diff --git a/.github/workflows/notebook-test.yml b/.github/workflows/notebook-test.yml index 046ceaa1f2d..b2de7ab24d7 100644 --- a/.github/workflows/notebook-test.yml +++ b/.github/workflows/notebook-test.yml @@ -12,15 +12,32 @@ name: Test notebooks on: + # Three event types can trigger this workflow: + # 1. Pull request + # On creating or pushing to a PR branch, this action runs any changed + # notebooks and reports pass / fail. This is to catch broken code + # examples. + # 2. Labeled + # On adding an `🤖 Auto execute` label (id: 6409509633) to a PR, this + # workflow executes any changed notebooks, then pushes the updates to the + # PR branch. This makes it easy to quickly get notebooks executed in the + # CI environment. + # 3. Workflow dispatch + # When triggered by a workflow_dispatch event, we execute all notebooks, + # and make a PR to the branch with the updated notebooks. This is handy + # when upgrading qiskit package versions. pull_request: paths: - "docs/**/*.ipynb" - "!docs/api/**/*" + types: [opened, synchronize, labeled] + issue_comment: workflow_dispatch: jobs: execute: name: Execute notebooks runs-on: ubuntu-latest + if: github.event.action != 'labeled' || github.event.label.id == 6409509633 steps: - uses: actions/checkout@v4 - uses: actions/setup-python@v4 @@ -29,6 +46,7 @@ jobs: cache: "pip" - name: Get all changed files + if: github.event_name == 'pull_request' id: all-changed-files uses: tj-actions/changed-files@af2816c65436325c50621100d67f6e853cd1b0f1 with: @@ -36,6 +54,7 @@ jobs: separator: "\n" - name: Check for notebooks that require LaTeX + if: github.event_name == 'pull_request' id: latex-changed-files uses: tj-actions/changed-files@af2816c65436325c50621100d67f6e853cd1b0f1 with: @@ -44,7 +63,7 @@ jobs: docs/build/circuit-visualization.ipynb - name: Install LaTeX dependencies - if: steps.latex-changed-files.outputs.any_changed == 'true' + if: github.event_name == 'workflow_dispatch' || steps.latex-changed-files.outputs.any_changed == 'true' run: | sudo apt-get update sudo apt-get install texlive-pictures texlive-latex-extra poppler-utils @@ -55,7 +74,7 @@ jobs: run: pip install qiskit-ibm-runtime tox - name: Save IBM Quantum account - if: ${{ github.event.pull_request.head.repo.full_name == github.repository }} + if: github.event_name == 'workflow_dispatch' || github.event.pull_request.head.repo.full_name == github.repository shell: python run: | # This saves the result for qiskit-ibm-provider too @@ -73,7 +92,8 @@ jobs: path: ".tox" key: ${{ hashFiles('scripts/nb-tester/requirements.txt') }} - - name: Run tox + - name: Run tox on changed files + if: github.event_name == 'pull_request' shell: python run: | import subprocess @@ -81,8 +101,47 @@ jobs: args = ["tox", "--"] + files.split("\n") + ["--write"] subprocess.run(args, check=True) + - name: Run tox on all files + if: github.event_name == 'workflow_dispatch' + run: tox -- --write + - name: Upload executed notebooks + if: github.event_name == 'pull_request' && github.event.action != 'labeled' uses: actions/upload-artifact@v4 with: name: Executed notebooks path: ${{ steps.all-changed-files.outputs.all_changed_files }} + + - name: Push to branch + if: github.event.action == 'labeled' + run: | + git config user.name github-actions + git config user.email github-actions@github.com + git add **/*.ipynb + git commit -m "Execute notebooks" --allow-empty + git push origin HEAD:${{ github.head_ref }} + + - name: Remove label from PR + uses: actions/github-script@v6 + if: github.event.action == 'labeled' + with: + script: | + github.rest.issues.removeLabel({ + issue_number: ${{ github.event.number }}, + owner: context.repo.owner, + repo: context.repo.repo, + name: ["${{ github.event.label.name }}"] + }) + + - name: Create pull request + if: github.event_name == 'workflow_dispatch' + uses: peter-evans/create-pull-request@5b5eb8d8d0d7f95a473039666b7a2ee417ab24e1 + with: + title: "[Bot] Execute notebooks" + commit-message: Re-run all notebooks + branch: ACTIONS/${{ github.run_id }} + body: | + Executes notebooks. + + > [!NOTE] + > This pull request was created by a GitHub action. diff --git a/docs/build/circuit-library.ipynb b/docs/build/circuit-library.ipynb index 79f6c992e5d..550304f6da9 100644 --- a/docs/build/circuit-library.ipynb +++ b/docs/build/circuit-library.ipynb @@ -5,7 +5,7 @@ "id": "aea62c4c-1e42-4472-9f1d-e52783e81fc6", "metadata": {}, "source": [ - "# Circuit library" + "# Circuit library " ] }, { @@ -39,9 +39,17 @@ "id": "3ccaeb1b-03c6-4dfa-9000-e48db2516303", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/runner/work/documentation/documentation/.tox/py311/lib/python3.11/site-packages/qiskit/visualization/circuit/matplotlib.py:266: FutureWarning: The default matplotlib drawer scheme will be changed to \"iqp\" in a following release. To silence this warning, specify the current default explicitly as style=\"clifford\", or the new default as style=\"iqp\".\n", + " self._style, def_font_ratio = load_style(self._style)\n" + ] + }, { "data": { - "image/png": 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", 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" ] @@ -100,9 +108,19 @@ "id": "89227b48-12b2-4b1b-9680-55a7fce88a2b", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_2041/477979311.py:1: DeprecationWarning: The method ``qiskit.circuit.quantumcircuit.QuantumCircuit.bind_parameters()`` is deprecated as of qiskit 0.45.0. It will be removed no earlier than 3 months after the release date. Use assign_parameters() instead\n", + " bound_circuit = two_local.bind_parameters({ p: 0 for p in two_local.parameters})\n", + "/home/runner/work/documentation/documentation/.tox/py311/lib/python3.11/site-packages/qiskit/visualization/circuit/matplotlib.py:266: FutureWarning: The default matplotlib drawer scheme will be changed to \"iqp\" in a following release. To silence this warning, specify the current default explicitly as style=\"clifford\", or the new default as style=\"iqp\".\n", + " self._style, def_font_ratio = load_style(self._style)\n" + ] + }, { "data": { - "image/png": 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", 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", 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" ] @@ -148,7 +166,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -192,9 +210,17 @@ "id": "834794df-86e9-4bea-8efa-5380499e359b", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/runner/work/documentation/documentation/.tox/py311/lib/python3.11/site-packages/qiskit/visualization/circuit/matplotlib.py:266: FutureWarning: The default matplotlib drawer scheme will be changed to \"iqp\" in a following release. To silence this warning, specify the current default explicitly as style=\"clifford\", or the new default as style=\"iqp\".\n", + " self._style, def_font_ratio = load_style(self._style)\n" + ] + }, { "data": { - "image/png": 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", + "image/png": 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FPh27Cc5tvKo993c7w3Am9SCG93ofQf5j61xrYXEB8gseaBwrKHwIABW+dwYyQ42NK7X127lt2HDgC3Rw6ob3X/q22v6KnDTM/nE0zJtZInz8FpiZWFTat2x2ejf3Vo3a9JHeBllKSgqio6Nha2uLuXPnau3j7++PpKQk+Pn9dYE8IyMD8+bNw4kTJ5CUlITCwkKo1fVzIZgap7IQq43rt1JQUJSPEeGVL7/dy1OidUsnAKUbLKa/FoU3v+yMtJvn8fFrP8LexkXruHatO1U41srKAc3NWiL79tXHjpYuz6mh+f+0qLgQDx7maBwza9YcZs2a6/CV6aZsabC6n5GlWych5foxjA6chj6+L1d73tjTG7A57iv4uPbB28Ff1kutB09HIeLn17W2/f3718baGeunp9Xp9a7fuoD50ePQwtwWn47bXO3mmkeFDxG+9kXk5t/B52/sRFvbqme5Zf/mf995Wl2bPtLbIIuKioJKpUJISAiaN9f+g2tmVvop+fEgu3LlCjZv3oxu3brBxMQE8fHxDVLvk1Zc+BD5D5TVd6QaUavVcLX3wTvBiyrt09JC803yeEoMVKoSAKUbGQY8/Vqdamj5v2tYDx7mlAcmACSn/1bhnqaye7bqS4v/fW0P8nMq7RNzbBV2Hf8O/p7P4vXBs6s9Z2pWEr7aOBG2LZ7CjLEbYWRoXC+1du0wCPMn7tM4tu/UOuxPjKxw3OR/M+jaynt0H+FrX0RB4UN89tY2je9LZb7aNBGpWWfwr0Gfo3vHIdX2L/uQou0aZlVt+khvgyw2NhYAEBhY+c2JGRkZADSDrG/fvsjOzgYAhIeH602QHds8E8c2z5S6DL3zlK0H7uX9iS7tB8DAoPq9U5cyTmH17o/xjEcQWljYYtORL/GMR1D5FvTHXb+VUuHY7fvZyM2/qzGLdLH3BgBkKi9rbL93c/Cr8AZd3eyzpp/g7Vo6wdzUCpnKy1rbk9OPYdnW92Fv44rpIVHV/hvdf5iD8LUvokRVjBljN8Hask2N6qlKKysHjS3sAHAu7SgAVNhoUxdqtRoLfhqHG7cu4J3gRfBz71/tmE2HFyH29Ab07DwMr/1Tt6ejZN2+AgBwaeNdozZ9pLdBlp6eDgBwdnbW2l5cXFweUo8HmS5vRjXVtWtXKBSKGo0xNDbDi19of3OoDe/At+Dxj5Fa27bMq/x+H115enig5G/byhsLEyMzrJpUf/+WjwvyH4dVMWHYfGQRRvb/qEL7nQc3y9+M8wtyMfvH0WhuZo1pr0bCxNgMF64fx4KfxmHllD9g3by1xtgbf15E/LmtGtfJog/OBwD07PzXMV+3fgCAlPRj6Os7ovy4pbl1jd+gTZs1r7AcWRVDA0P4uPbBhevHK7Tl3Ffgs3Uvw8DAEDPH/QKraq6jlahKMHv9aChyrmHySyvg5dyjRrU3Fuv3f47fzm9DYJdX8XLf/1Tb/8yVg/hulxxOdh0gH72u2p2cZVLSjwEAfN371ajt7zw8PVBYLP3Prr29PU6ePFmrsXobZHl5eQCA/Hzt36Do6GgolUpYWlrC1dX1idaiUCiQmZlZozFGzer30TIt7T3Qzrv+PnX+XVZ2FooLHj6x89eFqfGTe0zPi30m49TlfVgVE4bTqbF42n0AzE2tcOvudZy+fAAmxqaIeOcgAOCbX95F9u1UzJmwpzzcpodE4T/f9sbCn8Zj9oRdGm9irvY+mBc1Bs/9YyKesvXAmdSDiPtjE3zd+qG/36jyfi2b28HPvT9OXNiFt4Mrv81CF53a9cCehO+xZs8MtGvTCTKZAXp4BVe56aCv70gcT4nBhesn0LHdX9vwP4scgdv3s9DL+0WkKc4hTXFO63hryzbw9wzCur0zkXh5H5xad4SpiQX2n1pf6WvququyoZ28uBeR+8LRzNgMfu79q/wa/D2DoFKr8MX6V6BSlaC3z8v4/fz2Svu7OWjeMH7iwi642vtofSRZVW1/l52VhUdFjfNnV1d6G2T29va4c+cOEhMTERCged9GdnY2wsLCAAC+vr46fwKqSy01ZVjHNfqG1tahbaOekT0pRobGmP1GDLb//i32n4rEur2ly7c2Ldqio1N3BPmPBwDsO7kOBxLX45X+co1lxI7tuuP1wbPxXYwcm44s0rhnqP1Tz+Cd4EX4Yc8n2Pn7CpibWmFYr0l4Y/CcCisHwQHv4ov1o3Ap4xQ8Hf1r/fW8PmQ2HjzMwfbfliH30V2o1WpEfnwNZjaVB1l/v1FYseND7E+M1Aiy82mlKx7x57Yg/tyWSsf7uvWDv2cQzl0rXea7cesC5v9U9S7Fxhpkyem/Qa1Wo6AoH19vfrvKvmUfcMp2TEbFzqmy/9igmeVBpshJw7m0o3hv2JIK/apq08ahbdtGMyOrLZlaT7fkhYaGYsmSJXBycsL+/fvh6ekJAEhISMDYsWNx9epVFBUV4b333qv0qR7h4eGYNWuWJLsWC4qBqdF1P09G8iFsnhOI3q8uhP/zFZe+gNIbol26PI9hH+2s9evMHwU0a6Qfi0oKgYOLdetbtv2+rjvW6iooTIYg//GQj16jU/8SVQneWeQH97ZdMO21ymcBT8pPsfMQdXAuIj++Vu0SItXd8u3/wZE/NuIH+aUKDwauqk2bwFDA0ORJVdow9PbJHnK5HK1atcKNGzfQuXNn+Pj4wMPDA927d4ebmxsGDCh95Mvj18eIRGVoYIi3hkbg4JkopN+suEnkSXupzwewNLPGxsN1W9qk6t2+n42dv6/A64NnVwiqqtr0WSP9DF13jo6OiIuLQ1hYGA4fPoy0tDR4eXlh5cqVmDhxItzdS+/RYJDRvlORuHWndHPQ3bw/UVxSiB/3fwEAaG3tXC834zaEbh0H49cFJZK8tomxqeSz2KailZUDYuZqXwqsqk2f6W2QAUCnTp2wc2fF5bLc3FykpaXBwMAA3t5NY3sqVW7Pie8r/N6sNb+WPszW162fMEFG1FTpdZBV5vz581Cr1fD09IS5ecXp96ZNpb9iITk5WePvLi4u6Nq14X95X104evXH5PVVX+Orrl3flT0LsTGpr18rQtQUNMkgO3v2LIDKlxVHjhyp9e/jx4/HmjVrnmhtRERUMwwyLfR0IycRkV7S212LVakuyIiISBxNckZW9hxGIiISX5OckRERkf5gkBERkdAYZEREJDQGGRERCY1BRkREQmOQERGR0BhkREQkNAYZEREJjUFGRERCY5AREZHQGGRERCS0JvmsRRGYGALzR0ldhe5MDKWugIiaKgZZIyWTAc343SEiqhaXFomISGgMMiIiEhqDjIgkt2xrKMbMcUFQmAxXMs9IXQ4JhkFGRJLr4zsCX/37KNpYO0tdCgmI2wmISHK+bn2lLoEExhkZEREJjUFGRERCY5AREZHQGGRERCQ0bvYgIsl9veltHL8Qg5wHCnz830Ewb2aJtdOuSF0WCYJBRkSS+2DESqlLIIFxaZGIiITGICMiIqExyIiISGgMMiIiEhqDjIiIhMYgIyIioTHIiIhIaAwyIiISGoOMiIiExiAjIiKhMciIiEhoDDIiIhIag4yIiITGICMiIqExyIiISGgMMiIiEhqDjIiIhMYgIyIioTHIiIhIaAwyIiISGoOMiIiExiAjIiKhNYkgUyqVkMvlaN++PUxNTeHk5ITJkycjLy8PEyZMgEwmw9KlS6UukySQ8eclrPn1U7y/pAdGhNvhhf+zxNuLuuDHA7ORX5gndXlEpAMjqQt40s6cOYMhQ4ZAoVDAwsICXl5eyMrKwuLFi5GamoqcnBwAQJcuXaQtlCSxJ2E1tv+2DAFeL+CfT4fA0NAYSakHsWbP/+FI0s9Y/P4xNDM2k7pMIqqCXgeZUqlEcHAwFAoFpkyZgpkzZ8LS0hIAsGDBAkydOhVGRkaQyWTw9fWVuFqSQh+fEXg18GNYmLUoPxYc8A6esvXAhgOzsfvE9xjea5KEFRJRdfR6aTE0NBQZGRmYNGkSIiIiykMMAORyOfz8/FBcXAwXFxdYWVlJWClJpYNTV40QK9PfbxQAIE1xrqFLIqIa0tsgS0lJQXR0NGxtbTF37lytffz9/QEAfn5+5cc2bdqEl19+Gc7OzjA3N0fHjh3xySefIDc3t0Hqpsbhz3sZAADr5m0kroSIqqO3QRYVFQWVSoWQkBA0b95cax8zs9JrH48HWUREBAwNDTFnzhzs3r0b7777LpYvX47BgwdDpVI1SO0krRJVCX7c/zkMDYww4OnXpC6HiKqht9fIYmNjAQCBgYGV9snIKP3U/XiQ7dixA3Z2duV/79evH+zs7BASEoKjR4+ib9++Na6la9euUCgUNR5H9cPEyAyrJl3Wuf/y7R8gOf13vDFkDpxad3iClRFJz8PTA4XF+VKXAXt7e5w8ebJWY/U2yNLT0wEAzs7OWtuLi4sRHx8PQDPIHg+xMl27dgUAZGZm1qoWhUJR67FUd6bG5jr3XbNnBrbFL8Xz/3gLrw74+AlWRdQ4ZGdl4VHRQ6nLqBO9DbK8vNJ7gPLztX/SiI6OhlKphKWlJVxdXas818GDBwEAnTp1qlUt9vb2tRpH9cPESLft8+v2huPHA19gULfXMfnlFU+4KqLGwaFt20YzI6stvQ0ye3t73LlzB4mJiQgICNBoy87ORlhYGADA19cXMpms0vNkZmZixowZGDx4cK3vNavtdJnqR0khcHBx1X3W7Q1H5L5ZCPIfjw9H/LfK/xNE+uTypcswNJG6irrR280eAwcOBADMnz8fly5dKj+ekJCAwMBAKJVKAFXfCJ2bm4thw4bBxMQEq1evfqL1knQi932GyH2zMPCZsfjoldUwMNDbHwsivaS3MzK5XI4NGzbgxo0b6Ny5Mzp27IhHjx7hypUrGDJkCFxcXPDrr79qXB97XH5+PoKDg3Ht2jXExcXBwcGhgb8Cagjb4pdh3d6ZaN2yHZ7xGIjY0xs02q0t28DfM0ii6ohIF3obZI6OjoiLi0NYWBgOHz6MtLQ0eHl5YeXKlZg4cSLc3d0BQGuQFRUVYcSIETh58iQOHDgALy+vhi6fGsjFGwkAgFt3r2NB9PgK7b5u/RhkRI2cTK1Wq6UuoqHl5ubCysoKMpkMDx48gLn5X7vaVCoVRo8eje3bt2PXrl0YMGCAhJVSfdDlGhlRUxUYCuGvkentjKwq58+fh1qthqenp0aIAcB7772HjRs3Ytq0aTA3N8exY8fK29zd3bVuzyciIuk0yavaZ8+eBaB9WXH37t0AgHnz5iEgIEDjT0xMTIPWSURE1WuSM7KqgiwtLa2BqyEiorrgjIyIiITWJGdkZc9hJCIi8TXJGRkREekPBhkREQmNQUZEREJjkBERkdAYZEREJDQGGRERCY1BRkREQmOQERGR0BhkREQkNAYZEREJrUn+PjJqWtRqQFUkdRVEjZOBMSCTSV1F3TDIiIhIaFxaJCIioTHIiIhIaAwyIiISGoOMiIiExiAjIiKhMciIiEhoDDIiIhIag4yIiITGICMiIqExyIiISGgMMiIiEhqDjIiIhMYgIyIioTHIiIhIaAwyIiISGoOMiIiExiAjIiKhMciIiEhoDDIiIhIag4yIiITGICMiIqExyIiISGgMMiIiEhqDjIiIhMYgIyIiof0/DcEUaPkGxG4AAAAASUVORK5CYII=", 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" ] @@ -251,11 +277,19 @@ "id": "9629a507-8191-409e-b895-fd0833c8fcd7", "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/runner/work/documentation/documentation/.tox/py311/lib/python3.11/site-packages/qiskit/visualization/circuit/matplotlib.py:266: FutureWarning: The default matplotlib drawer scheme will be changed to \"iqp\" in a following release. To silence this warning, specify the current default explicitly as style=\"clifford\", or the new default as style=\"iqp\".\n", + " self._style, def_font_ratio = load_style(self._style)\n" + ] + }, { "data": { - "image/png": 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R28D+khpJUpifp8M6k0l6dXJP/W5ouB5alal5Xxw65b5So/20asYAldU0aNzLW5VdzvN0AIyD4ZcA4OZKDjfo7Y0FLdPFP3Fpgu4ZF6Of9wvRR3tKJUkhvo6ni6QQ+7sjcUHeMptNenRivB6d6Dh9/QtXJkuShj63SRsO/bTJLdA5jNoGeob5SpLyKurtlh8NdDcMC9ejn2bq4VWnfjYuNdpPn84YoIraRo078poLADASQh0AuCmzqXl6+LKaRrvlG7ObL7ZDrJ6qrG1UTnmdxqcE2m2TGOKtK/uH2i1be7BSkxftdPieC5ICdcuYKP3ly0P6LrNCGUWH2/lvgrYyQhuweprV2NTkMBRycJSffnVOmHbkVWtvcY3duoW/TNENw8L12GcH9cAnpw50g6P8tOrGAao8Euj2t+PrFwCgsxDqAMBNBXh7KOfPw7V0R7E2ZlUpv7JeiSHeunlUpIqr67VsZ/MsgS98k63HLknQyun99cH2IkV189KskRHallut4XEBLfvLKa/Tkq1FDt/j7+UhSfous6LV9aczMMKqK/o1h4cxCc3fNy2tu8YmdJMkPf9NtsqPCyX3j4+VJFm9mscGnhPp17Lsq31lWrOvvGXby/uGaFBk87vIUkJ97D5fWtOgF7/JOeN6jcQIbaBnmG/L9/5YeFhVdTYNivTTDcPC1Whr0swl6XbbL5iUoOnDI7Qpu1I786s1JbW73fqMopqWCVzigry1asYABfta9NzX2Rod302jT7jB+H/bilRdzzSuALo2Qh0AuKnqepueWZOtC1OCNCElSP7eHsopr9PSHcWa98VB5Rx5pujJ1YcU6GPRtLQeuiApUDvyqzX93+kaEuNvd0HfUdKi/TX3Evsr7enDI1r+/1sb8+1C3YnbpkX7Ky3aX5L00KpMu1D3y4Ghum5ouN32Rz+/v7jG5UOdEdpAbkWdPv2xVOOSAzUltbt8Pc3KKa/Tu5sLNO+LQ9pdYH/Xb2hMcz2Do/z11q97O+zv9fV5LaEuMcSn5Xm8hy92HC4qSQnz1ukAd+8AdHGm8tIipnYyiKo6myIX7HJ2GW4v564+8vNijiE4B/2A8zm7D6ANOJ8z2wDHv2twdj8AnIjWCAAAAAAGxvBLAECnC/OzyOM0L0KrrGtUVR3PMrkq2gAAtB9CHQCg062bPVgJIa2/MPqoh1adfip6GBdtAADaD6EOMJCmpiZV1/MYrLNZPU0yneYOA05tyuLd8vU89RMAJ05TD9dCGwDahmuBrqGrXQsQ6gADqa5v4gH5LqD5Afmu05Eb0TcHKpxdApyMNgC0DdcCXUNXuxZgohQAAAAAMDBCHQAAAAAYGKEOAAAAAAyMUAcAAAAABkaoAwAAAAADI9QBAAAAgIER6gAAAADAwAh1AAAAAGBghDoAAAAAMDBCHQAAAAAYGKEOAAAAAAyMUAcAAAAABuYWoa64uERPzl+g8RMmqt+AQRp73jg9OvdxVVdX694/3a+UXn315qK3nV0mAAAAAJwxi7ML6Gg7duzU9BkzVVBQKKvVqpSUZOXnF+iNNxcpMzNTpWVlkqR+ffs4uVLXNDDCqg1zBsvTw6zJi3ZqydaiM97HvEvjdV5ioFLCfBToY1F+Zb0251TpL19m6cu9ZQ7bh1otuvuCGF3RL0RxQd4qr23UjrxqPfu/bC3dUeyw/a8Hd9ctoyPVq7uvvC0mZZbU6t0thXpmTbYqahvb9Pd2pnvHxSgt2l9Dov2VFOqj/cU1SnxivbPLQicymaQ5Y6N004gIJQT7qKCqXu9tKdQDHx9Qdb3N2eWhg9EHoKtxxrXA8SICPLXjjiEKtlp053/36amvsk65/ROXJuiecTGqrG1UwJ+/PeNauwLOA+7HpUNdcXGJZs76vQoKCjX9hus1+5Y/yN/fT5L0ysJXNX/BU7JYLDKZTOrdp7eTq3U9JpO0cHJP1TTY5OnR9pvCI+O6aUtulZZsK1JJdYMiAjw1Na2HVs8aqGn/2q23fiho2dbX06xv/jBIsUFeWvh9nrbkVinE16Lrhobrw+v66eb30/X373Jbtp87MV73Xxirz34s1cOrMlVva9IFSYF65OJ4XdY7WKNe3HJW/wbOMO/SBBVV1euHrEoF+Xo4uxw4wV9/lqQ5Y6P0/tZCPfVVlvr2sOrWMZFKjfLThIXb1NTk7ArRkegD0JU441rgRM//PFmWn/ifwqBIP/3xvChV1DbIJFOb63U2zgPux6VD3aNzH1Nubq6mTZ2i++69227dzBk3atmy5dq5a5diY2IU4O/vpCpd1+zRUeofbtX8Lw/pkYvj27yfcS9vdVj23NfZyrhnqO4bF2vXkf+8f4h6dffVnA/36rmvs1uWv/J9rg7dP1w3jYxoCXUeZum2c6O04VClLnr1WAf38ne5arA1aWpaDw2K9NPmnKo21+4MSU+s077iWknS1j+myt+Lizp30i/cqtmjI7Vka6EmL9rVsnxfcY2evzJZ1w7qrsWbTn7xA+OjD0BX4oxrgeP9rF+IfjEgVPeu3K8FkxJP+R1mk7RwcopW7i5RN2+LhsYY89qQ84B7ctln6tLTM7R8xUoFBwfrzjtub3Wb/gP6SZL6HHeXLic3Vw89/Kiu+uXV6tv/HKX06tsp9TqLt8WkBy+K06670lQ1d5RKHh6pLbenav6kBElSfLC3muaP1YMXxTl89sGL4tQ0f6zig70d1sUEemnuJXF6aFWmMktq273uqjqbiqobFOxr/7tEN+/mP2eX239nWU2jquoaVVV3bMiBp9ksX4tZuRV1Dr9YZZfXNX9PvfGGXx69mIN7+vXgMJnNJj2zJttu+cK1uaqqa9TUtO5OqgydhT4AZ8rVrgWO8vf20ItXJuulb3O07mDlafd369io5kD0wd72LrVTcR5wTy57p+6/y5fLZrPp51dcLj8/v1a38fH2kST16XPseboDBzL18SefaODAgTrHc6A2/PBDp9TrLC9emazpwyP0xvo8PX0gWxazST3DfDQ+Oeis9vvSVSnaW1SrZ/6XpampPdql1lCrRWaTSZHdvDRjeLj6hVv12tpcu20+zyhVfaNN8y5NUFW9TVtyqhTsa9Ht50YryNeixz4/2LJtTYNNX+0r1yW9g3X3BdFasrVIDUeGX/5+VKQWbchXemFNu9QOdJZhMQFqtDVp7cEKu+W1DU3alF2lYTEBTqoMQFflatcCR827JF4eZun+jw8oNerUd93igrz16MXxenhVpjJLjf3DCOcB9+Syoe7bb7+XJI0YMeKk2+Tm5kmS+h53p274sKH69us1kqRnn3vB5UPdLwaEasWuYl333o/tts+rB4Xpst7BGvO3LWpsp2dx/bzMKnxoZMufq+sa9fJ3Ofrjsn1226UX1uiat3fr2SuStOKG/i3LcyvqNP7lrfrmgH0HN2Xxbr1+dU89eVminryseViGzdakxz4/qAc+yWyf4oFOFNXNS4VV9aprdHxgIqusVmMSusnTw6T6VtYDcE+udi0gSSPiAnTzqEj9ZvFuldecftTNS1cla29xjZ5ec+pJVIyA84B7ctlQl5XdfMs5Oiqq1fUNDQ0tge34O3Vms8uOSG1VWU2j+odb1T/cqu151We9vyBfDz17RZIWrs3Vd5kVp//AT3S43qYJr2yVxWxSfLCPpqR2l7+3h6xeZodZnEoPN2hLTpVeXZurTdlVig700h3nRevD6/rpwle2actxz8jVNti0r6RWb6zP08rdJZKkXw4M058nxKmmwabHPz/Ubn8HoDNYvcyqbWj9CqqmofkEbvU0q6zReEOLAXQMV7sWsJhNWvjLFK36sVTvbS487X6vHRymS3oFa+xL7RdAnYnzgHty2VB3+PBhSVJNbevD55avWKmSkhL5+fkpNjamQ2u56+77VFJaetb7aTBZpLibz76g49y2dK8WXdtL2+5IU0bRYX2RUaZlO4q1bGdxm2ZGWjApUSZJ967c36512pqkz9KPTVn86tpcrZ41UJ/PHKi0ZzepwdZc7MW9grTihv6a9I/t+nhPacv2728t0q67hujFK5N07kvND1sfnSnzh6xK/fqd3S3bvru5UIt/01uPXByv/2wt0p6Cw3a1/GH2HFmaGtr17/dTdUQbwJnrym2gus6mHv6era7zsTTP5MZ01mfHmcdfoh/oCrpyH9AWrnYtcM8FMUoJ89GVb+w87T6DfS165mdJem1dnr498NMDaFduA5wHOkdHtIHgoCAtmD+vTZ912VAXFhamsrIybd++Q2mpqXbr8vPz9eT8BZKkPr17y2Tq2ClrS0pLVVzs+H60M9Vo9pQcn1E+K0t3FCth3npd1idY5ycFakLPIN04PEJf7S077ZS3lhNuaqZG++mGoeF6cFWmQq2eCrU2dyhHO5aIAC8lh/roYGltq0MCzoStSXp7Y4H+flWKzkvqps+PdPL3XBCjqrpGu0AnSXmV9Vqzr1yX9g5uGXIweWCYenX31X2tnHT+vaVQ1w7urrEJ3RxCXUlJiTxs9WdVf1t1RBvAmevKbSC7vE79wq3y8jA5/HcWHeitgsp6htycJWcef4l+oCvoyn1AW7jStUBEgKfuvzBGb2zIl8kkJYc2z58QHeglqfmZvORQH+WU16m63qYHL4qTn5eHFq7NbdlWav7h9+jnaxtsOlRWZ/fdXbkNcB7oHM4+F5zIZUPdmNGjlJGRoVcWvqaxY0YrMbH5eaktW7bqzrvuUUlJqSSpbye8dDw4KKhd9tNg6pjDVXK4QW9vLNDbG5untz360s2f9wvRR0fCUUgrM0slhfjY/TkuyFtms0mPTozXoxMdpy1+4cpkSdLQ5zZpw6HTz0J1Or6eZofaogO9ZD5JSLeYJYuHSWbTsW0lycPsuL3Fw3TkM47rgoODnfvrHJyuK7eBdYcqNLF3sIbHBuh/+8tblntbTBoc5aevTvOSXpyeM4+/RD/QFXTlPqCtXOVaINzfS76eHpo1MlKzRkY6bH/f+FjdNz625SXo8UHe8vf20NrZg1vdf/o9Q7Utt0oDn95ot7wrtwHOA52jI9rA2WQGlz0zzJgxXcuW/Vc5OTm6dNIVSkpKVG1trQ4cyNT5552r6JhorVnzP7vXGXSUtt5GPVFVnU3vL9h1+g1/IrNJCvD2UNkJDxBvzG7uZEOsnqqsbVROeZ3GpwTabZMY4q0r+4faLVt7sFKTFzkOdbggKVC3jInSX748pO8yK5RRdNhhm5MJ8vVQVZ3N4Rclq6dZ04eFH5nd6dhJYUfeYfXubtWvzgnTv7ccG0efEOyt85ICtSWnSrVHxpPvOPLcwO+G9LDb9ugyqbljPNGLzz8rPy/nPHvZ3m0AbdOV28C7mwv1p3Gxuu3cKLuT+YzhEfLz8mi5YEPbOfP4S/QDXUFX7gPOlKtdC+wrqWn1+/uHW/XwxfF6Y32elu0sbhlq+eTqQ3prY77D9g9fFKekUB9N+9ceh38bqWu3Ac4DncPZ54ITuWyoi4yI0OJ33tKT8xdo7bp1ysrKUkpyimY8Ml3XXPMrjb/wYklS3z4df6euqwrw9lDOn4dr6Y5ibcyqUn5lvRJDvHXzqEgVV9dr2c7mIaMvfJOtxy5J0Mrp/fXB9iJFdfPSrJER2pZbreFxx6bFzSmv05KtRQ7fc/TFt99lVrS6/lTOTwrUy1elaMnWIqUXHVZFbaMSQ3w0La2HYoO8m999c9zUw49/flCX9A7SW9f20gVJgdqUU6mYQG/dPDJSPhaz/vTR/pZt/7uzWN9nVmhS3xB9OWug3t/WXNtVA0J1XlKg3ttcoI1ZxnrxuCRNTeuu+KDmX067+3nKy8Os+8fHSpIOlNac9AWtcA3bcqv14rc5mj0mSkum9dGK3SXq28OqW8dEanVGmd7hhbMujz4AZ8LVrgXKaxpb3X9hVfMdla251XbrTzaRyy2joxQfrDOutSvgPOCeXDbUSVJKSrIWvvJ3h+VVVVU6lJUls9msXr16OqGyrqG63qZn1mTrwpQgTUgJkr+3h3LK67R0R7HmfXFQOUdewP3k6kMK9LFoWloPXZAUqB351Zr+73QNifG368g7wtacai3bWawLkgM1JbW7rF5mFVU3aN3BSs16P10rdpXYbb/+UKVGv7hF94+P1S8HhmrmiAhV1Dbq+4MVeuKLQ/ryuCEHtiZpwsJtum9cjK4aEKonL0tQU5P0Y+Fh3b18n2GnNZ4+LEIXJNv/mjr3kuYhMKszyrigcwO3Ld2r/SW1mjkiXJP6hqiwql7Pf52jBz450KZJD2As9AE4E654LQDOA+7IVF5a5HaHdtPmzZr8q2uVlJioTz5e4bB+5UcfS5JWrPxIK1d+pOefe0aSFBMdrYEDB3RmqXaq6myKZMiN0+Xc1cepQy5oA85HG3Bvzjz+Em2gK6APAG0Azj4XnMil79SdzO7deyTppM/Tzb71tlb/fNUvrtT8J9vn+TgAAAAAaA9uGer27PlRkv1Lx4+Xvuf07zXB2Qnzs8jjNK+SqKxrVFUd71EBAMAVcS0AtB+3DHW79zTfqevbCTNfonXrZg9WwgnTIJ/ooVWZenhVZidVBAAAOhPXAkD7cctQ99abrzu7BLc3ZfHulnfLnMze4ppOqgYAAHQ2rgWA9uOWoQ7O982B1qcQBgAA7oFrAaD9dJ0pWwAAAAAAZ4xQBwAAAAAGRqgDAAAAAAMj1AEAAACAgRHqAAAAAMDACHUAAAAAYGCEOgAAAAAwMEIdAAAAABgYoQ4AAAAADIxQBwAAAAAGRqgDAAAAAAOzOLsAAMBPZ/U0KeeuPs4uw61ZPU1O/37agHM5uw0AwIkIdQBgICaTSX5eXFC6M9oAAOBEDL8EAAAAAAMj1AEAAACAgRHqAAAAAMDACHUAAAAAYGCEOgAAAAAwMEIdAAAAABgYoQ4AAAAADIxQBwAAAAAGRqgDAAAAAAMj1AEAAACAgRHqAAAAAMDACHUAAAAAYGCEOgAAAAAwMEIdAAAAABgYoQ4AAAAADIxQBwAAAAAGRqgDAAAAAAOzOLsAAMDZa2pqUnV9k7PLcDlWT5NMJpOzy7DDsXa+rtguALg3Qh0AuIDq+iZFLtjl7DJcTs5dfeTn1bUu3jnWztcV2wUA98bwSwAAAAAwMEIdAAAAABgYoQ4AAAAADIxQBwAAAAAGRqgDAAAAAAMj1AEAAACAgRHqAAAAAMDACHUAAAAAYGCEOgAAAAAwMEIdAAAAABgYoQ4AAAAADIxQBwAAAAAGRqgDAAAAAAOzOLuAzlBcXKKFr76qjz/5VLm5uQoJCdHEiy/SHX+8TY/MfUz/+c/7euDP/0+/nTbF2aWetXvHxSgt2l9Dov2VFOqj/cU1SnxivbPLghsbGGHVhjmD5elh1uRFO7Vka9EZfd7bYtK0tB66vG+IBkX6KTzAUznl9fr+YIUe+TRTu/IP223/z6t76rqh4Sfd34+Fh9Vr/ga7ZcNj/fXYJQkaEeevpibpmwMVunfFfm3OqTqjWrs6k0maMzZKN42IUEKwjwqq6vXelkI98PEBVdfbnF0e2gnHGVwLoKs522uBoy7pHaw7z4tW/wirArw9dKisVst2FGvBl1nKr6y327abj4fmTozXVQNCFWr1VEbRYb3wTY7+/l1uq/sO9rXoT+NjdGX/UMUEequitlHb8qr0wMeZ+t/+8jbV25lcPtTt2LFT02fMVEFBoaxWq1JSkpWfX6A33lykzMxMlZaVSZL69e3j5Erbx7xLE1RUVa8fsioV5Ovh7HLg5kwmaeHknqppsMnTo20DAxKCfbRwck+t2Vem19blKbu8TkkhPrp5VISuGhCqS17brtUZZS3bv/xdrj79sdRhP+NTgnTDsHAt21Fst3xEXIBW3zRQWeW1euCTTEnSLaMjteb3AzX6xS3allvdprq7or/+LElzxkbp/a2FeuqrLPXtYdWtYyKVGuWnCQu3qanJ2RWiPXCcwbUAupL2uBaQpBuHh2vh5J5af6hCT64+pKq6Rg2LCdBtY6N11YAwDXz6h5Yfrjw9TFp14wClRvvp+a9ztDO/Wpf2DtZLV6UoPMBLD6/KtNt3XJC3Vs8aKH8vD722Lld7CmoU6OuhcyL8FB3odVZ//87i0qGuuLhEM2f9XgUFhZp+w/Wafcsf5O/vJ0l6ZeGrmr/gKVksFplMJvXu09vJ1baPpCfWaV9xrSRp6x9T5e9FZw7nmT06Sv3DrZr/5SE9cnF8m/ZRUFWvwX/d6HDX7O2N+dp4W6oWTErQsOc2tyz/LrNC32VWOOxnWloPSdJr6/Lslj93RZLqGm0676Wtyi6vkyS9t7lQO+9M01OXJ2riq9vbVHdX0y/cqtmjI7Vka6EmL9rVsnxfcY2evzJZ1w7qrsWbCpxYIdoDxxkS1wLoWtrjWkCS7jw/WtnltRr7ty2qbWj+dWrh93nKq6zT/7swThf1CtKH25t/uL1xeLiGxwVo9gcZeuGbHEnSq2vz9J9pffSncTH657o8ZZbWtuz7rV/3ksVs0jl//UG5FfWOX24ALv1M3aNzH1Nubq6mTZ2i++69uyXQSdLMGTeqb58+amhoUEx0tAL8/Z1Yafs52okDP5W3xaQHL4rTrrvSVDV3lEoeHqktt6dq/qQESVJ8sLea5o/VgxfFOXz2wYvi1DR/rOKDvR3WxQR6ae4lcXpoVaYyS9reLourG1odBrkz/7C25VZrQLhfK5+yFxfkrQk9g/TtgXLtyDt25y051EfD4wL07y2FLYFOkrLL6/TvLYWakBKkcH/PNtfelfx6cJjMZpOeWZNtt3zh2lxV1TVqalp3J1WG9sRxhsS1AM5cV78WkKRu3haVVDe0BLqjjp6/q+qODS//zeDuqqpr1MK19kMtn1mTLS+LWdcMCmtZdm5iN52bGKj5qw8pt6JeFrNJvp7Gi0gue6cuPT1Dy1esVHBwsO684/ZWt+k/oJ927tqlPsfdpVv50cf673+Xa+u2bSouLlFUZKQmTrxYs26aIT+/0188Akbz4pXJmj48Qm+sz9PTB7JlMZvUM8xH45ODzmq/L12Vor1FtXrmf1mamtqjfYo9jskkRXbzVF5l3Wm3vX5YuDzMJr261v4u3bDY5h9zvm3lzt53mRWaPjxCQ2L8tWJXSfsU7UTDYgLUaGvS2oP2f9fahiZtyq7SsJgAJ1WG9sRxBtAWRrgW+HhPia4bGq6/XJ6oV9fmqrK2UcNiA/TnC+O0OqNMn6eXSmq+PkiL9tcPWZUOAXDtwQrZbE0aFnusL7ysT7AkKbO0Vkuv66dLewfL4mHSnoLDeuTTTL290RijG1w21P13+XLZbDb9/IrLTxrGfLx9JEl9+hx7nu7V1/6hqKgo3fHH2xUREa6dO3fp+Rf+prVr12nxO4tkNhsvuQOn8osBoVqxq1jXvfdju+3z6kFhuqx3sMb8bYsaO2hehlkjIxTVzVuPfJp5yu1MJun6oT1UUdugdzfbd8xR3Zp/VcwqcwyGWUd++TPKWPrTiermpcKqetU1Oj5QlVVWqzEJ3eTpYVJ9K+thHBxnAG1hhGuBOUv3yupp1pwxUbrjvOiW5f9Yl6eblqTLdqRbC/a1yOrl0XIeP15dY5MKq+sV3e3Yub13d6skaeHkFP1YWKPfvbdHXh4m3XFetN76dW95epj0+vr8s/8LdDCXDXXffvu9JGnEiBEn3SY3t/lX+77H3al75eWXFBoS0vLnEcOHKyQkRH+84y6t37BBw4cN66CKAecoq2lU/3Cr+odbtT3v7CcFCfL10LNXJGnh2txWn21rD6PiA/T05UnalF2pxz8/eMptL+oZpPhgH726NtduaIYkWY8Mr6htcDzb1Bx52Nrq6RrPoli9zK3+PSWp5sgvmVZPs8oaGzuzLLQzjjOAtjDCtUB9Y5MyS2v1f9uLtGxHsarrGzWxV7BuGBauRluTZi5Jl3T8ub31H69q6m2yeh27SRPg3Xyer6ht1LiXt7b86PXB9iLtvWeYHr8kQW9syO/yk0y5bKjLym5+niA6KqrV9Q0NDdrwww+S7O/UHR/ojho4oL8kKS+vbSn9rrvvU0lpaZs+e7wGk0WKu/ms94Oz84fZc2RpanDKd3dEG7ht6V4turaXtt2Rpoyiw/oio0zLdhRr2c7iNnVgCyYlyiTp3pX727XOo9Ki/bT8+v7KLq/TpH/sOGmnfdT0Yc2vNzhx6KWkllmyvC2Od+B9jpwUqusdL36d2QZO5nRto7rOph4neT7Qx2Jq3obp7h0Y7VhznDuHq50HcOZcrQ109WsBk0n6aHp/WcwmjfnblpblS7YWqai6XveOi9W7mwv0WXrZced2U6v78vE0q7rsWD94+Mj2izcV2I1iKD3cqKU7ivS7oeHq3d3X4RVKHdEGgoOCtGD+vDZ91mVD3eHDzf/wNbU1ra5fvmKlSkpK5Ofnp9jYmFPu67vv10qSkpOS2lRLSWmpiouLT7/haTSaPSXH51PRyUpKSuRhc87MSB3RBpbuKFbCvPW6rE+wzk8K1ISeQbpxeIS+2lt22unPT8xCqdF+umFouB5clalQq6dCrc0Xl0cvMiMCvJQc6qODpbWtDg87ndRoP62aMUBlNQ0a9/JWu8lNWhNitejn/UO1NadK37fyS2F2efND260NsTw6NKO1oZnObAMnc7q2kV1ep37hVnl5mBz+7aMDvVVQWc+QvFYY7VhznDuHq50HcOZcrQ109WuBsQnddF5SoO747z6Hdf/eUqh7x8Xq/KRAfZZeppLDDaqua7QbYnmUl4dJYVZPfVl+7L1zh8qarwVam/Uyp6L5GiDY1zEydbXzg8uGurCwMJWVlWn79h1KS021W5efn68n5y+QJPXp3VsmU+tJXmoeovnXZ57Teeeeq379+rapluCgoDZ97kQNJpc9XIYSHBzs3F/nOkDJ4Qa9vbGg5WHgJy5N0D3jYvTzfiH6aE+pJCmklQ4tKcTH7s9xQd4ym016dGK8Hp3oOG3xC1cmS5KGPrdJGw5VnlGNqdF++nTGgJbhEcdPRXwyvx3SQ94Ws8NrDI5ad7C5hlFxAXrthDt5I+MCZLM1tVqnM9vAyZyubaw7VKGJvYM1PDbA7iWq3haTBkf56au9Zaf4tPsy2rHmOHcOVzwP4My4YhvoytcCR3989Wjlkt1iNtn9b1OT9ENWpVKj/R1+4BoeGyCz2aT1h4790Lv2YIVuHhWpmFZ+4I0JbH72/sQXm0sd0wbOJjO4bM8wZvQoZWRk6JWFr2nsmNFKTEyUJG3ZslV33nWPSkpKJUl9T/HS8aqqKs36/R/k6empJ+bNbXMtbb2N6lBPnU3vL9h1+g3RoV58/ln5eTlnwpz2bgNmU/NY8rIa+yGGG7ObO9kQq6cqaxuVU16n8SmBdtskhnjryv6hdsvWHqzU5EU7Hb7ngqRA3TImSn/58pC+y6xQRtFhh21OZXCUn1bdOECVRwLd/p84LfL0YeGqbbBp0Q+tD53OKKrRuoMV+tU5YfrzJ5nKOXLnL7Kbl351Tpg+zyhTXisduTPbwMmcrm28u7lQfxoXq9vOjbK72J8xPEJ+Xh6Gmd2rsxntWHOcO4crnQfQNq7UBoxwLbAjr3nbKak99Nc12WqwHQtq1w1tfsxi3XEBcfGmQo1NDNTMEREt76mTpNvOjVJ9o03vbi5sWfbB9iI9W9Ogqak9NPezgy3P30cEeOrK/qHaXVCtjCLHkX9d7fzgsqFuxozpWrbsv8rJydGlk65QUlKiamtrdeBAps4/71xFx0RrzZr/2b3O4Hg1NTWaOev3OnTokBa/85Z69Gj/Kdk7wtS07ooPav7FpLufp7w8zLp/fKwk6UBpjd76gRM6jgnw9lDOn4dr6Y5ibcyqUn5lvRJDvHXzqEgVV9dr2c7mYcMvfJOtxy5J0Mrp/fXB9iJFdfPSrJER2pZbreFxx6YFzimv05KtRQ7fc/TFt99lVrS6/lTigry1asYABfta9NzX2Rod302jT/jh7/+2FTk8JzQ81l8DIvz07uYCFVef/Je0OUv36oubBmrNzQP1/NfNHf/sMZEym0ytDvMwqm251Xrx2xzNHhOlJdP6aMXuEvXtYdWtYyK1OqNM7/BCapfAcYbEtQDOjBGuBbbkVOk/Wwo1+Zwwrb91sN7amK/qOpsm9g7SFf1C9e2Bcn24/dg+F67N1fXDeujpnyUqIcRHO/OrdVnvYF01MEyPfpqpA8f9OFx6uFF3Lt+nV37ZU9/dMkj/WJcnLw+zbh4VIS8Pk2Z/sPeManUWlw11kRERWvzOW3py/gKtXbdOWVlZSklO0YxHpuuaa36l8RdeLEnq28fxTl19fb1umT1H27Zt05uv/1M9U1I6u/w2mz4sQhck2/+KMveS5ivg1RlldOSwU11v0zNrsnVhSpAmpATJ39tDOeV1WrqjWPO+ONhy5+rJ1YcU6GPRtLQeuiApUDvyqzX93+kaEuNv15F3hMQQH4X5NY/Df/hix2EckpQwb51dBy1J04dHSGp9gpTjfXugQhf8favmTozX3InxalKTvtlfoV+9tUtbWnnpuZHdtnSv9pfUauaIcE3qG6LCqno9/3WOHvjkQJef1Qs/HccZXAvgTBjhWkCSfrN4t9YerNCU1B565OI4mU0mHSip1eOfH9Rjnx3UcTfvVN/YpAmvbNPcifH69eAwhVo9lVFUo1s+yNCLx925O2rh93kqrGrQ3edH69GJ8bI1NenbAxX6zTu79c2BjpnJu72ZykuL3K6Lr6qq0uC0YTKZTNq8cb18fX1b1tlsNs25/Q599tnnem3hyxo1aqQTK7VXVWdTJEMunC7nrj5OHXJBG3A+Z7aBk6FtdAyONVrDeQC0AXS184PL3qk7lR/T09XU1KTEhAS7QCdJDz38iFau/Eg3zZwhH18fbdy0qWVdXFxcq688AAAAAABncctQt3v3Hklq9Xm6L79aI0l6+ZWFevmVhXbrnnzicf3yql90fIGAGwjzs8jjFDPPSlJlXaPDC8MBAIBr4Fqg/bhlqNuz50dJ9i8dP+rLLz7r7HIAt7Ru9mAlnDAN8okeWpWph1dldlJFAACgM3Et0H7cMtTt3tN8p67vSWa+BNDxpizeLV/PU49F31vsOIUwAABwDVwLtB+3DHVvvfm6s0sA3J5RZpMCAAAdg2uB9tN1pmwBAAAAAJwxQh0AAAAAGBihDgAAAAAMjFAHAAAAAAZGqAMAAAAAAyPUAQAAAICBEeoAAAAAwMAIdQAAAABgYIQ6AAAAADAwQh0AAAAAGBihDgAAAAAMzOLsAvDTWT1Nyrmrj7PLcHtWT5OzSwAAuCmuBboGrgXQ1RDqDMRkMsnPi04EAAB3xbUAgNYQ6gAAnW5ghFUb5gyWp4dZkxft1JKtRWe8j3mXxuu8xEClhPko0Mei/Mp6bc6p0l++zNKXe8sctk8K8dEjE+M0ISVIQb4WHSyt1dsbCzTvi4OqbWhqj78WWtEex1qSLukdrDvPi1b/CKsCvD10qKxWy3YUa8GXWcqvrG/ZLiLAU7eMjtKQGH8NifZXd39Pvb4+T9e/96PDPn83pIdev6bXKb83eu5aZZfXtalmAOgshDoAQKcymaSFk3uqpsEmT4+2P9o9Mq6btuRWacm2IpVUNygiwFNT03po9ayBmvav3Xrrh4KWbXt399W3fxgki4f04jc52ldcq1HxAfrzhbEaERegS1/b3h5/NZygvY71jcPDtXByT60/VKEnVx9SVV2jhsUE6Lax0bpqQJgGPv2DquttkqTe3a26/8JYZZbUaN2hCl3WJ+Sk+/1qX5mmLt7tsDyym5cWTErUD1mVBDoAhkCoAwB0qtmjo9Q/3Kr5Xx7SIxfHt3k/417e6rDsua+zlXHPUN03LtYu1D1xaYICfTw09qUt+vZAhSTple9ztbvgsOZdmqApqd319sYCh/3h7LTXsb7z/Ghll9dq7N+2tNxVXfh9nvIq6/T/LozTRb2C9OH2YknShqxKdX/4OxVWNSjUalHhQyNPut99xbXaV+x43O8dFyNJem1tXptrBoDOxOyXAAAH3haTHrwoTrvuSlPV3FEqeXikttyeqvmTEiRJ8cHeapo/Vg9eFOfw2QcvilPT/LGKD/Z2WBcT6KW5l8TpoVWZyiypbfe6q+psKqpuULCv/W+W45IDtafwcEugO+r19c0X7dcPDW/3WozCCMe6m7dFJdUNDsNkj95Fq6qztSyrrG1UYVXDWX3fDcPCVV3XqLc35p/VfgCgs3CnDgDg4MUrkzV9eITeWJ+npw9ky2I2qWeYj8YnB53Vfl+6KkV7i2r1zP+yNDW1R7vUGmq1yGwyKbKbl2YMD1e/cKteW5trt423xdwyPO94R5cNj/Nvl1qMyAjH+uM9JbpuaLj+cnmiXl2bq8raRg2LDdCfL4zT6owyfZ5eelb7P975SYHqGearRRvyVVbT2G77BYCORKgDADj4xYBQrdhVrOtamVyira4eFKbLegdrzN+2qNExX7WJn5fZbnhddV2jXv4uR39cts9uu+151eoX7qtwf0/lHTepxrjkQElSgLdFwb4WlRw+uzs8RmSEYz1n6V5ZPc2aMyZKd5wX3bL8H+vydNOSdNnacZ6b6cOa79q+ui73NFsCQNdBqAMAOCiraVT/cKv6h1u1Pa/6rPcX5OuhZ69I0sK1ufous+L0H/iJDtfbNOGVrbKYTYoP9tGU1O7y9/aQ1cv+ztxTX2Xpnd/01ofX9dPdK/Zpf3GtRsQF6NkrklTXYJOXxSyrl1klh9utNMMwwrGub2xSZmmt/m97kZbtKFZ1faMm9grWDcPC1Whr0swl6e3yPYE+HvrlwFD9WHhYX+0tb5d9AkBnINQBABzctnSvFl3bS9vuSFNG0WF9kVGmZTuKtWxnsZracFdkwaREmSTdu3J/u9Zpa5I+Sz/2+oJX1+Zq9ayB+nzmQKU9u0kNR27hLN5UoFCrRY9OjNeXs86RJNU22PT45wc1qU+IhscFqNxNh9p19WNtMkkfTe8vi9mkMX/b0rJ8ydYiFVXX695xsXp3c4FdO2ir36R2l9XLgwlSABgOE6UAABws3VGshHnrNXXxbn2eXqYLU4L04XX9tPqmgfL0MJ3yYt9ywpklNdpPNwwN1wvf5CjU6qnkUB8lh/qoh7+nJCkiwEvJoT7y8jj7FyrbmqS3NxZoYKSfzkvqZrfuhW9yFP7I9xr63CaNeXGzwh/5Xo98elAJId7KLq9VRa17hrqufqzHJnTTeUmBWrLN8f12/95SKKn5Obj2MH1YhOobbS0T6ACAUXCnDgDQqpLDDXp7Y0HLVP9PXJqge8bF6Of9QvTRnlJJUoiv42kkKcTH7s9xQd4ym016dGK8Hp3oOK39C1cmS5KGPrdJGw5VnnXdvp7mk9ZW19hk9x1DYvzVw99Lr6517+enuvKxjg70kiS1lgMtZpPd/56NQZF+GhLjrw+2Fdk9dwkARkCoAwDYMZukAG8Ph5n/NmY3X4SHWD1VWduonPI6jU+xv0OSGOKtK/uH2i1be7BSkxftdPieC5ICdcuYKP3ly0P6LrNCGUU//YG2IF8PVdXZVN9ofxvJ6mnW9CPPWa09eOrQ4G0x6ZmfJaqm3qa/fJn1k7/blRjhWO/Ia952SmoP/XVNdsuQWkm67sirKNa1w48BNw5v3tdr67hLB8B4CHUAADsB3h7K+fNwLd1RrI1ZVcqvrFdiiLduHhWp4up6LdvZ/JLnF77J1mOXJGjl9P76YHuRorp5adbICG3LrdbwuICW/eWU12nJVsehc/5eHpKk7zIrWl1/KucnBerlq1K0ZGuR0osOq6K2UYkhPpqW1kOxQd7N70YrPfZutH7hVr1+dU/9d2exDpXVKdzfU78b2kPJIb66/t97tLvADWdIkTGO9ZacKv1nS6EmnxOm9bcO1lsb81VdZ9PE3kG6ol+ovj1Qrg+32+/z/vGxkiSrV/Nd23Mi/VqWfbWvTGv22U+C4m0xaUpqD2WV1WrFruIzqg8AugJCHQDATnW9Tc+sydaFKUGakBIkf28P5ZTXaemOYs374qByjrzw+cnVhxToY9G0tB66IClQO/KrNf3f6RoS4293od8RtuZUa9nOYl2QHKgpqd1l9TKrqLpB6w5Watb76Vqxq8Ru+8Kqeh0qq9OM4RHq4e+psppGrdlXpmn/2qN1p7mj58qMcKwl6TeLd2vtwQpNSe2hRy6Ok9lk0oGSWj3++UE99tlBh1cazL3EfuhnWrS/0qKb30X40KpMh1B31YAwBVst+ttnOe36egQA6Cym8tIiui/AIKrqbIpcsMvZZbi9nLv6yM+ra80zRdvoGBxrtKYrtgu4D/qArqGr9QNdpxIAAAAAwBlj+CUAoMsI87PIw3TqmQwr6xpVVWc75Tbo+jjWANB+CHUAgC5j3ezBSjhhmvwTPbQqUw+vyuykitBRONYA0H4IdQCALmPK4t0t75k7mb3FNZ1UDToSxxoA2g+hDgDQZXxzoMLZJaCTcKwBoP0wUQoAAAAAGBihDgAAAAAMjFAHAAAAAAZGqAMAAAAAAyPUAQAAAICBEeoAAAAAwMAIdQAAAABgYIQ6AAAAADAwQh0AAAAAGBihDgAAAAAMjFAHAAAAAAZGqAMAAAAAAyPUAQAAAICBuUWoKy4u0ZPzF2j8hInqN2CQxp43To/OfVzV1dW690/3K6VXX7256G1nlwkAAAAAZ8zi7AI62o4dOzV9xkwVFBTKarUqJSVZ+fkFeuPNRcrMzFRpWZkkqV/fPk6uFGgfJpM0Z2yUbhoRoYRgHxVU1eu9LYV64OMDqq63Obs8OMm942KUFu2vIdH+Sgr10f7iGiU+sd7ZZaEDcKwB0A+4H5cOdcXFJZo56/cqKCjU9Buu1+xb/iB/fz9J0isLX9X8BU/JYrHIZDKpd5/eTq4WaB9//VmS5oyN0vtbC/XUV1nq28OqW8dEKjXKTxMWblNTk7MrhDPMuzRBRVX1+iGrUkG+Hs4uBx2IYw2AfsD9uHSoe3TuY8rNzdW0qVN03713262bOeNGLVu2XDt37VJsTIwC/P2dVCXQfvqFWzV7dKSWbC3U5EW7WpbvK67R81cm69pB3bV4U4ETK4SzJD2xTvuKayVJW/+YKn8vTvKuimMNgH7A/bjsM3Xp6RlavmKlgoODdecdt7e6Tf8B/SRJfY67S7du3Xr99nfXa9SYc9W3/zkac+4FunXO7UpPz+iUuoGz8evBYTKbTXpmTbbd8oVrc1VV16ipad2dVBmc7ejJHa6PYw2AfsD9uOyduv8uXy6bzaafX3G5/Pz8Wt3Gx9tHktSnz7Hn6crKy9Wrdy9de+01Cg0NUW5unv7+8iv61TW/1orlSxUZEdEp9QNtMSwmQI22Jq09WGG3vLahSZuyqzQsJsBJlQEAAKCjuGyo+/bb7yVJI0aMOOk2ubl5kqS+x92pm3DheE24cLzdducMHKCLJl6mjz/+RNf97rcdUC3QPqK6eamwql51jY4PzmWV1WpMQjd5ephU38p6AAAAGJPLhrqs7ObhZ9FRUa2ub2ho0IYffpBkf6euNUFBQZIkD4+2jUe+6+77VFJa2qbPAsdrMFmkuJtPut7qZVZtQ+szXNY0NAc5q6dZZY2NHVKfu/jD7DmyNDU4uww7p2sbaBuONVrTFdsF3Ad9QNfQEf1AcFCQFsyf16bPumyoO3z4sCSppram1fXLV6xUSUmJ/Pz8FBsb47C+sbFRNptNWdnZ+stTf1X37mG67LJL21RLSWmpiouL2/RZ4HiNZk8p7uTrq+ts6uHv2eo6H4upeRtea3DWSkpK5GGrd3YZdk7XNtA2HGu0piu2C7gP+oCuoav1Ay4b6sLCwlRWVqbt23coLTXVbl1+fr6enL9AktSnd2+ZTCaHz/9mym9b7uTFx8dp0RuvKzQkpE21BB+50wecrQbTqf+TzS6vU79wq7w8TA5DMKMDvVVQWc/Qy3YQHBzc5X6lP13bQNtwrNGartgu4D7oA7qGjugHziYzuGyrGDN6lDIyMvTKwtc0dsxoJSYmSpK2bNmqO++6RyUlpZKkvid56fi8x+eqvKJchw4e0sLX/qHrbrhR7/3rbUWdZDjnqbT1Nipwoqo6m95fsOuk69cdqtDE3sEaHhug/+0vb1nubTFpcJSfvtpb1hllurwXn39Wfl5da/Lg07UNtA3HGq3piu0C7oM+oGvoav1A16mknc2YMV3BQUHKycnRpZOu0GWXX6ELL5qoqyZfrdjYGI0c2TyBSp+TvHQ8KSlRgwcN0uWXT9KiN/6pqqoqvbLwtc78KwBn7N3NhbLZmnTbufY/PswYHiE/Lw+9vZF31AEAALgal71TFxkRocXvvKUn5y/Q2nXrlJWVpZTkFM14ZLquueZXGn/hxZKkvqeZJEWSunXrpvj4OB3IzOzosoGzsi23Wi9+m6PZY6K0ZFofrdhdor49rLp1TKRWZ5TpHV487rampnVXfFDza1y6+3nKy8Os+8fHSpIOlNborR9oG66CYw2AfsD9uGyok6SUlGQtfOXvDsurqqp0KCtLZrNZvXr1PO1+ioqKtG/fPg0655yOKBNoV7ct3av9JbWaOSJck/qGqLCqXs9/naMHPjmgJh6nc1vTh0XoguRAu2VzL4mXJK3OKOME70I41gDoB9yPS4e6k/kxPV1NTU1KTEiQr6+v3bo/3nm34uPi1K9vHwV066b9+/frn6+/KQ8Pi66//ndOqhj46WxN0tNfZenpr7KcXQq6kHEvb3V2CegkHGsA9APuxy1D3e7deyS1/jzd4EGD9MEHH+qNNxeptrZWkZERGjlihG6eNVPR0dGdXSoAAAAAnJJbhro9e36U1PpLx387bYp+O21KZ5cEAAAAAG3isrNfnsruPc136vqeZOZLAAAAADAKt7xT99abrzu7BAAAAABoF255pw4AAAAAXAWhDgAAAAAMjFAHAAAAAAZGqAMAAAAAAyPUAQAAAICBEeoAAAAAwMAIdQAAAABgYIQ6AAAAADAwQh0AAAAAGBihDgAAAAAMjFAHAAAAAAZmKi8tanJ2EQB+mqamJlXX85+ss1k9TTKZTM4uww5to2NwrNGartgu4D7oA7qGrtYPEOoAAAAAwMAYfgkAAAAABkaoAwAAAAADI9QBAAAAgIER6gAAAADAwAh1AAAAAGBghDoAAAAAMDBCHQAAAAAYGKEOAAAAAAyMUAcAAAAABkaoAwAAAAADI9QBAAAAgIER6gAAAADAwAh1AAAAAGBghDoAAAAAMDBCHQAAAAAYGKEOAAAAAAyMUAcAAAAABkaoAwAAAAADI9QBAAAAgIER6gAAAADAwAh1AAAAAGBghDoAAAAAMDBCHQAAAAAYGKEOAAAAAAyMUAcAAAAABvb/AZO62Ub024EFAAAAAElFTkSuQmCC", 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"text/plain": [ - "
" + "
" ] }, "execution_count": 6, @@ -299,7 +333,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -397,7 +431,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -421,6 +455,7 @@ }, { "cell_type": "markdown", + "id": "fbddf7ab", "metadata": {}, "source": [ "See [Standard gates](/api/qiskit/circuit_library#standard-gates) in the circuit library API documentation." @@ -459,7 +494,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3" + "version": "3.11.7" }, "title": "Circuit library" },