Implementation ZNE + Fix pyquil issues + Qiskit deprecations

.github/workflows/publish.yml

@@ -19,7 +19,7 @@ jobs:
     - name: Set up Python
       uses: actions/setup-python@v4
       with:
-        python-version: 3.8
+        python-version: 3.9
 
     - name: Check-out repository
       uses: actions/checkout@v3

.github/workflows/test_dev.yml

@@ -23,7 +23,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v3
         with:
-          python-version: 3.8
+          python-version: 3.9
       - name: Log in with Azure
         uses: azure/login@v1
         with:
@@ -34,7 +34,7 @@ jobs:
           python -m venv env
           source env/bin/activate
           python -m pip install --upgrade pip
-          make dev-install-tests
+          make dev-install-tests-cplex
           pip install ipykernel
       - name: Setup IBMQ account
         env:
@@ -63,7 +63,7 @@ jobs:
         run: |
           source env/bin/activate
           ipython kernel install --name "env" --user
-          pytest tests/ src/openqaoa-core/tests src/openqaoa-azure/tests src/openqaoa-braket/tests src/openqaoa-qiskit/tests -m 'not (qpu or sim)' --cov -n auto
+          pytest tests/ src/*/tests -m 'not (qpu or sim)' --cov -n auto
       - name: Upload coverage reports to Codecov with GitHub Action
         uses: codecov/codecov-action@v3
         with:
@@ -81,7 +81,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v3
         with:
-          python-version: 3.8
+          python-version: 3.9
 
       - name: Install OpenQAOA
         run: |

.github/workflows/test_dev_ext.yml

@@ -23,7 +23,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v3
         with:
-          python-version: 3.8
+          python-version: 3.9
       - name: Install qvm
         run: |
           find /usr/lib -name "libffi.so*"
@@ -53,7 +53,7 @@ jobs:
         run: |
           source env/bin/activate
           ipython kernel install --name "env" --user
-          pytest tests/ src/*/tests/ -v -m 'not (qpu or docker_aws or api or sim or braket_api)'
+          pytest tests/ src/*/tests/ -v -m 'not (qpu or docker_aws or api or sim or braket_api or cplex)'
 
   docs-ext:
     runs-on: ubuntu-latest
@@ -66,7 +66,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v3
         with:
-          python-version: 3.8
+          python-version: 3.9
 
       - name: Install OpenQAOA
         run: |

.github/workflows/test_main_linux.yml

@@ -15,7 +15,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest]
-        python: ['3.8', '3.9', '3.10']
+        python: ['3.9', '3.10']
     # The type of runner that the job will run on
     runs-on:  ${{ matrix.os }}
 
@@ -38,7 +38,7 @@ jobs:
           python -m venv env
           source env/bin/activate
           python -m pip install --upgrade pip
-          make dev-install-tests
+          make dev-install-tests-cplex
           pip install ipykernel
       - name: Setup IBMQ account
         env:
@@ -67,7 +67,7 @@ jobs:
         run: |
           source env/bin/activate
           ipython kernel install --name "env" --user
-          pytest tests/ src/openqaoa-core/tests src/openqaoa-azure/tests src/openqaoa-braket/tests src/openqaoa-qiskit/tests -m 'not (qpu or sim)' --cov --cov-report=xml:coverage.xml
+          pytest tests/ src/*/tests -m 'not (qpu or sim)' --cov --cov-report=xml:coverage.xml
 
       - name: Upload coverage reports to Codecov with GitHub Action
         uses: codecov/codecov-action@v3
@@ -86,7 +86,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v3
         with:
-          python-version:  3.8
+          python-version:  3.9
 
       - name: Install OpenQAOA
         run: |

.github/workflows/test_main_macos.yml

@@ -11,7 +11,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python: ['3.8', '3.9', '3.10']
+        python: ['3.9', '3.10']
         forest-sdk-version: ['2.23.0']
 
     runs-on: macos-latest
@@ -56,4 +56,4 @@ jobs:
         run: |
           source env/bin/activate
           ipython kernel install --user --name "env"
-          pytest tests/ src/openqaoa-core/tests src/openqaoa-azure/tests src/openqaoa-braket/tests src/openqaoa-qiskit/tests -m 'not (qpu or api or docker_aws or braket_api or sim)'
+          pytest tests/ src/*/tests -m 'not (qpu or api or docker_aws or braket_api or sim or cplex)'

.github/workflows/test_main_windows.yml

@@ -12,7 +12,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python: ['3.8', '3.9', '3.10']  
+        python: ['3.9', '3.10']  
         forest-sdk-version: [2.23.0]
 
     # Run on a Windows machine
@@ -63,5 +63,5 @@ jobs:
         run: |
           .\env\Scripts\Activate.ps1
           ipython kernel install --name "env" --user
-          pytest tests/ src/openqaoa-core/tests src/openqaoa-azure/tests src/openqaoa-braket/tests src/openqaoa-qiskit/tests -m 'not (qpu or api or docker_aws or braket_api or sim)'
-          Get-ChildItem -Directory | ForEach-Object { pytest $_.FullName -m 'not (qpu or api or docker_aws or braket_api or sim)'}
+          pytest tests/ src/*/tests -m 'not (qpu or api or docker_aws or braket_api or sim or cplex)'
+          Get-ChildItem -Directory | ForEach-Object { pytest $_.FullName -m 'not (qpu or api or docker_aws or braket_api or sim or cplex)'}

.github/workflows/test_pypi.yml

@@ -11,7 +11,7 @@ jobs:
         fail-fast: false
         matrix:
           os: [ubuntu-latest]
-          python: ['3.8', '3.9', '3.10']
+          python: ['3.9', '3.10']
     # The type of runner that the job will run on
     runs-on:  ${{ matrix.os }}
 

.github/workflows/test_pypi_prerelease.yml

@@ -11,7 +11,7 @@ jobs:
         fail-fast: false
         matrix:
           os: [ubuntu-latest]
-          python: ['3.8', '3.9', '3.10', '3.11']
+          python: ['3.9', '3.10', '3.11']
     # The type of runner that the job will run on
     runs-on:  ${{ matrix.os }}
 

.gitignore

@@ -138,4 +138,7 @@ dmypy.json
 braket-job*/
 
 # Visual Studio code
-.vscode/
+.vscode/
+
+debug.txt
+debug_copy.txt

Makefile

@@ -5,7 +5,7 @@
 local-install:
 	pip install ./src/openqaoa-core
 	pip install ./src/openqaoa-qiskit
-#	pip install ./src/openqaoa-pyquil
+	pip install ./src/openqaoa-pyquil
 	pip install ./src/openqaoa-braket
 	pip install ./src/openqaoa-azure
 	pip install .
@@ -14,7 +14,7 @@ local-install:
 dev-install:
 	pip install -e ./src/openqaoa-core
 	pip install -e ./src/openqaoa-qiskit
-#	pip install -e ./src/openqaoa-pyquil
+	pip install -e ./src/openqaoa-pyquil
 	pip install -e ./src/openqaoa-braket
 	pip install -e ./src/openqaoa-azure
 	pip install -e .
@@ -23,7 +23,16 @@ dev-install:
 dev-install-tests:
 	pip install -e ./src/openqaoa-core[tests]
 	pip install -e ./src/openqaoa-qiskit
-#	pip install -e ./src/openqaoa-pyquil
+	pip install -e ./src/openqaoa-pyquil
+	pip install -e ./src/openqaoa-braket
+	pip install -e ./src/openqaoa-azure
+	pip install -e .
+
+.PHONY: dev-install-tests-cplex
+dev-install-tests-cplex:
+	pip install -e ./src/openqaoa-core[tests-cplex]
+	pip install -e ./src/openqaoa-qiskit
+	pip install -e ./src/openqaoa-pyquil
 	pip install -e ./src/openqaoa-braket
 	pip install -e ./src/openqaoa-azure
 	pip install -e .
@@ -32,7 +41,7 @@ dev-install-tests:
 dev-install-docs:
 	pip install -e ./src/openqaoa-core[docs]
 	pip install -e ./src/openqaoa-qiskit
-#	pip install -e ./src/openqaoa-pyquil
+	pip install -e ./src/openqaoa-pyquil
 	pip install -e ./src/openqaoa-braket
 	pip install -e ./src/openqaoa-azure
 	pip install -e .
@@ -41,7 +50,7 @@ dev-install-docs:
 dev-install-all:
 	pip install -e ./src/openqaoa-core[all]
 	pip install -e ./src/openqaoa-qiskit
-#	pip install -e ./src/openqaoa-pyquil
+	pip install -e ./src/openqaoa-pyquil
 	pip install -e ./src/openqaoa-braket
 	pip install -e ./src/openqaoa-azure
 	pip install -e .

README.md

@@ -20,6 +20,7 @@
 # OpenQAOA
 
 A multi-backend python library for quantum optimization using QAOA on Quantum computers and Quantum computer simulators. Check out the OpenQAOA website at [https://openqaoa.entropicalabs.com/](https://openqaoa.entropicalabs.com/)
+
 
 **OpenQAOA is currently in OpenBeta.**
 

_version.py

@@ -1 +1 @@
-__version__ = "0.2.5"
+__version__ = "0.2.6"

docs/source/index.rst

@@ -304,7 +304,7 @@ Contents
    notebooks/13_optimizers.ipynb
    notebooks/14_qaoa_benchmark.ipynb
    notebooks/X_dumping_data.ipynb
-
+   notebooks/15_Zero_Noise_Extrapolation.ipynb
 
 Indices and tables
 ==================

examples/04_qaoa_variational_parameters.ipynb

@@ -165,9 +165,9 @@
    "source": [
     "For instance, for a depth-2 circuit the corresponding unitary operator would then become:\n",
     "\n",
-    "\\begin{multline}\n",
-    "U(\\beta ,\\gamma ,\\Gamma )=exp(i\\sum_j\\beta^{(2)}_jX_j)exp(−i\\sum_{j∈s}\\gamma^{(2)}_jh_jZ_j− \\\\ (i/2)\\sum_{j,k∈\\Pi}\\Gamma^{(2)}_{jk}g_{jk}Z_jZ_k)exp(i\\sum_j\\beta^{(1)}_jX_j) \\\\ exp(−i\\sum_{j∈s}\\gamma^{(1)}_jh_jZ_j−(i/2)\\sum_{j,k∈\\Pi}\\Gamma^{(1)}_{jk}g_{jk}Z_jZ_k)\n",
-    "\\end{multline}"
+    "\\begin{align*}\n",
+    "U(\\beta ,\\gamma ,\\Gamma )=&\\text{exp}{\\Big(i\\sum_j\\beta^{(2)}_jX_j\\Big)}\\cdot \\text{exp}{\\Bigg(−i\\sum_{j∈s}\\gamma^{(2)}_jh_jZ_j− (i/2)\\sum_{j,k∈\\Pi}\\Gamma^{(2)}_{jk}g_{jk}Z_jZ_k\\Bigg)} \\\\ &\\qquad\\qquad\\qquad\\cdot\\text{exp}{\\Big(i\\sum_j\\beta^{(1)}_jX_j\\Big)}\\cdot\\text{exp}{\\Bigg(−i\\sum_{j∈s}\\gamma^{(1)}_jh_jZ_j−(i/2)\\sum_{j,k∈\\Pi}\\Gamma^{(1)}_{jk}g_{jk}Z_jZ_k\\Bigg)}\n",
+    "\\end{align*}"
    ]
   },
   {
@@ -254,8 +254,8 @@
        "Standard Parameterisation:\n",
        "\tp: 1\n",
        "Variational Parameters:\n",
-       "\tbetas: [0.67825497]\n",
-       "\tgammas: [1.33848011]"
+       "\tbetas: [0.76515737]\n",
+       "\tgammas: [2.96213888]"
       ]
      },
      "execution_count": 4,
@@ -309,10 +309,10 @@
        "Extended Parameterisation:\n",
        "\tp: 1\n",
        "Parameters:\n",
-       "\tbetas_singles: [[1.93258376 1.75922895 2.027917  ]]\n",
+       "\tbetas_singles: [[2.95554443 1.63009578 2.5532    ]]\n",
        "\tbetas_pairs: []\n",
-       "\tgammas_singles: [[0.79981656]]\n",
-       "\tgammas_pairs: [[1.25608449 2.33059942]]"
+       "\tgammas_singles: [[2.19785279]]\n",
+       "\tgammas_pairs: [[0.92556918 1.88298698]]"
       ]
      },
      "execution_count": 5,
@@ -687,9 +687,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "fix_qiskit_and_deprecations",
    "language": "python",
-   "name": "oq_reviews"
+   "name": "fix_qiskit_and_deprecations"
   },
   "language_info": {
    "codemirror_mode": {
@@ -701,7 +701,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.10.13"
   },
   "vscode": {
    "interpreter": {