self.grounded_internal(self.ac()),
         )
     }
-    /// Computes the stable models
+
-    /// Returns an Iterator which contains all the stable models
+    /// Shifts the representation and allows to use the naive approach.
+    ///
+    /// `bio_grounded` will compute the grounded, based on [biodivine](https://github.com/sybila/biodivine-lib-bdd), first.
+    pub fn hybrid_step_opt(&self, bio_grounded: bool) -> crate::adf::Adf {
+        if bio_grounded {
+            self.hybrid_step()
+        } else {
+            crate::adf::Adf::from_biodivine_vector(self.var_container(), self.ac())
+        }
+    }
+
+    /// Computes the stable models.
+    /// Returns an [Iterator][std::iter::Iterator] which contains all the stable models.
     pub fn stable<'a, 'b>(&'a self) -> impl Iterator<Item = Vec<Term>> + 'b
     where
         'a: 'b,
@@ -190,16 +250,94 @@ impl Adf {
                     .iter()
                     .map(|ac| ac.restrict(&reduction_list))
                     .collect::<Vec<_>>();
-                let complete = self.grounded_internal(&reduct);
+                let grounded = self.grounded_internal(&reduct);
                 terms
                     .iter()
-                    .zip(complete.iter())
+                    .zip(grounded.iter())
                     .all(|(left, right)| left.cmp_information(right))
             },
         )
     }
 
-    /// creates a [PrintableInterpretation] for output purposes
+    /// Computes the stable models.
+    /// This variant returns all stable models and utilises a rewrite of the ADF as one big conjunction of equalities (`if and only if`).
+    pub fn stable_bdd_representation(&self) -> Vec<Vec<Term>> {
+        let smc = self.stable_model_candidates();
+        log::debug!("[Start] checking for stability");
+        smc.into_iter()
+            .filter(|terms| {
+                let reduction_list = self
+                    .vars
+                    .iter()
+                    .enumerate()
+                    .filter_map(|(idx, elem)| {
+                        if terms[idx].is_truth_value() && !terms[idx].is_true() {
+                            Some((*elem, false))
+                        } else {
+                            None
+                        }
+                    })
+                    .collect::<Vec<(biodivine_lib_bdd::BddVariable, bool)>>();
+                let reduct = self
+                    .ac
+                    .iter()
+                    .map(|ac| ac.restrict(&reduction_list))
+                    .collect::<Vec<_>>();
+                let grounded = self.grounded_internal(&reduct);
+                terms
+                    .iter()
+                    .zip(grounded.iter())
+                    .all(|(left, right)| left.cmp_information(right))
+            })
+            .collect::<Vec<Vec<Term>>>()
+    }
+
+    pub(crate) fn stable_model_candidates(&self) -> Vec<Vec<Term>> {
+        let internal_rewriting: Bdd;
+        let sr: &Bdd;
+        if self.has_stm_rewriting() {
+            sr = self.rewrite.as_ref().expect("self.rewrite has to exist, because it has been checked just before calling this reference");
+        } else {
+            internal_rewriting = self.stable_representation();
+            sr = &internal_rewriting;
+        }
+        log::debug!("[Start] construct stable model candidates");
+        sr.sat_valuations()
+            .map(|valuation| {
+                self.vars
+                    .iter()
+                    .map(|var| {
+                        if valuation.value(*var) {
+                            Term::TOP
+                        } else {
+                            Term::BOT
+                        }
+                    })
+                    .collect::<Vec<Term>>()
+            })
+            .collect::<Vec<Vec<Term>>>()
+    }
+
+    /// compute the stable representation
+    fn stable_representation(&self) -> Bdd {
+        log::debug!("[Start] stable representation rewriting");
+        self.ac.iter().enumerate().fold(
+            self.varset.eval_expression(&BooleanExpression::Const(true)),
+            |acc, (idx, formula)| {
+                acc.and(
+                    &formula.iff(
+                        &self.varset.eval_expression(&BooleanExpression::Variable(
+                            self.ordering
+                                .name(crate::datatypes::Var(idx))
+                                .expect("Variable should exist"),
+                        )),
+                    ),
+                )
+            },
+        )
+    }
+
+    /// Creates a [PrintableInterpretation] for output purposes.
     pub fn print_interpretation<'a, 'b>(
         &'a self,
         interpretation: &'b [Term],
@@ -210,18 +348,18 @@ impl Adf {
         PrintableInterpretation::new(interpretation, &self.ordering)
     }
 
-    /// creates a [PrintDictionary] for output purposes
+    /// Creates a [PrintDictionary] for output purposes.
     pub fn print_dictionary(&self) -> PrintDictionary {
         PrintDictionary::new(&self.ordering)
     }
 }
 
-/// Provides Adf-Specific operations on truth valuations
+/// Provides ADF-Specific operations on truth valuations.
 pub trait AdfOperations {
-    /// Returns `true` if the BDD is either valid or unsatisfiable
+    /// Returns `true` if the roBDD is either valid or unsatisfiable.
     fn is_truth_value(&self) -> bool;
 
-    /// Compares whether the information between two given BDDs are the same
+    /// Compares whether the information between two given roBDDs are the same.
     fn cmp_information(&self, other: &Self) -> bool;
 }
 
@@ -235,17 +373,17 @@ impl AdfOperations for Bdd {
     }
 }
 
-/// Implementations of the restrict-operations on BDDs
+/// Implementations of the restrict-operations on roBDDs.
 pub trait BddRestrict {
-    /// Provides an implementation of the restrict-operation on BDDs for one variable
+    /// Provides an implementation of the restrict-operation on roBDDs for one variable.
     fn var_restrict(&self, variable: biodivine_lib_bdd::BddVariable, value: bool) -> Self;
-    /// Provides an implementation of the restrict-operation on a set of variables
+    /// Provides an implementation of the restrict-operation on a set of variables.
     fn restrict(&self, variables: &[(biodivine_lib_bdd::BddVariable, bool)]) -> Self;
 }
 
 impl BddRestrict for Bdd {
     fn var_restrict(&self, variable: biodivine_lib_bdd::BddVariable, value: bool) -> Bdd {
-        self.var_select(variable, value).var_project(variable)
+        self.var_select(variable, value).var_exists(variable)
     }
 
     fn restrict(&self, variables: &[(biodivine_lib_bdd::BddVariable, bool)]) -> Bdd {
@@ -253,7 +391,7 @@ impl BddRestrict for Bdd {
         variables
             .iter()
             .for_each(|(var, _val)| variablelist.push(*var));
-        self.select(variables).project(&variablelist)
+        self.select(variables).exists(&variablelist)
     }
 }
 
@@ -289,8 +427,8 @@ mod test {
         let c = variables.eval_expression_string("c");
         let d = variables.eval_expression_string("a & b & c");
         let e = variables.eval_expression_string("a ^ b");
-        let t = variables.eval_expression(&boolean_expression::BooleanExpression::Const(true));
+        let t = variables.eval_expression(&BooleanExpression::Const(true));
-        let f = variables.eval_expression(&boolean_expression::BooleanExpression::Const(false));
+        let f = variables.eval_expression(&BooleanExpression::Const(false));
 
         println!("{:?}", a.to_string());
         println!("{:?}", a.to_bytes());
@@ -348,6 +486,26 @@ mod test {
         );
     }
 
+    #[test]
+    fn grounded_eq_naive() {
+        let parser = AdfParser::default();
+        parser.parse()("s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,b).ac(c,and(a,b)).ac(d,neg(b)).\ns(e).ac(e,and(b,or(neg(b),c(f)))).s(f).\n\nac(f,xor(a,e)).")
+            .unwrap();
+        let adf = Adf::from_parser(&parser);
+
+        let adf_grd = adf.grounded();
+        let adf_hybrid_true = adf.hybrid_step_opt(true).grounded();
+        let adf_hybrid_false = adf.hybrid_step_opt(false).grounded();
+        adf_grd
+            .iter()
+            .zip(adf_hybrid_false.iter())
+            .zip(adf_hybrid_true.iter())
+            .for_each(|((a, b), c)| {
+                assert!(a.compare_inf(b));
+                assert!(b.compare_inf(c));
+            });
+    }
+
     #[test]
     fn complete() {
         let parser = AdfParser::default();
@@ -464,4 +622,23 @@ mod test {
         let adf = Adf::from_parser(&parser);
         assert_eq!(adf.stable().next(), None);
     }
+
+    #[test]
+    fn stable_version2() {
+        let parser = AdfParser::default();
+        parser.parse()("s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,b).ac(c,and(a,b)).ac(d,neg(b)).\ns(e).ac(e,and(b,or(neg(b),c(f)))).s(f).\n\nac(f,xor(a,e)).")
+            .unwrap();
+        let adf = Adf::from_parser(&parser);
+
+        let mut stable_naive: Vec<Vec<Term>> = adf.stable().collect();
+        let mut stable_v2 = adf.stable_bdd_representation();
+        let adf2 = Adf::from_parser_with_stm_rewrite(&parser);
+        let mut stable_v3 = adf2.stable_bdd_representation();
+        stable_naive.sort();
+        stable_v2.sort();
+        stable_v3.sort();
+
+        assert_eq!(stable_naive, stable_v2);
+        assert_eq!(stable_v2, stable_v3);
+    }
 }

lib/src/datatypes.rs

@@ -0,0 +1,4 @@
+//! Collection of all the necessary datatypes of the system.
+pub mod adf;
+mod bdd;
+pub use bdd::*;

lib/src/datatypes/adf.rs

@@ -1,53 +1,73 @@
-//! Repesentation of all needed ADF based datatypes
+//! Representation of all needed ADF based datatypes.
 
 use super::{Term, Var};
 use serde::{Deserialize, Serialize};
-use std::{cell::RefCell, collections::HashMap, fmt::Display, rc::Rc};
+use std::{collections::HashMap, fmt::Display, sync::Arc, sync::RwLock};
 
-#[derive(Serialize, Deserialize, Debug)]
+/// A container which acts as a dictionary as well as an ordering of variables.
-pub(crate) struct VarContainer {
+/// *names* is a list of variable-names and the sequence of the values is inducing the order of variables.
-    names: Rc<RefCell<Vec<String>>>,
+/// *mapping* allows to search for a variable name and to receive the corresponding position in the variable list (`names`).
-    mapping: Rc<RefCell<HashMap<String, usize>>>,
+///
+/// # Important note
+/// If one [VarContainer] is used to instantiate an [Adf][crate::adf::Adf] (resp. [Biodivine Adf][crate::adfbiodivine::Adf]) a revision (other than adding more information) might result in wrong variable-name mapping when trying to print the output using the [PrintDictionary].
+#[derive(Serialize, Deserialize, Debug, Clone)]
+pub struct VarContainer {
+    names: Arc<RwLock<Vec<String>>>,
+    mapping: Arc<RwLock<HashMap<String, usize>>>,
 }
 
 impl Default for VarContainer {
     fn default() -> Self {
         VarContainer {
-            names: Rc::new(RefCell::new(Vec::new())),
+            names: Arc::new(RwLock::new(Vec::new())),
-            mapping: Rc::new(RefCell::new(HashMap::new())),
+            mapping: Arc::new(RwLock::new(HashMap::new())),
         }
     }
 }
 
 impl VarContainer {
+    /// Create [`VarContainer`] from its components
     pub fn from_parser(
-        names: Rc<RefCell<Vec<String>>>,
+        names: Arc<RwLock<Vec<String>>>,
-        mapping: Rc<RefCell<HashMap<String, usize>>>,
+        mapping: Arc<RwLock<HashMap<String, usize>>>,
     ) -> VarContainer {
         VarContainer { names, mapping }
     }
 
-    pub fn copy(from: &Self) -> Self {
+    /// Get the [Var] used by the `Bdd` which corresponds to the given [&str].
-        VarContainer {
+    /// Returns [None] if no matching value is found.
-            names: from.names.clone(),
-            mapping: from.mapping.clone(),
-        }
-    }
-
     pub fn variable(&self, name: &str) -> Option<Var> {
-        self.mapping.borrow().get(name).map(|val| Var(*val))
+        self.mapping
+            .read()
+            .ok()
+            .and_then(|map| map.get(name).map(|val| Var(*val)))
     }
 
+    /// Get the name which corresponds to the given [Var].
+    /// Returns [None] if no matching value is found.
     pub fn name(&self, var: Var) -> Option<String> {
-        self.names.borrow().get(var.value()).cloned()
+        self.names
+            .read()
+            .ok()
+            .and_then(|name| name.get(var.value()).cloned())
     }
 
-    #[allow(dead_code)]
+    /// Return ordered names from [`VarContainer`]
-    pub fn names(&self) -> Rc<RefCell<Vec<String>>> {
+    pub fn names(&self) -> Arc<RwLock<Vec<String>>> {
-        Rc::clone(&self.names)
+        Arc::clone(&self.names)
+    }
+
+    /// Return map from names to indices in [`VarContainer`]
+    pub fn mappings(&self) -> Arc<RwLock<HashMap<String, usize>>> {
+        Arc::clone(&self.mapping)
+    }
+
+    /// Creates a [PrintDictionary] for output purposes.
+    pub fn print_dictionary(&self) -> PrintDictionary {
+        PrintDictionary::new(self)
     }
 }
-/// A struct which holds the dictionary to print interpretations and allows to instantiate printable interpretations
+/// A struct which holds the dictionary to print interpretations and allows to instantiate printable interpretations.
 #[derive(Debug)]
 pub struct PrintDictionary {
     ordering: VarContainer,
@@ -56,7 +76,7 @@ pub struct PrintDictionary {
 impl PrintDictionary {
     pub(crate) fn new(order: &VarContainer) -> Self {
         Self {
-            ordering: VarContainer::copy(order),
+            ordering: order.clone(),
         }
     }
     /// creates a [PrintableInterpretation] for output purposes
@@ -102,15 +122,21 @@ impl Display for PrintableInterpretation<'_> {
                 } else {
                     write!(f, "u(").expect("writing Interpretation failed!");
                 }
-                write!(f, "{}) ", self.ordering.name(Var(pos)).unwrap())
+                write!(
+                    f,
+                    "{}) ",
+                    self.ordering
+                        .name(Var(pos))
+                        .expect("Variable originates from same parser object as the ordering")
+                )
                 .expect("writing Interpretation failed!");
             });
         writeln!(f)
     }
 }
 
-/// Provides an Iterator, which contains all two valued Interpretations, with respect to the given
+/// Provides an [Iterator][std::iter::Iterator], which contains all two valued interpretations, with respect to the given
-/// 3-valued interpretation.
+/// three valued interpretation.
 
 #[derive(Debug)]
 pub struct TwoValuedInterpretationsIterator {
@@ -120,12 +146,12 @@ pub struct TwoValuedInterpretationsIterator {
 }
 
 impl TwoValuedInterpretationsIterator {
-    /// Creates a new iterable structure, which represents all two-valued interpretations wrt. the given 3-valued interpretation
+    /// Creates a new iterable structure, which represents all two-valued interpretations wrt. the given three valued interpretation.
     pub fn new(term: &[Term]) -> Self {
         let indexes = term
             .iter()
             .enumerate()
-            .filter_map(|(idx, &v)| (!v.is_truth_value()).then(|| idx))
+            .filter_map(|(idx, &v)| (!v.is_truth_value()).then_some(idx))
             .rev()
             .collect::<Vec<_>>();
         let current = term
@@ -181,7 +207,6 @@ pub struct ThreeValuedInterpretationsIterator {
     indexes: Vec<usize>,
     current: Option<Vec<usize>>,
     started: bool,
-    last_iteration: bool,
 }
 
 impl ThreeValuedInterpretationsIterator {
@@ -190,7 +215,7 @@ impl ThreeValuedInterpretationsIterator {
         let indexes = term
             .iter()
             .enumerate()
-            .filter_map(|(idx, &v)| (!v.is_truth_value()).then(|| idx))
+            .filter_map(|(idx, &v)| (!v.is_truth_value()).then_some(idx))
             .rev()
             .collect::<Vec<_>>();
         let current = vec![2; indexes.len()];
@@ -200,7 +225,6 @@ impl ThreeValuedInterpretationsIterator {
             started: false,
             current: Some(current),
             original: term.into(),
-            last_iteration: false,
         }
     }
 
@@ -212,7 +236,7 @@ impl ThreeValuedInterpretationsIterator {
         }
     }
 
-    fn decrement_vec(vector: &mut Vec<usize>) -> bool {
+    fn decrement_vec(vector: &mut [usize]) -> bool {
         let mut cur_pos = None;
         for (idx, value) in vector.iter_mut().enumerate() {
             if *value > 0 {

lib/src/datatypes/bdd.rs

@@ -1,14 +1,14 @@
 //! To represent a BDD, a couple of datatypes is needed.
 //! This module consists of all internally and externally used datatypes, such as
-//! [Term], [Var], and [BddNode]
+//! [Term], [Var], and [BddNode].
 use serde::{Deserialize, Serialize};
 use std::{fmt::Display, ops::Deref};
 
 use crate::adfbiodivine::AdfOperations;
 
-/// Representation of a Term
+/// Representation of a Term.
-/// Each Term is represented in a number ([usize]) and relates to a
+/// Each [`Term`] is represented in a number ([usize]) and relates to a
-/// Node in the decision diagram
+/// node in the [BDD][crate::obdd::Bdd].
 #[derive(Debug, Eq, PartialEq, PartialOrd, Ord, Hash, Copy, Clone, Serialize, Deserialize)]
 pub struct Term(pub usize);
 
@@ -25,6 +25,16 @@ impl From<usize> for Term {
     }
 }
 
+impl From<bool> for Term {
+    fn from(val: bool) -> Self {
+        if val {
+            Self::TOP
+        } else {
+            Self::BOT
+        }
+    }
+}
+
 impl From<&biodivine_lib_bdd::Bdd> for Term {
     fn from(val: &biodivine_lib_bdd::Bdd) -> Self {
         if val.is_true() {
@@ -44,14 +54,16 @@ impl Display for Term {
 }
 
 impl Term {
-    /// Represents the truth-value bottom, i.e. false
+    /// Represents the truth-value bottom, i.e., false.
     pub const BOT: Term = Term(0);
-    /// Represents the truth-value top, i.e. true
+    /// Represents the truth-value top, i.e., true.
     pub const TOP: Term = Term(1);
-    /// Represents the truth-value undecided, i.e. sat, but not valid
+    /// Represents the truth-value undecided, i.e., sat, but not valid.
+    ///
+    /// In other words, we are describing a truth-value, which still allows a consistent solution, but is not necessarily decided yet.
     pub const UND: Term = Term(2);
 
-    /// Get the value of the Term, i.e. the corresponding [usize]
+    /// Get the value of the [Term], i.e., the corresponding [usize].
     pub fn value(self) -> usize {
         self.0
     }
@@ -62,25 +74,33 @@ impl Term {
         self.0 <= Term::TOP.0
     }
 
-    /// Returns true, if the Term is true, i.e. [Term::TOP]
+    /// Returns [true], if the [Term] is true, i.e., [Term::TOP].
     pub fn is_true(&self) -> bool {
         *self == Self::TOP
     }
 
-    /// Returns true, if the Terms have the same information-value
+    /// Returns [true], if the [Term]s have the same information-value.
     pub fn compare_inf(&self, other: &Self) -> bool {
         self.is_truth_value() == other.is_truth_value() && self.is_true() == other.is_true()
     }
 
-    /// Returns true, if the Term and the BDD have the same information-value
+    /// Returns [true] if the information of **other** does not decrease and it is not inconsistent.
+    pub fn no_inf_inconsistency(&self, other: &Self) -> bool {
+        if self.compare_inf(other) {
+            return true;
+        }
+        !self.is_truth_value()
+    }
+
+    /// Returns [true], if the [Term] and the roBDD have the same information-value.
     pub fn cmp_information(&self, other: &biodivine_lib_bdd::Bdd) -> bool {
         self.is_truth_value() == other.is_truth_value() && self.is_true() == other.is_true()
     }
 }
 
-/// Representation of Variables
+/// Representation of variables.
 /// Note that the algorithm only uses [usize] values to identify variables.
-/// The order of these values will be defining for the Variable order of the decision diagram.
+/// The order of these values will be defining for the [variable][Var] order of the roBDD.
 #[derive(Debug, Eq, PartialEq, PartialOrd, Ord, Hash, Clone, Copy, Serialize, Deserialize)]
 pub struct Var(pub usize);
 
@@ -104,23 +124,28 @@ impl Display for Var {
 }
 
 impl Var {
-    /// Represents the constant symbol "Top"
+    /// Represents the constant symbol "⊤", which stands for the "verum" concept.
     pub const TOP: Var = Var(usize::MAX);
-    /// Represents the constant symbol "Bot"
+    /// Represents the constant symbol "⊥", which stands for the "falsum" concept.
     pub const BOT: Var = Var(usize::MAX - 1);
 
-    /// Returns the value of the [Var] as [usize]
+    /// Returns the value of the [variable][Var] as [usize].
     pub fn value(self) -> usize {
         self.0
     }
+
+    /// Returns [true] if the value of the [variable][Var] is a constant (i.e., [BOT][Var::BOT] or [TOP][Var::TOP]).
+    pub fn is_constant(&self) -> bool {
+        self.value() >= Var::BOT.value()
+    }
 }
 
-/// A [BddNode] is representing one Node in the decision diagram
+/// A [BddNode] is representing one Node in the decision diagram.
 ///
 /// Intuitively this is a binary tree structure, where the diagram is allowed to
 /// pool same values to the same Node.
 #[derive(Debug, Eq, PartialEq, PartialOrd, Ord, Hash, Clone, Copy, Serialize, Deserialize)]
-pub(crate) struct BddNode {
+pub struct BddNode {
     var: Var,
     lo: Term,
     hi: Term,
@@ -132,28 +157,34 @@ impl Display for BddNode {
     }
 }
 
+impl Default for BddNode {
+    fn default() -> Self {
+        Self::top_node()
+    }
+}
+
 impl BddNode {
-    /// Creates a new Node
+    /// Creates a new Node.
     pub fn new(var: Var, lo: Term, hi: Term) -> Self {
         Self { var, lo, hi }
     }
 
-    /// Returns the current Variable-value
+    /// Returns the current Variable-value.
     pub fn var(self) -> Var {
         self.var
     }
 
-    /// Returns the `lo`-branch
+    /// Returns the `lo`-branch.
     pub fn lo(self) -> Term {
         self.lo
     }
 
-    /// Returns the `hi`-branch
+    /// Returns the `hi`-branch.
     pub fn hi(self) -> Term {
         self.hi
     }
 
-    /// Creates a node, which represents the `Bot`-truth value
+    /// Creates a node, which represents the `Bot`-truth value.
     pub fn bot_node() -> Self {
         Self {
             var: Var::BOT,
@@ -162,7 +193,7 @@ impl BddNode {
         }
     }
 
-    /// Creates a node, which represents the `Top`-truth value
+    /// Creates a node, which represents the `Top`-truth value.
     pub fn top_node() -> Self {
         Self {
             var: Var::TOP,
@@ -172,6 +203,54 @@ impl BddNode {
     }
 }
 
+/// Represents the pair of counts, related to counter-models and models.
+///
+/// A model of a formula is an interpretation such that the formula evaluates to true with respect to the interpretation.
+/// A counter-model of a formula is an interpretation such that the formula evaluates to false with respect to the interpretation.
+#[derive(Debug, Clone, Copy, Eq, PartialEq, PartialOrd, Ord)]
+pub struct ModelCounts {
+    /// Contains the number of counter-models.
+    pub cmodels: usize,
+    /// Contains the number of models.
+    pub models: usize,
+}
+
+impl ModelCounts {
+    /// Represents the top-node model-counts.
+    pub fn top() -> ModelCounts {
+        (0, 1).into()
+    }
+
+    /// Represents the bot-node model-counts.
+    pub fn bot() -> ModelCounts {
+        (1, 0).into()
+    }
+
+    /// Returns the smaller size (models or counter-models).
+    pub fn minimum(&self) -> usize {
+        self.models.min(self.cmodels)
+    }
+
+    /// Returns [true], if there are more models than counter-models.
+    /// If they are equal, the function returns [true] too.
+    pub fn more_models(&self) -> bool {
+        self.models >= self.minimum()
+    }
+}
+
+impl From<(usize, usize)> for ModelCounts {
+    fn from(tuple: (usize, usize)) -> Self {
+        ModelCounts {
+            cmodels: tuple.0,
+            models: tuple.1,
+        }
+    }
+}
+/// Type alias for the [Modelcounts][ModelCounts], count of paths to ⊥ respectively ⊤, and the depth of a given node in an roBDD.
+pub type CountNode = (ModelCounts, ModelCounts, usize);
+/// Type alias for [Facet counts][FacetCounts], which contains the number of facets and counter-facets.
+pub type FacetCounts = (usize, usize);
+
 #[cfg(test)]
 mod test {
     use super::*;
@@ -196,8 +275,8 @@ mod test {
         let term: Term = Term::from(value);
         let var = Var::from(value);
         // display
-        assert_eq!(format!("{}", term), format!("Term({})", value));
+        assert_eq!(format!("{term}"), format!("Term({})", value));
-        assert_eq!(format!("{}", var), format!("Var({})", value));
+        assert_eq!(format!("{var}"), format!("Var({})", value));
         //deref
         assert_eq!(value, *term);
         true
@@ -209,6 +288,17 @@ mod test {
         assert_eq!(*node.var(), var);
         assert_eq!(*node.lo(), lo);
         assert_eq!(*node.hi(), hi);
+        match node.var() {
+            Var::TOP => {
+                assert!(node.var().is_constant());
+            }
+            Var::BOT => {
+                assert!(node.var().is_constant());
+            }
+            val => {
+                assert!(!val.is_constant());
+            }
+        }
         true
     }
 }

lib/src/lib.rs

@@ -0,0 +1,364 @@
+/*!
+This library contains an efficient representation of `Abstract Dialectical Frameworks (ADF)` by utilising an implementation of `Ordered Binary Decision Diagrams (OBDD)`
+
+# Abstract Dialectical Frameworks
+An `abstract dialectical framework` consists of abstract statements. Each statement has a unique label and might be related to other statements (s) in the ADF. This relation is defined by a so-called acceptance condition (ac), which intuitively is a propositional formula, where the variable symbols are the labels of the statements. An interpretation is a three valued function which maps to each statement a truth value (true, false, undecided). We call such an interpretation a model, if each acceptance condition agrees to the interpretation.
+
+## Noteworthy relations between semantics
+
+- The computation is always in the same order
+  - grd
+  - com
+  - stm
+- We know that there is always exactly one grounded model
+- We know that there always exists at least one complete model (i.e., the grounded one)
+- We know that there does not need to exist a stable model
+- We know that every stable model is a complete model too
+
+# Reduced Ordered Binary Decision Diagram (roBDD)
+A `reduced ordered binary decision diagram` is a normalised representation of binary functions, where satisfiability- and validity checks can be done relatively cheap and no redundant information is stored.
+
+Note that one advantage of this implementation is that only one structure is used for all acceptance conditions. This can be done because all of them have the identical signature (i.e., the set of all statements + top and bottom concepts).
+Due to this uniform representation reductions on subformulae which are shared by two or more statements only need to be computed once and will be cached in the data structure for further applications.
+
+The naively used algorithm to create an roBDD, based on a given formula does not perform well on bigger formulae, therefore it is possible to use a state-of-the art library to instantiate the roBDD (<https://github.com/sybila/biodivine-lib-bdd>).
+It is possible to either stay with the biodivine library or switch back to the variant implemented by adf-bdd.
+The variant implemented in this library offers reuse of already done reductions and memoisation techniques, which are not offered by biodivine.
+In addition some further features, like counter-model counting is not supported by biodivine.
+
+Note that import and export only works if the naive library is chosen.
+
+# Input-file format
+Each statement is defined by an ASP-style unary predicate `s`, where the enclosed term represents the label of the statement.
+The binary predicate `ac` relates each statement to one propositional formula in prefix notation, with the logical operations and constants as follows:
+- `and(x,y)`: conjunction
+- `or(x,y)`: disjunction
+- `iff(x,Y)`: if and only if
+- `xor(x,y)`: exclusive or
+- `neg(x)`: classical negation
+- `c(v)`: constant symbol "verum" - tautology/top
+- `c(f)`: constant symbol "falsum" - inconsistency/bot
+*/
+
+/*!
+## Example input file:
+```prolog
+s(a).
+s(b).
+s(c).
+s(d).
+
+ac(a,c(v)).
+ac(b,or(a,b)).
+ac(c,neg(b)).
+ac(d,d).
+```
+*/
+
+/*!
+## Usage examples
+First parse a given ADF and sort the statements, if needed.
+```rust
+use adf_bdd::parser::AdfParser;
+use adf_bdd::adf::Adf;
+// use the above example as input
+let input = "s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,or(a,b)).ac(c,neg(b)).ac(d,d).";
+let parser = AdfParser::default();
+match parser.parse()(&input) {
+    Ok(_) => log::info!("[Done] parsing"),
+    Err(e) => {
+    log::error!(
+        "Error during parsing:\n{} \n\n cannot continue, panic!",
+        e
+        );
+        panic!("Parsing failed, see log for further details")
+    }
+}
+// sort lexicographic
+parser.varsort_lexi();
+```
+### use the naive/in-crate implementation
+```rust
+# use adf_bdd::parser::AdfParser;
+# use adf_bdd::adf::Adf;
+# // use the above example as input
+# let input = "s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,or(a,b)).ac(c,neg(b)).ac(d,d).";
+# let parser = AdfParser::default();
+# match parser.parse()(&input) {
+#    Ok(_) => log::info!("[Done] parsing"),
+#    Err(e) => {
+#    log::error!(
+#        "Error during parsing:\n{} \n\n cannot continue, panic!",
+#        e
+#        );
+#        panic!("Parsing failed, see log for further details")
+#    }
+# }
+# // sort lexicographic
+# parser.varsort_lexi();
+// create Adf
+let mut adf = Adf::from_parser(&parser);
+// compute and print the complete models
+let printer = adf.print_dictionary();
+for model in adf.complete() {
+    print!("{}", printer.print_interpretation(&model));
+}
+```
+### use the biodivine implementation
+```rust
+# use adf_bdd::parser::AdfParser;
+# use adf_bdd::adf::Adf;
+# // use the above example as input
+# let input = "s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,or(a,b)).ac(c,neg(b)).ac(d,d).";
+# let parser = AdfParser::default();
+# match parser.parse()(&input) {
+#    Ok(_) => log::info!("[Done] parsing"),
+#    Err(e) => {
+#    log::error!(
+#        "Error during parsing:\n{} \n\n cannot continue, panic!",
+#        e
+#        );
+#        panic!("Parsing failed, see log for further details")
+#    }
+# }
+# // sort lexicographic
+# parser.varsort_lexi();
+// create Adf
+let adf = adf_bdd::adfbiodivine::Adf::from_parser(&parser);
+// compute and print the complete models
+let printer = adf.print_dictionary();
+for model in adf.complete() {
+    print!("{}", printer.print_interpretation(&model));
+}
+```
+### use the hybrid approach implementation
+```rust
+# use adf_bdd::parser::AdfParser;
+# use adf_bdd::adf::Adf;
+# // use the above example as input
+# let input = "s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,or(a,b)).ac(c,neg(b)).ac(d,d).";
+# let parser = AdfParser::default();
+# match parser.parse()(&input) {
+#    Ok(_) => log::info!("[Done] parsing"),
+#    Err(e) => {
+#    log::error!(
+#        "Error during parsing:\n{} \n\n cannot continue, panic!",
+#        e
+#        );
+#        panic!("Parsing failed, see log for further details")
+#    }
+# }
+# // sort lexicographic
+# parser.varsort_lexi();
+// create biodivine Adf
+let badf = adf_bdd::adfbiodivine::Adf::from_parser(&parser);
+// instantiate the internally used adf after the reduction done by biodivine
+let mut adf = badf.hybrid_step();
+// compute and print the complete models
+let printer = adf.print_dictionary();
+for model in adf.complete() {
+    print!("{}", printer.print_interpretation(&model));
+}
+```
+
+### Using the [`NoGood`][crate::nogoods::NoGood]-learner approach, together with the [`crossbeam-channel`] implementation
+This can be used to have a worker and a consumer thread to print the results as they are computed.
+Please note that the [`NoGood`][crate::nogoods::NoGood]-learner needs a heuristics function to work.
+The enum [`Heuristic`][crate::adf::heuristics::Heuristic] allows one to choose a pre-defined heuristic, or implement a `Custom` one.
+```rust
+use adf_bdd::parser::AdfParser;
+use adf_bdd::adf::Adf;
+use adf_bdd::adf::heuristics::Heuristic;
+use adf_bdd::datatypes::{Term, adf::VarContainer};
+// create a channel
+let (s, r) = crossbeam_channel::unbounded();
+let variables = VarContainer::default();
+let variables_worker = variables.clone();
+// spawn a solver thread
+let solving = std::thread::spawn(move || {
+   // use the above example as input
+   let input = "s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,or(a,b)).ac(c,neg(b)).ac(d,d).";
+   let parser = AdfParser::with_var_container(variables_worker);
+   parser.parse()(&input).expect("parsing worked well");
+   // use hybrid approach
+   let mut adf = adf_bdd::adfbiodivine::Adf::from_parser(&parser).hybrid_step();
+   // compute stable with the simple heuristic
+   adf.stable_nogood_channel(Heuristic::Simple, s);
+});
+
+let printer = variables.print_dictionary();
+// print results as they are computed
+while let Ok(result) = r.recv() {
+   print!("stable model: {:?} \n", result);
+   // use dictionary
+   print!("stable model with variable names: {}", printer.print_interpretation(&result));
+#  assert_eq!(result, vec![Term(1),Term(1),Term(0),Term(0)]);
+}
+// waiting for the other thread to close
+solving.join().unwrap();
+
+```
+
+### Serialize and Deserialize custom datastructures representing an [`adf::Adf`]
+
+The Web Application <https://adf-bdd.dev> uses custom datastructures that are stored in a mongodb which inspired this example.
+
+```rust
+use std::sync::{Arc, RwLock};
+use serde::{Deserialize, Serialize};
+use std::collections::HashMap;
+use adf_bdd::datatypes::adf::VarContainer;
+use adf_bdd::datatypes::{BddNode, Term, Var};
+use adf_bdd::obdd::Bdd;
+use adf_bdd::parser::AdfParser;
+use adf_bdd::adf::Adf;
+
+// Custom Datastructures for (De-)Serialization
+
+# #[derive(PartialEq, Debug)]
+#[derive(Deserialize, Serialize)]
+struct MyCustomVarContainer {
+    names: Vec<String>,
+    mapping: HashMap<String, String>,
+}
+
+impl From<VarContainer> for MyCustomVarContainer {
+    fn from(source: VarContainer) -> Self {
+        Self {
+            names: source.names().read().unwrap().clone(),
+            mapping: source
+                .mappings()
+                .read()
+                .unwrap()
+                .iter()
+                .map(|(k, v)| (k.clone(), v.to_string()))
+                .collect(),
+        }
+    }
+}
+
+impl From<MyCustomVarContainer> for VarContainer {
+    fn from(source: MyCustomVarContainer) -> Self {
+        Self::from_parser(
+            Arc::new(RwLock::new(source.names)),
+            Arc::new(RwLock::new(
+                source
+                    .mapping
+                    .into_iter()
+                    .map(|(k, v)| (k, v.parse().unwrap()))
+                    .collect(),
+            )),
+        )
+    }
+}
+
+# #[derive(PartialEq, Debug)]
+#[derive(Deserialize, Serialize)]
+struct MyCustomBddNode {
+    var: String,
+    lo: String,
+    hi: String,
+}
+
+impl From<BddNode> for MyCustomBddNode {
+    fn from(source: BddNode) -> Self {
+        Self {
+            var: source.var().0.to_string(),
+            lo: source.lo().0.to_string(),
+            hi: source.hi().0.to_string(),
+        }
+    }
+}
+
+impl From<MyCustomBddNode> for BddNode {
+    fn from(source: MyCustomBddNode) -> Self {
+        Self::new(
+            Var(source.var.parse().unwrap()),
+            Term(source.lo.parse().unwrap()),
+            Term(source.hi.parse().unwrap()),
+        )
+    }
+}
+
+# #[derive(PartialEq, Debug)]
+#[derive(Deserialize, Serialize)]
+struct MyCustomAdf {
+    ordering: MyCustomVarContainer,
+    bdd: Vec<MyCustomBddNode>,
+    ac: Vec<String>,
+}
+
+impl From<Adf> for MyCustomAdf {
+    fn from(source: Adf) -> Self {
+        Self {
+            ordering: source.ordering.into(),
+            bdd: source.bdd.nodes.into_iter().map(Into::into).collect(),
+            ac: source.ac.into_iter().map(|t| t.0.to_string()).collect(),
+        }
+    }
+}
+
+impl From<MyCustomAdf> for Adf {
+    fn from(source: MyCustomAdf) -> Self {
+        let bdd = Bdd::from(source.bdd.into_iter().map(Into::into).collect::<Vec<BddNode>>());
+
+        Adf::from((
+            source.ordering.into(),
+            bdd,
+            source
+                .ac
+                .into_iter()
+                .map(|t| Term(t.parse().unwrap()))
+                .collect(),
+        ))
+    }
+}
+
+// use the above example as input
+let input = "s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,or(a,b)).ac(c,neg(b)).ac(d,d).";
+let parser = AdfParser::default();
+parser.parse()(&input).unwrap();
+
+// create Adf
+let adf = Adf::from_parser(&parser);
+
+// cast into custom struct
+let my_custom_adf: MyCustomAdf = adf.into();
+
+// stringify to json
+let json: String = serde_json::to_string(&my_custom_adf).unwrap();
+
+// parse json
+let parsed_custom_adf: MyCustomAdf = serde_json::from_str(&json).unwrap();
+
+// cast into lib struct that resembles the original Adf
+let parsed_adf: Adf = parsed_custom_adf.into();
+
+# let my_custom_adf2: MyCustomAdf = parsed_adf.into();
+# assert_eq!(my_custom_adf, my_custom_adf2);
+```
+
+*/
+#![deny(
+    missing_debug_implementations,
+    missing_copy_implementations,
+    trivial_casts,
+    trivial_numeric_casts,
+    unsafe_code
+)]
+#![warn(
+    missing_docs,
+    unused_import_braces,
+    unused_qualifications,
+    unused_extern_crates,
+    variant_size_differences
+)]
+
+pub mod adf;
+pub mod adfbiodivine;
+pub mod datatypes;
+pub mod nogoods;
+pub mod obdd;
+pub mod parser;
+#[cfg(test)]
+mod test;

lib/src/nogoods.rs

@@ -0,0 +1,812 @@
+//! Collection of all nogood-related structures.
+
+use std::{
+    fmt::{Debug, Display},
+    ops::{BitAnd, BitOr, BitXor, BitXorAssign},
+};
+
+use crate::datatypes::Term;
+use roaring::RoaringBitmap;
+
+/// A [NoGood] and an [Interpretation] can be represented by the same structure.
+/// Moreover this duality (i.e. an [Interpretation] becomes a [NoGood] is reflected by this type alias.
+pub type Interpretation = NoGood;
+
+/// Representation of a nogood by a pair of [Bitmaps][RoaringBitmap]
+#[derive(Debug, Default, Clone)]
+pub struct NoGood {
+    active: RoaringBitmap,
+    value: RoaringBitmap,
+}
+
+impl Eq for NoGood {}
+impl PartialEq for NoGood {
+    fn eq(&self, other: &Self) -> bool {
+        (&self.active).bitxor(&other.active).is_empty()
+            && (&self.value).bitxor(&other.value).is_empty()
+    }
+}
+
+impl NoGood {
+    /// Creates an [Interpretation] from a given Vector of [Terms][Term].
+    pub fn from_term_vec(term_vec: &[Term]) -> Interpretation {
+        let mut result = Self::default();
+        term_vec.iter().enumerate().for_each(|(idx, val)| {
+	    let idx:u32 = idx.try_into().expect("no-good learner implementation is based on the assumption that only u32::MAX-many variables are in place");
+            if val.is_truth_value() {
+                result.active.insert(idx);
+                if val.is_true() {
+                    result.value.insert(idx);
+                }
+            }
+        });
+        result
+    }
+
+    /// Creates a [NoGood] representing an atomic assignment.
+    pub fn new_single_nogood(pos: usize, val: bool) -> NoGood {
+        let mut result = Self::default();
+        let pos:u32 = pos.try_into().expect("nog-good learner implementation is based on the assumption that only u32::MAX-many variables are in place");
+        result.active.insert(pos);
+        if val {
+            result.value.insert(pos);
+        }
+        result
+    }
+
+    /// Returns [None] if the pair contains inconsistent pairs.
+    /// Otherwise it returns an [Interpretation] which represents the set values.
+    pub fn try_from_pair_iter(
+        pair_iter: &mut impl Iterator<Item = (usize, bool)>,
+    ) -> Option<Interpretation> {
+        let mut result = Self::default();
+        let mut visit = false;
+        for (idx, val) in pair_iter {
+            visit = true;
+            let idx:u32 = idx.try_into().expect("no-good learner implementation is based on the assumption that only u32::MAX-many variables are in place");
+            let is_new = result.active.insert(idx);
+            let upd = if val {
+                result.value.insert(idx)
+            } else {
+                result.value.remove(idx)
+            };
+            // if the state is not new and the value is changed
+            if !is_new && upd {
+                return None;
+            }
+        }
+        visit.then_some(result)
+    }
+
+    /// Creates an updated [`Vec<Term>`], based on the given [&[Term]] and the [NoGood].
+    /// The parameter _update_ is set to [`true`] if there has been an update and to [`false`] otherwise
+    pub fn update_term_vec(&self, term_vec: &[Term], update: &mut bool) -> Vec<Term> {
+        *update = false;
+        term_vec
+            .iter()
+            .enumerate()
+            .map(|(idx, val)| {
+                let idx: u32 = idx.try_into().expect(
+                    "no-good learner implementation is based on the assumption \
+                     that only u32::MAX-many variables are in place",
+                );
+                if self.active.contains(idx) {
+                    if !val.is_truth_value() {
+                        *update = true;
+                    }
+                    if self.value.contains(idx) {
+                        Term::TOP
+                    } else {
+                        Term::BOT
+                    }
+                } else {
+                    *val
+                }
+            })
+            .collect()
+    }
+
+    /// Given a [NoGood] and another one, conclude a non-conflicting value which can be concluded on basis of the given one.
+    pub fn conclude(&self, other: &NoGood) -> Option<(usize, bool)> {
+        log::debug!("conclude: {:?} other {:?}", self, other);
+        let implication = (&self.active).bitxor(&other.active).bitand(&self.active);
+
+        let bothactive = (&self.active).bitand(&other.active);
+        let mut no_matches = (&bothactive).bitand(&other.value);
+        no_matches.bitxor_assign(bothactive.bitand(&self.value));
+
+        if implication.len() == 1 && no_matches.is_empty() {
+            let pos = implication
+                .min()
+                .expect("just checked that there is one element to be found");
+            log::trace!(
+                "Conclude {:?}",
+                Some((pos as usize, !self.value.contains(pos)))
+            );
+            Some((pos as usize, !self.value.contains(pos)))
+        } else {
+            log::trace!("Nothing to Conclude");
+            None
+        }
+    }
+
+    /// Updates the [NoGood] and a second one in a disjunctive (bitor) manner.
+    pub fn disjunction(&mut self, other: &NoGood) {
+        self.active = (&self.active).bitor(&other.active);
+        self.value = (&self.value).bitor(&other.value);
+    }
+
+    /// Returns [true] if the other [Interpretation] matches with all the assignments of the current [NoGood].
+    pub fn is_violating(&self, other: &Interpretation) -> bool {
+        let active = (&self.active).bitand(&other.active);
+        if self.active.len() == active.len() {
+            let lhs = (&active).bitand(&self.value);
+            let rhs = (&active).bitand(&other.value);
+            if lhs.bitxor(rhs).is_empty() {
+                return true;
+            }
+        }
+        false
+    }
+
+    /// Returns the number of set (i.e. active) bits.
+    pub fn len(&self) -> usize {
+        self.active
+            .len()
+            .try_into()
+            .expect("expecting to be on a 64 bit system")
+    }
+
+    #[must_use]
+    /// Returns [true] if the [NoGood] does not set any value.
+    pub fn is_empty(&self) -> bool {
+        self.len() == 0
+    }
+}
+
+impl From<&[Term]> for NoGood {
+    fn from(term_vec: &[Term]) -> Self {
+        Self::from_term_vec(term_vec)
+    }
+}
+
+/// A structure to store [NoGoods][NoGood] and offer operations and deductions based on them.
+#[derive(Debug)]
+pub struct NoGoodStore {
+    store: Vec<Vec<NoGood>>,
+    duplicates: DuplicateElemination,
+}
+
+impl Display for NoGoodStore {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        writeln!(f, "NoGoodStats: [")?;
+        for (arity, vec) in self.store.iter().enumerate() {
+            writeln!(f, "{arity}: {}", vec.len())?;
+            log::debug!("Nogoods:\n {:?}", vec);
+        }
+        write!(f, "]")
+    }
+}
+
+impl NoGoodStore {
+    /// Creates a new [NoGoodStore] and assumes a size compatible with the underlying [NoGood] implementation.
+    pub fn new(size: u32) -> NoGoodStore {
+        Self {
+            store: vec![Vec::new(); size as usize],
+            duplicates: DuplicateElemination::Equiv,
+        }
+    }
+
+    /// Tries to create a new [NoGoodStore].
+    /// Does not succeed if the size is too big for the underlying [NoGood] implementation.
+    pub fn try_new(size: usize) -> Option<NoGoodStore> {
+        Some(Self::new(size.try_into().ok()?))
+    }
+
+    /// Sets the behaviour when managing duplicates.
+    pub fn set_dup_elem(&mut self, mode: DuplicateElemination) {
+        self.duplicates = mode;
+    }
+
+    /// Adds a given [NoGood]
+    pub fn add_ng(&mut self, nogood: NoGood) {
+        let mut idx = nogood.len();
+        if idx > 0 {
+            idx -= 1;
+            if match self.duplicates {
+                DuplicateElemination::None => true,
+                DuplicateElemination::Equiv => !self.store[idx].contains(&nogood),
+                DuplicateElemination::Subsume => {
+                    self.store
+                        .iter_mut()
+                        .enumerate()
+                        .for_each(|(cur_idx, ng_vec)| {
+                            if idx >= cur_idx {
+                                ng_vec.retain(|ng| !ng.is_violating(&nogood));
+                            }
+                        });
+                    true
+                }
+            } {
+                self.store[idx].push(nogood);
+            }
+        }
+    }
+
+    /// Draws a (Conclusion)[NoGood], based on the [NoGoodStore] and the given [NoGood].
+    /// *Returns* [None] if there is a conflict
+    pub fn conclusions(&self, nogood: &NoGood) -> Option<NoGood> {
+        let mut result = nogood.clone();
+        log::trace!("ng-store: {:?}", self.store);
+        self.store
+            .iter()
+            .enumerate()
+            .filter(|(len, _vec)| *len <= nogood.len())
+            .filter_map(|(_len, val)| {
+                NoGood::try_from_pair_iter(&mut val.iter().filter_map(|ng| ng.conclude(nogood)))
+            })
+            .try_fold(&mut result, |acc, ng| {
+                if ng.is_violating(acc) {
+                    log::trace!("ng conclusion violating");
+                    None
+                } else {
+                    acc.disjunction(&ng);
+                    Some(acc)
+                }
+            })?;
+        if self
+            .store
+            .iter()
+            .enumerate()
+            .filter(|(len, _vec)| *len <= nogood.len())
+            .any(|(_, vec)| {
+                vec.iter()
+                    .any(|elem| elem.is_violating(&result) || elem.is_violating(nogood))
+            })
+        {
+            return None;
+        }
+        Some(result)
+    }
+
+    /// Constructs the Closure of the conclusions drawn by the nogoods with respect to the given `interpretation`
+    pub(crate) fn conclusion_closure(&self, interpretation: &[Term]) -> ClosureResult {
+        let mut update = true;
+        let mut result = match self.conclusions(&interpretation.into()) {
+            Some(val) => {
+                log::trace!(
+                    "conclusion-closure step 1: val:{:?} -> {:?}",
+                    val,
+                    val.update_term_vec(interpretation, &mut update)
+                );
+                val.update_term_vec(interpretation, &mut update)
+            }
+
+            None => return ClosureResult::Inconsistent,
+        };
+        if !update {
+            return ClosureResult::NoUpdate;
+        }
+        while update {
+            match self.conclusions(&result.as_slice().into()) {
+                Some(val) => result = val.update_term_vec(&result, &mut update),
+                None => return ClosureResult::Inconsistent,
+            }
+        }
+        ClosureResult::Update(result)
+    }
+}
+
+/// Allows to define how costly the DuplicateElemination is done.
+#[derive(Debug, Copy, Clone)]
+pub enum DuplicateElemination {
+    /// No Duplicate Detection
+    None,
+    /// Only check weak equivalence
+    Equiv,
+    /// Check for subsumptions
+    Subsume,
+}
+
+/// If the closure had some issues, it is represented with this enum
+#[derive(Debug, PartialEq, Eq)]
+pub(crate) enum ClosureResult {
+    Update(Vec<Term>),
+    NoUpdate,
+    Inconsistent,
+}
+
+impl ClosureResult {
+    /// Dead_code due to (currently) unused utility function for the [ClosureResult] enum.
+    #[allow(dead_code)]
+    pub fn is_update(&self) -> bool {
+        matches!(self, Self::Update(_))
+    }
+    /// Dead_code due to (currently) unused utility function for the [ClosureResult] enum.
+    #[allow(dead_code)]
+    pub fn is_no_update(&self) -> bool {
+        matches!(self, Self::NoUpdate)
+    }
+    /// Dead_code due to (currently) unused utility function for the [ClosureResult] enum.
+    #[allow(dead_code)]
+    pub fn is_inconsistent(&self) -> bool {
+        matches!(self, Self::Inconsistent)
+    }
+}
+
+impl TryInto<Vec<Term>> for ClosureResult {
+    type Error = &'static str;
+
+    fn try_into(self) -> Result<Vec<Term>, Self::Error> {
+        match self {
+            ClosureResult::Update(val) => Ok(val),
+            ClosureResult::NoUpdate => Err("No update occurred, use the old value instead"),
+            ClosureResult::Inconsistent => Err("Inconsistency occurred"),
+        }
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use super::*;
+    use test_log::test;
+
+    #[test]
+    fn create_ng() {
+        let terms = vec![Term::TOP, Term(22), Term(13232), Term::BOT, Term::TOP];
+        let ng = NoGood::from_term_vec(&terms);
+
+        assert_eq!(ng.active.len(), 3);
+        assert_eq!(ng.value.len(), 2);
+        assert!(ng.active.contains(0));
+        assert!(!ng.active.contains(1));
+        assert!(!ng.active.contains(2));
+        assert!(ng.active.contains(3));
+        assert!(ng.active.contains(4));
+
+        assert!(ng.value.contains(0));
+        assert!(!ng.value.contains(1));
+        assert!(!ng.value.contains(2));
+        assert!(!ng.value.contains(3));
+        assert!(ng.value.contains(4));
+    }
+
+    #[test]
+    fn conclude() {
+        let ng1 = NoGood::from_term_vec(&[Term::TOP, Term(22), Term::TOP, Term::BOT, Term::TOP]);
+        let ng2 = NoGood::from_term_vec(&[Term::TOP, Term(22), Term(13232), Term::BOT, Term::TOP]);
+        let ng3 = NoGood::from_term_vec(&[
+            Term::TOP,
+            Term(22),
+            Term(13232),
+            Term::BOT,
+            Term::TOP,
+            Term::BOT,
+        ]);
+
+        assert_eq!(ng1.conclude(&ng2), Some((2, false)));
+        assert_eq!(ng1.conclude(&ng1), None);
+        assert_eq!(ng2.conclude(&ng1), None);
+        assert_eq!(ng1.conclude(&ng3), Some((2, false)));
+        assert_eq!(ng3.conclude(&ng1), Some((5, true)));
+        assert_eq!(ng3.conclude(&ng2), Some((5, true)));
+
+        // conclusions on empty knowledge
+        let ng4 = NoGood::from_term_vec(&[Term::TOP]);
+        let ng5 = NoGood::from_term_vec(&[Term::BOT]);
+        let ng6 = NoGood::from_term_vec(&[]);
+
+        assert_eq!(ng4.conclude(&ng6), Some((0, false)));
+        assert_eq!(ng5.conclude(&ng6), Some((0, true)));
+        assert_eq!(ng6.conclude(&ng5), None);
+        assert_eq!(ng4.conclude(&ng5), None);
+
+        let ng_a = NoGood::from_term_vec(&[Term::BOT, Term(22)]);
+        let ng_b = NoGood::from_term_vec(&[Term(22), Term::TOP]);
+
+        assert_eq!(ng_a.conclude(&ng_b), Some((0, true)));
+    }
+
+    #[test]
+    fn violate() {
+        let ng1 = NoGood::from_term_vec(&[Term::TOP, Term(22), Term::TOP, Term::BOT, Term::TOP]);
+        let ng2 = NoGood::from_term_vec(&[Term::TOP, Term(22), Term(13232), Term::BOT, Term::TOP]);
+        let ng3 = NoGood::from_term_vec(&[
+            Term::TOP,
+            Term(22),
+            Term(13232),
+            Term::BOT,
+            Term::TOP,
+            Term::BOT,
+        ]);
+        let ng4 = NoGood::from_term_vec(&[Term::TOP]);
+
+        assert!(ng4.is_violating(&ng1));
+        assert!(!ng1.is_violating(&ng4));
+        assert!(ng2.is_violating(&ng3));
+        assert!(!ng3.is_violating(&ng2));
+
+        assert_eq!(ng4, NoGood::new_single_nogood(0, true));
+    }
+
+    #[test]
+    fn add_ng() {
+        let mut ngs = NoGoodStore::new(5);
+        let ng1 = NoGood::from_term_vec(&[Term::TOP]);
+        let ng2 = NoGood::from_term_vec(&[Term(22), Term::TOP]);
+        let ng3 = NoGood::from_term_vec(&[Term(22), Term(22), Term::TOP]);
+        let ng4 = NoGood::from_term_vec(&[Term(22), Term(22), Term(22), Term::TOP]);
+        let ng5 = NoGood::from_term_vec(&[Term::BOT]);
+
+        assert!(!ng1.is_violating(&ng5));
+        assert!(ng1.is_violating(&ng1));
+
+        ngs.add_ng(ng1.clone());
+        ngs.add_ng(ng2.clone());
+        ngs.add_ng(ng3.clone());
+        ngs.add_ng(ng4.clone());
+        ngs.add_ng(ng5.clone());
+
+        assert_eq!(
+            ngs.store
+                .iter()
+                .fold(0, |acc, ng_vec| { acc + ng_vec.len() }),
+            5
+        );
+
+        ngs.set_dup_elem(DuplicateElemination::Equiv);
+
+        ngs.add_ng(ng1.clone());
+        ngs.add_ng(ng2.clone());
+        ngs.add_ng(ng3.clone());
+        ngs.add_ng(ng4.clone());
+        ngs.add_ng(ng5.clone());
+
+        assert_eq!(
+            ngs.store
+                .iter()
+                .fold(0, |acc, ng_vec| { acc + ng_vec.len() }),
+            5
+        );
+        ngs.set_dup_elem(DuplicateElemination::Subsume);
+        ngs.add_ng(ng1);
+        ngs.add_ng(ng2);
+        ngs.add_ng(ng3);
+        ngs.add_ng(ng4);
+        ngs.add_ng(ng5);
+
+        assert_eq!(
+            ngs.store
+                .iter()
+                .fold(0, |acc, ng_vec| { acc + ng_vec.len() }),
+            5
+        );
+
+        ngs.add_ng(NoGood::from_term_vec(&[Term(22), Term::BOT, Term(22)]));
+
+        assert_eq!(
+            ngs.store
+                .iter()
+                .fold(0, |acc, ng_vec| { acc + ng_vec.len() }),
+            6
+        );
+
+        ngs.add_ng(NoGood::from_term_vec(&[Term(22), Term::BOT, Term::BOT]));
+
+        assert_eq!(
+            ngs.store
+                .iter()
+                .fold(0, |acc, ng_vec| { acc + ng_vec.len() }),
+            6
+        );
+
+        assert!(NoGood::from_term_vec(&[Term(22), Term::BOT, Term(22)])
+            .is_violating(&NoGood::from_term_vec(&[Term(22), Term::BOT, Term::BOT])));
+    }
+
+    #[test]
+    fn ng_store_conclusions() {
+        let mut ngs = NoGoodStore::new(5);
+
+        let ng1 = NoGood::from_term_vec(&[Term::BOT]);
+
+        ngs.add_ng(ng1.clone());
+        assert_eq!(ng1.conclude(&ng1), None);
+        assert_eq!(
+            ng1.conclude(&NoGood::from_term_vec(&[Term(33)])),
+            Some((0, true))
+        );
+        assert_eq!(ngs.conclusions(&ng1), None);
+        assert_ne!(ngs.conclusions(&NoGood::from_term_vec(&[Term(33)])), None);
+        assert_eq!(
+            ngs.conclusions(&NoGood::from_term_vec(&[Term(33)]))
+                .expect("just checked with prev assertion")
+                .update_term_vec(&[Term(33)], &mut false),
+            vec![Term::TOP]
+        );
+
+        let ng2 = NoGood::from_term_vec(&[Term(123), Term::TOP, Term(234), Term(345)]);
+        let ng3 = NoGood::from_term_vec(&[Term::TOP, Term::BOT, Term::TOP, Term(345)]);
+
+        ngs.add_ng(ng2);
+        ngs.add_ng(ng3);
+
+        log::debug!("issues start here");
+        assert!(ngs
+            .conclusions(&NoGood::from_term_vec(&[Term::TOP]))
+            .is_some());
+        assert_eq!(
+            ngs.conclusions(&[Term::TOP].as_slice().into())
+                .expect("just checked with prev assertion")
+                .update_term_vec(&[Term::TOP, Term(4), Term(5), Term(6), Term(7)], &mut false),
+            vec![Term::TOP, Term::BOT, Term(5), Term(6), Term(7)]
+        );
+        assert!(ngs
+            .conclusions(&NoGood::from_term_vec(&[
+                Term::TOP,
+                Term::BOT,
+                Term(5),
+                Term(6),
+                Term(7)
+            ]))
+            .is_some());
+
+        ngs = NoGoodStore::new(10);
+        ngs.add_ng([Term::BOT].as_slice().into());
+        ngs.add_ng(
+            [Term::TOP, Term::BOT, Term(33), Term::TOP]
+                .as_slice()
+                .into(),
+        );
+        ngs.add_ng(
+            [Term::TOP, Term::BOT, Term(33), Term(33), Term::BOT]
+                .as_slice()
+                .into(),
+        );
+        ngs.add_ng([Term::TOP, Term::TOP].as_slice().into());
+
+        let interpr: Vec<Term> = vec![
+            Term(123),
+            Term(233),
+            Term(345),
+            Term(456),
+            Term(567),
+            Term(678),
+            Term(789),
+            Term(899),
+            Term(999),
+            Term(1000),
+        ];
+        let concl = ngs.conclusions(&interpr.as_slice().into());
+        assert_eq!(concl, Some(NoGood::from_term_vec(&[Term::TOP])));
+        let mut update = false;
+        let new_interpr = concl
+            .expect("just tested in assert")
+            .update_term_vec(&interpr, &mut update);
+        assert_eq!(
+            new_interpr,
+            vec![
+                Term::TOP,
+                Term(233),
+                Term(345),
+                Term(456),
+                Term(567),
+                Term(678),
+                Term(789),
+                Term(899),
+                Term(999),
+                Term(1000)
+            ]
+        );
+        assert!(update);
+
+        let new_int_2 = ngs
+            .conclusions(&new_interpr.as_slice().into())
+            .map(|val| val.update_term_vec(&new_interpr, &mut update))
+            .expect("Should return a value");
+        assert_eq!(
+            new_int_2,
+            vec![
+                Term::TOP,
+                Term::BOT,
+                Term(345),
+                Term(456),
+                Term(567),
+                Term(678),
+                Term(789),
+                Term(899),
+                Term(999),
+                Term(1000)
+            ]
+        );
+        assert!(update);
+
+        let new_int_3 = ngs
+            .conclusions(&new_int_2.as_slice().into())
+            .map(|val| val.update_term_vec(&new_int_2, &mut update))
+            .expect("Should return a value");
+
+        assert_eq!(
+            new_int_3,
+            vec![
+                Term::TOP,
+                Term::BOT,
+                Term(345),
+                Term::BOT,
+                Term::TOP,
+                Term(678),
+                Term(789),
+                Term(899),
+                Term(999),
+                Term(1000)
+            ]
+        );
+        assert!(update);
+
+        let concl4 = ngs.conclusions(&new_int_3.as_slice().into());
+        assert_ne!(concl4, None);
+
+        let new_int_4 = ngs
+            .conclusions(&new_int_3.as_slice().into())
+            .map(|val| val.update_term_vec(&new_int_3, &mut update))
+            .expect("Should return a value");
+
+        assert_eq!(
+            new_int_4,
+            vec![
+                Term::TOP,
+                Term::BOT,
+                Term(345),
+                Term::BOT,
+                Term::TOP,
+                Term(678),
+                Term(789),
+                Term(899),
+                Term(999),
+                Term(1000)
+            ]
+        );
+        assert!(!update);
+
+        // inconsistence
+        let interpr = vec![
+            Term::TOP,
+            Term::TOP,
+            Term::BOT,
+            Term::BOT,
+            Term(111),
+            Term(678),
+            Term(789),
+            Term(899),
+            Term(999),
+            Term(1000),
+        ];
+
+        assert_eq!(ngs.conclusions(&interpr.as_slice().into()), None);
+
+        ngs = NoGoodStore::new(6);
+        ngs.add_ng(
+            [Term(1), Term(1), Term(1), Term(0), Term(0), Term(1)]
+                .as_slice()
+                .into(),
+        );
+        ngs.add_ng(
+            [Term(1), Term(1), Term(8), Term(0), Term(0), Term(11)]
+                .as_slice()
+                .into(),
+        );
+        ngs.add_ng([Term(22), Term(1)].as_slice().into());
+
+        assert_eq!(
+            ngs.conclusions(
+                &[Term(1), Term(3), Term(3), Term(9), Term(0), Term(1)]
+                    .as_slice()
+                    .into(),
+            ),
+            Some(NoGood::from_term_vec(&[
+                Term(1),
+                Term(0),
+                Term(3),
+                Term(9),
+                Term(0),
+                Term(1)
+            ]))
+        );
+    }
+
+    #[test]
+    fn conclusion_closure() {
+        let mut ngs = NoGoodStore::new(10);
+        ngs.add_ng([Term::BOT].as_slice().into());
+        ngs.add_ng(
+            [Term::TOP, Term::BOT, Term(33), Term::TOP]
+                .as_slice()
+                .into(),
+        );
+        ngs.add_ng(
+            [Term::TOP, Term::BOT, Term(33), Term(33), Term::BOT]
+                .as_slice()
+                .into(),
+        );
+        ngs.add_ng([Term::TOP, Term::TOP].as_slice().into());
+
+        let interpr: Vec<Term> = vec![
+            Term(123),
+            Term(233),
+            Term(345),
+            Term(456),
+            Term(567),
+            Term(678),
+            Term(789),
+            Term(899),
+            Term(999),
+            Term(1000),
+        ];
+
+        let result = ngs.conclusion_closure(&interpr);
+        assert!(result.is_update());
+        let resultint: Vec<Term> = result.try_into().expect("just checked conversion");
+        assert_eq!(
+            resultint,
+            vec![
+                Term::TOP,
+                Term::BOT,
+                Term(345),
+                Term::BOT,
+                Term::TOP,
+                Term(678),
+                Term(789),
+                Term(899),
+                Term(999),
+                Term(1000)
+            ]
+        );
+        let result_no_upd = ngs.conclusion_closure(&resultint);
+
+        assert!(result_no_upd.is_no_update());
+        assert_eq!(
+            <ClosureResult as TryInto<Vec<Term>>>::try_into(result_no_upd)
+                .expect_err("just checked that it is an error"),
+            "No update occurred, use the old value instead"
+        );
+
+        let inconsistent_interpr = vec![
+            Term::TOP,
+            Term::TOP,
+            Term::BOT,
+            Term::BOT,
+            Term(111),
+            Term(678),
+            Term(789),
+            Term(899),
+            Term(999),
+            Term(1000),
+        ];
+        let result_inconsistent = ngs.conclusion_closure(&inconsistent_interpr);
+
+        assert!(result_inconsistent.is_inconsistent());
+        assert_eq!(
+            <ClosureResult as TryInto<Vec<Term>>>::try_into(result_inconsistent)
+                .expect_err("just checked that it is an error"),
+            "Inconsistency occurred"
+        );
+
+        ngs = NoGoodStore::new(6);
+        ngs.add_ng(
+            [Term(1), Term(1), Term(1), Term(0), Term(0), Term(1)]
+                .as_slice()
+                .into(),
+        );
+        ngs.add_ng(
+            [Term(1), Term(1), Term(8), Term(0), Term(0), Term(11)]
+                .as_slice()
+                .into(),
+        );
+        ngs.add_ng([Term(22), Term(1)].as_slice().into());
+
+        assert_eq!(
+            ngs.conclusion_closure(&[Term(1), Term(3), Term(3), Term(9), Term(0), Term(1)]),
+            ClosureResult::Update(vec![Term(1), Term(0), Term(3), Term(9), Term(0), Term(1)])
+        );
+    }
+}

lib/src/obdd.rs

@@ -0,0 +1,928 @@
+//! Module which represents obdds.
+//!
+#[cfg(feature = "frontend")]
+pub mod frontend;
+pub mod vectorize;
+use crate::datatypes::*;
+use serde::{Deserialize, Serialize};
+use std::collections::HashSet;
+use std::{cell::RefCell, cmp::min, collections::HashMap, fmt::Display};
+
+/// Contains the data of (possibly) multiple roBDDs, managed over one collection of nodes.
+/// It has a couple of methods to instantiate, update, and query properties on a given roBDD.
+/// Each roBDD is identified by its corresponding [`Term`], which implicitly identifies the root node of a roBDD.
+#[derive(Debug, Serialize, Deserialize)]
+pub struct Bdd {
+    /// The nodes of the [`Bdd`] with their edges
+    pub nodes: Vec<BddNode>,
+    #[cfg(feature = "variablelist")]
+    #[serde(skip)]
+    var_deps: Vec<HashSet<Var>>,
+    #[serde(with = "vectorize")]
+    cache: HashMap<BddNode, Term>,
+    #[serde(skip, default = "Bdd::default_count_cache")]
+    count_cache: RefCell<HashMap<Term, CountNode>>,
+    #[cfg(feature = "frontend")]
+    #[serde(skip)]
+    sender: Option<crossbeam_channel::Sender<BddNode>>,
+    #[cfg(feature = "frontend")]
+    #[serde(skip)]
+    receiver: Option<crossbeam_channel::Receiver<BddNode>>,
+    #[serde(skip)]
+    ite_cache: HashMap<(Term, Term, Term), Term>,
+    #[serde(skip)]
+    restrict_cache: HashMap<(Term, Var, bool), Term>,
+}
+
+impl Display for Bdd {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        writeln!(f, " ")?;
+        for (idx, elem) in self.nodes.iter().enumerate() {
+            writeln!(f, "{} {}", idx, *elem)?;
+        }
+        Ok(())
+    }
+}
+
+impl Default for Bdd {
+    fn default() -> Self {
+        Self::new()
+    }
+}
+
+impl From<Vec<BddNode>> for Bdd {
+    fn from(nodes: Vec<BddNode>) -> Self {
+        let mut bdd = Self::new();
+
+        for node in nodes {
+            bdd.node(node.var(), node.lo(), node.hi());
+        }
+
+        bdd
+    }
+}
+
+impl Bdd {
+    /// Instantiate a new roBDD structure.
+    /// Constants for the [`⊤`][crate::datatypes::Term::TOP] and [`⊥`][crate::datatypes::Term::BOT] concepts are prepared in that step too.
+    pub fn new() -> Self {
+        #[cfg(not(feature = "adhoccounting"))]
+        {
+            Self {
+                nodes: vec![BddNode::bot_node(), BddNode::top_node()],
+                #[cfg(feature = "variablelist")]
+                var_deps: vec![HashSet::new(), HashSet::new()],
+                cache: HashMap::new(),
+                count_cache: RefCell::new(HashMap::new()),
+                #[cfg(feature = "frontend")]
+                sender: None,
+                #[cfg(feature = "frontend")]
+                receiver: None,
+                ite_cache: HashMap::new(),
+                restrict_cache: HashMap::new(),
+            }
+        }
+        #[cfg(feature = "adhoccounting")]
+        {
+            let result = Self {
+                nodes: vec![BddNode::bot_node(), BddNode::top_node()],
+                #[cfg(feature = "variablelist")]
+                var_deps: vec![HashSet::new(), HashSet::new()],
+                cache: HashMap::new(),
+                count_cache: RefCell::new(HashMap::new()),
+                #[cfg(feature = "frontend")]
+                sender: None,
+                #[cfg(feature = "frontend")]
+                receiver: None,
+                ite_cache: HashMap::new(),
+                restrict_cache: HashMap::new(),
+            };
+            result
+                .count_cache
+                .borrow_mut()
+                .insert(Term::TOP, (ModelCounts::top(), ModelCounts::top(), 0));
+            result
+                .count_cache
+                .borrow_mut()
+                .insert(Term::BOT, (ModelCounts::bot(), ModelCounts::bot(), 0));
+            result
+        }
+    }
+
+    fn default_count_cache() -> RefCell<HashMap<Term, CountNode>> {
+        RefCell::new(HashMap::new())
+    }
+
+    /// Instantiates a [variable][crate::datatypes::Var] and returns the representing roBDD as a [`Term`][crate::datatypes::Term].
+    pub fn variable(&mut self, var: Var) -> Term {
+        self.node(var, Term::BOT, Term::TOP)
+    }
+
+    /// Instantiates a constant, which is either [true] or [false].
+    pub fn constant(val: bool) -> Term {
+        if val {
+            Term::TOP
+        } else {
+            Term::BOT
+        }
+    }
+
+    /// Returns an roBDD, which represents the negation of the given roBDD.
+    pub fn not(&mut self, term: Term) -> Term {
+        self.if_then_else(term, Term::BOT, Term::TOP)
+    }
+
+    /// Returns an roBDD, which represents the conjunction of the two given roBDDs.
+    pub fn and(&mut self, term_a: Term, term_b: Term) -> Term {
+        self.if_then_else(term_a, term_b, Term::BOT)
+    }
+
+    /// Returns an roBDD, which represents the disjunction of the two given roBDDs.
+    pub fn or(&mut self, term_a: Term, term_b: Term) -> Term {
+        self.if_then_else(term_a, Term::TOP, term_b)
+    }
+
+    /// Returns an roBDD, which represents the implication of the two given roBDDs.
+    pub fn imp(&mut self, term_a: Term, term_b: Term) -> Term {
+        self.if_then_else(term_a, term_b, Term::TOP)
+    }
+
+    /// Returns an roBDD, which represents the if and only if relation  of the two given roBDDs.
+    pub fn iff(&mut self, term_a: Term, term_b: Term) -> Term {
+        let not_b = self.not(term_b);
+        self.if_then_else(term_a, term_b, not_b)
+    }
+
+    /// Returns an roBDD, which represents the exclusive disjunction of the two given roBDDs.
+    pub fn xor(&mut self, term_a: Term, term_b: Term) -> Term {
+        let not_b = self.not(term_b);
+        self.if_then_else(term_a, not_b, term_b)
+    }
+
+    /// Computes the interpretations represented in the roBDD, which are either models or counter-models.
+    /// **goal_var** is the [variable][Var] to which the roBDD is related to and it is ensured that the goal is consistent with the respective interpretation.
+    /// **goal** is a boolean [variable][Var], which defines whether the models or counter-models are of interest.
+    pub fn interpretations(
+        &self,
+        tree: Term,
+        goal: bool,
+        goal_var: Var,
+        negative: &[Var],
+        positive: &[Var],
+    ) -> Vec<(Vec<Var>, Vec<Var>)> {
+        let mut result = Vec::new();
+        let node = self.nodes[tree.value()];
+        let var = node.var();
+        if tree.is_truth_value() {
+            return Vec::new();
+        }
+        // if the current var is the goal var, then only work with the hi-node if the goal is true
+        if (goal_var != var) || goal {
+            if node.hi().is_truth_value() {
+                if node.hi().is_true() == goal {
+                    result.push((negative.to_vec(), [positive, &[var]].concat()));
+                }
+            } else {
+                result.append(&mut self.interpretations(
+                    node.hi(),
+                    goal,
+                    goal_var,
+                    negative,
+                    &[positive, &[var]].concat(),
+                ));
+            }
+        }
+        // if the current var is the goal var, then only work with the lo-node if the goal is false
+        if (goal_var != var) || !goal {
+            if node.lo().is_truth_value() {
+                if node.lo().is_true() == goal {
+                    result.push(([negative, &[var]].concat(), positive.to_vec()));
+                }
+            } else {
+                result.append(&mut self.interpretations(
+                    node.lo(),
+                    goal,
+                    goal_var,
+                    &[negative, &[var]].concat(),
+                    positive,
+                ));
+            }
+        }
+        result
+    }
+
+    /// Restrict the value of a given [variable][crate::datatypes::Var] to **val**.
+    pub fn restrict(&mut self, tree: Term, var: Var, val: bool) -> Term {
+        if let Some(result) = self.restrict_cache.get(&(tree, var, val)) {
+            *result
+        } else {
+            let node = self.nodes[tree.0];
+            #[cfg(feature = "variablelist")]
+            {
+                if !self.var_deps[tree.value()].contains(&var) {
+                    return tree;
+                }
+            }
+            #[allow(clippy::collapsible_else_if)]
+            // Readability of algorithm > code-elegance
+            if node.var() > var || node.var() >= Var::BOT {
+                tree
+            } else if node.var() < var {
+                let lonode = self.restrict(node.lo(), var, val);
+                let hinode = self.restrict(node.hi(), var, val);
+                let result = self.node(node.var(), lonode, hinode);
+                self.restrict_cache.insert((tree, var, val), result);
+                result
+            } else {
+                if val {
+                    let result = self.restrict(node.hi(), var, val);
+                    self.restrict_cache.insert((tree, var, val), result);
+                    result
+                } else {
+                    let result = self.restrict(node.lo(), var, val);
+                    self.restrict_cache.insert((tree, var, val), result);
+                    result
+                }
+            }
+        }
+    }
+
+    /// Creates an roBDD, based on the relation of three roBDDs, which are in an `if-then-else` relation.
+    fn if_then_else(&mut self, i: Term, t: Term, e: Term) -> Term {
+        if i == Term::TOP {
+            t
+        } else if i == Term::BOT {
+            e
+        } else if t == e {
+            t
+        } else if t == Term::TOP && e == Term::BOT {
+            i
+        } else if let Some(result) = self.ite_cache.get(&(i, t, e)) {
+            *result
+        } else {
+            log::trace!("if_then_else: i {i} t {t} e {e} not found");
+            let minvar = Var(min(
+                self.nodes[i.value()].var().value(),
+                min(
+                    self.nodes[t.value()].var().value(),
+                    self.nodes[e.value()].var().value(),
+                ),
+            ));
+            let itop = self.restrict(i, minvar, true);
+            let ttop = self.restrict(t, minvar, true);
+            let etop = self.restrict(e, minvar, true);
+            let ibot = self.restrict(i, minvar, false);
+            let tbot = self.restrict(t, minvar, false);
+            let ebot = self.restrict(e, minvar, false);
+
+            let top_ite = self.if_then_else(itop, ttop, etop);
+            let bot_ite = self.if_then_else(ibot, tbot, ebot);
+            let result = self.node(minvar, bot_ite, top_ite);
+            self.ite_cache.insert((i, t, e), result);
+            result
+        }
+    }
+
+    /// Creates a new node in the roBDD.
+    /// It will not create duplicate nodes and uses already existing nodes, if applicable.
+    pub fn node(&mut self, var: Var, lo: Term, hi: Term) -> Term {
+        if lo == hi {
+            lo
+        } else {
+            let node = BddNode::new(var, lo, hi);
+            match self.cache.get(&node) {
+                Some(t) => *t,
+                None => {
+                    let new_term = Term(self.nodes.len());
+                    self.nodes.push(node);
+                    self.cache.insert(node, new_term);
+                    #[cfg(feature = "frontend")]
+                    if let Some(send) = &self.sender {
+                        match send.send(node) {
+                            Ok(_) => log::trace!("Sent {node} to the channel."),
+                            Err(e) => {
+                                log::error!("Error {e} occurred when sending {node} to {:?}", send)
+                            }
+                        }
+                    }
+                    #[cfg(feature = "variablelist")]
+                    {
+                        let mut var_set: HashSet<Var> = self.var_deps[lo.value()]
+                            .union(&self.var_deps[hi.value()])
+                            .copied()
+                            .collect();
+                        var_set.insert(var);
+                        self.var_deps.push(var_set);
+                    }
+                    log::trace!("newterm: {} as {:?}", new_term, node);
+                    #[cfg(feature = "adhoccounting")]
+                    {
+                        let mut count_cache = self.count_cache.borrow_mut();
+                        let (lo_counts, lo_paths, lodepth) =
+                            *count_cache.get(&lo).expect("Cache corrupted");
+                        let (hi_counts, hi_paths, hidepth) =
+                            *count_cache.get(&hi).expect("Cache corrupted");
+                        log::debug!(
+                            "lo (cm: {}, mo: {}, p-: {}, p+: {}, dp: {})",
+                            lo_counts.cmodels,
+                            lo_counts.models,
+                            lo_paths.cmodels,
+                            lo_paths.models,
+                            lodepth
+                        );
+                        log::debug!(
+                            "hi (cm: {}, mo: {}, p-: {}, p+: {}, dp: {})",
+                            hi_counts.cmodels,
+                            hi_counts.models,
+                            hi_paths.cmodels,
+                            hi_paths.models,
+                            hidepth
+                        );
+                        #[cfg(feature = "adhoccountmodels")]
+                        let (lo_exp, hi_exp) = if lodepth > hidepth {
+                            (1, 2usize.pow((lodepth - hidepth) as u32))
+                        } else {
+                            (2usize.pow((hidepth - lodepth) as u32), 1)
+                        };
+                        #[cfg(not(feature = "adhoccountmodels"))]
+                        let (lo_exp, hi_exp) = (0, 0);
+                        log::debug!("lo_exp {}, hi_exp {}", lo_exp, hi_exp);
+                        count_cache.insert(
+                            new_term,
+                            (
+                                (
+                                    lo_counts.cmodels * lo_exp + hi_counts.cmodels * hi_exp,
+                                    lo_counts.models * lo_exp + hi_counts.models * hi_exp,
+                                )
+                                    .into(),
+                                (
+                                    lo_paths.cmodels + hi_paths.cmodels,
+                                    lo_paths.models + hi_paths.models,
+                                )
+                                    .into(),
+                                std::cmp::max(lodepth, hidepth) + 1,
+                            ),
+                        );
+                    }
+                    new_term
+                }
+            }
+        }
+    }
+
+    /// Computes the number of counter-models and models for a given roBDD.
+    ///
+    /// Use the flag `_memoization` to choose between using the memoization approach or not. (This flag does nothing, if the feature `adhoccounting` is used)
+    pub fn models(&self, term: Term, _memoization: bool) -> ModelCounts {
+        #[cfg(feature = "adhoccountmodels")]
+        {
+            return self.count_cache.borrow().get(&term).expect("The term should be originating from this bdd, otherwise the result would be inconsistent anyways").0;
+        }
+        #[cfg(not(feature = "adhoccountmodels"))]
+        if _memoization {
+            self.modelcount_memoization(term).0
+        } else {
+            self.modelcount_naive(term).0
+        }
+    }
+
+    /// Computes the number of paths, which lead to ⊥ respectively ⊤.
+    ///
+    /// Use the flag `_memoization` to choose between using the memoization approach or not. (This flag does nothing, if the feature `adhoccounting` is used)
+    pub fn paths(&self, term: Term, _memoization: bool) -> ModelCounts {
+        #[cfg(feature = "adhoccounting")]
+        {
+            return self.count_cache.borrow().get(&term).expect("The term should be originating from this bdd, otherwise the result would be inconsistent anyways").1;
+        }
+        #[cfg(not(feature = "adhoccounting"))]
+        if _memoization {
+            self.modelcount_memoization(term).1
+        } else {
+            self.modelcount_naive(term).1
+        }
+    }
+
+    /// Computes the maximal depth of the given sub-diagram.
+    ///
+    /// Intuitively this will compute the longest possible path from **term** to a leaf-node (i.e., ⊥ or ⊤).
+    #[allow(dead_code)] // max depth may be used in future heuristics
+    pub fn max_depth(&self, term: Term) -> usize {
+        #[cfg(feature = "adhoccounting")]
+        {
+            return self.count_cache.borrow().get(&term).expect("The term should be originating from this bdd, otherwise the result would be inconsistent anyways").2;
+        }
+        #[cfg(not(feature = "adhoccounting"))]
+        match self.count_cache.borrow().get(&term) {
+            Some((_mc, _pc, depth)) => *depth,
+            None => {
+                if term.is_truth_value() {
+                    0
+                } else {
+                    self.max_depth(self.nodes[term.0].hi())
+                        .max(self.max_depth(self.nodes[term.0].lo()))
+                }
+            }
+        }
+    }
+
+    #[allow(dead_code)] // dead code due to more efficient ad-hoc building, still used for a couple of tests
+    /// Computes the number of counter-models, models, and variables for a given roBDD
+    fn modelcount_naive(&self, term: Term) -> CountNode {
+        if term == Term::TOP {
+            (ModelCounts::top(), ModelCounts::top(), 0)
+        } else if term == Term::BOT {
+            (ModelCounts::bot(), ModelCounts::bot(), 0)
+        } else {
+            let node = &self.nodes[term.0];
+            let mut lo_exp = 0u32;
+            let mut hi_exp = 0u32;
+            let (lo_counts, lo_paths, lodepth) = self.modelcount_naive(node.lo());
+            let (hi_counts, hi_paths, hidepth) = self.modelcount_naive(node.hi());
+            if lodepth > hidepth {
+                hi_exp = (lodepth - hidepth) as u32;
+            } else {
+                lo_exp = (hidepth - lodepth) as u32;
+            }
+            (
+                (
+                    lo_counts.cmodels * 2usize.pow(lo_exp) + hi_counts.cmodels * 2usize.pow(hi_exp),
+                    lo_counts.models * 2usize.pow(lo_exp) + hi_counts.models * 2usize.pow(hi_exp),
+                )
+                    .into(),
+                (
+                    lo_paths.cmodels + hi_paths.cmodels,
+                    lo_paths.models + hi_paths.models,
+                )
+                    .into(),
+                std::cmp::max(lodepth, hidepth) + 1,
+            )
+        }
+    }
+
+    fn modelcount_memoization(&self, term: Term) -> CountNode {
+        if term == Term::TOP {
+            (ModelCounts::top(), ModelCounts::top(), 0)
+        } else if term == Term::BOT {
+            (ModelCounts::bot(), ModelCounts::bot(), 0)
+        } else {
+            if let Some(result) = self.count_cache.borrow().get(&term) {
+                return *result;
+            }
+            let result = {
+                let node = &self.nodes[term.0];
+                let mut lo_exp = 0u32;
+                let mut hi_exp = 0u32;
+                let (lo_counts, lo_paths, lodepth) = self.modelcount_memoization(node.lo());
+                let (hi_counts, hi_paths, hidepth) = self.modelcount_memoization(node.hi());
+                if lodepth > hidepth {
+                    hi_exp = (lodepth - hidepth) as u32;
+                } else {
+                    lo_exp = (hidepth - lodepth) as u32;
+                }
+                (
+                    (
+                        lo_counts.cmodels * 2usize.pow(lo_exp)
+                            + hi_counts.cmodels * 2usize.pow(hi_exp),
+                        lo_counts.models * 2usize.pow(lo_exp)
+                            + hi_counts.models * 2usize.pow(hi_exp),
+                    )
+                        .into(),
+                    (
+                        lo_paths.cmodels + hi_paths.cmodels,
+                        lo_paths.models + hi_paths.models,
+                    )
+                        .into(),
+                    std::cmp::max(lodepth, hidepth) + 1,
+                )
+            };
+            self.count_cache.borrow_mut().insert(term, result);
+            result
+        }
+    }
+
+    /// Repairs the internal structures after an import.
+    pub fn fix_import(&mut self) {
+        self.generate_var_dependencies();
+        #[cfg(feature = "adhoccounting")]
+        {
+            self.count_cache
+                .borrow_mut()
+                .insert(Term::TOP, (ModelCounts::top(), ModelCounts::top(), 0));
+            self.count_cache
+                .borrow_mut()
+                .insert(Term::BOT, (ModelCounts::bot(), ModelCounts::bot(), 0));
+            for i in 0..self.nodes.len() {
+                log::debug!("fixing Term({})", i);
+                self.modelcount_memoization(Term(i));
+            }
+        }
+    }
+
+    fn generate_var_dependencies(&mut self) {
+        #[cfg(feature = "variablelist")]
+        self.nodes.iter().for_each(|node| {
+            if node.var() >= Var::BOT {
+                self.var_deps.push(HashSet::new());
+            } else {
+                let mut var_set: HashSet<Var> = self.var_deps[node.lo().value()]
+                    .union(&self.var_deps[node.hi().value()])
+                    .copied()
+                    .collect();
+                var_set.insert(node.var());
+                self.var_deps.push(var_set);
+            }
+        });
+    }
+
+    /// Returns a [HashSet] of [variables][crate::datatypes::Var], which occur in a given roBDD.
+    pub fn var_dependencies(&self, tree: Term) -> HashSet<Var> {
+        #[cfg(feature = "variablelist")]
+        {
+            self.var_deps[tree.value()].clone()
+        }
+        #[cfg(not(feature = "variablelist"))]
+        {
+            let node = self.nodes[tree.value()];
+            if node.var().is_constant() {
+                return HashSet::new();
+            }
+            let mut var_set = self
+                .var_dependencies(node.lo())
+                .union(&self.var_dependencies(node.hi()))
+                .copied()
+                .collect::<HashSet<Var>>();
+            var_set.insert(node.var());
+            var_set
+        }
+    }
+
+    /// Returns the variable impact of a [variable][crate::datatypes::Var] with respect to a given set of roBDDs.
+    pub fn passive_var_impact(&self, var: Var, termlist: &[Term]) -> usize {
+        termlist.iter().fold(0usize, |acc, val| {
+            if self.var_dependencies(*val).contains(&var) {
+                acc + 1
+            } else {
+                acc
+            }
+        })
+    }
+
+    /// Counts how often another roBDD uses a [variable][crate::datatypes::Var], which occurs in this roBDD.
+    pub fn active_var_impact(&self, var: Var, termlist: &[Term]) -> usize {
+        (0..termlist.len()).fold(0usize, |acc, idx| {
+            if self
+                .var_dependencies(termlist[var.value()])
+                .contains(&Var(idx))
+            {
+                acc + 1
+            } else {
+                acc
+            }
+        })
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use super::*;
+
+    #[test]
+    fn newbdd() {
+        let bdd = Bdd::new();
+        assert_eq!(bdd.nodes.len(), 2);
+    }
+
+    #[test]
+    fn addconst() {
+        let bdd = Bdd::new();
+
+        assert_eq!(Bdd::constant(true), Term::TOP);
+        assert_eq!(Bdd::constant(false), Term::BOT);
+        assert_eq!(bdd.nodes.len(), 2);
+    }
+
+    #[test]
+    fn addvar() {
+        let mut bdd = Bdd::new();
+        assert_eq!(bdd.variable(Var(0)), Term(2));
+        assert_eq!(bdd.variable(Var(1)), Term(3));
+        assert_eq!(Var(1), Var(1));
+        bdd.variable(Var(0));
+        assert_eq!(bdd.variable(Var(0)), Term(2));
+    }
+
+    #[test]
+    fn use_negation() {
+        let mut bdd = Bdd::new();
+        let v1 = bdd.variable(Var(0));
+        assert_eq!(v1, 2.into());
+        assert_eq!(bdd.not(v1), Term(3));
+    }
+
+    #[test]
+    fn use_add() {
+        let mut bdd = Bdd::new();
+        let v1 = bdd.variable(Var(0));
+        let v2 = bdd.variable(Var(1));
+        let v3 = bdd.variable(Var(2));
+
+        let a1 = bdd.and(v1, v2);
+        let a2 = bdd.and(a1, v3);
+        assert_eq!(a2, Term(7));
+    }
+
+    #[test]
+    fn use_or() {
+        let mut bdd = Bdd::new();
+
+        let v1 = bdd.variable(Var(0));
+        let v2 = bdd.variable(Var(1));
+        let v3 = bdd.variable(Var(2));
+
+        let a1 = bdd.and(v1, v2);
+        let a2 = bdd.or(a1, v3);
+        assert_eq!(a2, Term(7));
+    }
+
+    #[test]
+    fn produce_different_conversions() {
+        let mut bdd = Bdd::new();
+
+        let v1 = bdd.variable(Var(0));
+        let v2 = bdd.variable(Var(1));
+
+        assert_eq!(v1, Term(2));
+        assert_eq!(v2, Term(3));
+
+        let t1 = bdd.and(v1, v2);
+        let nt1 = bdd.not(t1);
+        let ft = bdd.or(v1, nt1);
+
+        assert_eq!(ft, Term::TOP);
+
+        let v3 = bdd.variable(Var(2));
+        let nv3 = bdd.not(v3);
+        assert_eq!(bdd.and(v3, nv3), Term::BOT);
+
+        let conj = bdd.and(v1, v2);
+        assert_eq!(bdd.restrict(conj, Var(0), false), Term::BOT);
+        assert_eq!(bdd.restrict(conj, Var(0), true), v2);
+
+        let a = bdd.and(v3, v2);
+        let b = bdd.or(v2, v1);
+
+        let con1 = bdd.and(a, conj);
+
+        let end = bdd.or(con1, b);
+        log::debug!("Restrict test: restrict({},{},false)", end, Var(1));
+        let x = bdd.restrict(end, Var(1), false);
+        assert_eq!(x, Term(2));
+    }
+
+    #[test]
+    fn display() {
+        let mut bdd = Bdd::new();
+
+        let v1 = bdd.variable(Var(0));
+        let v2 = bdd.variable(Var(1));
+        let v3 = bdd.variable(Var(2));
+
+        let a1 = bdd.and(v1, v2);
+        let _a2 = bdd.or(a1, v3);
+
+        assert_eq!(format!("{bdd}"), " \n0 BddNode: Var(18446744073709551614), lo: Term(0), hi: Term(0)\n1 BddNode: Var(18446744073709551615), lo: Term(1), hi: Term(1)\n2 BddNode: Var(0), lo: Term(0), hi: Term(1)\n3 BddNode: Var(1), lo: Term(0), hi: Term(1)\n4 BddNode: Var(2), lo: Term(0), hi: Term(1)\n5 BddNode: Var(0), lo: Term(0), hi: Term(3)\n6 BddNode: Var(1), lo: Term(4), hi: Term(1)\n7 BddNode: Var(0), lo: Term(4), hi: Term(6)\n");
+    }
+
+    #[test]
+    fn counting() {
+        let mut bdd = Bdd::new();
+
+        let v1 = bdd.variable(Var(0));
+        let v2 = bdd.variable(Var(1));
+        let v3 = bdd.variable(Var(2));
+
+        let formula1 = bdd.and(v1, v2);
+        let formula2 = bdd.or(v1, v2);
+        let formula3 = bdd.xor(v1, v2);
+        let formula4 = bdd.and(v3, formula2);
+
+        #[cfg(feature = "adhoccountmodels")]
+        assert_eq!(bdd.models(v1, false), (1, 1).into());
+        let mut x = bdd.count_cache.get_mut().iter().collect::<Vec<_>>();
+        x.sort();
+        log::debug!("{:?}", formula1);
+        for x in bdd.nodes.iter().enumerate() {
+            log::debug!("{:?}", x);
+        }
+        log::debug!("{:?}", x);
+        #[cfg(feature = "adhoccountmodels")]
+        {
+            assert_eq!(bdd.models(formula1, false), (3, 1).into());
+            assert_eq!(bdd.models(formula2, false), (1, 3).into());
+            assert_eq!(bdd.models(formula3, false), (2, 2).into());
+            assert_eq!(bdd.models(formula4, false), (5, 3).into());
+            assert_eq!(bdd.models(Term::TOP, false), (0, 1).into());
+            assert_eq!(bdd.models(Term::BOT, false), (1, 0).into());
+
+            assert_eq!(bdd.models(v1, true), (1, 1).into());
+            assert_eq!(bdd.models(formula1, true), (3, 1).into());
+            assert_eq!(bdd.models(formula2, true), (1, 3).into());
+            assert_eq!(bdd.models(formula3, true), (2, 2).into());
+            assert_eq!(bdd.models(formula4, true), (5, 3).into());
+            assert_eq!(bdd.models(Term::TOP, true), (0, 1).into());
+            assert_eq!(bdd.models(Term::BOT, true), (1, 0).into());
+        }
+
+        assert_eq!(bdd.paths(formula1, false), (2, 1).into());
+        assert_eq!(bdd.paths(formula2, false), (1, 2).into());
+        assert_eq!(bdd.paths(formula3, false), (2, 2).into());
+        assert_eq!(bdd.paths(formula4, false), (3, 2).into());
+        assert_eq!(bdd.paths(Term::TOP, false), (0, 1).into());
+        assert_eq!(bdd.paths(Term::BOT, false), (1, 0).into());
+
+        assert_eq!(bdd.paths(v1, true), (1, 1).into());
+        assert_eq!(bdd.paths(formula1, true), (2, 1).into());
+        assert_eq!(bdd.paths(formula2, true), (1, 2).into());
+        assert_eq!(bdd.paths(formula3, true), (2, 2).into());
+        assert_eq!(bdd.paths(formula4, true), (3, 2).into());
+        assert_eq!(bdd.paths(Term::TOP, true), (0, 1).into());
+        assert_eq!(bdd.paths(Term::BOT, true), (1, 0).into());
+
+        assert_eq!(bdd.modelcount_naive(v1), ((1, 1).into(), (1, 1).into(), 1));
+        assert_eq!(
+            bdd.modelcount_naive(formula1),
+            ((3, 1).into(), (2, 1).into(), 2)
+        );
+        assert_eq!(
+            bdd.modelcount_naive(formula2),
+            ((1, 3).into(), (1, 2).into(), 2)
+        );
+        assert_eq!(
+            bdd.modelcount_naive(formula3),
+            ((2, 2).into(), (2, 2).into(), 2)
+        );
+        assert_eq!(
+            bdd.modelcount_naive(formula4),
+            ((5, 3).into(), (3, 2).into(), 3)
+        );
+        assert_eq!(
+            bdd.modelcount_naive(Term::TOP),
+            ((0, 1).into(), (0, 1).into(), 0)
+        );
+        assert_eq!(
+            bdd.modelcount_naive(Term::BOT),
+            ((1, 0).into(), (1, 0).into(), 0)
+        );
+
+        #[cfg(feature = "adhoccountmodels")]
+        {
+            assert_eq!(
+                bdd.modelcount_naive(formula4),
+                bdd.modelcount_memoization(formula4)
+            );
+
+            assert_eq!(bdd.modelcount_naive(v1), bdd.modelcount_memoization(v1));
+            assert_eq!(
+                bdd.modelcount_naive(formula1),
+                bdd.modelcount_memoization(formula1)
+            );
+            assert_eq!(
+                bdd.modelcount_naive(formula2),
+                bdd.modelcount_memoization(formula2)
+            );
+            assert_eq!(
+                bdd.modelcount_naive(formula3),
+                bdd.modelcount_memoization(formula3)
+            );
+            assert_eq!(
+                bdd.modelcount_naive(Term::TOP),
+                bdd.modelcount_memoization(Term::TOP)
+            );
+            assert_eq!(
+                bdd.modelcount_naive(Term::BOT),
+                bdd.modelcount_memoization(Term::BOT)
+            );
+        }
+
+        assert_eq!(bdd.max_depth(Term::BOT), 0);
+        assert_eq!(bdd.max_depth(v1), 1);
+        assert_eq!(bdd.max_depth(formula3), 2);
+        assert_eq!(bdd.max_depth(formula4), 3);
+    }
+
+    #[cfg(feature = "variablelist")]
+    #[test]
+    fn generate_var_dependencies() {
+        let mut bdd = Bdd::new();
+
+        let v1 = bdd.variable(Var(0));
+        let v2 = bdd.variable(Var(1));
+        let v3 = bdd.variable(Var(2));
+
+        let formula1 = bdd.and(v1, v2);
+        let formula2 = bdd.or(v1, v2);
+        let formula3 = bdd.xor(v1, v2);
+        let formula4 = bdd.and(v3, formula2);
+
+        bdd.iff(formula1, formula3);
+        bdd.not(formula4);
+
+        let constructed = bdd.var_deps.clone();
+        bdd.var_deps = Vec::new();
+        bdd.generate_var_dependencies();
+
+        constructed
+            .iter()
+            .zip(bdd.var_deps.iter())
+            .for_each(|(left, right)| {
+                assert!(left == right);
+            });
+
+        assert_eq!(
+            bdd.passive_var_impact(Var(0), &[formula1, formula2, formula3, formula4]),
+            4
+        );
+        assert_eq!(
+            bdd.passive_var_impact(Var(2), &[formula1, formula2, formula3, formula4]),
+            1
+        );
+        assert_eq!(
+            bdd.passive_var_impact(Var(2), &[formula1, formula2, formula3]),
+            0
+        );
+    }
+
+    #[test]
+    fn var_impact() {
+        let mut bdd = Bdd::new();
+        let v1 = bdd.variable(Var(0));
+        let v2 = bdd.variable(Var(1));
+        let v3 = bdd.variable(Var(2));
+
+        let formula1 = bdd.and(v1, v2);
+        let formula2 = bdd.or(v1, v2);
+
+        let ac: Vec<Term> = vec![formula1, formula2, v3];
+
+        assert_eq!(bdd.passive_var_impact(Var(0), &ac), 2);
+        assert_eq!(bdd.passive_var_impact(Var(1), &ac), 2);
+        assert_eq!(bdd.passive_var_impact(Var(2), &ac), 1);
+
+        assert_eq!(bdd.active_var_impact(Var(0), &ac), 2);
+        assert_eq!(bdd.active_var_impact(Var(2), &ac), 1);
+    }
+
+    #[test]
+    fn interpretations() {
+        let mut bdd = Bdd::new();
+
+        let v1 = bdd.variable(Var(0));
+        let v2 = bdd.variable(Var(1));
+
+        let formula1 = bdd.and(v1, v2);
+        let formula2 = bdd.xor(v1, v2);
+
+        assert_eq!(
+            bdd.interpretations(formula1, true, Var(2), &[], &[]),
+            vec![(vec![], vec![Var(0), Var(1)])]
+        );
+
+        assert_eq!(
+            bdd.interpretations(formula1, true, Var(0), &[], &[]),
+            vec![(vec![], vec![Var(0), Var(1)])]
+        );
+
+        assert_eq!(
+            bdd.interpretations(formula1, false, Var(2), &[], &[]),
+            vec![(vec![Var(1)], vec![Var(0)]), (vec![Var(0)], vec![])]
+        );
+
+        assert_eq!(
+            bdd.interpretations(formula1, false, Var(0), &[], &[]),
+            vec![(vec![Var(0)], vec![])]
+        );
+
+        assert_eq!(
+            bdd.interpretations(formula2, false, Var(2), &[], &[]),
+            vec![
+                (vec![], vec![Var(0), Var(1)]),
+                (vec![Var(0), Var(1)], vec![])
+            ]
+        );
+
+        assert_eq!(
+            bdd.interpretations(formula2, true, Var(2), &[], &[]),
+            vec![(vec![Var(1)], vec![Var(0)]), (vec![Var(0)], vec![Var(1)])]
+        );
+
+        assert_eq!(
+            bdd.interpretations(formula2, true, Var(0), &[], &[]),
+            vec![(vec![Var(1)], vec![Var(0)])]
+        );
+
+        assert_eq!(
+            bdd.interpretations(Term::TOP, true, Var(0), &[], &[]),
+            vec![]
+        );
+    }
+}

lib/src/obdd/frontend.rs

@@ -0,0 +1,267 @@
+//! Implementation of frontend-feature related methods and functions
+//! See the Structs in the [obdd-module][super] for most of the implementations
+
+use crate::datatypes::Term;
+
+use super::BddNode;
+impl super::Bdd {
+    /// Instantiate a new [roBDD][super::Bdd] structure.
+    /// Constants for the [`⊤`][crate::datatypes::Term::TOP] and [`⊥`][crate::datatypes::Term::BOT] concepts are prepared in that step too.
+    /// # Attention
+    /// Constants for [`⊤`][crate::datatypes::Term::TOP] and [`⊥`][crate::datatypes::Term::BOT] concepts are not sent, as they are considered to be existing in every [Bdd][super::Bdd] structure.
+    pub fn with_sender(sender: crossbeam_channel::Sender<BddNode>) -> Self {
+        // TODO nicer handling of the initialisation though overhead is not an issue here
+        let mut result = Self::new();
+        result.set_sender(sender);
+        result
+    }
+
+    /// Instantiate a new [roBDD][super::Bdd] structure.
+    /// Constants for the [`⊤`][crate::datatypes::Term::TOP] and [`⊥`][crate::datatypes::Term::BOT] concepts are prepared in that step too.
+    /// # Attention
+    /// Note that mixing manipulating operations and utilising the communication channel for a receiving [roBDD][super::Bdd] may end up in inconsistent data.
+    /// So far, only manipulate the [roBDD][super::Bdd] if no further [recv][Self::recv] will be called.
+    pub fn with_receiver(receiver: crossbeam_channel::Receiver<BddNode>) -> Self {
+        // TODO nicer handling of the initialisation though overhead is not an issue here
+        let mut result = Self::new();
+        result.set_receiver(receiver);
+        result
+    }
+
+    /// Instantiate a new [roBDD][super::Bdd] structure.
+    /// Constants for the [`⊤`][crate::datatypes::Term::TOP] and [`⊥`][crate::datatypes::Term::BOT] concepts are prepared in that step too.
+    /// # Attention
+    /// - Constants for [`⊤`][crate::datatypes::Term::TOP] and [`⊥`][crate::datatypes::Term::BOT] concepts are not sent, as they are considered to be existing in every [Bdd][super::Bdd] structure.
+    /// - Mixing manipulating operations and utilising the communication channel for a receiving [roBDD][super::Bdd] may end up in inconsistent data.
+    ///
+    /// So far, only manipulate the [roBDD][super::Bdd] if no further [recv][Self::recv] will be called.
+    pub fn with_sender_receiver(
+        sender: crossbeam_channel::Sender<BddNode>,
+        receiver: crossbeam_channel::Receiver<BddNode>,
+    ) -> Self {
+        let mut result = Self::new();
+        result.set_receiver(receiver);
+        result.set_sender(sender);
+        result
+    }
+
+    /// Updates the currently used [sender][crossbeam_channel::Sender]
+    pub fn set_sender(&mut self, sender: crossbeam_channel::Sender<BddNode>) {
+        self.sender = Some(sender);
+    }
+
+    /// Updates the currently used [receiver][crossbeam_channel::Receiver]
+    pub fn set_receiver(&mut self, receiver: crossbeam_channel::Receiver<BddNode>) {
+        self.receiver = Some(receiver);
+    }
+
+    /// Receives all information till the looked for [`Term`][crate::datatypes::Term] is either found or all data is read.
+    /// Note that the values are read, consumed, and added to the [Bdd][super::Bdd].
+    /// # Returns
+    /// - [`true`] if the [term][crate::datatypes::Term] is found (either in the [Bdd][super::Bdd] or in the channel.
+    /// - [`false`] if neither the [Bdd][super::Bdd] nor the channel contains the [term][crate::datatypes::Term].
+    pub fn recv(&mut self, term: Term) -> bool {
+        if term.value() < self.nodes.len() {
+            true
+        } else if let Some(recv) = &self.receiver {
+            loop {
+                match recv.try_recv() {
+                    Ok(node) => {
+                        let new_term = Term(self.nodes.len());
+                        self.nodes.push(node);
+                        self.cache.insert(node, new_term);
+                        if let Some(send) = &self.sender {
+                            match send.send(node) {
+                                Ok(_) => log::trace!("Sent {node} to the channel."),
+                                Err(e) => {
+                                    log::error!(
+                                        "Error {e} occurred when sending {node} to {:?}",
+                                        send
+                                    )
+                                }
+                            }
+                        }
+                        if new_term == term {
+                            return true;
+                        }
+                    }
+                    Err(_) => return false,
+                }
+            }
+        } else {
+            false
+        }
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use super::super::*;
+
+    #[test]
+    fn get_bdd_updates() {
+        let (send, recv) = crossbeam_channel::unbounded();
+        let mut bdd = Bdd::with_sender(send);
+
+        let solving = std::thread::spawn(move || {
+            let v1 = bdd.variable(Var(0));
+            let v2 = bdd.variable(Var(1));
+
+            assert_eq!(v1, Term(2));
+            assert_eq!(v2, Term(3));
+
+            let t1 = bdd.and(v1, v2);
+            let nt1 = bdd.not(t1);
+            let ft = bdd.or(v1, nt1);
+
+            assert_eq!(ft, Term::TOP);
+
+            let v3 = bdd.variable(Var(2));
+            let nv3 = bdd.not(v3);
+            assert_eq!(bdd.and(v3, nv3), Term::BOT);
+
+            let conj = bdd.and(v1, v2);
+            assert_eq!(bdd.restrict(conj, Var(0), false), Term::BOT);
+            assert_eq!(bdd.restrict(conj, Var(0), true), v2);
+
+            let a = bdd.and(v3, v2);
+            let b = bdd.or(v2, v1);
+
+            let con1 = bdd.and(a, conj);
+
+            let end = bdd.or(con1, b);
+            log::debug!("Restrict test: restrict({},{},false)", end, Var(1));
+            let x = bdd.restrict(end, Var(1), false);
+            assert_eq!(x, Term(2));
+        });
+
+        let updates: Vec<BddNode> = recv.iter().collect();
+        assert_eq!(
+            updates,
+            vec![
+                BddNode::new(Var(0), Term(0), Term(1)),
+                BddNode::new(Var(1), Term(0), Term(1)),
+                BddNode::new(Var(0), Term(0), Term(3)),
+                BddNode::new(Var(1), Term(1), Term(0)),
+                BddNode::new(Var(0), Term(1), Term(5)),
+                BddNode::new(Var(2), Term(0), Term(1)),
+                BddNode::new(Var(2), Term(1), Term(0)),
+                BddNode::new(Var(1), Term(0), Term(7)),
+                BddNode::new(Var(0), Term(3), Term(1)),
+                BddNode::new(Var(0), Term(0), Term(9)),
+            ]
+        );
+        solving.join().expect("Both threads should terminate");
+    }
+
+    #[test]
+    fn recv_send() {
+        let (send1, recv1) = crossbeam_channel::unbounded();
+        let (send2, recv2) = crossbeam_channel::unbounded();
+        let mut bdd1 = Bdd::with_sender(send1);
+        let mut bddm = Bdd::with_sender_receiver(send2, recv1);
+        let mut bddl = Bdd::with_receiver(recv2);
+
+        let solving = std::thread::spawn(move || {
+            let v1 = bdd1.variable(Var(0));
+            let v2 = bdd1.variable(Var(1));
+
+            assert_eq!(v1, Term(2));
+            assert_eq!(v2, Term(3));
+
+            let t1 = bdd1.and(v1, v2);
+            let nt1 = bdd1.not(t1);
+            let ft = bdd1.or(v1, nt1);
+
+            assert_eq!(ft, Term::TOP);
+
+            let v3 = bdd1.variable(Var(2));
+            let nv3 = bdd1.not(v3);
+            assert_eq!(bdd1.and(v3, nv3), Term::BOT);
+
+            let conj = bdd1.and(v1, v2);
+            assert_eq!(bdd1.restrict(conj, Var(0), false), Term::BOT);
+            assert_eq!(bdd1.restrict(conj, Var(0), true), v2);
+
+            let a = bdd1.and(v3, v2);
+            let b = bdd1.or(v2, v1);
+
+            let con1 = bdd1.and(a, conj);
+
+            let end = bdd1.or(con1, b);
+            log::debug!("Restrict test: restrict({},{},false)", end, Var(1));
+            let x = bdd1.restrict(end, Var(1), false);
+            assert_eq!(x, Term(2));
+        });
+        // allow the worker to fill the channels
+        std::thread::sleep(std::time::Duration::from_millis(10));
+        // both are initialised, no updates so far
+        assert_eq!(bddm.nodes, bddl.nodes);
+        // receiving a truth constant should work without changing the bdd
+        assert!(bddm.recv(Term::TOP));
+        assert_eq!(bddm.nodes, bddl.nodes);
+        // receiving some element works for middle -> last, but not last -> middle
+        assert!(bddm.recv(Term(2)));
+        assert!(bddl.recv(Term(2)));
+        assert_eq!(bddl.nodes.len(), 3);
+        assert!(!bddl.recv(Term(5)));
+        // get all elements into middle bdd1
+        assert!(!bddm.recv(Term(usize::MAX)));
+
+        assert_eq!(
+            bddm.nodes,
+            vec![
+                BddNode::bot_node(),
+                BddNode::top_node(),
+                BddNode::new(Var(0), Term(0), Term(1)),
+                BddNode::new(Var(1), Term(0), Term(1)),
+                BddNode::new(Var(0), Term(0), Term(3)),
+                BddNode::new(Var(1), Term(1), Term(0)),
+                BddNode::new(Var(0), Term(1), Term(5)),
+                BddNode::new(Var(2), Term(0), Term(1)),
+                BddNode::new(Var(2), Term(1), Term(0)),
+                BddNode::new(Var(1), Term(0), Term(7)),
+                BddNode::new(Var(0), Term(3), Term(1)),
+                BddNode::new(Var(0), Term(0), Term(9)),
+            ]
+        );
+
+        // last bdd is still in the previous state
+        assert_eq!(
+            bddl.nodes,
+            vec![
+                BddNode::bot_node(),
+                BddNode::top_node(),
+                BddNode::new(Var(0), Term(0), Term(1)),
+            ]
+        );
+
+        // and now catch up till 10
+        assert!(bddl.recv(Term(10)));
+
+        assert_eq!(
+            bddl.nodes,
+            vec![
+                BddNode::bot_node(),
+                BddNode::top_node(),
+                BddNode::new(Var(0), Term(0), Term(1)),
+                BddNode::new(Var(1), Term(0), Term(1)),
+                BddNode::new(Var(0), Term(0), Term(3)),
+                BddNode::new(Var(1), Term(1), Term(0)),
+                BddNode::new(Var(0), Term(1), Term(5)),
+                BddNode::new(Var(2), Term(0), Term(1)),
+                BddNode::new(Var(2), Term(1), Term(0)),
+                BddNode::new(Var(1), Term(0), Term(7)),
+                BddNode::new(Var(0), Term(3), Term(1)),
+            ]
+        );
+
+        solving.join().expect("Both threads should terminate");
+
+        // asking for 10 again works too
+        assert!(bddl.recv(Term(10)));
+        // fully catch up with the last bdd
+        assert!(bddl.recv(Term(11)));
+        assert_eq!(bddl.nodes, bddm.nodes);
+    }
+}

lib/src/obdd/vectorize.rs

@@ -1,8 +1,8 @@
-//! vectorize maps with non-standard keys
+//! Vectorize maps with non-standard keys.
 use serde::{Deserialize, Deserializer, Serialize, Serializer};
 use std::iter::FromIterator;
 
-/// Serialise into a Vector from a Map
+/// Serialize into a [Vector][std::vec::Vec] from a [Map][std::collections::HashMap].
 pub fn serialize<'a, T, K, V, S>(target: T, ser: S) -> Result<S::Ok, S::Error>
 where
     S: Serializer,
@@ -11,10 +11,10 @@ where
     V: Serialize + 'a,
 {
     let container: Vec<_> = target.into_iter().collect();
-    serde::Serialize::serialize(&container, ser)
+    Serialize::serialize(&container, ser)
 }
 
-/// Deserialize from a Vector to a Map
+/// Deserialize from a [Vector][std::vec::Vec] to a [Map][std::collections::HashMap].
 pub fn deserialize<'de, T, K, V, D>(des: D) -> Result<T, D::Error>
 where
     D: Deserializer<'de>,
@@ -22,6 +22,6 @@ where
     K: Deserialize<'de>,
     V: Deserialize<'de>,
 {
-    let container: Vec<_> = serde::Deserialize::deserialize(des)?;
+    let container: Vec<_> = Deserialize::deserialize(des)?;
-    Ok(T::from_iter(container.into_iter()))
+    Ok(T::from_iter(container))
 }

lib/src/parser.rs

@@ -1,5 +1,5 @@
-//! A Parser for ADFs with all needed helper-methods.
+//! Parser for ADFs with all needed helper-methods.
-//! It utilises the [nom-crate](https://crates.io/crates/nom)
+//! It utilises the [nom-crate](https://crates.io/crates/nom).
 use lexical_sort::{natural_lexical_cmp, StringSort};
 use nom::{
     branch::alt,
@@ -10,32 +10,38 @@ use nom::{
     sequence::{delimited, preceded, separated_pair, terminated},
     IResult,
 };
-use std::{cell::RefCell, collections::HashMap, rc::Rc};
+use std::collections::HashMap;
+use std::{
+    cell::RefCell,
+    sync::{Arc, RwLock},
+};
 
-/// A representation of a formula, still using the strings from the input
+use crate::datatypes::adf::VarContainer;
+
+/// A representation of a formula, still using the strings from the input.
 #[derive(Clone, PartialEq, Eq)]
-pub enum Formula<'a> {
+pub enum Formula {
-    /// c(v) in the input format
+    /// `c(f)` in the input format.
     Bot,
-    /// c(f) in the input format
+    /// `c(v)` in the input format.
     Top,
-    /// Some atomic variable in the input format
+    /// Some atomic variable in the input format.
-    Atom(&'a str),
+    Atom(String),
-    /// Negation of a subformula
+    /// Negation of a subformula.
-    Not(Box<Formula<'a>>),
+    Not(Box<Formula>),
-    /// Conjunction of two subformulae
+    /// Conjunction of two subformulae.
-    And(Box<Formula<'a>>, Box<Formula<'a>>),
+    And(Box<Formula>, Box<Formula>),
-    /// Disjunction of two subformulae
+    /// Disjunction of two subformulae.
-    Or(Box<Formula<'a>>, Box<Formula<'a>>),
+    Or(Box<Formula>, Box<Formula>),
-    /// Implication of two subformulae
+    /// Implication of two subformulae.
-    Imp(Box<Formula<'a>>, Box<Formula<'a>>),
+    Imp(Box<Formula>, Box<Formula>),
-    /// Exclusive-Or of two subformulae
+    /// Exclusive-Or of two subformulae.
-    Xor(Box<Formula<'a>>, Box<Formula<'a>>),
+    Xor(Box<Formula>, Box<Formula>),
-    /// If and only if connective between two formulae
+    /// If and only if connective between two formulae.
-    Iff(Box<Formula<'a>>, Box<Formula<'a>>),
+    Iff(Box<Formula>, Box<Formula>),
 }
 
-impl Formula<'_> {
+impl Formula {
     pub(crate) fn to_boolean_expr(
         &self,
     ) -> biodivine_lib_bdd::boolean_expression::BooleanExpression {
@@ -84,29 +90,29 @@ impl Formula<'_> {
     }
 }
 
-impl std::fmt::Debug for Formula<'_> {
+impl std::fmt::Debug for Formula {
     fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
         match self {
             Formula::Atom(a) => {
-                write!(f, "{}", a)?;
+                write!(f, "{a}")?;
             }
             Formula::Not(n) => {
-                write!(f, "not({:?})", n)?;
+                write!(f, "not({n:?})")?;
             }
             Formula::And(f1, f2) => {
-                write!(f, "and({:?},{:?})", f1, f2)?;
+                write!(f, "and({f1:?},{f2:?})")?;
             }
             Formula::Or(f1, f2) => {
-                write!(f, "or({:?},{:?})", f1, f2)?;
+                write!(f, "or({f1:?},{f2:?})")?;
             }
             Formula::Imp(f1, f2) => {
-                write!(f, "imp({:?},{:?})", f1, f2)?;
+                write!(f, "imp({f1:?},{f2:?})")?;
             }
             Formula::Xor(f1, f2) => {
-                write!(f, "xor({:?},{:?})", f1, f2)?;
+                write!(f, "xor({f1:?},{f2:?})")?;
             }
             Formula::Iff(f1, f2) => {
-                write!(f, "iff({:?},{:?})", f1, f2)?;
+                write!(f, "iff({f1:?},{f2:?})")?;
             }
             Formula::Bot => {
                 write!(f, "Const(B)")?;
@@ -119,34 +125,36 @@ impl std::fmt::Debug for Formula<'_> {
     }
 }
 
-/// A parse structure to hold all the information given by the input file in one place
+/// A parse structure to hold all the information given by the input file in one place.
+///
 /// Due to an internal representation with [RefCell][std::cell::RefCell] and [Rc][std::rc::Rc] the values can be
-/// handed over to other structures without further storage needs.
+/// handed over to other structures without further memory needs.
 ///
 /// Note that the parser can be utilised by an [ADF][`crate::adf::Adf`] to initialise it with minimal overhead.
 #[derive(Debug)]
-pub struct AdfParser<'a> {
+pub struct AdfParser {
-    namelist: Rc<RefCell<Vec<String>>>,
+    /// A name for each statement (identified by index in vector)
-    dict: Rc<RefCell<HashMap<String, usize>>>,
+    pub namelist: Arc<RwLock<Vec<String>>>,
-    formulae: RefCell<Vec<Formula<'a>>>,
+    /// Inverse mapping from name to index of statement in vector above
-    formulaname: RefCell<Vec<String>>,
+    pub dict: Arc<RwLock<HashMap<String, usize>>>,
+    /// The formula (acceptance condition) for each statement identified by its index
+    pub formulae: RefCell<Vec<Formula>>,
+    /// The formula for each statement identified by its index
+    pub formulaname: RefCell<Vec<String>>,
 }
 
-impl Default for AdfParser<'_> {
+impl Default for AdfParser {
     fn default() -> Self {
         AdfParser {
-            namelist: Rc::new(RefCell::new(Vec::new())),
+            namelist: Arc::new(RwLock::new(Vec::new())),
-            dict: Rc::new(RefCell::new(HashMap::new())),
+            dict: Arc::new(RwLock::new(HashMap::new())),
             formulae: RefCell::new(Vec::new()),
             formulaname: RefCell::new(Vec::new()),
         }
     }
 }
 
-impl<'a, 'b> AdfParser<'b>
+impl<'a> AdfParser {
-where
-    'a: 'b,
-{
     #[allow(dead_code)]
     fn parse_statements(&'a self) -> impl FnMut(&'a str) -> IResult<&'a str, ()> {
         move |input| {
@@ -156,7 +164,7 @@ where
     }
 
     /// Parses a full input file and creates internal structures.
-    /// Note that this method returns a closure (see the following Example for the correct usage).
+    /// Note that this method returns a closure (see the following example for the correct usage).
     /// # Example
     /// ```
     /// let parser = adf_bdd::parser::AdfParser::default();
@@ -175,8 +183,14 @@ where
 
     fn parse_statement(&'a self) -> impl FnMut(&'a str) -> IResult<&'a str, ()> {
         |input| {
-            let mut dict = self.dict.borrow_mut();
+            let mut dict = self
-            let mut namelist = self.namelist.borrow_mut();
+                .dict
+                .write()
+                .expect("RwLock of dict could not get write access");
+            let mut namelist = self
+                .namelist
+                .write()
+                .expect("RwLock of namelist could not get write access");
             let (remain, statement) =
                 terminated(AdfParser::statement, terminated(tag("."), multispace0))(input)?;
             if !dict.contains_key(statement) {
@@ -199,33 +213,53 @@ where
     }
 }
 
-impl AdfParser<'_> {
+impl AdfParser {
+    /// Creates a new parser, utilising the already existing [VarContainer]
+    pub fn with_var_container(var_container: VarContainer) -> AdfParser {
+        AdfParser {
+            namelist: var_container.names(),
+            dict: var_container.mappings(),
+            formulae: RefCell::new(Vec::new()),
+            formulaname: RefCell::new(Vec::new()),
+        }
+    }
+}
+
+impl AdfParser {
     /// after an update to the namelist, all indizes are updated
     fn regenerate_indizes(&self) {
         self.namelist
-            .as_ref()
+            .read()
-            .borrow()
+            .expect("ReadLock on namelist failed")
             .iter()
             .enumerate()
             .for_each(|(i, elem)| {
-                self.dict.as_ref().borrow_mut().insert(elem.clone(), i);
+                self.dict
+                    .write()
+                    .expect("WriteLock on dict failed")
+                    .insert(elem.clone(), i);
             });
     }
 
     /// Sort the variables in lexicographical order.
-    /// Results which got used before might become corrupted.
+    /// Results, which got used before might become corrupted.
+    /// Ensure that all used data is physically copied.
     pub fn varsort_lexi(&self) -> &Self {
-        self.namelist.as_ref().borrow_mut().sort_unstable();
+        self.namelist
+            .write()
+            .expect("WriteLock on namelist failed")
+            .sort_unstable();
         self.regenerate_indizes();
         self
     }
 
-    /// Sort the variables in alphanumerical order
+    /// Sort the variables in alphanumerical order.
-    /// Results which got used before might become corrupted.
+    /// Results, which got used before might become corrupted.
+    /// Ensure that all used data is physically copied.
     pub fn varsort_alphanum(&self) -> &Self {
         self.namelist
-            .as_ref()
+            .write()
-            .borrow_mut()
+            .expect("WriteLock on namelist failed")
             .string_sort_unstable(natural_lexical_cmp);
         self.regenerate_indizes();
         self
@@ -251,7 +285,7 @@ impl AdfParser<'_> {
     }
 
     fn atomic_term(input: &str) -> IResult<&str, Formula> {
-        AdfParser::atomic(input).map(|(input, result)| (input, Formula::Atom(result)))
+        AdfParser::atomic(input).map(|(input, result)| (input, Formula::Atom(result.to_string())))
     }
 
     fn formula(input: &str) -> IResult<&str, Formula> {
@@ -337,28 +371,41 @@ impl AdfParser<'_> {
         ))(input)
     }
 
-    /// Allows insight of the number of parsed Statements
+    /// Allows insight of the number of parsed statements.
     pub fn dict_size(&self) -> usize {
         //self.dict.borrow().len()
-        self.dict.as_ref().borrow().len()
+        self.dict.read().expect("ReadLock on dict failed").len()
     }
 
-    /// Returns the number-representation and position of a given variable/statement in string-representation
+    /// Returns the number-representation and position of a given statement in string-representation.
+    ///
+    /// Will return [None] if the string does no occur in the dictionary.
     pub fn dict_value(&self, value: &str) -> Option<usize> {
-        self.dict.as_ref().borrow().get(value).copied()
+        self.dict
+            .read()
+            .expect("ReadLock on dict failed")
+            .get(value)
+            .copied()
     }
 
-    /// Returns the acceptance condition of a statement at the given positon
+    /// Returns the acceptance condition of a statement at the given position.
+    ///
+    /// Will return [None] if the position does not map to a formula.
     pub fn ac_at(&self, idx: usize) -> Option<Formula> {
         self.formulae.borrow().get(idx).cloned()
     }
 
-    pub(crate) fn dict_rc_refcell(&self) -> Rc<RefCell<HashMap<String, usize>>> {
+    pub(crate) fn dict(&self) -> Arc<RwLock<HashMap<String, usize>>> {
-        Rc::clone(&self.dict)
+        Arc::clone(&self.dict)
     }
 
-    pub(crate) fn namelist_rc_refcell(&self) -> Rc<RefCell<Vec<String>>> {
+    pub(crate) fn namelist(&self) -> Arc<RwLock<Vec<String>>> {
-        Rc::clone(&self.namelist)
+        Arc::clone(&self.namelist)
+    }
+
+    /// Returns a [`VarContainer`][crate::datatypes::adf::VarContainer] which allows to access the variable information gathered by the parser
+    pub fn var_container(&self) -> VarContainer {
+        VarContainer::from_parser(self.namelist(), self.dict())
     }
 
     pub(crate) fn formula_count(&self) -> usize {
@@ -369,7 +416,14 @@ impl AdfParser<'_> {
         self.formulaname
             .borrow()
             .iter()
-            .map(|name| *self.dict.as_ref().borrow().get(name).unwrap())
+            .map(|name| {
+                *self
+                    .dict
+                    .read()
+                    .expect("ReadLock on dict failed")
+                    .get(name)
+                    .expect("Dictionary should contain all the used formulanames")
+            })
             .collect()
     }
 }
@@ -427,7 +481,7 @@ mod test {
         let (_remain, result) = AdfParser::formula(input).unwrap();
 
         assert_eq!(
-            format!("{:?}", result),
+            format!("{result:?}"),
             "and(or(not(a),iff( iff left ,b)),xor(imp(c,d),e))"
         );
 
@@ -451,7 +505,10 @@ mod test {
         assert_eq!(parser.dict_value("b"), Some(2usize));
         assert_eq!(
             format!("{:?}", parser.ac_at(1).unwrap()),
-            format!("{:?}", Formula::Not(Box::new(Formula::Atom("a"))))
+            format!(
+                "{:?}",
+                Formula::Not(Box::new(Formula::Atom("a".to_string())))
+            )
         );
         assert_eq!(parser.formula_count(), 3);
         assert_eq!(parser.formula_order(), vec![0, 2, 1]);

lib/src/test.rs

@@ -147,3 +147,26 @@ fn adf_biodivine_cmp_2() {
     assert_eq!(str1, str2);
     assert_eq!(str1, str3);
 }
+
+#[test]
+fn stable_variants_cmp() {
+    let parser = AdfParser::default();
+    parser.parse()("s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,b).ac(c,and(a,b)).ac(d,neg(b)).\ns(e).ac(e,and(b,or(neg(b),c(f)))).s(f).\n\nac(f,xor(a,e)).")
+        .unwrap();
+    let adf = Adf::from_parser_with_stm_rewrite(&parser);
+    let mut naive_adf = NaiveAdf::from_biodivine(&adf);
+
+    let mut stable_naive: Vec<Vec<Term>> = naive_adf.stable().collect();
+    let mut stable_pre: Vec<Vec<Term>> = naive_adf.stable_with_prefilter().collect();
+    let mut stable_v2 = adf.stable_bdd_representation();
+    let mut stable_v2_hybrid = naive_adf.stable_bdd_representation(&adf);
+
+    stable_naive.sort();
+    stable_pre.sort();
+    stable_v2.sort();
+    stable_v2_hybrid.sort();
+
+    assert_eq!(stable_naive, stable_v2);
+    assert_eq!(stable_v2, stable_v2_hybrid);
+    assert_eq!(stable_pre, stable_v2);
+}

lib/tests/test_template

@@ -0,0 +1,40 @@
+#[test]
+fn {name}_biodivine() {{
+    let resource = "{path}";
+    log::debug!("resource: {{}}", resource);
+    let grounded = "{grounded}";
+    log::debug!("Grounded: {{}}", grounded);
+    let parser = AdfParser::default();
+    let expected_result = std::fs::read_to_string(grounded);
+    assert!(expected_result.is_ok());
+    let input = std::fs::read_to_string(resource).unwrap();
+    parser.parse()(&input).unwrap();
+    parser.varsort_alphanum();
+    let adf = Adf::from_parser(&parser);
+    let grounded = adf.grounded();
+    assert_eq!(
+        format!("{{}}", adf.print_interpretation(&grounded)),
+        format!("{{}}\n",expected_result.unwrap())
+    );
+}}
+
+#[test]
+fn {name}_naive() {{
+    let resource = "{path}";
+    log::debug!("resource: {{}}", resource);
+    let grounded = "{grounded}";
+    log::debug!("Grounded: {{}}", grounded);
+    let parser = AdfParser::default();
+    let expected_result = std::fs::read_to_string(grounded);
+    assert!(expected_result.is_ok());
+    let input = std::fs::read_to_string(resource).unwrap();
+    parser.parse()(&input).unwrap();
+    parser.varsort_alphanum();
+    let mut adf = adf_bdd::adf::Adf::from_parser(&parser);
+    let grounded = adf.grounded();
+    assert_eq!(
+        format!("{{}}", adf.print_interpretation(&grounded)),
+        format!("{{}}\n",expected_result.unwrap())
+    );
+}}
+

server/Cargo.toml

@@ -0,0 +1,32 @@
+[package]
+name = "adf-bdd-server"
+version = "0.3.0"
+authors = ["Lukas Gerlach <lukas.gerlach@tu-dresden.de>"]
+edition = "2021"
+homepage = "https://ellmau.github.io/adf-obdd"
+repository = "https://github.com/ellmau/adf-obdd"
+license = "MIT"
+exclude = ["res/", "./flake*", "*.nix", ".envrc", "_config.yml", "tarpaulin-report.*", "*~"]
+description = "Offer Solving ADFs as a service"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[dependencies]
+adf_bdd = { version="0.3.1", path="../lib", features = ["frontend"] }
+actix-web = "4"
+actix-cors = "0.6"
+actix-files = "0.6"
+env_logger = "0.9"
+log = "0.4"
+serde = "1"
+mongodb = "2.4.0"
+actix-identity = "0.5.2"
+argon2 = "0.5.0"
+actix-session = { version="0.7.2", features = ["cookie-session"] }
+names = "0.14.0"
+futures-util = "0.3.28"
+actix-multipart = "0.6.0"
+
+[features]
+cors_for_local_development = []
+mock_long_computations = []

server/README.md

@@ -0,0 +1,13 @@
+# Backend for Webservice
+
+This directory contains the backend for <https://adf-bdd.dev> built using actix.rs.
+
+## Usage
+
+For local development run:
+
+- `docker compose up` to run a MongoDB including a web admin interface
+- `MONGODB_URI=mongodb://root:example@localhost:27017/ cargo run -F cors_for_local_development -F mock_long_computations` to start the server, connecting it to the MongoDB and allowing CORS from the frontend (running on a separate development server)
+
+The server listens on `localhost:8080`.
+The feature flag `-F mock_long_computations` is optional and just mimics longer computation times by using `std::thread::sleep`. This can be helpful to check how the frontend will behave in such cases.

server/docker-compose.yml

@@ -0,0 +1,24 @@
+version: '3.1'
+
+services:
+
+  mongo:
+    image: mongo:6
+    restart: always
+    ports:
+      - 27017:27017
+    environment:
+      MONGO_INITDB_ROOT_USERNAME: root
+      MONGO_INITDB_ROOT_PASSWORD: example
+    volumes:
+      - ./mongodb-data:/data/db
+
+  mongo-express:
+    image: mongo-express
+    restart: always
+    ports:
+      - 8081:8081
+    environment:
+      ME_CONFIG_MONGODB_ADMINUSERNAME: root
+      ME_CONFIG_MONGODB_ADMINPASSWORD: example
+      ME_CONFIG_MONGODB_URL: mongodb://root:example@mongo:27017/

server/src/adf.rs

@@ -0,0 +1,848 @@
+use std::cell::RefCell;
+use std::collections::{HashMap, HashSet};
+use std::sync::{Arc, RwLock};
+#[cfg(feature = "mock_long_computations")]
+use std::time::Duration;
+
+use actix_identity::Identity;
+use actix_multipart::form::{tempfile::TempFile, text::Text, MultipartForm};
+use actix_web::rt::spawn;
+use actix_web::rt::task::spawn_blocking;
+use actix_web::rt::time::timeout;
+use actix_web::{delete, get, post, put, web, HttpMessage, HttpRequest, HttpResponse, Responder};
+use adf_bdd::datatypes::adf::VarContainer;
+use adf_bdd::datatypes::{BddNode, Term, Var};
+use futures_util::{FutureExt, TryStreamExt};
+use mongodb::bson::doc;
+use mongodb::bson::{to_bson, Bson};
+use mongodb::results::DeleteResult;
+use names::{Generator, Name};
+use serde::{Deserialize, Serialize};
+
+use adf_bdd::adf::Adf;
+use adf_bdd::adfbiodivine::Adf as BdAdf;
+use adf_bdd::obdd::Bdd;
+use adf_bdd::parser::{AdfParser, Formula};
+
+use crate::config::{AppState, RunningInfo, Task, ADF_COLL, COMPUTE_TIME, DB_NAME, USER_COLL};
+use crate::user::{username_exists, User};
+
+use crate::double_labeled_graph::DoubleLabeledGraph;
+
+type Ac = Vec<Term>;
+type AcDb = Vec<String>;
+
+#[derive(Copy, Clone, Debug, Deserialize, Serialize)]
+pub(crate) enum Parsing {
+    Naive,
+    Hybrid,
+}
+
+#[derive(Copy, Clone, Debug, PartialEq, Eq, Hash, Deserialize, Serialize)]
+pub(crate) enum Strategy {
+    Ground,
+    Complete,
+    Stable,
+    StableCountingA,
+    StableCountingB,
+    StableNogood,
+}
+
+#[derive(Clone, Deserialize, Serialize)]
+pub(crate) struct AcAndGraph {
+    pub(crate) ac: AcDb,
+    pub(crate) graph: DoubleLabeledGraph,
+}
+
+impl From<AcAndGraph> for Bson {
+    fn from(source: AcAndGraph) -> Self {
+        to_bson(&source).expect("Serialization should work")
+    }
+}
+
+#[derive(Clone, Default, Deserialize, Serialize)]
+#[serde(tag = "type", content = "content")]
+pub(crate) enum OptionWithError<T> {
+    Some(T),
+    Error(String),
+    #[default]
+    None,
+}
+
+impl<T> OptionWithError<T> {
+    fn is_some(&self) -> bool {
+        matches!(self, Self::Some(_))
+    }
+}
+
+impl<T: Serialize> From<OptionWithError<T>> for Bson {
+    fn from(source: OptionWithError<T>) -> Self {
+        to_bson(&source).expect("Serialization should work")
+    }
+}
+
+type AcsAndGraphsOpt = OptionWithError<Vec<AcAndGraph>>;
+
+#[derive(Default, Deserialize, Serialize)]
+pub(crate) struct AcsPerStrategy {
+    pub(crate) parse_only: AcsAndGraphsOpt,
+    pub(crate) ground: AcsAndGraphsOpt,
+    pub(crate) complete: AcsAndGraphsOpt,
+    pub(crate) stable: AcsAndGraphsOpt,
+    pub(crate) stable_counting_a: AcsAndGraphsOpt,
+    pub(crate) stable_counting_b: AcsAndGraphsOpt,
+    pub(crate) stable_nogood: AcsAndGraphsOpt,
+}
+
+#[derive(Clone, Deserialize, Serialize)]
+pub(crate) struct VarContainerDb {
+    names: Vec<String>,
+    mapping: HashMap<String, String>,
+}
+
+impl From<VarContainer> for VarContainerDb {
+    fn from(source: VarContainer) -> Self {
+        Self {
+            names: source.names().read().unwrap().clone(),
+            mapping: source
+                .mappings()
+                .read()
+                .unwrap()
+                .iter()
+                .map(|(k, v)| (k.clone(), v.to_string()))
+                .collect(),
+        }
+    }
+}
+
+impl From<VarContainerDb> for VarContainer {
+    fn from(source: VarContainerDb) -> Self {
+        Self::from_parser(
+            Arc::new(RwLock::new(source.names)),
+            Arc::new(RwLock::new(
+                source
+                    .mapping
+                    .into_iter()
+                    .map(|(k, v)| (k, v.parse().unwrap()))
+                    .collect(),
+            )),
+        )
+    }
+}
+
+#[derive(Clone, Deserialize, Serialize)]
+pub(crate) struct BddNodeDb {
+    var: String,
+    lo: String,
+    hi: String,
+}
+
+impl From<BddNode> for BddNodeDb {
+    fn from(source: BddNode) -> Self {
+        Self {
+            var: source.var().0.to_string(),
+            lo: source.lo().0.to_string(),
+            hi: source.hi().0.to_string(),
+        }
+    }
+}
+
+impl From<BddNodeDb> for BddNode {
+    fn from(source: BddNodeDb) -> Self {
+        Self::new(
+            Var(source.var.parse().unwrap()),
+            Term(source.lo.parse().unwrap()),
+            Term(source.hi.parse().unwrap()),
+        )
+    }
+}
+
+type SimplifiedBdd = Vec<BddNodeDb>;
+
+#[derive(Clone, Deserialize, Serialize)]
+pub(crate) struct SimplifiedAdf {
+    pub(crate) ordering: VarContainerDb,
+    pub(crate) bdd: SimplifiedBdd,
+    pub(crate) ac: AcDb,
+}
+
+impl From<Adf> for SimplifiedAdf {
+    fn from(source: Adf) -> Self {
+        Self {
+            ordering: source.ordering.into(),
+            bdd: source.bdd.nodes.into_iter().map(Into::into).collect(),
+            ac: source.ac.into_iter().map(|t| t.0.to_string()).collect(),
+        }
+    }
+}
+
+impl From<SimplifiedAdf> for Adf {
+    fn from(source: SimplifiedAdf) -> Self {
+        let bdd = Bdd::from(
+            source
+                .bdd
+                .into_iter()
+                .map(Into::into)
+                .collect::<Vec<BddNode>>(),
+        );
+
+        Adf::from((
+            source.ordering.into(),
+            bdd,
+            source
+                .ac
+                .into_iter()
+                .map(|t| Term(t.parse().unwrap()))
+                .collect(),
+        ))
+    }
+}
+
+type SimplifiedAdfOpt = OptionWithError<SimplifiedAdf>;
+
+#[derive(Deserialize, Serialize)]
+pub(crate) struct AdfProblem {
+    pub(crate) name: String,
+    pub(crate) username: String,
+    pub(crate) code: String,
+    pub(crate) parsing_used: Parsing,
+    #[serde(default)]
+    pub(crate) is_af: bool,
+    pub(crate) adf: SimplifiedAdfOpt,
+    pub(crate) acs_per_strategy: AcsPerStrategy,
+}
+
+#[derive(MultipartForm)]
+struct AddAdfProblemBodyMultipart {
+    name: Text<String>,
+    code: Option<Text<String>>, // Either Code or File is set
+    file: Option<TempFile>,     // Either Code or File is set
+    parsing: Text<Parsing>,
+    is_af: Text<bool>, // if its not an AF then it is an ADF
+}
+
+#[derive(Clone)]
+struct AddAdfProblemBodyPlain {
+    name: String,
+    code: String,
+    parsing: Parsing,
+    is_af: bool, // if its not an AF then it is an ADF
+}
+
+impl TryFrom<AddAdfProblemBodyMultipart> for AddAdfProblemBodyPlain {
+    type Error = &'static str;
+
+    fn try_from(source: AddAdfProblemBodyMultipart) -> Result<Self, Self::Error> {
+        Ok(Self {
+            name: source.name.into_inner(),
+            code: source
+                .file
+                .map(|f| std::io::read_to_string(f.file).expect("TempFile should be readable"))
+                .or_else(|| source.code.map(|c| c.into_inner()))
+                .and_then(|code| (!code.is_empty()).then_some(code))
+                .ok_or("Either a file or the code has to be provided.")?,
+            parsing: source.parsing.into_inner(),
+            is_af: source.is_af.into_inner(),
+        })
+    }
+}
+
+async fn adf_problem_exists(
+    adf_coll: &mongodb::Collection<AdfProblem>,
+    name: &str,
+    username: &str,
+) -> bool {
+    adf_coll
+        .find_one(doc! { "name": name, "username": username }, None)
+        .await
+        .ok()
+        .flatten()
+        .is_some()
+}
+
+#[derive(Serialize)]
+struct AdfProblemInfo {
+    name: String,
+    code: String,
+    parsing_used: Parsing,
+    is_af: bool,
+    acs_per_strategy: AcsPerStrategy,
+    running_tasks: Vec<Task>,
+}
+
+impl AdfProblemInfo {
+    fn from_adf_prob_and_tasks(adf: AdfProblem, tasks: &HashSet<RunningInfo>) -> Self {
+        AdfProblemInfo {
+            name: adf.name.clone(),
+            code: adf.code,
+            parsing_used: adf.parsing_used,
+            is_af: adf.is_af,
+            acs_per_strategy: adf.acs_per_strategy,
+            running_tasks: tasks
+                .iter()
+                .filter_map(|t| {
+                    (t.adf_name == adf.name && t.username == adf.username).then_some(t.task)
+                })
+                .collect(),
+        }
+    }
+}
+
+struct AF(Vec<Vec<usize>>);
+
+impl From<AF> for AdfParser {
+    fn from(source: AF) -> Self {
+        let names: Vec<String> = (0..source.0.len())
+            .map(|val| (val + 1).to_string())
+            .collect();
+        let dict: HashMap<String, usize> = names
+            .iter()
+            .enumerate()
+            .map(|(i, val)| (val.clone(), i))
+            .collect();
+        let formulae: Vec<Formula> = source
+            .0
+            .into_iter()
+            .map(|attackers| {
+                attackers.into_iter().fold(Formula::Top, |acc, attacker| {
+                    Formula::And(
+                        Box::new(acc),
+                        Box::new(Formula::Not(Box::new(Formula::Atom(
+                            (attacker + 1).to_string(),
+                        )))),
+                    )
+                })
+            })
+            .collect();
+        let formulanames = names.clone();
+
+        Self {
+            namelist: Arc::new(RwLock::new(names)),
+            dict: Arc::new(RwLock::new(dict)),
+            formulae: RefCell::new(formulae),
+            formulaname: RefCell::new(formulanames),
+        }
+    }
+}
+
+fn parse_af(code: String) -> Result<AdfParser, &'static str> {
+    let mut lines = code.lines();
+
+    let Some(first_line) = lines.next() else {
+        return Err("There must be at least one line in the AF input.");
+    };
+
+    let first_line: Vec<_> = first_line.split(" ").collect();
+    if first_line[0] != "p" || first_line[1] != "af" {
+        return Err("Expected first line to be of the form: p af <n>");
+    }
+
+    let Ok(num_arguments) = first_line[2].parse::<usize>() else {
+        return Err("Could not convert number of arguments to u32; expected first line to be of the form: p af <n>");
+    };
+
+    let attacks_opt: Option<Vec<(usize, usize)>> = lines
+        .filter(|line| !line.starts_with('#') && !line.is_empty())
+        .map(|line| {
+            let mut line = line.split(" ");
+            let a = line.next()?;
+            let b = line.next()?;
+            if line.next().is_some() {
+                None
+            } else {
+                Some((a.parse::<usize>().ok()?, b.parse::<usize>().ok()?))
+            }
+        })
+        .collect();
+    let Some(attacks) = attacks_opt else {
+        return Err("Line must be of the form: n m");
+    };
+
+    // index in outer vector represents attacked element
+    let mut is_attacked_by: Vec<Vec<usize>> = vec![vec![]; num_arguments];
+    for (a, b) in attacks {
+        is_attacked_by[b - 1].push(a - 1); // we normalize names to be zero-indexed
+    }
+
+    let hacked_adf_parser = AdfParser::from(AF(is_attacked_by));
+
+    Ok(hacked_adf_parser)
+}
+
+#[post("/add")]
+async fn add_adf_problem(
+    req: HttpRequest,
+    app_state: web::Data<AppState>,
+    identity: Option<Identity>,
+    req_body: MultipartForm<AddAdfProblemBodyMultipart>,
+) -> impl Responder {
+    let adf_problem_input: AddAdfProblemBodyPlain = match req_body.into_inner().try_into() {
+        Ok(input) => input,
+        Err(err) => return HttpResponse::BadRequest().body(err),
+    };
+    let adf_coll: mongodb::Collection<AdfProblem> = app_state
+        .mongodb_client
+        .database(DB_NAME)
+        .collection(ADF_COLL);
+    let user_coll: mongodb::Collection<User> = app_state
+        .mongodb_client
+        .database(DB_NAME)
+        .collection(USER_COLL);
+
+    let username = match identity.map(|id| id.id()) {
+        None => {
+            // Create and log in temporary user
+            let gen = Generator::with_naming(Name::Numbered);
+            let candidates = gen.take(10);
+
+            let mut name: Option<String> = None;
+            for candidate in candidates {
+                if name.is_some() {
+                    continue;
+                }
+
+                if !(username_exists(&user_coll, &candidate).await) {
+                    name = Some(candidate);
+                }
+            }
+
+            let username = match name {
+                Some(name) => name,
+                None => {
+                    return HttpResponse::InternalServerError().body("Could not generate new name.")
+                }
+            };
+
+            match user_coll
+                .insert_one(
+                    User {
+                        username: username.clone(),
+                        password: None,
+                    },
+                    None,
+                )
+                .await
+            {
+                Ok(_) => (),
+                Err(err) => return HttpResponse::InternalServerError().body(err.to_string()),
+            }
+
+            Identity::login(&req.extensions(), username.clone()).unwrap();
+
+            username
+        }
+        Some(Err(err)) => return HttpResponse::InternalServerError().body(err.to_string()),
+        Some(Ok(username)) => username,
+    };
+
+    let problem_name = if !adf_problem_input.name.is_empty() {
+        if adf_problem_exists(&adf_coll, &adf_problem_input.name, &username).await {
+            return HttpResponse::Conflict()
+                .body("ADF Problem with that name already exists. Please pick another one!");
+        }
+
+        adf_problem_input.name.clone()
+    } else {
+        let gen = Generator::with_naming(Name::Numbered);
+        let candidates = gen.take(10);
+
+        let mut name: Option<String> = None;
+        for candidate in candidates {
+            if name.is_some() {
+                continue;
+            }
+
+            if !(adf_problem_exists(&adf_coll, &candidate, &username).await) {
+                name = Some(candidate);
+            }
+        }
+
+        match name {
+            Some(name) => name,
+            None => {
+                return HttpResponse::InternalServerError().body("Could not generate new name.")
+            }
+        }
+    };
+
+    let adf_problem: AdfProblem = AdfProblem {
+        name: problem_name.clone(),
+        username: username.clone(),
+        code: adf_problem_input.code.clone(),
+        parsing_used: adf_problem_input.parsing,
+        is_af: adf_problem_input.is_af,
+        adf: SimplifiedAdfOpt::None,
+        acs_per_strategy: AcsPerStrategy::default(),
+    };
+
+    let result = adf_coll.insert_one(&adf_problem, None).await;
+
+    if let Err(err) = result {
+        return HttpResponse::InternalServerError()
+            .body(format!("Could not create Database entry. Error: {err}"));
+    }
+
+    let username_clone = username.clone();
+    let problem_name_clone = problem_name.clone();
+
+    let adf_fut = timeout(
+        COMPUTE_TIME,
+        spawn_blocking(move || {
+            let running_info = RunningInfo {
+                username: username_clone,
+                adf_name: problem_name_clone,
+                task: Task::Parse,
+            };
+
+            app_state
+                .currently_running
+                .lock()
+                .unwrap()
+                .insert(running_info.clone());
+
+            #[cfg(feature = "mock_long_computations")]
+            std::thread::sleep(Duration::from_secs(20));
+
+            let (parser, parse_result) = {
+                if adf_problem_input.is_af {
+                    parse_af(adf_problem_input.code)
+                        .map(|p| (p, Ok(())))
+                        .unwrap_or_else(|e| (AdfParser::default(), Err(e)))
+                } else {
+                    let parser = AdfParser::default();
+                    let parse_result = parser.parse()(&adf_problem_input.code)
+                        .map(|_| ())
+                        .map_err(|_| "ADF could not be parsed, double check your input!");
+
+                    (parser, parse_result)
+                }
+            };
+
+            let result = parse_result.map(|_| {
+                let lib_adf = match adf_problem_input.parsing {
+                    Parsing::Naive => Adf::from_parser(&parser),
+                    Parsing::Hybrid => {
+                        let bd_adf = BdAdf::from_parser(&parser);
+                        bd_adf.hybrid_step_opt(false)
+                    }
+                };
+
+                let ac_and_graph = AcAndGraph {
+                    ac: lib_adf.ac.iter().map(|t| t.0.to_string()).collect(),
+                    graph: DoubleLabeledGraph::from_adf_and_ac(&lib_adf, None),
+                };
+
+                (SimplifiedAdf::from(lib_adf), ac_and_graph)
+            });
+
+            app_state
+                .currently_running
+                .lock()
+                .unwrap()
+                .remove(&running_info);
+
+            result
+        }),
+    );
+
+    spawn(adf_fut.then(move |adf_res| async move {
+        let (adf, ac_and_graph): (SimplifiedAdfOpt, AcsAndGraphsOpt) = match adf_res {
+            Err(err) => (
+                SimplifiedAdfOpt::Error(err.to_string()),
+                AcsAndGraphsOpt::Error(err.to_string()),
+            ),
+            Ok(Err(err)) => (
+                SimplifiedAdfOpt::Error(err.to_string()),
+                AcsAndGraphsOpt::Error(err.to_string()),
+            ),
+            Ok(Ok(Err(err))) => (
+                SimplifiedAdfOpt::Error(err.to_string()),
+                AcsAndGraphsOpt::Error(err.to_string()),
+            ),
+            Ok(Ok(Ok((adf, ac_and_graph)))) => (
+                SimplifiedAdfOpt::Some(adf),
+                AcsAndGraphsOpt::Some(vec![ac_and_graph]),
+            ),
+        };
+
+        let result = adf_coll
+            .update_one(
+                doc! { "name": problem_name, "username": username },
+                doc! { "$set": { "adf": &adf, "acs_per_strategy.parse_only": &ac_and_graph } },
+                None,
+            )
+            .await;
+
+        if let Err(err) = result {
+            log::error!("{err}");
+        }
+    }));
+
+    HttpResponse::Ok().body("Parsing started...")
+}
+
+#[derive(Deserialize)]
+struct SolveAdfProblemBody {
+    strategy: Strategy,
+}
+
+#[put("/{problem_name}/solve")]
+async fn solve_adf_problem(
+    app_state: web::Data<AppState>,
+    identity: Option<Identity>,
+    path: web::Path<String>,
+    req_body: web::Json<SolveAdfProblemBody>,
+) -> impl Responder {
+    let problem_name = path.into_inner();
+    let adf_problem_input: SolveAdfProblemBody = req_body.into_inner();
+    let adf_coll: mongodb::Collection<AdfProblem> = app_state
+        .mongodb_client
+        .database(DB_NAME)
+        .collection(ADF_COLL);
+
+    let username = match identity.map(|id| id.id()) {
+        Option::None => {
+            return HttpResponse::Unauthorized().body("You need to login to add an ADF problem.")
+        }
+        Some(Err(err)) => return HttpResponse::InternalServerError().body(err.to_string()),
+        Some(Ok(username)) => username,
+    };
+
+    let adf_problem = match adf_coll
+        .find_one(doc! { "name": &problem_name, "username": &username }, None)
+        .await
+    {
+        Err(err) => return HttpResponse::InternalServerError().body(err.to_string()),
+        Ok(Option::None) => {
+            return HttpResponse::NotFound()
+                .body(format!("ADF problem with name {problem_name} not found."))
+        }
+        Ok(Some(prob)) => prob,
+    };
+
+    let simp_adf: SimplifiedAdf = match adf_problem.adf {
+        SimplifiedAdfOpt::None => {
+            return HttpResponse::BadRequest().body("The ADF problem has not been parsed yet.")
+        }
+        SimplifiedAdfOpt::Error(err) => {
+            return HttpResponse::BadRequest().body(format!(
+                "The ADF problem could not be parsed. Update it and try again. Error: {err}"
+            ))
+        }
+        SimplifiedAdfOpt::Some(adf) => adf,
+    };
+
+    let has_been_solved = match adf_problem_input.strategy {
+        Strategy::Complete => adf_problem.acs_per_strategy.complete.is_some(),
+        Strategy::Ground => adf_problem.acs_per_strategy.ground.is_some(),
+        Strategy::Stable => adf_problem.acs_per_strategy.stable.is_some(),
+        Strategy::StableCountingA => adf_problem.acs_per_strategy.stable_counting_a.is_some(),
+        Strategy::StableCountingB => adf_problem.acs_per_strategy.stable_counting_b.is_some(),
+        Strategy::StableNogood => adf_problem.acs_per_strategy.stable_nogood.is_some(),
+    };
+
+    let username_clone = username.clone();
+    let problem_name_clone = problem_name.clone();
+
+    let running_info = RunningInfo {
+        username: username_clone,
+        adf_name: problem_name_clone,
+        task: Task::Solve(adf_problem_input.strategy),
+    };
+
+    // NOTE: we could also return the result here instead of throwing an error but I think the canonical way should just be to call the get endpoint for the problem.
+    if has_been_solved
+        || app_state
+            .currently_running
+            .lock()
+            .unwrap()
+            .contains(&running_info)
+    {
+        return HttpResponse::Conflict()
+            .body("The ADF problem has already been solved with this strategy. You can just get the solution from the problem data directly.");
+    }
+
+    let acs_and_graphs_fut = timeout(
+        COMPUTE_TIME,
+        spawn_blocking(move || {
+            app_state
+                .currently_running
+                .lock()
+                .unwrap()
+                .insert(running_info.clone());
+
+            #[cfg(feature = "mock_long_computations")]
+            std::thread::sleep(Duration::from_secs(20));
+
+            let mut adf: Adf = simp_adf.into();
+
+            let acs: Vec<Ac> = match adf_problem_input.strategy {
+                Strategy::Complete => adf.complete().collect(),
+                Strategy::Ground => vec![adf.grounded()],
+                Strategy::Stable => adf.stable().collect(),
+                // TODO: INPUT VALIDATION: only allow this for hybrid parsing
+                Strategy::StableCountingA => adf.stable_count_optimisation_heu_a().collect(),
+                // TODO: INPUT VALIDATION: only allow this for hybrid parsing
+                Strategy::StableCountingB => adf.stable_count_optimisation_heu_b().collect(),
+                // TODO: support more than just default heuristics
+                Strategy::StableNogood => adf
+                    .stable_nogood(adf_bdd::adf::heuristics::Heuristic::default())
+                    .collect(),
+            };
+
+            let acs_and_graphs: Vec<AcAndGraph> = acs
+                .iter()
+                .map(|ac| AcAndGraph {
+                    ac: ac.iter().map(|t| t.0.to_string()).collect(),
+                    graph: DoubleLabeledGraph::from_adf_and_ac(&adf, Some(ac)),
+                })
+                .collect();
+
+            app_state
+                .currently_running
+                .lock()
+                .unwrap()
+                .remove(&running_info);
+
+            acs_and_graphs
+        }),
+    );
+
+    spawn(acs_and_graphs_fut.then(move |acs_and_graphs_res| async move {
+        let acs_and_graphs_enum: AcsAndGraphsOpt = match acs_and_graphs_res {
+            Err(err) => AcsAndGraphsOpt::Error(err.to_string()),
+            Ok(Err(err)) => AcsAndGraphsOpt::Error(err.to_string()),
+            Ok(Ok(acs_and_graphs)) => AcsAndGraphsOpt::Some(acs_and_graphs),
+        };
+
+        let result = adf_coll.update_one(doc! { "name": problem_name, "username": username }, match adf_problem_input.strategy {
+            Strategy::Complete => doc! { "$set": { "acs_per_strategy.complete": &acs_and_graphs_enum } },
+            Strategy::Ground => doc! { "$set": { "acs_per_strategy.ground": &acs_and_graphs_enum } },
+            Strategy::Stable => doc! { "$set": { "acs_per_strategy.stable": &acs_and_graphs_enum } },
+            Strategy::StableCountingA => doc! { "$set": { "acs_per_strategy.stable_counting_a": &acs_and_graphs_enum } },
+            Strategy::StableCountingB => doc! { "$set": { "acs_per_strategy.stable_counting_b": &acs_and_graphs_enum } },
+            Strategy::StableNogood => doc! { "$set": { "acs_per_strategy.stable_nogood": &acs_and_graphs_enum } },
+        }, None).await;
+
+        if let Err(err) = result {
+            log::error!("{err}");
+        }
+    }));
+
+    HttpResponse::Ok().body("Solving started...")
+}
+
+#[get("/{problem_name}")]
+async fn get_adf_problem(
+    app_state: web::Data<AppState>,
+    identity: Option<Identity>,
+    path: web::Path<String>,
+) -> impl Responder {
+    let problem_name = path.into_inner();
+    let adf_coll: mongodb::Collection<AdfProblem> = app_state
+        .mongodb_client
+        .database(DB_NAME)
+        .collection(ADF_COLL);
+
+    let username = match identity.map(|id| id.id()) {
+        Option::None => {
+            return HttpResponse::Unauthorized().body("You need to login to get an ADF problem.")
+        }
+        Some(Err(err)) => return HttpResponse::InternalServerError().body(err.to_string()),
+        Some(Ok(username)) => username,
+    };
+
+    let adf_problem = match adf_coll
+        .find_one(doc! { "name": &problem_name, "username": &username }, None)
+        .await
+    {
+        Err(err) => return HttpResponse::InternalServerError().body(err.to_string()),
+        Ok(Option::None) => {
+            return HttpResponse::NotFound()
+                .body(format!("ADF problem with name {problem_name} not found."))
+        }
+        Ok(Some(prob)) => prob,
+    };
+
+    HttpResponse::Ok().json(AdfProblemInfo::from_adf_prob_and_tasks(
+        adf_problem,
+        &app_state.currently_running.lock().unwrap(),
+    ))
+}
+
+#[delete("/{problem_name}")]
+async fn delete_adf_problem(
+    app_state: web::Data<AppState>,
+    identity: Option<Identity>,
+    path: web::Path<String>,
+) -> impl Responder {
+    let problem_name = path.into_inner();
+    let adf_coll: mongodb::Collection<AdfProblem> = app_state
+        .mongodb_client
+        .database(DB_NAME)
+        .collection(ADF_COLL);
+
+    let username = match identity.map(|id| id.id()) {
+        Option::None => {
+            return HttpResponse::Unauthorized().body("You need to login to get an ADF problem.")
+        }
+        Some(Err(err)) => return HttpResponse::InternalServerError().body(err.to_string()),
+        Some(Ok(username)) => username,
+    };
+
+    match adf_coll
+        .delete_one(doc! { "name": &problem_name, "username": &username }, None)
+        .await
+    {
+        Ok(DeleteResult {
+            deleted_count: 0, ..
+        }) => HttpResponse::InternalServerError().body("Adf Problem could not be deleted."),
+        Ok(DeleteResult {
+            deleted_count: 1, ..
+        }) => HttpResponse::Ok().body("Adf Problem deleted."),
+        Ok(_) => {
+            unreachable!("delete_one removes at most one entry so all cases are covered already")
+        }
+        Err(err) => HttpResponse::InternalServerError().body(err.to_string()),
+    }
+}
+
+#[get("/")]
+async fn get_adf_problems_for_user(
+    app_state: web::Data<AppState>,
+    identity: Option<Identity>,
+) -> impl Responder {
+    let adf_coll: mongodb::Collection<AdfProblem> = app_state
+        .mongodb_client
+        .database(DB_NAME)
+        .collection(ADF_COLL);
+
+    let username = match identity.map(|id| id.id()) {
+        Option::None => {
+            return HttpResponse::Unauthorized().body("You need to login to get an ADF problem.")
+        }
+        Some(Err(err)) => return HttpResponse::InternalServerError().body(err.to_string()),
+        Some(Ok(username)) => username,
+    };
+
+    let adf_problem_cursor = match adf_coll.find(doc! { "username": &username }, None).await {
+        Err(err) => return HttpResponse::InternalServerError().body(err.to_string()),
+        Ok(cursor) => cursor,
+    };
+
+    let adf_problems: Vec<AdfProblemInfo> = match adf_problem_cursor
+        .map_ok(|adf_problem| {
+            AdfProblemInfo::from_adf_prob_and_tasks(
+                adf_problem,
+                &app_state.currently_running.lock().unwrap(),
+            )
+        })
+        .try_collect()
+        .await
+    {
+        Err(err) => return HttpResponse::InternalServerError().body(err.to_string()),
+        Ok(probs) => probs,
+    };
+
+    HttpResponse::Ok().json(adf_problems)
+}

server/src/config.rs

@@ -0,0 +1,37 @@
+use std::collections::HashSet;
+use std::sync::Mutex;
+use std::time::Duration;
+
+use mongodb::Client;
+use serde::Serialize;
+
+use crate::adf::Strategy;
+
+pub(crate) const COOKIE_DURATION: actix_web::cookie::time::Duration =
+    actix_web::cookie::time::Duration::minutes(30);
+pub(crate) const COMPUTE_TIME: Duration = Duration::from_secs(120);
+
+pub(crate) const ASSET_DIRECTORY: &str = "./assets";
+
+pub(crate) const DB_NAME: &str = "adf-obdd";
+pub(crate) const USER_COLL: &str = "users";
+pub(crate) const ADF_COLL: &str = "adf-problems";
+
+#[derive(Copy, Clone, Debug, PartialEq, Eq, Hash, Serialize)]
+#[serde(tag = "type", content = "content")]
+pub(crate) enum Task {
+    Parse,
+    Solve(Strategy),
+}
+
+#[derive(Clone, Debug, PartialEq, Eq, Hash)]
+pub(crate) struct RunningInfo {
+    pub(crate) username: String,
+    pub(crate) adf_name: String,
+    pub(crate) task: Task,
+}
+
+pub(crate) struct AppState {
+    pub(crate) mongodb_client: Client,
+    pub(crate) currently_running: Mutex<HashSet<RunningInfo>>,
+}

server/src/double_labeled_graph.rs

@@ -0,0 +1,118 @@
+use serde::{Deserialize, Serialize};
+use std::collections::{HashMap, HashSet};
+
+use adf_bdd::adf::Adf;
+use adf_bdd::datatypes::{Term, Var};
+
+#[derive(Clone, Deserialize, Serialize, Debug)]
+/// This is a DTO for the graph output
+pub struct DoubleLabeledGraph {
+    // number of nodes equals the number of node labels
+    // nodes implicitly have their index as their ID
+    node_labels: HashMap<String, String>,
+    // every node gets this label containing multiple entries (it might be empty)
+    tree_root_labels: HashMap<String, Vec<String>>,
+    lo_edges: Vec<(String, String)>,
+    hi_edges: Vec<(String, String)>,
+}
+
+impl DoubleLabeledGraph {
+    pub fn from_adf_and_ac(adf: &Adf, ac: Option<&Vec<Term>>) -> Self {
+        let ac: &Vec<Term> = match ac {
+            Some(ac) => ac,
+            None => &adf.ac,
+        };
+
+        let mut node_indices: HashSet<usize> = HashSet::new();
+        let mut new_node_indices: HashSet<usize> = ac.iter().map(|term| term.value()).collect();
+
+        while !new_node_indices.is_empty() {
+            node_indices = node_indices.union(&new_node_indices).copied().collect();
+            new_node_indices = HashSet::new();
+
+            for node_index in &node_indices {
+                let lo_node_index = adf.bdd.nodes[*node_index].lo().value();
+                if !node_indices.contains(&lo_node_index) {
+                    new_node_indices.insert(lo_node_index);
+                }
+
+                let hi_node_index = adf.bdd.nodes[*node_index].hi().value();
+                if !node_indices.contains(&hi_node_index) {
+                    new_node_indices.insert(hi_node_index);
+                }
+            }
+        }
+
+        let node_labels: HashMap<String, String> = adf
+            .bdd
+            .nodes
+            .iter()
+            .enumerate()
+            .filter(|(i, _)| node_indices.contains(i))
+            .map(|(i, &node)| {
+                let value_part = match node.var() {
+                    Var::TOP => "TOP".to_string(),
+                    Var::BOT => "BOT".to_string(),
+                    _ => adf.ordering.name(node.var()).expect(
+                        "name for each var should exist; special cases are handled separately",
+                    ),
+                };
+
+                (i.to_string(), value_part)
+            })
+            .collect();
+
+        let tree_root_labels_with_usize: HashMap<usize, Vec<String>> = ac.iter().enumerate().fold(
+            adf.bdd
+                .nodes
+                .iter()
+                .enumerate()
+                .filter(|(i, _)| node_indices.contains(i))
+                .map(|(i, _)| (i, vec![]))
+                .collect(),
+            |mut acc, (root_for, root_node)| {
+                acc.get_mut(&root_node.value())
+                    .expect("we know that the index will be in the map")
+                    .push(adf.ordering.name(Var(root_for)).expect(
+                        "name for each var should exist; special cases are handled separately",
+                    ));
+
+                acc
+            },
+        );
+
+        let tree_root_labels: HashMap<String, Vec<String>> = tree_root_labels_with_usize
+            .into_iter()
+            .map(|(i, vec)| (i.to_string(), vec))
+            .collect();
+
+        let lo_edges: Vec<(String, String)> = adf
+            .bdd
+            .nodes
+            .iter()
+            .enumerate()
+            .filter(|(i, _)| node_indices.contains(i))
+            .filter(|(_, node)| ![Var::TOP, Var::BOT].contains(&node.var()))
+            .map(|(i, &node)| (i, node.lo().value()))
+            .map(|(i, v)| (i.to_string(), v.to_string()))
+            .collect();
+
+        let hi_edges: Vec<(String, String)> = adf
+            .bdd
+            .nodes
+            .iter()
+            .enumerate()
+            .filter(|(i, _)| node_indices.contains(i))
+            .filter(|(_, node)| ![Var::TOP, Var::BOT].contains(&node.var()))
+            .map(|(i, &node)| (i, node.hi().value()))
+            .map(|(i, v)| (i.to_string(), v.to_string()))
+            .collect();
+
+        DoubleLabeledGraph {
+            node_labels,
+            tree_root_labels,
+            lo_edges,
+            hi_edges,
+        }
+    }
+}

server/src/main.rs

@@ -0,0 +1,116 @@
+use std::collections::HashSet;
+use std::sync::Mutex;
+
+use actix_files as fs;
+use actix_identity::IdentityMiddleware;
+use actix_session::config::PersistentSession;
+use actix_session::storage::CookieSessionStore;
+use actix_session::SessionMiddleware;
+use actix_web::cookie::Key;
+use actix_web::dev::{fn_service, ServiceRequest, ServiceResponse};
+use actix_web::{web, App, HttpServer};
+use fs::NamedFile;
+use mongodb::Client;
+
+#[cfg(feature = "cors_for_local_development")]
+use actix_cors::Cors;
+
+mod adf;
+mod config;
+mod double_labeled_graph;
+mod user;
+
+use adf::{
+    add_adf_problem, delete_adf_problem, get_adf_problem, get_adf_problems_for_user,
+    solve_adf_problem,
+};
+use config::{AppState, ASSET_DIRECTORY, COOKIE_DURATION};
+use user::{
+    create_username_index, delete_account, login, logout, register, update_user, user_info,
+};
+
+#[actix_web::main]
+async fn main() -> std::io::Result<()> {
+    env_logger::builder()
+        .filter_level(log::LevelFilter::Debug)
+        .init();
+
+    // setup mongodb
+    let mongodb_uri =
+        std::env::var("MONGODB_URI").unwrap_or_else(|_| "mongodb://localhost:27017".into());
+    let client = Client::with_uri_str(mongodb_uri)
+        .await
+        .expect("failed to connect to mongodb");
+    create_username_index(&client).await;
+
+    // cookie secret ket
+    let secret_key = Key::generate();
+
+    // needs to be set outside of httpserver closure to only create it once!
+    let app_data = web::Data::new(AppState {
+        mongodb_client: client.clone(),
+        currently_running: Mutex::new(HashSet::new()),
+    });
+
+    HttpServer::new(move || {
+        let app = App::new();
+
+        #[cfg(feature = "cors_for_local_development")]
+        let cors = Cors::default()
+            .allowed_origin("http://localhost:1234")
+            .allow_any_method()
+            .allow_any_header()
+            .supports_credentials()
+            .max_age(3600);
+
+        #[cfg(feature = "cors_for_local_development")]
+        let app = app.wrap(cors);
+
+        #[cfg(feature = "cors_for_local_development")]
+        let cookie_secure = false;
+        #[cfg(not(feature = "cors_for_local_development"))]
+        let cookie_secure = true;
+
+        app.app_data(app_data.clone())
+            .wrap(IdentityMiddleware::default())
+            .wrap(
+                SessionMiddleware::builder(CookieSessionStore::default(), secret_key.clone())
+                    .cookie_name("adf-obdd-service-auth".to_owned())
+                    .cookie_secure(cookie_secure)
+                    .session_lifecycle(PersistentSession::default().session_ttl(COOKIE_DURATION))
+                    .build(),
+            )
+            .service(
+                web::scope("/users")
+                    .service(register)
+                    .service(delete_account)
+                    .service(login)
+                    .service(logout)
+                    .service(user_info)
+                    .service(update_user),
+            )
+            .service(
+                web::scope("/adf")
+                    .service(add_adf_problem)
+                    .service(solve_adf_problem)
+                    .service(get_adf_problem)
+                    .service(delete_adf_problem)
+                    .service(get_adf_problems_for_user),
+            )
+            // this mus be last to not override anything
+            .service(
+                fs::Files::new("/", ASSET_DIRECTORY)
+                    .index_file("index.html")
+                    .default_handler(fn_service(|req: ServiceRequest| async {
+                        let (req, _) = req.into_parts();
+                        let file =
+                            NamedFile::open_async(format!("{ASSET_DIRECTORY}/index.html")).await?;
+                        let res = file.into_response(&req);
+                        Ok(ServiceResponse::new(req, res))
+                    })),
+            )
+    })
+    .bind(("0.0.0.0", 8080))?
+    .run()
+    .await
+}

server/src/user.rs

@@ -0,0 +1,365 @@
+use actix_identity::Identity;
+use actix_web::{delete, get, post, put, web, HttpMessage, HttpRequest, HttpResponse, Responder};
+use argon2::password_hash::rand_core::OsRng;
+use argon2::password_hash::SaltString;
+use argon2::{Argon2, PasswordHash, PasswordHasher, PasswordVerifier};
+use mongodb::results::{DeleteResult, UpdateResult};
+use mongodb::{bson::doc, options::IndexOptions, Client, IndexModel};
+use serde::{Deserialize, Serialize};
+
+use crate::adf::AdfProblem;
+use crate::config::{AppState, ADF_COLL, DB_NAME, USER_COLL};
+
+#[derive(Deserialize, Serialize)]
+pub(crate) struct User {
+    pub(crate) username: String,
+    pub(crate) password: Option<String>, // NOTE: Password being None indicates a temporary user
+}
+
+#[derive(Deserialize, Serialize)]
+struct UserPayload {
+    username: String,
+    password: String,
+}
+
+#[derive(Deserialize, Serialize)]
+struct UserInfo {
+    username: String,
+    temp: bool,
+}
+
+// Creates an index on the "username" field to force the values to be unique.
+pub(crate) async fn create_username_index(client: &Client) {
+    let options = IndexOptions::builder().unique(true).build();
+    let model = IndexModel::builder()
+        .keys(doc! { "username": 1 })
+        .options(options)
+        .build();
+    client
+        .database(DB_NAME)
+        .collection::<User>(USER_COLL)
+        .create_index(model, None)
+        .await
+        .expect("creating an index should succeed");
+}
+
+pub(crate) async fn username_exists(user_coll: &mongodb::Collection<User>, username: &str) -> bool {
+    user_coll
+        .find_one(doc! { "username": username }, None)
+        .await
+        .ok()
+        .flatten()
+        .is_some()
+}
+
+// Add new user
+#[post("/register")]
+async fn register(app_state: web::Data<AppState>, user: web::Json<UserPayload>) -> impl Responder {
+    let mut user: UserPayload = user.into_inner();
+
+    if user.username.is_empty() || user.password.is_empty() {
+        return HttpResponse::BadRequest().body("Username and Password need to be set!");
+    }
+
+    let user_coll = app_state
+        .mongodb_client
+        .database(DB_NAME)
+        .collection(USER_COLL);
+
+    if username_exists(&user_coll, &user.username).await {
+        return HttpResponse::Conflict()
+            .body("Username is already taken. Please pick another one!");
+    }
+
+    let pw = &user.password;
+    let salt = SaltString::generate(&mut OsRng);
+    let hashed_pw = Argon2::default()
+        .hash_password(pw.as_bytes(), &salt)
+        .expect("Error while hashing password!")
+        .to_string();
+
+    user.password = hashed_pw;
+
+    let result = user_coll
+        .insert_one(
+            User {
+                username: user.username,
+                password: Some(user.password),
+            },
+            None,
+        )
+        .await;
+    match result {
+        Ok(_) => HttpResponse::Ok().body("Registration successful!"),
+        Err(err) => HttpResponse::InternalServerError().body(err.to_string()),
+    }
+}
+
+// Remove user
+#[delete("/delete")]
+async fn delete_account(
+    app_state: web::Data<AppState>,
+    identity: Option<Identity>,
+) -> impl Responder {
+    let user_coll: mongodb::Collection<User> = app_state
+        .mongodb_client
+        .database(DB_NAME)
+        .collection(USER_COLL);
+    let adf_coll: mongodb::Collection<AdfProblem> = app_state
+        .mongodb_client
+        .database(DB_NAME)
+        .collection(ADF_COLL);
+
+    match identity {
+        None => HttpResponse::Unauthorized().body("You are not logged in."),
+        Some(id) => match id.id() {
+            Err(err) => HttpResponse::InternalServerError().body(err.to_string()),
+            Ok(username) => {
+                // Delete all adfs created by user
+                match adf_coll
+                    .delete_many(doc! { "username": &username }, None)
+                    .await
+                {
+                    Err(err) => HttpResponse::InternalServerError().body(err.to_string()),
+                    Ok(DeleteResult {
+                        deleted_count: _, ..
+                    }) => {
+                        // Delete actual user
+                        match user_coll
+                            .delete_one(doc! { "username": &username }, None)
+                            .await
+                        {
+                            Ok(DeleteResult {
+                                deleted_count: 0, ..
+                            }) => HttpResponse::InternalServerError()
+                                .body("Account could not be deleted."),
+                            Ok(DeleteResult {
+                                deleted_count: 1, ..
+                            }) => {
+                                id.logout();
+                                HttpResponse::Ok().body("Account deleted.")
+                            }
+                            Ok(_) => unreachable!(
+                            "delete_one removes at most one entry so all cases are covered already"
+                        ),
+                            Err(err) => HttpResponse::InternalServerError().body(err.to_string()),
+                        }
+                    }
+                }
+            }
+        },
+    }
+}
+
+// Login
+#[post("/login")]
+async fn login(
+    req: HttpRequest,
+    app_state: web::Data<AppState>,
+    user_data: web::Json<UserPayload>,
+) -> impl Responder {
+    let username = &user_data.username;
+    let pw = &user_data.password;
+
+    if username.is_empty() || pw.is_empty() {
+        return HttpResponse::BadRequest().body("Username and Password need to be set!");
+    }
+
+    let user_coll: mongodb::Collection<User> = app_state
+        .mongodb_client
+        .database(DB_NAME)
+        .collection(USER_COLL);
+    match user_coll
+        .find_one(doc! { "username": username }, None)
+        .await
+    {
+        Ok(Some(user)) => {
+            let stored_password = match &user.password {
+                None => return HttpResponse::BadRequest().body("Invalid username or password"), // NOTE: login as tremporary user is not allowed
+                Some(password) => password,
+            };
+
+            let stored_hash = PasswordHash::new(stored_password).unwrap();
+            let pw_valid = Argon2::default()
+                .verify_password(pw.as_bytes(), &stored_hash)
+                .is_ok();
+
+            if pw_valid {
+                Identity::login(&req.extensions(), username.to_string()).unwrap();
+                HttpResponse::Ok().body("Login successful!")
+            } else {
+                HttpResponse::BadRequest().body("Invalid email or password")
+            }
+        }
+        Ok(None) => HttpResponse::NotFound().body(format!(
+            "No user found with username {}",
+            &user_data.username
+        )),
+        Err(err) => HttpResponse::InternalServerError().body(err.to_string()),
+    }
+}
+
+#[delete("/logout")]
+async fn logout(app_state: web::Data<AppState>, id: Option<Identity>) -> impl Responder {
+    let user_coll: mongodb::Collection<User> = app_state
+        .mongodb_client
+        .database(DB_NAME)
+        .collection(USER_COLL);
+
+    match id {
+        None => HttpResponse::Unauthorized().body("You are not logged in."),
+        Some(id) => match id.id() {
+            Err(err) => HttpResponse::InternalServerError().body(err.to_string()),
+            Ok(username) => {
+                let user: User = match user_coll
+                    .find_one(doc! { "username": &username }, None)
+                    .await
+                {
+                    Ok(Some(user)) => user,
+                    Ok(None) => {
+                        return HttpResponse::NotFound()
+                            .body(format!("No user found with username {}", &username))
+                    }
+                    Err(err) => return HttpResponse::InternalServerError().body(err.to_string()),
+                };
+
+                if user.password.is_none() {
+                    HttpResponse::BadRequest().body("You are logged in as a temporary user so we won't log you out because you will not be able to login again. If you want to be able to login again, set a password. Otherwise your session will expire automatically at a certain point.")
+                } else {
+                    id.logout();
+                    HttpResponse::Ok().body("Logout successful!")
+                }
+            }
+        },
+    }
+}
+
+// Get current user
+#[get("/info")]
+async fn user_info(app_state: web::Data<AppState>, identity: Option<Identity>) -> impl Responder {
+    let user_coll: mongodb::Collection<User> = app_state
+        .mongodb_client
+        .database(DB_NAME)
+        .collection(USER_COLL);
+
+    match identity {
+        None => {
+            HttpResponse::Unauthorized().body("You need to login get your account information.")
+        }
+        Some(id) => match id.id() {
+            Err(err) => HttpResponse::InternalServerError().body(err.to_string()),
+            Ok(username) => {
+                match user_coll
+                    .find_one(doc! { "username": &username }, None)
+                    .await
+                {
+                    Ok(Some(user)) => {
+                        let info = UserInfo {
+                            username: user.username,
+                            temp: user.password.is_none(),
+                        };
+
+                        HttpResponse::Ok().json(info)
+                    }
+                    Ok(None) => {
+                        id.logout();
+                        HttpResponse::NotFound().body("Logged in user does not exist anymore.")
+                    }
+                    Err(err) => HttpResponse::InternalServerError().body(err.to_string()),
+                }
+            }
+        },
+    }
+}
+
+// Update current user
+#[put("/update")]
+async fn update_user(
+    req: HttpRequest,
+    app_state: web::Data<AppState>,
+    identity: Option<Identity>,
+    user: web::Json<UserPayload>,
+) -> impl Responder {
+    let mut user: UserPayload = user.into_inner();
+
+    if user.username.is_empty() || user.password.is_empty() {
+        return HttpResponse::BadRequest().body("Username and Password need to be set!");
+    }
+
+    let user_coll = app_state
+        .mongodb_client
+        .database(DB_NAME)
+        .collection(USER_COLL);
+    let adf_coll: mongodb::Collection<AdfProblem> = app_state
+        .mongodb_client
+        .database(DB_NAME)
+        .collection(ADF_COLL);
+
+    match identity {
+        None => {
+            HttpResponse::Unauthorized().body("You need to login get your account information.")
+        }
+        Some(id) => match id.id() {
+            Err(err) => HttpResponse::InternalServerError().body(err.to_string()),
+            Ok(username) => {
+                if user.username != username && username_exists(&user_coll, &user.username).await {
+                    return HttpResponse::Conflict()
+                        .body("Username is already taken. Please pick another one!");
+                }
+
+                let pw = &user.password;
+                let salt = SaltString::generate(&mut OsRng);
+                let hashed_pw = Argon2::default()
+                    .hash_password(pw.as_bytes(), &salt)
+                    .expect("Error while hashing password!")
+                    .to_string();
+
+                user.password = hashed_pw;
+
+                let result = user_coll
+                    .replace_one(
+                        doc! { "username": &username },
+                        User {
+                            username: user.username.clone(),
+                            password: Some(user.password),
+                        },
+                        None,
+                    )
+                    .await;
+                match result {
+                    Ok(UpdateResult {
+                        modified_count: 0, ..
+                    }) => HttpResponse::InternalServerError().body("Account could not be updated."),
+                    Ok(UpdateResult {
+                        modified_count: 1, ..
+                    }) => {
+                        // re-login with new username
+                        Identity::login(&req.extensions(), user.username.clone()).unwrap();
+
+                        // update all adf problems of user
+                        match adf_coll
+                            .update_many(
+                                doc! { "username": &username },
+                                doc! { "$set": { "username": &user.username } },
+                                None,
+                            )
+                            .await
+                        {
+                            Err(err) => HttpResponse::InternalServerError().body(err.to_string()),
+                            Ok(UpdateResult {
+                                modified_count: _, ..
+                            }) => HttpResponse::Ok().json(UserInfo {
+                                username: user.username,
+                                temp: false,
+                            }),
+                        }
+                    }
+                    Ok(_) => unreachable!(
+                        "replace_one replaces at most one entry so all cases are covered already"
+                    ),
+                    Err(err) => HttpResponse::InternalServerError().body(err.to_string()),
+                }
+            }
+        },
+    }
+}

src/adf.rs

@@ -1,478 +0,0 @@
-//! This module describes the abstract dialectical framework
-//!
-//!  - computing interpretations
-//!  - computing fixpoints
-
-use serde::{Deserialize, Serialize};
-
-use crate::{
-    datatypes::{
-        adf::{
-            PrintDictionary, PrintableInterpretation, ThreeValuedInterpretationsIterator,
-            TwoValuedInterpretationsIterator, VarContainer,
-        },
-        Term, Var,
-    },
-    obdd::Bdd,
-    parser::{AdfParser, Formula},
-};
-
-#[derive(Serialize, Deserialize, Debug)]
-/// Representation of an ADF, with an ordering and dictionary of statement <-> number relations, a binary decision diagram, and a list of acceptance functions in Term representation
-pub struct Adf {
-    ordering: VarContainer,
-    bdd: Bdd,
-    ac: Vec<Term>,
-}
-
-impl Default for Adf {
-    fn default() -> Self {
-        Self {
-            ordering: VarContainer::default(),
-            bdd: Bdd::new(),
-            ac: Vec::new(),
-        }
-    }
-}
-
-impl Adf {
-    /// Instantiates a new ADF, based on the parser-data
-    pub fn from_parser(parser: &AdfParser) -> Self {
-        log::info!("[Start] instantiating BDD");
-        let mut result = Self {
-            ordering: VarContainer::from_parser(
-                parser.namelist_rc_refcell(),
-                parser.dict_rc_refcell(),
-            ),
-            bdd: Bdd::new(),
-            ac: vec![Term(0); parser.namelist_rc_refcell().as_ref().borrow().len()],
-        };
-        (0..parser.namelist_rc_refcell().borrow().len())
-            .into_iter()
-            .for_each(|value| {
-                log::trace!("adding variable {}", Var(value));
-                result.bdd.variable(Var(value));
-            });
-        log::debug!("[Start] adding acs");
-        parser
-            .formula_order()
-            .iter()
-            .enumerate()
-            .for_each(|(insert_order, new_order)| {
-                log::trace!(
-                    "Pos {}/{} formula {}, {:?}",
-                    insert_order + 1,
-                    parser.formula_count(),
-                    new_order,
-                    parser.ac_at(insert_order)
-                );
-                let result_term = result.term(&parser.ac_at(insert_order).unwrap());
-                result.ac[*new_order] = result_term;
-            });
-        log::info!("[Success] instantiated");
-        result
-    }
-
-    pub(crate) fn from_biodivine_vector(
-        ordering: &VarContainer,
-        bio_ac: &[biodivine_lib_bdd::Bdd],
-    ) -> Self {
-        let mut result = Self {
-            ordering: VarContainer::copy(ordering),
-            bdd: Bdd::new(),
-            ac: vec![Term(0); bio_ac.len()],
-        };
-        result
-            .ac
-            .iter_mut()
-            .zip(bio_ac.iter())
-            .for_each(|(new_ac, bdd_ac)| {
-                if bdd_ac.is_true() {
-                    *new_ac = Bdd::constant(true);
-                } else if bdd_ac.is_false() {
-                    *new_ac = Bdd::constant(false);
-                } else {
-                    // compound formula
-                    let mut term_vec: Vec<Term> = Vec::new();
-                    for (idx, tuple) in bdd_ac
-                        .to_string()
-                        .split('|')
-                        .filter(|tuple| !tuple.is_empty())
-                        .enumerate()
-                    {
-                        let node_elements = tuple.split(',').collect::<Vec<&str>>();
-                        if idx == 0 {
-                            term_vec.push(Bdd::constant(false));
-                        } else if idx == 1 {
-                            term_vec.push(Bdd::constant(true));
-                        } else {
-                            let new_term = result.bdd.node(
-                                Var(node_elements[0]
-                                    .parse::<usize>()
-                                    .expect("Var should be number")),
-                                term_vec[node_elements[1]
-                                    .parse::<usize>()
-                                    .expect("Termpos should be a valid number")],
-                                term_vec[node_elements[2]
-                                    .parse::<usize>()
-                                    .expect("Termpos should be a valid number")],
-                            );
-                            term_vec.push(new_term);
-                        }
-                        *new_ac = *term_vec
-                            .last()
-                            .expect("There should be one element in the vector");
-                    }
-                }
-            });
-        result
-    }
-
-    /// Instantiates a new ADF, based on a biodivine adf
-    pub fn from_biodivine(bio_adf: &super::adfbiodivine::Adf) -> Self {
-        Self::from_biodivine_vector(bio_adf.var_container(), bio_adf.ac())
-    }
-
-    fn term(&mut self, formula: &Formula) -> Term {
-        match formula {
-            Formula::Bot => Bdd::constant(false),
-            Formula::Top => Bdd::constant(true),
-            Formula::Atom(val) => {
-                let t1 = self.ordering.variable(val).unwrap();
-                self.bdd.variable(t1)
-            }
-            Formula::Not(val) => {
-                let t1 = self.term(val);
-                self.bdd.not(t1)
-            }
-            Formula::And(val1, val2) => {
-                let t1 = self.term(val1);
-                let t2 = self.term(val2);
-                self.bdd.and(t1, t2)
-            }
-            Formula::Or(val1, val2) => {
-                let t1 = self.term(val1);
-                let t2 = self.term(val2);
-                self.bdd.or(t1, t2)
-            }
-            Formula::Iff(val1, val2) => {
-                let t1 = self.term(val1);
-                let t2 = self.term(val2);
-                self.bdd.iff(t1, t2)
-            }
-            Formula::Xor(val1, val2) => {
-                let t1 = self.term(val1);
-                let t2 = self.term(val2);
-                self.bdd.xor(t1, t2)
-            }
-            Formula::Imp(val1, val2) => {
-                let t1 = self.term(val1);
-                let t2 = self.term(val2);
-                self.bdd.imp(t1, t2)
-            }
-        }
-    }
-
-    /// Computes the grounded extension and returns it as a list
-    pub fn grounded(&mut self) -> Vec<Term> {
-        log::info!("[Start] grounded");
-        let ac = &self.ac.clone();
-        let result = self.grounded_internal(ac);
-        log::info!("[Done] grounded");
-        result
-    }
-
-    fn grounded_internal(&mut self, interpretation: &[Term]) -> Vec<Term> {
-        let mut t_vals: usize = interpretation
-            .iter()
-            .filter(|elem| elem.is_truth_value())
-            .count();
-        let mut new_interpretation: Vec<Term> = interpretation.into();
-        loop {
-            let curr_interpretation = new_interpretation.clone();
-            let old_t_vals = t_vals;
-            for ac in new_interpretation
-                .iter_mut()
-                .filter(|term| !term.is_truth_value())
-            {
-                *ac = curr_interpretation
-                    .iter()
-                    .enumerate()
-                    .fold(*ac, |acc, (var, term)| {
-                        if term.is_truth_value() {
-                            self.bdd.restrict(acc, Var(var), term.is_true())
-                        } else {
-                            acc
-                        }
-                    });
-                if ac.is_truth_value() {
-                    t_vals += 1;
-                }
-            }
-            log::debug!(
-                "old-int: {:?}, {} constants",
-                curr_interpretation,
-                old_t_vals
-            );
-            log::debug!("new-int: {:?}, {} constants", new_interpretation, t_vals);
-            if t_vals == old_t_vals {
-                break;
-            }
-        }
-        new_interpretation
-    }
-
-    /// Computes the stable models
-    /// Returns an Iterator which contains all stable models
-    pub fn stable<'a, 'c>(&'a mut self) -> impl Iterator<Item = Vec<Term>> + 'c
-    where
-        'a: 'c,
-    {
-        let grounded = self.grounded();
-        TwoValuedInterpretationsIterator::new(&grounded)
-            .map(|interpretation| {
-                let mut interpr = self.ac.clone();
-                for ac in interpr.iter_mut() {
-                    *ac = interpretation
-                        .iter()
-                        .enumerate()
-                        .fold(*ac, |acc, (var, term)| {
-                            if term.is_truth_value() && !term.is_true() {
-                                self.bdd.restrict(acc, Var(var), false)
-                            } else {
-                                acc
-                            }
-                        });
-                }
-                let grounded_check = self.grounded_internal(&interpr);
-                log::debug!(
-                    "grounded candidate\n{:?}\n{:?}",
-                    interpretation,
-                    grounded_check
-                );
-                (interpretation, grounded_check)
-            })
-            .filter(|(int, grd)| {
-                int.iter()
-                    .zip(grd.iter())
-                    .all(|(it, gr)| it.compare_inf(gr))
-            })
-            .map(|(int, _grd)| int)
-    }
-
-    /// Computes the complete models
-    /// Returns an Iterator which contains all complete models
-    pub fn complete<'a, 'c>(&'a mut self) -> impl Iterator<Item = Vec<Term>> + 'c
-    where
-        'a: 'c,
-    {
-        let grounded = self.grounded();
-        let ac = self.ac.clone();
-        ThreeValuedInterpretationsIterator::new(&grounded).filter(move |interpretation| {
-            interpretation.iter().enumerate().all(|(ac_idx, it)| {
-                log::trace!("idx [{}], term: {}", ac_idx, it);
-                it.compare_inf(&interpretation.iter().enumerate().fold(
-                    ac[ac_idx],
-                    |acc, (var, term)| {
-                        if term.is_truth_value() {
-                            self.bdd.restrict(acc, Var(var), term.is_true())
-                        } else {
-                            acc
-                        }
-                    },
-                ))
-            })
-        })
-    }
-
-    /// creates a [PrintableInterpretation] for output purposes
-    pub fn print_interpretation<'a, 'b>(
-        &'a self,
-        interpretation: &'b [Term],
-    ) -> PrintableInterpretation<'b>
-    where
-        'a: 'b,
-    {
-        PrintableInterpretation::new(interpretation, &self.ordering)
-    }
-
-    /// creates a [PrintDictionary] for output purposes
-    pub fn print_dictionary(&self) -> PrintDictionary {
-        PrintDictionary::new(&self.ordering)
-    }
-}
-
-#[cfg(test)]
-mod test {
-    use super::*;
-    use test_log::test;
-    #[test]
-    fn from_parser() {
-        let parser = AdfParser::default();
-        let input = "s(a).s(c).ac(a,b).ac(b,neg(a)).s(b).ac(c,and(c(v),or(c(f),a))).s(e).s(d).ac(d,iff(imp(a,b),c)).ac(e,xor(d,e)).";
-
-        parser.parse()(input).unwrap();
-
-        let adf = Adf::from_parser(&parser);
-        assert_eq!(adf.ordering.names().as_ref().borrow()[0], "a");
-        assert_eq!(adf.ordering.names().as_ref().borrow()[1], "c");
-        assert_eq!(adf.ordering.names().as_ref().borrow()[2], "b");
-        assert_eq!(adf.ordering.names().as_ref().borrow()[3], "e");
-        assert_eq!(adf.ordering.names().as_ref().borrow()[4], "d");
-
-        assert_eq!(adf.ac, vec![Term(4), Term(2), Term(7), Term(15), Term(12)]);
-
-        let parser = AdfParser::default();
-        let input = "s(a).s(c).ac(a,b).ac(b,neg(a)).s(b).ac(c,and(c(v),or(c(f),a))).s(e).s(d).ac(d,iff(imp(a,b),c)).ac(e,xor(d,e)).";
-
-        parser.parse()(input).unwrap();
-        parser.varsort_alphanum();
-
-        let adf = Adf::from_parser(&parser);
-        assert_eq!(adf.ordering.names().as_ref().borrow()[0], "a");
-        assert_eq!(adf.ordering.names().as_ref().borrow()[1], "b");
-        assert_eq!(adf.ordering.names().as_ref().borrow()[2], "c");
-        assert_eq!(adf.ordering.names().as_ref().borrow()[3], "d");
-        assert_eq!(adf.ordering.names().as_ref().borrow()[4], "e");
-
-        assert_eq!(adf.ac, vec![Term(3), Term(7), Term(2), Term(11), Term(13)]);
-    }
-
-    #[test]
-    fn serialize() {
-        let parser = AdfParser::default();
-        let input = "s(a).s(c).ac(a,b).ac(b,neg(a)).s(b).ac(c,and(c(v),or(c(f),a))).s(e).s(d).ac(d,iff(imp(a,b),c)).ac(e,xor(d,e)).";
-
-        parser.parse()(input).unwrap();
-        let mut adf = Adf::from_parser(&parser);
-
-        let grounded = adf.grounded();
-
-        let serialized = serde_json::to_string(&adf).unwrap();
-        log::debug!("Serialized to {}", serialized);
-        let result = r#"{"ordering":{"names":["a","c","b","e","d"],"mapping":{"b":2,"a":0,"e":3,"c":1,"d":4}},"bdd":{"nodes":[{"var":18446744073709551614,"lo":0,"hi":0},{"var":18446744073709551615,"lo":1,"hi":1},{"var":0,"lo":0,"hi":1},{"var":1,"lo":0,"hi":1},{"var":2,"lo":0,"hi":1},{"var":3,"lo":0,"hi":1},{"var":4,"lo":0,"hi":1},{"var":0,"lo":1,"hi":0},{"var":0,"lo":1,"hi":4},{"var":1,"lo":1,"hi":0},{"var":2,"lo":1,"hi":0},{"var":1,"lo":10,"hi":4},{"var":0,"lo":3,"hi":11},{"var":3,"lo":1,"hi":0},{"var":4,"lo":1,"hi":0},{"var":3,"lo":6,"hi":14}],"cache":[[{"var":3,"lo":1,"hi":0},13],[{"var":3,"lo":6,"hi":14},15],[{"var":4,"lo":0,"hi":1},6],[{"var":0,"lo":0,"hi":1},2],[{"var":4,"lo":1,"hi":0},14],[{"var":2,"lo":0,"hi":1},4],[{"var":1,"lo":0,"hi":1},3],[{"var":0,"lo":1,"hi":4},8],[{"var":3,"lo":0,"hi":1},5],[{"var":0,"lo":1,"hi":0},7],[{"var":2,"lo":1,"hi":0},10],[{"var":0,"lo":3,"hi":11},12],[{"var":1,"lo":1,"hi":0},9],[{"var":1,"lo":10,"hi":4},11]]},"ac":[4,2,7,15,12]}"#;
-        let mut deserialized: Adf = serde_json::from_str(&result).unwrap();
-        assert_eq!(adf.ac, deserialized.ac);
-        let grounded_import = deserialized.grounded();
-
-        assert_eq!(grounded, grounded_import);
-        assert_eq!(
-            format!("{}", adf.print_interpretation(&grounded)),
-            format!("{}", deserialized.print_interpretation(&grounded_import))
-        );
-    }
-
-    #[test]
-    fn grounded() {
-        let parser = AdfParser::default();
-        parser.parse()("s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,b).ac(c,and(a,b)).ac(d,neg(b)).\ns(e).ac(e,and(b,or(neg(b),c(f)))).s(f).\n\nac(f,xor(a,e)).")
-            .unwrap();
-        let mut adf = Adf::from_parser(&parser);
-        let result = adf.grounded();
-
-        assert_eq!(
-            result,
-            vec![Term(1), Term(3), Term(3), Term(9), Term(0), Term(1)]
-        );
-        assert_eq!(
-            format!("{}", adf.print_interpretation(&result)),
-            "T(a) u(b) u(c) u(d) F(e) T(f) \n"
-        );
-
-        let parser = AdfParser::default();
-        parser.parse()(
-            "s(a).s(b).s(c).s(d).s(e).ac(a,c(v)).ac(b,a).ac(c,b).ac(d,neg(c)).ac(e,and(a,d)).",
-        )
-        .unwrap();
-        let mut adf = Adf::from_parser(&parser);
-        let result = adf.grounded();
-        assert_eq!(result, vec![Term(1), Term(1), Term(1), Term(0), Term(0)]);
-    }
-
-    #[test]
-    fn stable() {
-        let parser = AdfParser::default();
-        parser.parse()("s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,b).ac(c,and(a,b)).ac(d,neg(b)).\ns(e).ac(e,and(b,or(neg(b),c(f)))).s(f).\n\nac(f,xor(a,e)).")
-            .unwrap();
-        let mut adf = Adf::from_parser(&parser);
-
-        let mut stable = adf.stable();
-        assert_eq!(
-            stable.next(),
-            Some(vec![
-                Term::TOP,
-                Term::BOT,
-                Term::BOT,
-                Term::TOP,
-                Term::BOT,
-                Term::TOP
-            ])
-        );
-        assert_eq!(stable.next(), None);
-
-        let parser = AdfParser::default();
-        parser.parse()("s(a).s(b).ac(a,neg(b)).ac(b,neg(a)).").unwrap();
-        let mut adf = Adf::from_parser(&parser);
-        let mut stable = adf.stable();
-
-        assert_eq!(stable.next(), Some(vec![Term::BOT, Term::TOP]));
-        assert_eq!(stable.next(), Some(vec![Term::TOP, Term::BOT]));
-        assert_eq!(stable.next(), None);
-
-        let parser = AdfParser::default();
-        parser.parse()("s(a).s(b).ac(a,b).ac(b,a).").unwrap();
-        let mut adf = Adf::from_parser(&parser);
-
-        assert_eq!(
-            adf.stable().collect::<Vec<_>>(),
-            vec![vec![Term::BOT, Term::BOT]]
-        );
-
-        let parser = AdfParser::default();
-        parser.parse()("s(a).s(b).ac(a,neg(a)).ac(b,a).").unwrap();
-        let mut adf = Adf::from_parser(&parser);
-        assert_eq!(adf.stable().next(), None);
-    }
-
-    #[test]
-    fn complete() {
-        let parser = AdfParser::default();
-        parser.parse()("s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,b).ac(c,and(a,b)).ac(d,neg(b)).\ns(e).ac(e,and(b,or(neg(b),c(f)))).s(f).\n\nac(f,xor(a,e)).")
-            .unwrap();
-        let mut adf = Adf::from_parser(&parser);
-
-        assert_eq!(
-            adf.complete().next(),
-            Some(vec![Term(1), Term(3), Term(3), Term(9), Term(0), Term(1)])
-        );
-
-        assert_eq!(
-            adf.complete().collect::<Vec<_>>(),
-            [
-                [Term(1), Term(3), Term(3), Term(9), Term(0), Term(1)],
-                [Term(1), Term(1), Term(1), Term(0), Term(0), Term(1)],
-                [Term(1), Term(0), Term(0), Term(1), Term(0), Term(1)]
-            ]
-        );
-    }
-
-    #[test]
-    fn complete2() {
-        let parser = AdfParser::default();
-        parser.parse()("s(a).s(b).s(c).s(d).ac(a,c(v)).ac(b,b).ac(c,and(a,b)).ac(d,neg(b)).")
-            .unwrap();
-        let mut adf = Adf::from_parser(&parser);
-        assert_eq!(
-            adf.complete().collect::<Vec<_>>(),
-            [
-                [Term(1), Term(3), Term(3), Term(7)],
-                [Term(1), Term(1), Term(1), Term(0)],
-                [Term(1), Term(0), Term(0), Term(1)]
-            ]
-        );
-        let printer = adf.print_dictionary();
-        for model in adf.complete() {
-            println!("{}", printer.print_interpretation(&model));
-        }
-    }
-}

src/bin/adf_bdd.rs

@@ -1,193 +0,0 @@
-use std::{fs::File, path::PathBuf};
-
-use adf_bdd::adf::Adf;
-use adf_bdd::adfbiodivine::Adf as BdAdf;
-
-use adf_bdd::parser::AdfParser;
-use clap::{crate_authors, crate_description, crate_name, crate_version};
-
-use structopt::StructOpt;
-
-#[derive(StructOpt, Debug)]
-#[structopt(name = crate_name!(), about = crate_description!(), author = crate_authors!(), version = crate_version!())]
-struct App {
-    /// Input filename
-    #[structopt(parse(from_os_str))]
-    input: PathBuf,
-    /// Sets the verbosity to 'warn', 'info', 'debug' or 'trace' if -v and -q are not use
-    #[structopt(long = "rust_log", env)]
-    rust_log: Option<String>,
-    /// choose the bdd implementation of either 'biodivine', 'naive', or hybrid
-    #[structopt(long = "lib", default_value = "biodivine")]
-    implementation: String,
-    /// Sets log verbosity (multiple times means more verbose)
-    #[structopt(short, parse(from_occurrences), group = "verbosity")]
-    verbose: u8,
-    /// Sets log verbosity to only errors
-    #[structopt(short, group = "verbosity")]
-    quiet: bool,
-    /// Sorts variables in an lexicographic manner
-    #[structopt(long = "lx", group = "sorting")]
-    sort_lex: bool,
-    /// Sorts variables in an alphanumeric manner
-    #[structopt(long = "an", group = "sorting")]
-    sort_alphan: bool,
-    /// Compute the grounded model
-    #[structopt(long = "grd")]
-    grounded: bool,
-    /// Compute the stable models
-    #[structopt(long = "stm")]
-    stable: bool,
-    /// Compute the complete models
-    #[structopt(long = "com")]
-    complete: bool,
-    /// Import an adf- bdd state instead of an adf
-    #[structopt(long)]
-    import: bool,
-    /// Export the adf-bdd state after parsing and BDD instantiation to the given filename
-    #[structopt(long)]
-    export: Option<PathBuf>,
-}
-
-impl App {
-    fn run(&self) {
-        let filter_level = match self.verbose {
-            1 => log::LevelFilter::Info,
-            2 => log::LevelFilter::Debug,
-            3 => log::LevelFilter::Trace,
-            _ => {
-                if self.quiet {
-                    log::LevelFilter::Error
-                } else if let Some(rust_log) = self.rust_log.clone() {
-                    match rust_log.as_str() {
-                        "error" => log::LevelFilter::Error,
-                        "info" => log::LevelFilter::Info,
-                        "debug" => log::LevelFilter::Debug,
-                        "trace" => log::LevelFilter::Trace,
-                        _ => log::LevelFilter::Warn,
-                    }
-                } else {
-                    log::LevelFilter::Warn
-                }
-            }
-        };
-        env_logger::builder().filter_level(filter_level).init();
-        log::info!("Version: {}", crate_version!());
-        let input = std::fs::read_to_string(self.input.clone()).expect("Error Reading File");
-        match self.implementation.as_str() {
-            "hybrid" => {
-                let parser = adf_bdd::parser::AdfParser::default();
-                parser.parse()(&input).unwrap();
-                log::info!("[Done] parsing");
-                if self.sort_lex {
-                    parser.varsort_lexi();
-                }
-                if self.sort_alphan {
-                    parser.varsort_alphanum();
-                }
-                let adf = BdAdf::from_parser(&parser);
-                if self.grounded {
-                    let grounded = adf.grounded();
-                    print!("{}", adf.print_interpretation(&grounded));
-                }
-
-                let mut naive_adf = adf.hybrid_step();
-                let printer = naive_adf.print_dictionary();
-                if self.complete {
-                    for model in naive_adf.complete() {
-                        print!("{}", printer.print_interpretation(&model));
-                    }
-                }
-
-                if self.stable {
-                    for model in naive_adf.stable() {
-                        print!("{}", printer.print_interpretation(&model));
-                    }
-                }
-            }
-            "biodivine" => {
-                let parser = adf_bdd::parser::AdfParser::default();
-                parser.parse()(&input).unwrap();
-                log::info!("[Done] parsing");
-                if self.sort_lex {
-                    parser.varsort_lexi();
-                }
-                if self.sort_alphan {
-                    parser.varsort_alphanum();
-                }
-                let adf = BdAdf::from_parser(&parser);
-                if self.grounded {
-                    let grounded = adf.grounded();
-                    print!("{}", adf.print_interpretation(&grounded));
-                }
-
-                if self.complete {
-                    for model in adf.complete() {
-                        print!("{}", adf.print_interpretation(&model));
-                    }
-                }
-
-                if self.stable {
-                    for model in adf.stable() {
-                        print!("{}", adf.print_interpretation(&model));
-                    }
-                }
-            }
-            _ => {
-                let mut adf = if self.import {
-                    serde_json::from_str(&input).unwrap()
-                } else {
-                    let parser = AdfParser::default();
-                    parser.parse()(&input).unwrap();
-                    log::info!("[Done] parsing");
-                    if self.sort_lex {
-                        parser.varsort_lexi();
-                    }
-                    if self.sort_alphan {
-                        parser.varsort_alphanum();
-                    }
-                    Adf::from_parser(&parser)
-                };
-                if let Some(export) = &self.export {
-                    if export.exists() {
-                        log::error!(
-                            "Cannot write JSON file <{}>, as it already exists",
-                            export.to_string_lossy()
-                        );
-                    } else {
-                        let export_file = match File::create(&export) {
-                            Err(reason) => {
-                                panic!("couldn't create {}: {}", export.to_string_lossy(), reason)
-                            }
-                            Ok(file) => file,
-                        };
-                        serde_json::to_writer(export_file, &adf).unwrap_or_else(|_| {
-                            panic!("Writing JSON file {} failed", export.to_string_lossy())
-                        });
-                    }
-                }
-                if self.grounded {
-                    let grounded = adf.grounded();
-                    print!("{}", adf.print_interpretation(&grounded));
-                }
-                if self.complete {
-                    let printer = adf.print_dictionary();
-                    for model in adf.complete() {
-                        print!("{}", printer.print_interpretation(&model));
-                    }
-                }
-                if self.stable {
-                    let printer = adf.print_dictionary();
-                    for model in adf.stable() {
-                        print!("{}", printer.print_interpretation(&model));
-                    }
-                }
-            }
-        }
-    }
-}
-
-fn main() {
-    let app = App::from_args();
-    app.run();
-}

src/datatypes.rs

@@ -1,4 +0,0 @@
-//! A collection of all the necessary datatypes of the system.
-pub mod adf;
-mod bdd;
-pub use bdd::*;

src/lib.rs

@@ -1,98 +0,0 @@
-//! This library contains an efficient representation of `Abstract Dialectical Frameworks (ADf)` by utilising an implementation of `Ordered Binary Decision Diagrams (OBDD)`
-//!
-//! # Abstract Dialectical Frameworks
-//! An `abstract dialectical framework` consists of abstract statements. Each statement has an unique label and might be related to other statements (s) in the ADF. This relation is defined by a so-called acceptance condition (ac), which intuitively is a propositional formula, where the variable symbols are the labels of the statements. An interpretation is a three valued function which maps to each statement a truth value (true, false, undecided). We call such an interpretation a model, if each acceptance condition agrees to the interpration.
-//! # Ordered Binary Decision Diagram
-//! An `ordered binary decision diagram` is a normalised representation of binary functions, where satisfiability- and validity checks can be done relatively cheap.
-//!
-//! Note that one advantage of this implementation is that only one oBDD is used for all acceptance conditions. This can be done because all of them have the identical signature (i.e. the set of all statements + top and bottom concepts).
-//! Due to this uniform representation reductions on subformulae which are shared by two or more statements only need to be computed once and is already cached in the data structure for further applications.
-//!
-//! # Usage
-//! ```
-//! USAGE:
-//!     adf_bdd [FLAGS] [OPTIONS] <input>
-//!
-//! FLAGS:
-//!         --com        Compute the complete models
-//!         --grd        Compute the grounded model
-//!     -h, --help       Prints help information
-//!         --import     Import an adf- bdd state instead of an adf
-//!     -q               Sets log verbosity to only errors
-//!         --an         Sorts variables in an alphanumeric manner
-//!         --lx         Sorts variables in an lexicographic manner
-//!         --stm        Compute the stable models
-//!     -V, --version    Prints version information
-//!     -v               Sets log verbosity (multiple times means more verbose)
-//!
-//! OPTIONS:
-//!         --export <export>         Export the adf-bdd state after parsing and BDD instantiation to the given filename
-//!         --lib <implementation>    choose the bdd implementation of either 'biodivine', 'naive', or hybrid [default:
-//!                                   biodivine]
-//!         --rust_log <rust-log>     Sets the verbosity to 'warn', 'info', 'debug' or 'trace' if -v and -q are not use
-//!                                   [env: RUST_LOG=debug]
-//!
-//! ARGS:
-//!     <input>    Input filename
-//! ```
-//!
-//! Note that import and export only works if the naive library is chosen
-//!
-//! Right now there is no additional information to the computed models, so if you use --com --grd --stm the borders between the results are not obviously communicated.
-//! They can be easily identified though:
-//! - The computation is always in the same order
-//!   - grd
-//!   - com
-//!   - stm
-//! - We know that there is always exactly one grounded model
-//! - We know that there always exist at least one complete model (i.e. the grounded one)
-//! - We know that there does not need to exist a stable model
-//! - We know that every stable model is a complete model too
-//!
-//! # Input-file format:
-//! Each statement is defined by an ASP-style unary predicate s, where the enclosed term represents the label of the statement.
-//! The binary predicate ac relates each statement to one propositional formula in prefix notation, with the logical operations and constants as follows:
-//! - and(x,y): conjunction
-//! - or(x,y): disjunctin
-//! - iff(x,Y): if and only if
-//! - xor(x,y): exclusive or
-//! - neg(x): classical negation
-//! - c(v): constant symbol "verum" - tautology/top
-//! - c(f): constant symbol "falsum" - inconsistency/bot
-
-//! ## Example input file:
-//! ```prolog
-//! s(a).
-//! s(b).
-//! s(c).
-//! s(d).
-//!
-//! ac(a,c(v)).
-//! ac(b,or(a,b)).
-//! ac(c,neg(b)).
-//! ac(d,d).
-//! ```
-#![deny(
-    missing_debug_implementations,
-    missing_copy_implementations,
-    missing_copy_implementations,
-    trivial_casts,
-    trivial_numeric_casts,
-    unsafe_code
-)]
-#![warn(
-    missing_docs,
-    unused_import_braces,
-    unused_qualifications,
-    unused_extern_crates,
-    variant_size_differences
-)]
-
-pub mod adf;
-pub mod adfbiodivine;
-pub mod datatypes;
-pub mod obdd;
-pub mod parser;
-#[cfg(test)]
-mod test;
-//pub mod obdd2;

src/obdd.rs

@@ -1,245 +0,0 @@
-//! Represents an obdd
-pub mod vectorize;
-use crate::datatypes::*;
-use serde::{Deserialize, Serialize};
-use std::{cmp::min, collections::HashMap, fmt::Display};
-
-#[derive(Debug, Serialize, Deserialize)]
-pub(crate) struct Bdd {
-    pub(crate) nodes: Vec<BddNode>,
-    #[serde(with = "vectorize")]
-    cache: HashMap<BddNode, Term>,
-}
-
-impl Display for Bdd {
-    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
-        writeln!(f, " ")?;
-        for (idx, elem) in self.nodes.iter().enumerate() {
-            writeln!(f, "{} {}", idx, *elem)?;
-        }
-        Ok(())
-    }
-}
-
-impl Bdd {
-    pub fn new() -> Self {
-        Self {
-            nodes: vec![BddNode::bot_node(), BddNode::top_node()],
-            cache: HashMap::new(),
-        }
-    }
-
-    pub fn variable(&mut self, var: Var) -> Term {
-        self.node(var, Term::BOT, Term::TOP)
-    }
-
-    pub fn constant(val: bool) -> Term {
-        if val {
-            Term::TOP
-        } else {
-            Term::BOT
-        }
-    }
-
-    pub fn not(&mut self, term: Term) -> Term {
-        self.if_then_else(term, Term::BOT, Term::TOP)
-    }
-
-    pub fn and(&mut self, term_a: Term, term_b: Term) -> Term {
-        self.if_then_else(term_a, term_b, Term::BOT)
-    }
-
-    pub fn or(&mut self, term_a: Term, term_b: Term) -> Term {
-        self.if_then_else(term_a, Term::TOP, term_b)
-    }
-
-    pub fn imp(&mut self, term_a: Term, term_b: Term) -> Term {
-        self.if_then_else(term_a, term_b, Term::TOP)
-    }
-
-    pub fn iff(&mut self, term_a: Term, term_b: Term) -> Term {
-        let not_b = self.not(term_b);
-        self.if_then_else(term_a, term_b, not_b)
-    }
-
-    pub fn xor(&mut self, term_a: Term, term_b: Term) -> Term {
-        let not_b = self.not(term_b);
-        self.if_then_else(term_a, not_b, term_b)
-    }
-
-    pub fn restrict(&mut self, tree: Term, var: Var, val: bool) -> Term {
-        let node = self.nodes[tree.0];
-        #[allow(clippy::collapsible_else_if)]
-        // Readability of algorithm > code-elegance
-        if node.var() > var || node.var() >= Var::BOT {
-            tree
-        } else if node.var() < var {
-            let lonode = self.restrict(node.lo(), var, val);
-            let hinode = self.restrict(node.hi(), var, val);
-            self.node(node.var(), lonode, hinode)
-        } else {
-            if val {
-                self.restrict(node.hi(), var, val)
-            } else {
-                self.restrict(node.lo(), var, val)
-            }
-        }
-    }
-
-    fn if_then_else(&mut self, i: Term, t: Term, e: Term) -> Term {
-        if i == Term::TOP {
-            t
-        } else if i == Term::BOT {
-            e
-        } else if t == e {
-            t
-        } else if t == Term::TOP && e == Term::BOT {
-            i
-        } else {
-            let minvar = Var(min(
-                self.nodes[i.value()].var().value(),
-                min(
-                    self.nodes[t.value()].var().value(),
-                    self.nodes[e.value()].var().value(),
-                ),
-            ));
-            let itop = self.restrict(i, minvar, true);
-            let ttop = self.restrict(t, minvar, true);
-            let etop = self.restrict(e, minvar, true);
-            let ibot = self.restrict(i, minvar, false);
-            let tbot = self.restrict(t, minvar, false);
-            let ebot = self.restrict(e, minvar, false);
-
-            let top_ite = self.if_then_else(itop, ttop, etop);
-            let bot_ite = self.if_then_else(ibot, tbot, ebot);
-            self.node(minvar, bot_ite, top_ite)
-        }
-    }
-    pub fn node(&mut self, var: Var, lo: Term, hi: Term) -> Term {
-        if lo == hi {
-            lo
-        } else {
-            let node = BddNode::new(var, lo, hi);
-            match self.cache.get(&node) {
-                Some(t) => *t,
-                None => {
-                    let new_term = Term(self.nodes.len());
-                    self.nodes.push(node);
-                    self.cache.insert(node, new_term);
-                    new_term
-                }
-            }
-        }
-    }
-}
-
-#[cfg(test)]
-mod test {
-    use super::*;
-
-    #[test]
-    fn newbdd() {
-        let bdd = Bdd::new();
-        assert_eq!(bdd.nodes.len(), 2);
-    }
-
-    #[test]
-    fn addconst() {
-        let bdd = Bdd::new();
-
-        assert_eq!(Bdd::constant(true), Term::TOP);
-        assert_eq!(Bdd::constant(false), Term::BOT);
-        assert_eq!(bdd.nodes.len(), 2);
-    }
-
-    #[test]
-    fn addvar() {
-        let mut bdd = Bdd::new();
-        assert_eq!(bdd.variable(Var(0)), Term(2));
-        assert_eq!(bdd.variable(Var(1)), Term(3));
-        assert_eq!(Var(1), Var(1));
-        bdd.variable(Var(0));
-        assert_eq!(bdd.variable(Var(0)), Term(2));
-    }
-
-    #[test]
-    fn use_negation() {
-        let mut bdd = Bdd::new();
-        let v1 = bdd.variable(Var(0));
-        assert_eq!(v1, 2.into());
-        assert_eq!(bdd.not(v1), Term(3));
-    }
-
-    #[test]
-    fn use_add() {
-        let mut bdd = Bdd::new();
-        let v1 = bdd.variable(Var(0));
-        let v2 = bdd.variable(Var(1));
-        let v3 = bdd.variable(Var(2));
-
-        let a1 = bdd.and(v1, v2);
-        let a2 = bdd.and(a1, v3);
-        assert_eq!(a2, Term(7));
-    }
-
-    #[test]
-    fn use_or() {
-        let mut bdd = Bdd::new();
-
-        let v1 = bdd.variable(Var(0));
-        let v2 = bdd.variable(Var(1));
-        let v3 = bdd.variable(Var(2));
-
-        let a1 = bdd.and(v1, v2);
-        let a2 = bdd.or(a1, v3);
-        assert_eq!(a2, Term(7));
-    }
-
-    #[test]
-    fn produce_different_conversions() {
-        let mut bdd = Bdd::new();
-
-        let v1 = bdd.variable(Var(0));
-        let v2 = bdd.variable(Var(1));
-
-        assert_eq!(v1, Term(2));
-        assert_eq!(v2, Term(3));
-
-        let t1 = bdd.and(v1, v2);
-        let nt1 = bdd.not(t1);
-        let ft = bdd.or(v1, nt1);
-
-        assert_eq!(ft, Term::TOP);
-
-        let v3 = bdd.variable(Var(2));
-        let nv3 = bdd.not(v3);
-        assert_eq!(bdd.and(v3, nv3), Term::BOT);
-
-        let conj = bdd.and(v1, v2);
-        assert_eq!(bdd.restrict(conj, Var(0), false), Term::BOT);
-        assert_eq!(bdd.restrict(conj, Var(0), true), v2);
-
-        let a = bdd.and(v3, v2);
-        let b = bdd.or(v2, v1);
-
-        let con1 = bdd.and(a, conj);
-
-        let end = bdd.or(con1, b);
-        let x = bdd.restrict(end, Var(1), false);
-        assert_eq!(x, Term(2));
-    }
-
-    #[test]
-    fn display() {
-        let mut bdd = Bdd::new();
-
-        let v1 = bdd.variable(Var(0));
-        let v2 = bdd.variable(Var(1));
-        let v3 = bdd.variable(Var(2));
-
-        let a1 = bdd.and(v1, v2);
-        let _a2 = bdd.or(a1, v3);
-
-        assert_eq!(format!("{}", bdd), " \n0 BddNode: Var(18446744073709551614), lo: Term(0), hi: Term(0)\n1 BddNode: Var(18446744073709551615), lo: Term(1), hi: Term(1)\n2 BddNode: Var(0), lo: Term(0), hi: Term(1)\n3 BddNode: Var(1), lo: Term(0), hi: Term(1)\n4 BddNode: Var(2), lo: Term(0), hi: Term(1)\n5 BddNode: Var(0), lo: Term(0), hi: Term(3)\n6 BddNode: Var(1), lo: Term(4), hi: Term(1)\n7 BddNode: Var(0), lo: Term(4), hi: Term(6)\n");
-    }
-}

tests/test_template

@@ -1,20 +0,0 @@
-#[test]
-fn {name}() {{
-    let resource = "{path}";
-    log::debug!("resource: {{}}", resource);
-    let grounded = "{grounded}";
-    log::debug!("Grounded: {{}}", grounded);
-    let parser = AdfParser::default();
-    let expected_result = std::fs::read_to_string(grounded);
-    assert!(expected_result.is_ok());
-    let input = std::fs::read_to_string(resource).unwrap();
-    parser.parse()(&input).unwrap();
-    parser.varsort_alphanum();
-    let adf = Adf::from_parser(&parser);
-    let grounded = adf.grounded();
-    assert_eq!(
-        format!("{{}}", adf.print_interpretation(&grounded)),
-        format!("{{}}\n",expected_result.unwrap())
-    );
-}}
-