From cdac92e0c4d49900536dd748f43e5c0de0dbb764 Mon Sep 17 00:00:00 2001 From: Giulio Benedini Date: Fri, 12 Sep 2025 16:29:08 +0200 Subject: [PATCH 1/8] Added conformers interface to plams --- .../cosmors_conformers.ipynb | 44 +-- .../ConformersGeneration/conformers.ipynb | 192 +++++------- .../conformers.ipynb | 91 +++--- src/scm/plams/__init__.py | 28 +- .../plams/interfaces/adfsuite/conformers.py | 280 ++++++++++++++++++ src/scm/plams/recipes/adfcosmorsconformers.py | 11 +- 6 files changed, 452 insertions(+), 194 deletions(-) create mode 100644 src/scm/plams/interfaces/adfsuite/conformers.py diff --git a/examples/COSMORSConformers/cosmors_conformers.ipynb b/examples/COSMORSConformers/cosmors_conformers.ipynb index af1f3f093..a94db5cb3 100644 --- a/examples/COSMORSConformers/cosmors_conformers.ipynb +++ b/examples/COSMORSConformers/cosmors_conformers.ipynb @@ -18,14 +18,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "PLAMS working folder: /path/plams/examples/COSMORSConformers/plams_workdir\n" + "PLAMS working folder: /home/benedini/PLAMS/examples/COSMORSConformers/plams_workdir.002\n" ] } ], "source": [ "from scm.plams.recipes.adfcosmorsconformers import ADFCOSMORSConfJob, ADFCOSMORSConfFilter\n", "from scm.plams import Molecule, from_smiles, Settings, init, config, JobRunner\n", - "from scm.conformers import ConformersJob\n", + "from scm.plams import ConformersJob\n", "\n", "# this line is not required in AMS2025+\n", "init();" @@ -158,23 +158,23 @@ "name": "stdout", "output_type": "stream", "text": [ - "[19.03|15:33:37] JOB plamsjob STARTED\n", - "[19.03|15:33:37] Waiting for job plamsjob to finish\n", - "[19.03|15:33:37] JOB plamsjob/conformers_uff STARTED\n", - "[19.03|15:33:37] JOB plamsjob/additional_1 STARTED\n", - "[19.03|15:33:37] JOB plamsjob/adf_conformers STARTED\n", - "[19.03|15:33:37] JOB plamsjob/adf_filter STARTED\n", - "[19.03|15:33:37] Waiting for job conformers_uff to finish\n", - "[19.03|15:33:37] Waiting for job adf_filter to finish\n", - "[19.03|15:33:37] Waiting for job additional_1 to finish\n", - "[19.03|15:33:37] Waiting for job adf_conformers to finish\n", - "[19.03|15:33:44] JOB plamsjob/conformers_uff SUCCESSFUL\n", - "[19.03|15:33:45] JOB plamsjob/additional_1 SUCCESSFUL\n", - "[19.03|15:43:18] JOB plamsjob/adf_conformers SUCCESSFUL\n", - "[19.03|15:43:19] JOB plamsjob/adf_filter SUCCESSFUL\n", - "[19.03|15:43:19] JOB plamsjob/replay STARTED\n", - "[19.03|15:44:08] JOB plamsjob/replay SUCCESSFUL\n", - "[19.03|15:44:10] JOB plamsjob SUCCESSFUL\n" + "[12.09|16:17:48] JOB plamsjob STARTED\n", + "[12.09|16:17:48] Waiting for job plamsjob to finish\n", + "[12.09|16:17:48] JOB plamsjob/conformers_uff STARTED\n", + "[12.09|16:17:48] JOB plamsjob/additional_1 STARTED\n", + "[12.09|16:17:48] JOB plamsjob/adf_conformers STARTED\n", + "[12.09|16:17:48] JOB plamsjob/adf_filter STARTED\n", + "[12.09|16:17:48] Waiting for job adf_filter to finish\n", + "[12.09|16:17:48] Waiting for job conformers_uff to finish\n", + "[12.09|16:17:48] Waiting for job additional_1 to finish\n", + "[12.09|16:17:48] Waiting for job adf_conformers to finish\n", + "[12.09|16:17:52] JOB plamsjob/conformers_uff SUCCESSFUL\n", + "[12.09|16:17:54] JOB plamsjob/additional_1 SUCCESSFUL\n", + "[12.09|16:24:45] JOB plamsjob/adf_conformers SUCCESSFUL\n", + "[12.09|16:24:45] JOB plamsjob/adf_filter SUCCESSFUL\n", + "[12.09|16:24:45] JOB plamsjob/replay STARTED\n", + "[12.09|16:25:19] JOB plamsjob/replay SUCCESSFUL\n", + "[12.09|16:25:20] JOB plamsjob SUCCESSFUL\n" ] } ], @@ -194,7 +194,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 8, "id": "fa86e6a5-4098-4d31-96a4-5a338d62ccfc", "metadata": {}, "outputs": [], @@ -204,7 +204,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 9, "id": "96fae9f9-5465-494c-accf-23bcb3783843", "metadata": {}, "outputs": [], @@ -229,7 +229,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.16" + "version": "3.9.23" } }, "nbformat": 4, diff --git a/examples/ConformersGeneration/conformers.ipynb b/examples/ConformersGeneration/conformers.ipynb index 5976d8e36..3d4206449 100644 --- a/examples/ConformersGeneration/conformers.ipynb +++ b/examples/ConformersGeneration/conformers.ipynb @@ -18,7 +18,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "PLAMS working folder: /path/plams/examples/ConformersGeneration/plams_workdir\n" + "PLAMS working folder: /home/benedini/PLAMS/examples/ConformersGeneration/plams_workdir.002\n" ] } ], @@ -29,7 +29,7 @@ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", - "from scm.conformers import ConformersJob\n", + "from scm.plams import ConformersJob\n", "from scm.plams import *\n", "\n", "# this line is not required in AMS2025+\n", @@ -52,7 +52,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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xmdJevQpBEJgzZw47duzgiy++YMqUKVRWVrJz5062bdvGypUrWbVqVYONJw+v1SUyOTmZYcOGERcXR58+fbCxsaFVq1Y13ktKSiIwMJDw8HDatWuHm5vbS2PLxGIxO3bsIC0tjenTp7NhwwbGjBmDra1tre8XFxcTFBREYGAgOTk5GBkZ0bx5c1RUVCgtLSUxMZGysjJGjBjBggULcHR0lOv7pqam4u3tTXJyMnv37kUikbBmzRocHR2Ji4tj7dq1hIWFcePGDfr27VtrH2VlZYwcOZIrV64wYsQIrKys0NDQoLS0lJCQEO7evUt5eTlt2rTB2tqavLw8Tp48SfPmzfH395dLFfdP8vPz+e9//8v69euJj4/nhx9+4Ntvv632zuLFi9m0aRMZGRno6OjUa7z68Nqd0fPz8/n555/ZsWMHGRkZdOrUidatW6Ourk5paSlPnjzh6dOn6OrqYm1tjYODQ53Mynl5eaxevRqJRMKoUaNwcHB4ZZsq3947d+6QlJTEs2fP6NevH4MHD2bWrFlyx8TdvHmTjRs2cOrUKZQEAUNVVQRB4G+xGLEgSLdYc3NzNm7ciL29/QvnN3HiRLy9vXFzc6tzOqvMzEy2bt2KoaEhQUFBchmIKisr+e6779i8eTOlpaUYGRmRlpZGdnZ2jf6ePHlC+/bt2bZtm9yOTw1BoyXaKy8vx9vbmz179pCUlER6ejr5+fl07NgRW1tbunfvLnPkwooVK2jWrBlffvmlXFv8hg0b6NChA1euXJG5LTzfWteuXcuyZcswVVNjnkjEZFVVmv3fXEoFAa+KCrzEYmIqK3GbOZOt27a98Lx7+vRpRo0axbRp0/jggw9kmkt6ejobNmzgs88+e6Xx5N+UlJQwZswYLl++zKBBg7CxsSEqKgpfX1+Ki4trzDcvLw9dXV1MTU25d+/eG0vQ3WijqqmpMWHCBC5dusT9+/dp0aIF5ubmzJs3D3Nzc5kFNyMjg/z8fOzs7OQ+m9rY2HD16tVqFyFZ+M9//sOyZctYraZGtJoa89XUpIILoCESsVBNjftNmrBHQ4O9u3cz2939hZcdT09P2rdvL7PgwvMLdN++fdm1a5dMGgGxWMzEiRO5du0as2bNYvjw4ejq6mJiYkJFRUWtZ/Pjx48jEomIiYl5o2li38ifTEVFBY8ePZI7yyNAcHAwTZs2les/ugoLCwu0tbXx8vKSuW1gYOBzo4OaGivU1V/5BzRNVZXd6urs3rOnViNFbGwsfn5+9c7hJmv2y+3bt+Pr68vkyZOrpYtt27YtXbp0Yfbs2fj5+SEIAhKJhNOnT7No0SIsLCxwdXVl3bp1XLp0Se4514c3IrxVeld5skRWkZaWRocOHeoVS6aqqkqHDh3k0kdv2riRLmpqrJBh/MmqqjirqbHh999rrL779+9HU1OzXl5qhoaGdOnShT179tTpfUEQ2LhxI2ZmZrUaQaZMmYKmpiYffvghRkZGGBoaMmrUKIyMjJgwYQJ2dna0a9eOzZs3yz3n+vBGag9XqcAqKirk7qO4uLhafQp5adKkiczJ9tLT0zl58iS/qaigJOORZZ6yMiMiIwkNDa3mrJ+UlIShoWG9ozJat27N06dP6/TujRs3ePDgAfPmzav1uZaWFgsXLiQ2NpbY2FhEIhGmpqa0b99eutNYW1tz7NgxEhMTa5RkeN28kZVXU1MTdXV1srKy5O5DVVW1XsJfRUVFhczZ0U+dOgUSCVPlELShysq0FImwsrKiQ4cO/Oc//+HZs2cUFhY2SESyuro6BQUFdXrXy8uLVq1avdSpRyQS0aVLF4YPH46zszMmJibVjkiWlpZoaGiwe/fues9dVt6I8IpEIsaNG0dYWJjcyfK0tLRktt7VRnZ2tswr+LNnz2iurIyuHBdFZZGITsrKtGvXjhYtWrBq1Sratm3LnTt3GiSHW1lZGTo6OqSlpbFmzRpcXFywsRnA4CEfSuPuqn7zhw8fVltF5UFdXZ127drx6NGjes9dVt5YEbJ58+aRkZEh903fwsKCpKQkUlNT5Z5DWloaCQkJjBs3TqZ2wj90t/KgBLRo0YKJEyeycuVKnJ2dycjIICUlRW5Hoiri4uLIzy+gXTtjvv/hZ/4MrSDmaVvC72tz0jeMDz/8kM6d32f9+vXk5ubWK1lhFerq6uTm5ta7H1lptDNvVZ3f6OhoioqKUFZWxsTEhKtXr9KlSxeZVWUVFRUoKSkREBDA+PHj5ZpTYGAgLVq0YPTo0TK1U1dXJ1sspkgQ0JRx1RIEgSTA+P8uq5qamgwcOBALCwu2bNnC1q1b+frrr+UyNFy/fp3k5FSaaHegVbev0TeehLLq/+9HEASKsoPISvDiy0WL0dTUrFOmoVdRUVHxRrJtvtaVVywWc+bMGYYNc0JbW4tevXoxZcoUPDzm4e7uTkJCAnFxcRw/flym48Pjx485ceIEpqam/PXXXzKdncViMZGRkWzatIng4GDy8vIwMjLC1NSUVatWvXQlLywsxM3NjZUrV1IBHJHjzH1DLOZJZSVmZmbVPtfX12f+/PkoKSlx4MABmfuNjo7m9GlfdNu40tnhNi06zqsmuPD8uKZlYMN7vffTob8vxSVioqKi5XZdhedWwczMzFrN/q+b1ya8AQEBdOvWFRcXF7Kygvnll5YEBnamoMAMsdgCsdiCuDhT5swxICQkhP3797/yzCcIAn/99Rfbtm3DysqKS5cu0apVK3bs2CFNFv0ixGIxV65c4fvvv2f37t1UVFTg6OjIsGHDsLKyQkdHh59//hljY2PGjh1LTExMtfbPnj3D3t6egwcP4uTkRNfOndkkFst8fPCsrKRV8+a1XpJ0dXVxdXUlNjZWJh/dgoIC9uzZh06r4bzXex9KyjUdmv6NdktHTPqdpLikBG9vb5m+wz95+PAhmZmZTJw4Ue4+5KXBzcNisZglS5awbt06rKy0+OOPVvTt+/Itxds7l4kTnyKRKGFp2Qs7O7tqFS2Li4sJDQ0lODiYv//+m3HjxrF//340NDR49OgRtra2iEQipk2bVmva07KyMvbt28eDBw/o06cPtra2tTqwlJSUEB4ezo0bNygrK8PHx4eBAwdSVFTEgAEDiI+PZ9asWbRt25aYmBi8vLzYqq7OnDpqCS5WVjKipISRrq4MGDCg1ncqKytZuXIlxsbGdfYb8Pb25mbALboPTURFTbZM7ylRX5HzdAf/Wfu9XGq6Xbt2IQgCkZGRjZ7ruEGFt7Kykk8/ncSJE8f56ScjvviiBcrKdftC6ekV7NyZxaZN2Tx7Vo66ujra2tpUVlZSUFCASCRizJgxeHh4SIW1iqqEe7GxsXTp0gVra2vMzMxQVlZGLBazfft2EhISmD59ep0SmJSWlrJ3714SExPx9/fn0KFDbN++nfnz50v/qARBwNvbm8CbN/FSV8ftFQJ8obKSsWVldOjalelubi89458/fx4/Pz8GDRrEwIEDXxgLWFFRQXh4OMeOe6PXdiLGlrJbCksLHvHgqjkjR45k4MCBMrVNTExkw4YNuLq68ujRI1JTUykuLkZbW5uOHTvi7u7Oxx9/3CCXwtpoUOH97LP5bN26hWPH3sPVVVeuPiorBY4dy2HJknQyM0XMnTuPzp07M3r06Jeeq8rKyjh58iSbN28mODgYNTU1NDU1KSkpoaysjDlz5tRqji4vL6ekpISmTZtWW3nKy8vZtm0beXl5lJaWYmNjg7Ozc7W2EomEkydPEhgYiKOKCh4qKnykooLKP4q1XBeL2VJRwanKSrp168aUadNeqc99/PgxGzduRPX/vNM++OADevfuja6uLiKRiOLiYiIjIwkLC5Mel7o4BNFU17LOv/M/iQtwojz/FsuWfVtnF8e4uDi8vLwQi8UoKSlhbm5Oq1atUFNTk3oLxsTEoKurK70n1CcgtzYaTHgvX76Mk5MTmze3wcOj/jfY7OxKLCziMDW14dIlP5m2pLt373L9+nUyMjL4448/6N+/PyNHjqz2Tl5eHufOnSMiIoLy8nI0NDTo3bs3zs7OUrN1Tk4Oa9asAZ57sNVWfKUqyvimvz8JT59iAHRUUUFZJCJJIiFZLMaoRQusBwzA2tq6TlqVtLQ0fv75Z86dO0d0dDRbtmypEeyqq6vLzJkz0dHRYdXqNZh/VCj3tp16fzlZjzeip6vNpEmTXqr7lUgkBAQEcPr0aZo0aYK9vT39+/eXZhD6JxkZGQQFBREcHEy3bt04d+5cg17sGkRVVlJSwqxZM3B01GHevIbx5tfXV2HnztYMHXqVffv2yRTqYmFhgYWFBXv27JGumv+koKBAao9ftWoV5ubmhISEsHHjRp4+fYqHh4c0X0P37t2Jj49/YXIRkUiEpaUllpaW+Pv74+Pjw3vm5gjKynRs2pSRPXrQqVMnmQSrsrISeO4p5uzszKJFi3j48CHZ2dlUVlaip6dH586dadKkCb///jsqKk3rdd5UVtZCS1OTVq1asWHDBoyNjbGyssLCwkK65RcWFhIeHk5AQAA5OTm0atWK2bNnv1Sl16JFC0aOHEmvXr3YuXMnQ4YMITAwsMEc2BtEeI8dO8bTpyn4+b3foId2JycdRo/W5ddff2Lq1Kky9+3p6YmpqWmN8Bh/f3/Kysq4e/eu1B4/fPhwxo4dS+/evbl165b0QmVnZ8e9e/dISEh4ZaBjVRpVOzs7uUL2q6hS/VXNW0lJ6YVndW1tbSoqChEECSKRfMojcWUBOs10iYiI4NKlS3h6enLs2DGOHj2KsrKy1KNMRUUFLS0tmjdvzrx58+p8DGjbti2zZ89m06ZNuLm5sXnzZrS1tet9Fm4QVdmWLZtwcmpGly4NX0F9/nwD7t9/yI0bN2RqV7Wd15ZsLyIigsmTJ9dwJLGwsGDEiBHSbJcAnTt3RkVFhaSkpFeOaWxsjK6uLrdu3ZJprv/m1q1b9O7du06RHaampiAIFGbK9vv8k5Jsf3p0N0VZWRlnZ2fOnTtHfHw8hw4dYuPGjWzZsoUjR45w4MABcnNzmTBhgsznVyMjI5ydnTl+/DiGhobo6ekxbdq0elkU673ypqenExp6m0OHZEveXFcGDtTC2LgJvr6+LwyfqY3CwkIkEkmtbpfFxcUvTDbdvn17QkJCpP9WUlKiSZMmdfI7UFZWxtraGj8/P1xcXORy+czIyCAmJoa9e/fW6X1bW1u6du3Gs0QvtFs4yDxecU44BVnhzJ1bPRrbxMSkxu4xcuRI2rZtK9OuIggCYrEYZWVlevfuzZkzZ3BxcaFnz55s2rSJ69evExwcLFdlp3qvvLdv3wbAykp+39yXIRKJ6NtXndu3ZSt9VRW6UpvlrnXr1ly8eLHG54IgcOHChRqXCrFYXOecZ1ZWVkgkEvz9/WWab9X4fn5+6Onp8fHHH9epjUgk4rPP5pGb5kt58at3h3+T+Xgrbdu+V0OT8m+SkpI4e/YsVlZWdTq+FRYW4u3tzXfffcfixYtZvXo1/v7+9OrVC39/fxYvXkxoaChFRUUyhy1VUW/hjYyMRFdXjffee30FRnr2bMLduxEytWnSpAkaGhq1+ura2Nhw7do11q1bJzWNlpeXs3TpUh4+fFgtm3tpaSklJSW1huHXhra2NoMHD+by5cuEh4fLNOfr168TGhrKzz//LJOb5uTJk2nevAVJtycirqx7FfvspENkJx3EyWnwK7UgERERSCSSV6a6gud55jw9Pbl79y7z589n3759fPzxx1y7do2nT59KnZDatm3LjBkzOHjwYJ3n/E/qfWzIz89HX1/1tVpXDAyUycsrRBAEmcZxcXHhzz//xNHRsVqQYM+ePUlKSmLRokX88ccf9OjRg9u3b5ORkcHIkSOr1dC4ffu2dOurK0OHDiUnJ4eDBw+Sn5+Pvb39S4WjvLycixcvcu3aNb777jtmzZpV57EAdHR0uHjhHLa2A0gIHkb7vidRUX+xulIQBLKe7CLl7kLU1Z/74vbp0+elFr2qRaAuDjjXr1+noKCA27dv06VLF+B5VMaECROkhpAqLzQTExNyc3Nl/r+FBhDe5wWsX28AskQCyspKMn85Dw8Pjh07RmxsbDUDhUgkYuTIkfTs2ZNbt26RnJxMt27d6N+/f7XkKIIgEBQURMuWLQkLC8Pa2rpOK7BIJJJeanx9fbl27Ro2NjZYWVlJVW6lpaVcv36dO3fuSFVgv/32G4sWLZLpO1ZhaWnJb7/9wvz5C7l/uSv6xlMwMHGnic7/v7BKKovJST5KVuI2inPvYmtri5OTEzt37uSzzz5j4MCBUmH7N1WGFbFY/Eoz8u3bt5k2bVqNvhwcHHB0dOT69evSPi5fvkz37t3lWvzqLbwtW7YkLa2MigoBVdXXs/omJZVjaCi7/tjOzg5TU1OuXbtG586da4RoGxsbv/RGHxMTQ0pKClu3bmXx4sXs27eP6dOn18kHoEq9dePGDVq1asXNmze5fPky2traKCsrU1BQgEQioW/fvrRo0YLo6GhpvgZ53CFLS0tZuXIlHTu2p3379gSHHOZhwjY0tNqjrKqPICmlrPgp4ooiTLt1w268O6ampohEItzd3Vm3bh3jxo3j7t27tfZvYGAAIE3a8jIKCwtf+Efw/vvvc+PGDfT09Ni5cyc+Pj5s375d5u8LDXDmtbS0pKxMzP37ry8B2+3bZVha9pG5XW5uLp988gmPHj3izJkzMnmApaWlcfDgQQYNGoS7uzve3t7Ex8fj5eX1ShdMsVhMSEgIXl5e2Nvbc+/ePdLS0ti9ezdffvklEokEc3NzEhMTCQ4OlpaUrSrmLQ/Hjx8nMzOT8ePHM2LECFavep7bzaqPCWZd1ehlbsDQD+1ZvnwZs91n0a1bN+lqp6mpyciRI4mMjKymJvwntra26Orq1qmAjKGhYa2lEARB4MqVK4hEIhwcHJg1axazZs1i5syZcn3nepuHCwsL0dVtxu+/G7FwYf3Nwv+mpESCkdEDFi1aVucM4H/99Reenp4cOnSoWg4DKysrxowZ80rNQVxcHHv27MHExISAgADpShgcHPx/Lp5ZdO/eHWtra7p27SpV5Ofn5xMSEkJAQAAFBQVoaWlJb9hVHD16lAkTJhAdHV1DB71+/Xq++uorkpOTZQ5N6tevH/n5+XIXNhSLxfz444+MHj2anTt31vrO4sWL8fLyYsWKFS/1zwgMDOTEiRMcOHCATz75BJFIhEQiYe3atSxfvpyOHTvi4ODA1KlTazhZyUKD+DaMGzeW6OiLREfLZgatC3v3ZjF9ehJxcXEvLUYIz+PRPv74Y65cuYK+vr7UxKmlpUVYWBg+Pj40bdqU/v37Y21tLd0K4blJNjIykqCgIOLi4rC3t8fHx6eGWbioqIgjR46wadMm6RaroaFBeXk5EomEJk2a8Omnn2Jvb8+6detITk7m4cOH0n6WLl3K4cOHa/gqAFKvuGvXrsnk4RUVFYW5uTkzZsyolthPVi5fvsy1a9fIzMyUXszS0tJ49uwZpaWl5OXl4eTkxJgxY15aX08ikXDo0CHCw8MxNzfH3NycwMBAEhIS0NDQIDs7u0E8zRrEPDxvngeDBp3kwoUCnJ0bLvFaXl4lP/+ciZVVfyorK8nNzX2hj0FaWhoODg6kpqYyffp0evToUe2Gb29vz/vvv09gYCCBgYFcvXoVAwMDmjZtiiAI5OTkUFRUhL29PWvXrmXUqFG1nm01NTWZOXMmM2bMIDQ0lMjISJYvX07Lli1ZunQpw4YNk87RwcEBExMT9u7dy+effw481wxkZWVRUlJS4z+wytokq+0/Pj4eoN55ek1MTKQeYXfv3mXz5s018gKrqKjg4+MjzRFRG0pKSkycOBFLS0tCQ0MJCQmR6tt/+eWXBnORbJCVVxAEBg8eRFzcLe7d64S2dv2qpf/1VzGenpn897+5VFT8fyODkpISI0aMwMPDg8GDB0svYIWFhQwYMICEhATmzZtHy5YtX9p/WVkZd+7cITY2loiICFq3bs3UqVOZMGFCnfSY/yQrK4vmzZtz5MiRWg0LH374IU2bNsXHxwd4LmidOnXi119/ZfHixdL3xGIxw4cPJyEhgZiYGJnyf+3fv5+pU6fy22+/1auATFXVTz09PXJycujSpQv9+vWjefPmqKqqUlJSQkxMDH/++ScSiYRJkybRs2fPl+62EomEK1eucP78eRYuXMgff/zRYLtzg6y8IpGInTt3Y2bWnblzk9m/3xglJdkn+OhRKZMnJxEaWoSeng5Dhgylffv2aGhoUFFRQVpaGiEhITg5OdGhQwe2b9+Oo6Mjf/zxB9HR0SxcuPCVggvPAyj79+9P//796devH1u3bqVDhw4yCy4gXd1LSkpqfV5SUlJtJe3YsSOff/45X331Fffv32fcuHHk5eWxZcsWAgMDOX36tMyJ66rM0OXl5fUS3sDAQOC5iXz27Nm1ui927NiRwYMH4+Xlxf79+7l8+TJ2dnb07t27mhqxoKCAkJAQQkJCyMrKYvXq1SxfvrxBj5UN6ox+5MgRJk6cyJw5Bmze3EYmAb51q4hhwxJQV9dj+HAXunXrVqtiXxAEEhISuHjxIo8fP2b37t0sWbKE9u3b19mk+m+2b9+OhoaG1NQtK3Z2dkgkEm7cuFFtzlVn0b179zJ16tRq32HDhg2sW7dO6vDTr18/vv/+e7lqYAQFBWFjY8OCBQvkPjoEBQVx7NgxnJycGDp06CuFrCqe8Pjx45SWlqKuro6BgYHUGT0zMxNlZWUmTpyIh4dHtUtrQ9HgMWy7du1i1qxZODrqsHNnmzqZjR89KqV//zj09Nrg5ja7Tg4tYrGYI0eOcPv2bSQSCYsXL64W9yYL0dHR7Nixg9DQUPr0kV0l5+fnx9ChQxk+fDjfffcdJiYmXLp0iW+++QY9PT3CwsJqPedVVlaSnJyMurp6nTLHvwiJRELHjh1p3rw5n376qcztc3NzWbNmDdbW1owZM0am1TEnJ4c//vgDY2NjBg0aRGFhIc2aNaNDhw5MmjSpVgf+hqLB8zbMnDkTY2NjZs6chplZLIsWGeDuboCR0YsV+1OmJKGmpldnwYXn2/WECRN48OABurq6cgsuPHcrNDAwYN++fXIJ75AhQzhx4gSff/45/fv3l34+dOhQ9uzZ88ILioqKitz5vXJycti7d680Q2OPHj24ePEio0aNktldMSgoCFVVVUaMGCHztq6np8fgwYPx9fXl0qVLcnmHyctrCX0fMmQIUVH3mTZtDr/8kouxcQxOTo9ZtiyN48dzuXw5n3Pn8ti0KYOPPorn1q0ihg//SGYXQmVlZbS0tOoluPD8ImhoaEhKSorcfYwePZrHjx9LoykePXpUq4daQ/Dw4UPMzMxYsmQJysrKKCsrc/HiRcRisczpRisrKwkODqZPnz4y52yrok+fPqioqLxQP/y6eG0Zc5o1a8bGjRv5/vvv2b9/PxcvXmDnzlD+/jtR+o6qqgo6Ojro6urKdVmC51tmQySoU1NTq3OCuhehrKwsk8+xPAiCwMcff4yOjg7BwcHSEP6UlBR69+7NzZs30dPTY9CgQXXqLzo6moKCghqhUrLQpEkTLC0t2b59u8zVPevDa89V1qxZMz777DPOnTtPWloGmZmZJCYmkpKSQnr63xQVFdc5MLE21NXVKSsrq/c8S0tL613suzEICgri7t27bNiwoVruiTZt2khdC319fTl58qS0BO6LyM7O5sKFC6iqqtbrzA3PQ6BSUlIaJHNnXWnU/LwikQgDAwOpZSs+Pp7S0tJ65XU1MDAgMTFRLpe6KiorK0lNTX2lQ/bbwIMHDwBqXVkdHBwQiUSMHz+eU6dOERISQs+ePbG2tpaGpZeVlZGYmEhgYCDR0dGoqanVK8l3FVVqsoKCArnqRcvDG0kuXUVVhnR5z1oA/fv3Z+vWrXUKkHwRkZGR5Ofny+0g0phUCUZ8fHwNC9fjx48RBIFx48axadMmdu/ejaenJ+vXr6/Rj5mZGV5eXmRkZPDDDz9Ue1ZaWkpubi5Nmzats7WvvLwcoMFzM7yMNyq8Vfbz+mz7nTt3xsDAgJs3b8osvLm5uQQHB+Pv74+qqiq9evWiWbNm9OjRg7lz5+Li4lLvTOUNzbBhw9DX12fVqlUcOHBAatCoqlapp6eHs7MzTZo0YcmSJSxevJiAgABSU1MpKipCR0eHDh060KtXL0QiEYcPH6akpISsrCw0NTXx9fWVls+F5y6MLi4ur9QipKWlSfW8jcUbFV5DQ0OUlZVJT09/aXbul6GkpES3bt0ICAjA2tq6Tv2kp6dz/vx57t27h4qKCpaWltKigiUlJcTFxTF27FgMDQ2ZP38+S5YseWuEWENDg40bNzJ58mSePHnCtGnTEIlE7Nu3j8DAQPbu3VtNNfeqS6SLiwva2tpSx5nMzEy+++47Bg4cSGxsLL/88gubN29mwYIFL9SclJeXExYW1ug12RqtDtuLGD16NKGhoXz11Vdyn1n3799PTEyM1LH6ZWfoR48esXv3brS1tbG3t6d37961HltSUlIIDAzk1q1bODo6cuLEiVqzwrwpLl26xNq1a6UpAQYMGMDSpUsZOnSozH0tXLiQ7du3U1paSnBwcDVddX5+Pubm5hgYGDBlypRa24eGhnLo0CEePXok9yIkD28sM3oVo0aNIjU1FV9fX0JCQoiKipKpjlhhYSGRkZF8++23fPDBB2zZsgV/f/9afQ0SExPZsWMH7733HosWLcLW1vaF5+02bdowfvx43N3duXnzJq6uro16k34VTk5O/Pnnn5SUlFBcXMyff/4pl+ACzJ07l9LSUmxtbasJLjz3cJs7dy6RkZG1xvEVFxdz+fJl1NTUXplmtqF5IytvZWUl586dw9PTEz8/vxrP1dXV6d27NzY2Nq88a504cYKwsDBSUlLQ1NTEw8OD/fv3S48DVf68ZWVl7NixA0NDQzw8PGQ6BsTGxuLl5cWiRYv46aefgOf61uzsbFRVVd9o/d2GwsTEhL59+3L06NEaz6q81n755ZdqZ9rS0lJ27drF33//Tbt27SgsLCQuLq5ezkGy0OjC++jRI4YPH05cXBzt27fH2tqaHj16oKGhgSAI5ObmSnPx5ufn06tXLyZMmFCrsF25coWzZ8/i6elZrRxTamoqO3bsYNu2baSnp0s/F4lEL0yY9yp8fX0JDw8nJSWFo0eP8ttvv1VTW61cufKFOXffBRYtWsTu3btJTU2tYc4eN24cAQEBLFmyRHq0e/r0KcePHycnJ4cLFy7QtGlTevXqha+vLx999FGjzLlRhTciIoJBgwahoaHBJ5988tLgR7FYTHh4OCdOnJAmWq76qy8oKODSpUsEBASwbNkyvv/++1r7qKioICEhgezsbD799FOaNm0qtzosKyuLH374gREjRnDmzBnGjBnD+PHjyc/Px8vLi4iICM6cOSP31v2miY+Pp1u3bri4uODl5YW+vj4VFRVs27aNBQsWMHr0aCwsLHj48CFBQUHS4tmnT5+WRm/o6+vz9ddf88033zTKnBtNeJ8+fUrfvn3R0NBg9uy6O+AkJCSwdetWOnXqxKBBgwgODubu3bsoKyuzbt26FxbA+yeBgYHY2toyd+7cepWM3bJlC7GxsSxfvpzVq1dLP6+oqMDZ2ZmkpCTpxfFd5NSpU0ycOBGRSIS5uTnx8fG1lguzsrLi22+/ZdiwYVLLaEZGBkZGRmzZsgV3d/dGmW+jqcpWrlxJWVkZ8+fPl8miY2JiwuTJk9m1axf379/HxMSEn376ienTp9fZknP79m1UVVXrfRPW0NBATU2tWgQEPC9ouHTpUhwdHbl9+za9e/eu1zhvitGjR5OYmMjevXuJiYnB2toaCwsLmjVrRklJCdra2syePRt9ff1qgisIAmvXrkVFRYUxY8Y02nwbXHgFQSApKUlq9lVTUyMrK4vDhw8zZMgQudRNZmZmtGvXjjZt2hAYGChzpEGVtUjWdv9GEAT09PRq/Q5VyefeRD2yhsTQ0JAlS5a88PnWrVtxdXXF2toaNzc3mjRpwqFDh7hw4QK///57taDW102DqsouXbpEnz59eO+99+jatSvt2rXjxx9/ZPfu3YjF4mq1dmXF1taWW7dukZCQIHNbVVXVepVrqqJZs2akp6fXqBQEzyNvlZSUqlVO/1/ExcUFPz8/tLS0cHd3Z/LkyaSnp3PkyBG+/PLLRp1LgwnvuXPncHZ2RktLixMnTnD16lXGjRvHihUr+OmnnzAzM6uXkr9nz55oaGhw+PBhmds2b96c4uJimfTHtaGlpYWKigozZ87k2bNn0s//+usvVqxYIU0B+r/OwIEDuXr1KoWFheTl5XH79m25Q7DqQ4McGwRBYPHixTg6OnLhwgXpWWjQoEF0796defPm1ZrkWRbU1NQwMDCopvqqK87OzohEIsLDw7G1tZVrfIlEwp07d7C3t+fOnTsYGxvj4OBAQUEBQUFBWFhY4OUlezWed5k3UfXynzTIyhsVFcWDBw9YvHhxDb/cqqIf/1yp5EVNTe2VPqq10aZNG1xcXAgKCpK7ZnBsbCx///03K1as4OHDh6xZswY1NTVat27NgQMHuHXrVoOUQlVQdxpk5a2KQKjNoVlNTQ19ff037jDu4eHBqVOnuH//vsxRGxKJhOvXr2NqaoqdnR0ikYivv/6ar7/+Wq65KGgYGkR4TU1N0dDQ4OzZszVq6j58+JDExESZc2/9m4KCAp49e0anTp1kaieRSLh69Sq7du1CV1eXPXv20LJlS1q2bEnfvn15//33X6qFEASBM2fO8PDhQ3x8fN5ZHe7/Ig0ivPr6+kyZMoUff/yRDz74QBr3/+TJEz799FP09fX5+++/SU9PlzkgURAEEhMTOXXqFBKJhBMnTnD9+nU6duzIzJkzX2h0KC8vx9PTE09PT+Lj42ndujVdunSRhg0lJyezfft2DAwMsLGxwc7OroYJuqKiglOnThEUFMT69etxcXGR+zdS0PA0mIWtqKiIUaNGceXKFTp37oy+vj5hYWG0aNGC06dPM2LECExNTeusxK6srCQsLIyAgABSUlLQ1dXFyMgIdXV1SktLSUlJoaCgAEdHR+bPn8/IkSOlq2Jubi6jR4/m5s2bWFhYYGtri4mJSbVVUxAEnjx5QkBAgPQC5ubmhqamJpmZmQQFBREaGkppaSleXl7MmDGjIX4mBQ1Ig5qHq7Zob29vSkpKsLKyYtKkSWhpabFs2TJ+/fVX5s2b98qYteLiYnbt2sXjx4/p3r07NjY2dO3atdr2XllZSUREBEFBQTx+/JgZM2awbds2KioqcHBw4P79+8yYMeOVmSXhuaukl5cXEokEHR0dMjMz0dHRYfr06cydO/eFCeUUvFkazbehtLSUQYMGce/ePdzd3Wutul713ubNm8nOzsbNza1OoT2hoaEcPXoUV1dXVFRUOHXqFB4eHi8cozZSU1Ol1R+//fZbxo8f3yCBiQpeH43qVZaVlcWwYcOIiorCycmJvn371tAV7ty5k9jYWBYsWECbNm3q3HdkZCR79uyRBiDKk4egKiLgwYMH9XLgUdA4NGokhYGBAf7+/kycOJELFy6wevVqDh06RGRkJPHx8QQGBnLv3j3Gjx8vk+ACmJubM2jQIJSUlGpoPOqKpaUl2trabN26Va72ChqXNxbD9uzZM3bv3s2WLVuqlUbV1tZm1apVciUhyc3NZfXq1bi6ur40c/fLOHPmDGFhYaSmpr5xC5KCl/PGYthatmzJN998Q2JiIn///TehoaFoaGhga2srd/YcXV1dzMzMCAwMlNuS1rNnT/Lz84mKipKrvYLG440HYCopKdGyZUsyMzMpLS2tdx7XXr16kZ6eTl5enlztq5Jm1FY5U8HbxRsX3iqys7MB2esx/Juq9i/KVP4qqlZshSXt7eetEd7aClzLQ5XQyXtsqPLTeJ1JkRU0DG+N8FYJizxeY/+kKneAvBVnbt++jYGBARYWFvWah4LXz1sjvH379kVVVZWIiIh69RMREYG+vr5c3mdlZWWEhYXh5uZWr+R/ChqHt0Z4W7ZsydixYwkODpb7CFFYWMidO3do1aqVXPFqYWFhlJSUNHrOLQXy8dYILzz3uX327Jk0mYesBAcHA8/dMGNjY2Vqm5CQgK+vL5MnT5YGUyp4u3mrhNfa2hobGxuOHj36yuLU/yY+Pp5Lly4xa9YsHBwc2LlzJ/fu3atT2wcPHrBt2zb09fVp2bJlndspeLO88SyR/yYjI4N+/fqRl5fHtGnTaNeu3SvVVjExMezbtw8rKysuXrxIZWUlkyZNwsfHh/fffx9ra2u6d+9ezfghkUi4f/8+gYGB0oqTZmZmpKamkpGRwYIFC1i/fr1CZfYW89YJb2hoKN9++y1Xr14FnpuL7ezsGDJkSA1/3Li4OAIDA4mMjGTYsGEcOXJEamQQi8UcOnQIT09Pbt26hb6+vtQfuKysjPT0dLKyslBWVqZHjx6cP3+e1q1bU15ezpYtW/jiiy/YsmULc+fOfSO/g4JX81YJr7+/P0OHDqVLly64u7vTrFkzjh07xtmzZ9HV1cXU1BQ1NTVKSkpISkoiLS2Nrl278tlnnzF79uwXZie8c+cOe/bs4cmTJ+Tl5aGjo0O7du0oLi7G29ublJSUGunoP/74YyIiInjw4IFi9X1bEd4SJBKJYGZmJtja2gqlpaXVnq1cuVIQiURCjx49hK5duwp9+vQRJk6cKFy/fl2QSCRyj/nhhx8Ko0ePrvXZwYMHBUDIy8uTu38Fr5c3mtb/n0RFRREVFcX58+erFWAGWLx4Mb/99huTJ09u0IhdTU3NF4bkP3v2DGVl5RpzUfD28NZoG6p8G2oL29HS0sLQ0FBmDcSrGDt2LIGBgYSEhFT7vKioiK1bt+Li4qIQ3reYt0Z4u3TpgpKSEteuXavx7PHjxyQkJNQ7686/GTt2LP3792fo0KGsXbuW0NBQDh8+jK2tLSkpKaxcubJBx1PQwLzpc8s/cXV1FVq2bClERERIP8vJyREGDhwoGBgYCEVFRQ0+Zl5enuDm5iZoaGgIgAAIAwYMEMLCwhp8LAUNy1ulbcjIyGDw4MFERkbi4OBAs2bN8PPzQ0VFhbNnz8odHVEXcnNzSUxMRF9f/6UZ2xW8PbxVwgvP/XCPHj2Kt7c3ZWVlWFtb4+7uXu/auAr+93jrhFeBgrry1lzYFCiQFYXwKnhnUQivgncWhfAqeGdRCK+CdxaF8Cp4Z1EIr4J3FoXwKnhnUQivgncWhfAqeGdRCK+Cd5b/B2R0SvCxz87bAAAAAElFTkSuQmCC", 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" ] @@ -157,10 +157,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "[04.02|15:07:47] JOB generate STARTED\n", - "[04.02|15:07:47] JOB generate RUNNING\n", - "[04.02|15:08:56] JOB generate FINISHED\n", - "[04.02|15:08:56] JOB generate SUCCESSFUL\n" + "[12.09|16:10:47] JOB generate STARTED\n", + "[12.09|16:10:47] JOB generate RUNNING\n", + "[12.09|16:10:51] JOB generate FINISHED\n", + "[12.09|16:10:51] JOB generate SUCCESSFUL\n" ] } ], @@ -209,39 +209,12 @@ "\n", "\n", "def get_conformers(job: ConformersJob):\n", - " return job.results.get_conformers()\n", - "\n", - "\n", - "def plot_conformers(job: ConformersJob, indices=None, temperature=298, unit=\"kcal/mol\", lowest=True):\n", - " molecules = get_conformers(job)\n", - " energies = get_energies(job, unit)\n", - " populations = get_populations(job, temperature)\n", - "\n", - " if isinstance(indices, int):\n", - " N_plot = min(indices, len(energies))\n", - " if lowest:\n", - " indices = list(range(N_plot))\n", - " else:\n", - " indices = np.linspace(0, len(energies) - 1, N_plot, dtype=np.int32)\n", - " if indices is None:\n", - " indices = list(range(min(3, len(energies))))\n", - "\n", - " fig, axes = plt.subplots(1, len(indices), figsize=(12, 3))\n", - " if len(indices) == 1:\n", - " axes = [axes]\n", - "\n", - " for ax, i in zip(axes, indices):\n", - " mol = molecules[i]\n", - " E = energies[i]\n", - " population = populations[i]\n", - "\n", - " plot_molecule(mol, ax=ax)\n", - " ax.set_title(f\"#{i+1}\\nΔE = {E:.2f} kcal/mol\\nPop.: {population:.3f} (T = {temperature} K)\")" + " return job.results.get_conformers()\n" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 7, "id": "7a9f8001-e345-43f5-b251-c4455cb92974", "metadata": {}, "outputs": [], @@ -301,7 +274,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 8, "id": "7e40564e-e5fb-459b-ae43-e5b6bed2d0e9", "metadata": {}, "outputs": [], @@ -312,7 +285,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 9, "id": "a5021e89-7861-410e-9a09-e9fd79ef8fca", "metadata": {}, "outputs": [ @@ -321,22 +294,22 @@ "text/markdown": [ "| Conformer Id | ΔE [kcal/mol] | Pop. (T = 298 K) |\n", "|--------------|---------------|------------------|\n", - "| 1 | 0.00 | 0.557 |\n", - "| 2 | 0.57 | 0.214 |\n", - "| 3 | 1.00 | 0.102 |\n", - "| 4 | 1.18 | 0.076 |\n", - "| 5 | 2.12 | 0.015 |\n", - "| 6 | 2.22 | 0.013 |\n", - "| 7 | 2.40 | 0.010 |\n", - "| 8 | 2.50 | 0.008 |\n", - "| 9 | 3.44 | 0.002 |\n", - "| 10 | 3.53 | 0.001 |\n", - "| 11 | 3.76 | 0.001 |\n", - "| 12 | 5.50 | 0.000 |\n", - "| 13 | 6.78 | 0.000 |\n", - "| 14 | 12.85 | 0.000 |\n", - "| 15 | 15.70 | 0.000 |\n", - "| 16 | 18.79 | 0.000 |" + "| 1 | 0.00 | 0.503 |\n", + "| 2 | 0.30 | 0.302 |\n", + "| 3 | 0.67 | 0.162 |\n", + "| 4 | 2.11 | 0.014 |\n", + "| 5 | 2.12 | 0.014 |\n", + "| 6 | 2.89 | 0.004 |\n", + "| 7 | 3.84 | 0.001 |\n", + "| 8 | 6.71 | 0.000 |\n", + "| 9 | 13.42 | 0.000 |\n", + "| 10 | 14.07 | 0.000 |\n", + "| 11 | 15.25 | 0.000 |\n", + "| 12 | 15.79 | 0.000 |\n", + "| 13 | 15.83 | 0.000 |\n", + "| 14 | 17.77 | 0.000 |\n", + "| 15 | 18.79 | 0.000 |\n", + "| 16 | 23.98 | 0.000 |" ], "text/plain": [ "" @@ -352,13 +325,13 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 11, "id": "17cd8978-929b-4105-aad5-ce395b8808f9", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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2bBhb+bBhw3DlyhU8f/4c3bp141iP+SzykCFDahXvqFGjICIigtjYWI5z+9OnTwCAli1b8txGUVER1q9fj8DAQCQlJbE9E1zTEO8nT54gPT2da8P258Y0s5Gro6PDtTwrKwtA1TO/ANCiRQu2emJiYtDX12ctp6i/BYPBYJuwriE0bdoUtra2CAoKarB98vI7XfP/dj22/1rOvOzsbIwfPx6qqqqQlpZG9+7dq73LevHiRVhaWkJCQgK6urpYvnw5ysvLBXUoDYbmzKP+RY8fP0a7du1YvS1RUVEc33M+Pj748OEDNm7ciLFjx2LdunUIDQ1FWlpag/5oUv+2W7duISUlhaOh5urqCklJSYFOIlVaWorU1FS+Xtx6in+koaGB1NRUjgmfmCMeNDU1ea7PXK6mpsZW3qRJEwD/b7z9qKioCOfOnYOdnR3HejUZMGAAsrOzec7AXJOpU6di7dq1GDx4ME6ePIlr167h+vXrUFZWRmVlJc91w8PD0bRpU5iamnIsq2726OrKf37Pqd/Pn3R9/fbtW8ybNw8WFhaQlZWFhoYGnJ2dER0dzdf6+fn5WL58ORwdHaGkpAQGg1FtI/Dx48fw9vaGlZUVREVF//jZwa2srNgm0PvX/HY9tv9SzrzKyko4Ozvj5cuXmDt3LlRUVODr6wtbW1s8ffoUhoaGrLqXL19Gv379YGtri127duG///7DmjVr8O3bN/j5+dX3YQoUzZlH/SuysrJYF+OPHj2Co6MjMjIykJaWhsTERBgaGiIjIwMSEhKQkZHh2hvUrVs3KCkpITY2tqHDp/5RwcHBEBUVRf/+/dnKZWRk4OTkhHPnzmHv3r019oDyIzIyssbhykzx8fEcw/d/ZGFhgQMHDiA2Npatsfbo0SPWcl6srKzw/v17JCUlQV9fn1WenJwMAFBVVeVY5+LFi8jLy6vTpFFTp05F8+bNsWzZMsjLy2PBggWsZcz9x8TE8NzG6dOn4eHhga1bt7LKiouL+ZqBOCwsDE5OTrWOmxfmcOq4uDi297C0tBTx8fEC652nau9Pur4+cOAADh48iIEDB8Lb2xs5OTnw9/dHhw4dcOXKlRo/RxkZGVi1ahV0dXXRunVr3Llzp9q64eHhOHDgAMzNzaGvr493794J+GgaTkpKCp4/f86a2f2f1MjP+LL59OkTAUBWrVpFREVFyYoVK7jWA0AmT57cwNFxSkxMJKKiomyxVFZWkq5duxJtbW1SXl7Oc/2QkBACgJw6dYpV9u3bN6KgoECGDRvGVtfU1JRj0obFixcTBoNBYmNjee7nx4kqGkp1E1UQQkjXrl2Jh4dHg8XCRCeqoBqanp4eX5Pi8Dof8vLyiJiYGBk/fnzDBU79swoLC4msrCxxcnLiupz5u3XixAlW2a/8JmdmZpLr16/z9SoqKuK5rYSEhGp/k7W0tNh+k5OTk0lsbCwpLS1llZ07d44AIIsWLWKVVVRUkC5duhAlJSXWBEk/cnV1JVJSUiQvL4/vY/75N3nOnDkEAPH19WWrx8/kUUpKSsTT05Nt+aZNmzi+V37+TU5NTSUMBoOEhYWxrcucPGrz5s1s5cz1f7xe4XYszMmjHB0d2eL09fWlk0c1oj/t+jo6OprjnMrIyCCqqqqkc+fONa5fXFxMUlJSCCGEPHnyhAAggYGBXOumpqayJmGbPHkyqW3TqDHeMz09Pa7XDQcPHiSSkpJcJ5WrT7yu+RvabzUU+V/LmXf69GmoqalhwIABrDJVVVUMHjwYFy5cYD0r9ObNG7x58wbjx49nm7TB29sbhBCcPn261rHTnHkUVf+Cg4Nx/fp1LF26FCIiIrh8+TKuX7+O3r17o23btqxJcebNm1ftNrZv347S0tJaP79HUXXB7IEEgA0bNnC8mD2IP/8+v3v3DkePHuV4Xb9+nef+mM/Y8vNiTgJVHW1tbcyYMQN79uzBhAkTcODAAfTp0wf379/Hpk2b2IbRLly4ECYmJqxJj4CqCbB69uyJ9evXY8KECfD19YWjoyMePHiA9evXc0xMlZmZicuXL8PV1RUyMjI1v7nV2Lx5M8aNG4fJkyfj6NGjrPKdO3eCEAJLS0ssWrQI+/fvx+LFi9GmTRtWHRcXFxw5cgQzZszAvn37MHr0aOzcuRPKyso89xkeHg4JCQm+e8v5paqqioULF+LKlStwdHTEnj17MG3aNEydOhXW1tYYOXKkQPdH8edPu762srLiOKeUlZXRtWtXvkYviYuL8z0nhZqamkBGn/xozZo1EBISwq5du1hlxcXFWLFiBYyMjCAhIQENDQ0MGDAAHz9+ZNXZsmULOnXqBGVlZUhKSsLKyqpW1/hhYWHo3r0763hsbW3RsmVLvHr1CjY2NpCSkkLz5s1Z27x79y7at2/Put6/ceMGxzafP3+O3r17Q05ODjIyMujZsycePnxY17em3v1WQ5H/tZx5z58/h6WlJcc+2rVrh3379uHdu3do1aoVnj9/DgAcEz9pampCW1ubtZxfNGceRTWMzp07A6i6iLS2toajoyMAYMaMGRg0aFCNw6nu3buHlStXss4FiqpvzAve8PBwhIeHV1vvypUr+P79O6sBxbxJ8zMbGxvY29vXT7BcbNiwAYqKivD390dQUBAMDQ1x9OhRDB8+vMZ1GQwGzp8/jyVLliAkJARBQUFo0aIFjh49ynWo8alTp1BWVsbXtmuyd+9e5OfnY/To0ZCVlUXfvn3RunVrPHz4EEuXLoWfnx+Ki4uhp6eHwYMHs9bbsWMHhIWFERwcjOLiYnTu3Bk3btxAr169eO4vPDyc7QJYkFasWAFVVVXs3r0bM2fOhJKSEsaPH49169bR3+NG8qddX1cnNTWVbUK739GSJUuwbt06+Pv7Y9y4cQCqJuRzcXHBzZs3MXToUEyfPh15eXm4fv06YmJiWNfhO3bsgKurK0aMGIHS0lKcOHECgwYNQmhoKNdJ3n5UVlaGGzduYN26dWzlWVlZcHFxwdChQzFo0CD4+flh6NChCA4OxowZMzBx4kQMHz4cmzdvhpubGxISEiArKwsAeP36Nbp27Qo5OTnMmzcPoqKi8Pf3h62tLatR/Ntp5B5jln8xZ560tDTx8vLiKA8LCyMAyJUrVwghhGzevJkAIF+/fuWoa21tTTp06MBzPzRnXhU67IlqSNnZ2SQ9PZ2kp6cTc3NzMmPGDJKenk7i4uIIAHLu3DmSnp7O9rn/UWxsLFFSUiIWFhYkNze3gaOnKOpvVVZWRuTk5MiePXsaOxSqAfyJ19fc3Lt3jzAYDLJ06dJarVfTUOQf/epQ5NmzZxMhISESFBTEVicgIIAAID4+Phzr87rGLi0tJS1btiQ9evRgK+c2FPnmzZsc762NjQ0BQI4dO8Yqe/v2LQFAhISEyMOHD1nlV69e5Xif+vXrR8TExMjHjx9ZZcnJyURWVpZ069aNVfY7DUX+bXpseeXM27p1K8dMfH379sWUKVM4ttOqVSue+2HmzONHfefM43d95n+rq5ubm8tzP0yJiYmsu8737t2DlpYWaxkzZ9706dNrlTMvNzeXLWfeqFGjqt0/M2fe3LlzOZbVJmfe8ePHWZN78MqZt2jRIoSFhWH06NE1vjcUJWh9+/bF3bt3WX+/evUK27dvZ/3NnJjHxsaGY2KLhIQEODg4QF5eHuHh4ay7pxRFUb8qMzMTM2fO5JgcjPo7/YnX1z/79u0bhg8fjmbNmvF8dKexEEIwZcoU+Pv74+jRoxwpw86cOQMVFRVMnTqVY93qrrGZk0927dqVr2wr4eHhMDU15ZhgT0ZGhm0y2xYtWkBBQQFaWlpsPa7M/2emGquoqMC1a9fQr18/tongNDQ0MHz4cOzfvx+5ubmQk5OrMbaG9Fs0bP/lnHn8rM/8b3V1+R1KRHPmUVTD2bp1K7KyshAVFYWVK1ciNDQUIiIi2LVrF5KSkrBhwwYAVd9JP/r+/TscHBxQUlKCmzdvQkNDozHCpyjqL9WkSROsWLGiscOgGsCfen39o4KCAri4uCAvLw8PHjz4pefZ68vhw4eRn58PPz8/jkYtAHz8+BEtWrRg66jhJjQ0FGvWrMGLFy/Yrvn5SUEUFhaGPn36cJRra2tzrC8vL1/j9XV6ejoKCws5rq8BwMTEBJWVlUhISICZmVmNsTWk32LyqH81Z56GhgarLq/1mRe21dWtaT9MNGceRTUcKysr2NnZoby8HC1btoSjoyPs7OyQlpbGNiGOlZUVa52CggI4OTkhKSkJ4eHhbCm/KIqiKKo2/tTr6x+3OWDAALx69QoXLlyosfOlsXTu3BlqamrYvXs31wlO+XH//n24urpCQkICvr6+CA8Px/Xr1zF8+PAar3nj4+Px9u1brum7/rXr69+ix/ZfzZlnYWGB+/fvo7Kykm0Y7aNHjyAlJcXKGcbcTnR0NGtiKqAqt15iYiLGjx/P1/HQnHkU1fAiIiLQqVMnAFXnyvPnz7Fo0SKudUeMGIHHjx/Dy8sLsbGxbLM/ysjIoF+/fg0RMkVRFPUX+FOvr4Gqx9fc3d1x8+ZNnDx5EjY2Nr8cY31p3rw5Nm3aBFtbWzg6OuLmzZtsjxAZGBjg0aNHKCsrq3YCtTNnzkBCQgJXr15le/QwMDCwxv2HhYVBXl6e54S1taWqqgopKSm2zClMb9++hZCQEEev7++g0Ru2RUVFOHv2LOzt7TmG5AHA4MGDcebMGVy8eFEg6S4E+QxA3759MXPmTPj6+mL37t0Aqu507N27F1paWqyLWaCqZzUnJwcGBgasD7WbmxtOnz6Ns2fPws3NDUDVjMWnTp1Cnz59WB9sMzMzGBsbY9++fZgwYQLrLoufnx8YDAZrXX4sXboUubm5WLhwIeTl5TFp0iQAVR/gbt26ISAgALNmzWIbGkwIYQ1jEBYW5ribs2vXrhrvvqWlpeHZs2cCTxptZ2cHMTEx7Ny5E46Ojqw4Dx48iJycnBpnkaOo+lRRUYFHjx7B09MTAPD06VOUlpaiY8eOXOu/ePECABAQEMA28zdQdROHNmwpiqIofvzJ19dAVWdMSEgI/P392dJi/iwjIwMZGRnQ1dWtMTNHfTI3N0d4eDjs7e3Rp08fXL58mXXDYODAgQgLC2PNFP4j5jW2sLAwGAwG2/X058+fcf78+Rr3HR4eDgcHhxqHOteGsLAwHBwccOHCBXz+/Jl1IyItLQ3Hjh1Dly5dfrvna4HfoGH7c868nxUWFgKouuv044nHzJn3MzU1NZ6pBQT5DAAzZ97mzZtRVlYGa2trnD9/Hvfv32flDGNauHAhDh06xHaXys3NDR06dMDo0aPx5s0bqKiowNfXFxUVFVi5ciXbvjZv3gxXV1c4ODhg6NChiImJwe7duzF27FiOdEM12bx5M3JycjB58mTIysqy8srt3LkTXbp0gaWlJcaPH49mzZrh8+fPCAsLY11wM3PmycvLw9TUFFFRUbhx40aj58xbuXIlHB0d4erqiri4OPj6+tKceVSjExYWZn2/AVXDlXgN8+E3HzRFURRF8fInX19v374dvr6+6NixI6SkpDji6d+/P6SlpQEAu3fvxsqVK3H79m3Y2tqy6uzevRvZ2dlITk4GAFy6dAmJiYkAqhrNzGdKv3z5giNHjgCoGhkJVOWhBapuKPOaFPVnHTp0wIULF+Dk5AQ3NzecP38eoqKicHd3x+HDhzFr1iw8fvwYXbt2RUFBAW7cuAFvb2/07dsXzs7O8PHxgaOjI4YPH45v375hz549aN68OV69elXtPouKinD79m3s3buX7zj5tWbNGly/fh1dunSBt7c3RERE4O/vj5KSEmzatEng+xOIRpqNmaVPnz58TQ0uKipKMjIyCCG8pyP/MZVMQ6ioqCDr1q0jenp6RExMjJiZmZGjR49y1PPw8OA6xXlmZiYZM2YMUVZWJlJSUsTGxoY8efKE677OnTtHLCwsiLi4ONHW1iZLliwhpaWlNcb4Y7qfH+MeNmwYERERIefPn2eVx8TEkP79+xMFBQUiISFBWrRowTa1elZWFhk9ejRRUVEhMjIypFevXuTt27ccU4//PPW3m5sbcXJy4oiNme5n8+bNbOXM9U+dOlXjsRBSld7H2NiYiIqKEjU1NTJp0iSSlZXFVoem+6EoiqIaUkhICFFUVCR5eXmNHcpfZ/78+aRdu3aNHcZv60++vmZeM1f3+vFaevny5VxTzejp6fG1Pq80RfwcM35I98N04cIFIiIiQoYMGcJKRVlYWEgWL15MmjVrRkRFRYm6ujpxc3NjS6Vz8OBBYmhoSMTFxYmxsTEJDAxkHd/Px8a85g4NDSUMBoOkpaVxxGZjY0PMzMw4yvX09IizszNfx/Ls2TPSq1cvIiMjQ6SkpEj37t1JZGQkW53fKd1Pozdsqb8fzZlHURRV/5g3/pgvcXFxYmhoSCZPnkxSU1MbO7waXbhwgbRp04aIi4sTHR0dsmzZMrY85rysWbOG9OnThzRp0oQAIMuXL+dZ/8SJE6RDhw5ESkqKyMvLk44dO5KbN2+yln/9+pWsWLGCWFtbEwUFBaKsrExsbGzI9evX+T6e8vJyYmxsTJYtW0YI+f8FeE2vhmpAxMbGkrlz55LWrVsTGRkZoq6uTpycnKq9uX78+HHWv4+Kigrx8vIi6enpHPWys7PJ3LlzSfPmzYmEhATR1dUlXl5e5MuXLzXGVN3N6+zsbGJtbU3ExcXJ5cuXCSGEpKSkEHFxcXLhwoU6HD1F/R0mTZpErK2tGzuM30ajD0Wm/n40Zx5FUVTDWbVqFZo1a4bi4mI8ePAAfn5+CA8PR0xMTKM+g8bL5cuX0a9fP9ja2mLXrl3477//sGbNGnz79g1+fn41rr9kyRKoq6ujTZs2uHr1Ks+6K1aswKpVq+Dm5gZPT0+UlZUhJiYGSUlJrDoXLlzAxo0b0a9fP3h4eKC8vByHDx+Gvb09AgIC+MqPfunSJcTFxbEmeBwwYACaN2/OWp6fn49Jkyahf//+bM8Qqqmp1bhtQThw4AAOHjyIgQMHwtvbGzk5OfD390eHDh1w5coVtmGlfn5+8Pb2Rs+ePeHj44PExETs2LED0dHRePToESQkJABUTfhjb2+PN2/ewNvbG0ZGRvjw4QN8fX1x9epVxMbG1jovd25uLhwcHPDq1SucO3cOjo6OAKqe0+zbty+2bNkCV1dXwb0xFPUHsbCw4Jrm55/V2C1riqIoiqJ+XXW9XbNmzSIAyLFjxxopspqZmpqS1q1bs/XQLl68mDAYDBIbG1vj+syhhenp6Tx7bKOiogiDwSA+Pj48txcTE8PRG1lcXEyMjY2JtrZ2jfEQQoirqyvp0qVLtctrirW+RUdHcwyRzsjIIKqqqqRz586sspKSEqKgoEC6detGKisrWeWXLl0iAMjOnTtZZREREQQA2b17N9t2AwICCABy9uxZnjH9/BnOzc0lHTp0IGJiYiQ0NJSj/unTpwmDwWAbzklR1L/rt8hjS1EURVFU/ejRoweAqhQbAFBeXo7Vq1fDwMAA4uLiaNq0KRYtWoSSkhK29Zo2bQoXFxdcu3YNFhYWkJCQgKmpKc6ePcvXflNSUvD27VuUlZXxrPfmzRu8efMG48ePZ5vV09vbG4QQnD59usZ91ZQ6hGn79u1QV1fH9OnTQQhBfn4+13pmZmZQUVFhKxMXF4eTkxMSExPZJoXjpri4mKPX83djZWUFGRkZtjJlZWV07dqVLdVYTEwMsrOzMWTIEFbmAaBqMkkZGRmcOHGCVZabmwuAs9dZQ0MDAGqVViY/Px+Ojo549uwZzpw5wzXLAfP9vXDhAt/bpSjq70UbthRFURT1F/v48SMAsGavHzt2LJYtWwZLS0ts27YNNjY2WL9+PYYOHcqx7vv37zFkyBD07t0b69evh4iICAYNGsRXWo+FCxfCxMSEbYgvN8+fPwcAtG3blq1cU1MT2trarOWCcPPmTVhbW2Pnzp1QVVWFrKwsNDQ0WCn7apKamgopKakah3QzU3tZWloKImyWsrIyVnqTml6VlZV12kdqaipbo555w4Nbo1RSUhLPnz9n7att27aQlpbG0qVLcevWLSQlJeHu3buYN28erK2t+W7oFxQUoHfv3njy5AlOnToFFxcXrvXk5eVhYGCAiIiI2h4mRVF/IdqwpSiK+gPcuXMHDAaDr94rQfn8+TMYDAaCgoIabJ81WbFiBVuvEcUpJycHGRkZSExMREhICFatWgVJSUm4uLjg5cuXOHToEMaOHYtTp07B29sbhw4dwpw5c3D+/Hncvn2bbVvv3r3DwYMHsX79esycORMPHjyAmpoa5s+fL7B4U1JSAPy/V+9HGhoarHQdvyorKwsZGRmIiIjA0qVLsWDBAoSEhMDCwgJTp06Fv78/z/U/fPiAs2fPYuDAgWzp/Lh5+/YtAKBZs2YCiZ0pIiICqqqqfL2+fv1a6+3fv38fUVFRbOlfDA0NwWAwOBqPcXFxSE9PR1FREbKysgAAKioqCAkJQU5ODnr27AltbW3Y2tpCU1MTt27d4jvPpoeHBx49eoRTp07V+Pysvr4+3rx5U8sjpSjqb0QbthRFCZyvry8YDAbat29fbR0Gg1Hta+LEiQ0YbdWEJ5s2bUKzZs0gISEBc3NzHD9+nK917927B1dXV+jo6EBCQgLq6upwdHSstgchMjISXbp0gZSUFNTV1TFt2rRqh0P+zrKysiAiIoKTJ082dijUT+zs7KCqqgodHR0MHToUMjIyOHfuHLS0tBAeHg4AmDVrFts6s2fPBgCEhYWxlWtqarJN/CcnJwd3d3c8f/4cqampPOMICgoCIaTGYcJFRUUAqob6/kxCQoK1/Fcxz7Pv37/jwIEDmDNnDgYPHoywsDCYmpqycldyU1hYiEGDBkFSUpJrTtCfff/+HUBVbk9Bat26Na5fv87XS11dvVbb/vbtG4YPH45mzZph3rx5rHIVFRUMHjwYhw4dwtatW/Hp0yfcv38fQ4YMgaioKACw/RupqqqiTZs2WLt2Lc6fP48VK1bg/v37fE24xZSWlgYJCQno6OjUWFdRUREZGRm1OFKKqr1NmzbB2Ni4ziMhqOoNHToUgwcPFsi2aMP2L0NPvPojyBPvbxccHAwxMTE8fvwYHz58qLaevb09jhw5wvHy8vJqwGiBxYsXY/78+bC3t8euXbugq6uL4cOHsz07Vp13795BSEgIEydOxJ49ezBnzhykpqaiW7duuHLlClvdFy9eoGfPnigsLISPjw/Gjh2Lffv2YdCgQfV1aPXm6tWrYDAYcHBwaOxQqJ/s2bMH169fx+3bt/HmzRt8+vQJvXr1AgB8+fIFQkJCbLPzAlUzzCooKODLly9s5c2bN+foITcyMgJQ1aMvCMwhrj8/4wtUPatam+cy+dmPqKgo3NzcWOVCQkIYMmQIEhMTufZyVlRUYOjQoXjz5g1Onz4NTU1NvvdJCPn1wH+gqKgIOzs7vl7MmYr5UVBQABcXF+Tl5eHChQscz976+/vDyckJc+bMgYGBAbp164ZWrVqxZmNl1v/06RO6d+8OLy8vLFq0CH379sXy5cvh6+uL06dP4/Lly3zF4+/vDzExMTg6OiIuLo5nXULIXzeKIygoiO1mr4SEBIyMjDBlyhSkpaU1dng1unjxIiwtLSEhIQFdXV0sX74c5eXlfK3L743mx48fw9vbG1ZWVhAVFeX7M/DgwQPW+8rvDZHc3Fxs3LgR8+fPh5CQEDw9PXnenGe+PD09+dr+r3ry5AmmTJkCMzMzSEtLQ1dXF4MHD8a7d++41t+9ezdMTEwgLi4OLS0tzJo1CwUFBRz1UlJSMH78eDRr1gySkpIwMDDArFmzWDfueGGOrvr5PU5ISICBgQGUlJTw7NkzAMD8+fNx5swZvHz5sg5H/5NfmXnqX82ZFx8fX23+uePHj3PUf/PmDenVqxeRlpYmioqKZOTIkeTbt29sdZKSksiIESOIkZERkZGRIfLy8sTa2poEBQWxzULIS05ODlFSUiIBAQGEkJoTXDNfzCTP9e3x48dk8uTJxNTUlEhJSREdHR0yaNAgEhcXx7X+rl27iLGxMRETEyOamppk5syZJD8/n6NecnIyGTduHGnatCmRkJAg+vr6ZObMmayE47ww8wr+PPvl169fib6+PlFUVCRPnz4lhFQlqRYSEiIvXryow9H/Oz59+kQAkFWrVhFRUVGyYsUKrvXAJRF4Y0hMTCSioqJssVRWVpKuXbsSbW1tUl5eXuttFhQUEDU1NdKrVy+28t69exMNDQ2Sk5PDKtu/fz8BQK5evcpzm8wE6KdOnap1PHXF/K4LDAzkWDZq1KgGy7f5I27J6qkq1c2K/KMJEyYQISEhrr91CgoKxM3NjfW3np4e6datG0e9gwcPEgAkKipKIHEfPXqUACCPHj3iWKatrU0GDBjA97Z4zTRcUVFBJCQkiLq6OscyPz8/AoDr9/vo0aMJg8Go1azSBw4cIADIq1ev6hRrdUpKSkhKSgpfL36/u0pKSoiDgwMRFxcnd+7c4Vn3y5cv5O7du+Tz58+EEEI6duxIVFVVWcuXLl1KhISESHFxMdt6mZmZBABZvHgxz+3/+Bl+9OgRkZGRITo6OuTr16/VrmNvb09MTU1rOsw/CvN9WLVqFTly5AjZv38/8fDwIEJCQqRZs2akoKCgsUOsVnh4OGEwGKR79+5k3759ZOrUqURISIhMnDiRr/UXLFhAAJBx48aRffv2EWdnZ67X18uXLyeioqLEysqKGBkZ8fW7UFFRQSwsLIi0tDTXa7/qbNu2jcjJyZGioiJCCCGRkZHkyJEjrNeqVasIADJ+/Hi28sjISL62/6sGDhxI1NXVydSpU8n+/fvJ6tWriZqaGpGWlib//fcfW9158+YRAMTNzY34+fmRqVOnEhEREeLg4MBWLy8vj+jp6REVFRWybNkysn//fjJlyhQiKipKLCwsSEVFBc+YuF1fJyYmEgMDA6KgoECio6PZ6rdr146MGjXqF98JQgTSsP3XTjzmxd6wYcPYPsBHjhxhfdkzJSQkEBUVFWJgYEB27NhB1q5dSxQVFUnr1q1JSUkJq97Lly+JjY0NWbRoEdm7dy/ZtWsXcXV1JQDIwoUL+TomeuL9OSfe32z16tVEWFiYpKamEicnJ2JoaMi13u/SsN2zZw8BQF6/fs1WfuzYMQKA3L9/v07bbdmyJWnfvj3r75ycHCIiIkLmzp3LVq+kpITIyMiQMWPG8Nwet4ZtcXExcXZ2JnJyciQiIoJVnpiYSLy8vIiGhgYRExMjTZs2JRMnTmR953z//p3Mnj2btGzZkkhLSxNZWVni6OjIcVFfXcO2oqKCqKqqkk2bNrHKmP+eJ0+eJCYmJkRCQoJ06NCBdWG/d+9eYmBgQMTFxYmNjQ0rPcuPTp48SSwtLYmEhARRVlYmI0aMIImJiWx1aMO2evw0bNetW0cAkDdv3rCVp6amEgBk9uzZrDI9PT2iqanJcXN1/vz5BABJSUkRSNwxMTEEANmzZw9beVJSEusag181NRY7dOhAhIWF2X5/CalqkAEgSUlJbOVz5swhAMj27dv5joEQQh48eEAAkAsXLtQ5Vm6Y3wP8vLidYz+rqKggQ4YMIcLCwuTMmTN8x0EIIVlZWURMTIwMGzaMVTZ+/HjCYDA4rv/S0tIIADJ//nye2/z5M3zjxg0iLi5OWrRowdEhwNS8eXMycODAWsX+u/tXU3fV5kZzamoqKSwsJIQQMnnyZL5+F/z8/IiysjKZPn16rRq25ubmZOTIkdUuf/LkSbU3gRtCREQEx3fau3fviLi4OBkxYgSrLDk5mYiIiHBcx+7atYsAIBcvXmSVBQcHEwAcabaWLVtGAJBnz57xjOnn6+ukpCRiaGhIFBQUuP5GbdmyhUhLS3OkIKstgTRs/7UTj3mxt3nz5hr3M2nSJCIpKUm+fPnCKrt+/ToBQPz9/Wtc38XFhUhLS/N155WeeP/3u594fzNjY2PSvXt3QgghQUFBBAB5/PgxRz0AZMyYMSQ9PZ3j9fPn5GelpaVc1+P2qunmxtixY4m0tDTHxfuHDx84cjTykpOTQ9LT00lsbCxZuHAhAUAWLVrEWs680A0JCeFYt0uXLsTS0pLn9n9u2BYWFhJ7e3uiqKjI9v4mJSURTU1NIiUlRWbMmEH27t1Lli5dSkxMTEhWVhYhpOq7wMDAgCxYsID4+/uTVatWES0tLSIvL892YV9dw/bhw4cEAImJiWGVASDm5uZER0eHbNiwgWzYsIHIy8sTXV1dsnv3bmJqakq2bt1KlixZQsTExFifESbm74m1tTXZtm0bWbBgAZGUlCRNmzZlxU0Ibdjywk/D9sWLF6wbnD9i3ky8desWq0xPT48AYGvw5OTkEA0NDWJhYcEqKy0tJbGxsSQ5OZltm8nJySQ2NpaUlpbWGLuxsTFp3bo122/dkiVLCIPBYGuEZ2dnk9jYWJKdnc11OzU1Frdt20YAkH379rHKioqKiL6+Pkev36ZNmzjOY34VFRURMTExsnTp0mrr1KVhm5mZSa5fv87Xi3mTmxdvb2++r0d+NnHiRCIkJMT2/bNlyxau3xnbt28nAMiJEyd4bpPbZ/js2bNEWFiYWFpaso12IaTq88BgMMjWrVtrHf/vrLpzOTQ0lAAga9euJYQQUlZWRlatWkX09fWJmJgY0dPTIwsXLuToMdfT0yPOzs7k6tWrpHXr1kRcXJyYmJjwfTOD33P59evXPG9SrV69muf6db3RzE/D9vv370RZWZns2bOn2tF63DBHoQUFBVVbp7Gvr6tjaWnJdm1x5swZAoCEhYWx1WN+Fw0fPpxVxhzF8vNnkFleU1vpx/c4OTmZGBkZEXl5ea7Xg4RUdfABNee6rkm9NGz/9hPvx4Ztfn4+z4vwJk2akEGDBnGUGxkZkZ49e/LcDyGETJkyhTAYDNZdqerQE+/POvH+VtHR0QQA2bt3LyGk6qJDTEyMTJ8+naMur54GbkP6fyTIXgtnZ2eir6/PUV5QUEAAkAULFvB17L169WLtU0xMjEyYMIHtwvLUqVMEALl37x7HuoMGDeI6PJLbMZ86dYrk5eURGxsboqKiQp4/f85Wz93dnQgJCXFt3DAb78XFxRwN/vj4eCIuLs7WO1Zdw3bp0qVET0+PrQyoehzlx/fb39+fACDq6uokNzeXVc5s+DPrlpaWkiZNmpCWLVuyvWfM35Jly5axymjDtnr8NGwJ+f9jKoMHDyZ79uxh/d2vXz+2enp6esTIyIgoKCiQBQsWkG3btpFWrVoRISEhcuXKFVY95ufk58damNvlp+fw0qVLhMFgkB49epB9+/aRadOmESEhITJu3Diux/jzZ/Lw4cNk9erVrM9W9+7dyerVq8nq1avZRlIVFhYSMzMzIioqSubMmUN27txJrK2tibCwMAkPD2fVO3v2LAFADA0NOUZmHTlyhK/HrVxcXEjHjh2rXV6Xhq0gMRv5HTt25HqMPz76s379ejJixAiyc+dO4uvrSxwcHAgAsmbNGrZtZmRkEHV1dSImJkamTZtG/P39yYQJE4iwsDAxMzOr8aZldZ/hgIAAAoDY2NiwfUecPn2aACAfPnwQwDvy+6jufdixYwfbbyzzHHNzcyN79uwh7u7ufJ3LPj4+rHP52rVrNcbD77n8q48V1PVGMz8NW29vb2JmZkbKy8tr1bBlHhOvxwrqcn1dXFzM9w36uqisrCRaWlpsIx2ZNwh+vIFJyP+vd1q0aMEqe/36NRESEiKdOnUiUVFRJCEhgYSFhRFtbW2Ozxc3zPc4JiaGGBsbEzk5OfLw4cNq65eVlRFJSUm2UUN1wd+867XELWfeoUOH4ObmhtmzZ+PRo0dYv349YmNjce7cObZ1mTnzJk6cCA8PDwQGBmLQoEG4cuUK7O3tee534cKFOHToEOLj43nOwiionHkrV67E3LlzwWAwYGVlhbVr17JNpJKUlIRv375x7AcA2rVrx5qd8kdFRUUoKChAfn4+7t69i8DAQHTs2LHGyTMiIyMBQOA580pKSmpMRM/0czJ7fhBCkJaWBjMzM7Z9Apw585h5A58+fcoq69atG4SEhDB9+nRs3boV2traePXqFdauXYt+/frB2NiYrzjS0tLg5uaG1NRUXLt2DdbW1lzrmZqaQlJSEhEREWwzhVJVgoODISIigoEDBwKoyjHo6OiIEydOYOvWrRwpMvr27YspU6ZwbKdVq1Y898OcGZQfNc0MWlRUVO1srMzl/NiwYQNmz56NhIQEHDp0CKWlpWyTZQhq5tecnBw4ODjg06dPuHPnDtu5U1lZifPnz6NPnz5cv3eYk2v8GENFRQWys7MhIyODFi1asCZz4CU8PBzOzs4c5T179mT77mXOij1w4EDIyspylH/69AlNmzZFdHQ0vn37hhUrVrBNeOPs7AxjY2OEhYVh5cqVNcZF8efAgQPQ19dHUFAQzp07B3V1dSxcuBDLly/nqGtoaIhdu3Zh7ty5iIuLQ7NmzRASEsKajEpQXFxccPbsWaxcuRJTp06FqqoqFi1ahGXLlvG1/sGDB3H37l3W37dv32alLurSpQv09PQAVP2u3Lp1C/PmzUNAQAAKCgpgYWGBsLAwtmNiTmLy/v17jBo1imN/t2/fhpqaGs+YvLy8MHDgQCQkJPA1u29De/HiBQAgKioKUVFRHMvj4+MhLS0NoOo7+dy5c7h48SIqKipgbm6OkydPckx8p6ysjOjoaCxbtgyXLl3C3r17oaysDC8vL6xbtw5iYmJ1inX06NHIzMzEnDlzMGjQIJw7dw4iIiI4deoUunTpAgMDgzpt93fHTN1VXFyMiIiIalN37d+/HwDg7e2NJk2aYMuWLbh9+za6d+/O2ta7d+9w5swZDBgwAAAwZswYGBsbsyZOFIRfTd2VkpICNTU1jomgmNura+qvV69ewd/fH+Hh4TWm6vpZfaXuOn78ON8zhZM6TEIXHByMpKQkrFq1ilXWokULAFVpw378bNy/fx8A2HKOm5qaYt++fZgzZw46duzIKvfw8MCBAwf4jsPZ2RlZWVm4evUqz0wZIiIi0NHR+fXUXb/SKmbeUbpx4wZJT08nCQkJ5MSJE0RZWZlISkqSxMRE1rCnsWPHsq3LfG6F32FPbdq0qTEefu8obd68mQDgOhmBtbU16dChA8/1v3z5QhwcHIifnx+5ePEi2b59O9HV1SVCQkJsQ2KZd3AOHz7MsY25c+cSABy91uvXr2frberZsyfPSROYlixZQgDwHCJblztKP08QxutVF0eOHCEAyMGDB1llT58+5dpzfuXKFQKAyMjIsJUfOHCAKCgosMXi4eHB10RgzDtKenp6RE5Ojq/JUIyMjEjv3r35PMJ/R3l5OdHQ0OB4Dpo5XPznyZGA3+MZW0H12P6opKSEmJmZsT33JageWxkZGSIiIsLxXDoh/39OsqYJWioqKoiPjw9p3rw5ERYWZjt3fhwizK3HNiUlhTAYDI4RFQA45ihgrr9hwwaux3L69GlCCCHHjx8nAMjNmzc5Yu3Xrx9RUVFh/U17bBsOcxQVVTfl5eXEyMiILFmypLFD+SulpKQQCQkJcv78+cYOReCqu/bS09NjjZao7nn5lJQUAjTO8/LMuVzS0tI4lnXt2pW0bt2a5/o9evQgJiYmHOUVFRUEANfRX4TU3GNrY2NDXFxcWH/Xpsd20qRJREREhGedulxfJycn8/1YQW3FxsYSOTk50rFjR45HGdu3b09kZGRIQEAAiY+PJ+Hh4URPT4+IiooSYWFhtrqXL18mDg4OZPv27eTcuXNk1qxZREREhK9eVeZ7LCEhQTQ1NTnmIOKmffv2xNraunYH+xOB9Nja2dmx/a2np4fg4GBoaWnh8OHDALjnzNuyZQvCwsLY7hpUlzNv48aNSE1N5dn7EhQUhKCgoBrjrannJDc3l+f6urq6uHr1KlvZqFGjYGpqitmzZ7N6MmraD7POj8uHDRuGtm3bIj09HaGhoUhLS+OrJ+f79+8QERHhmKL/V/Xq1YvvnrHaevv2LSZPnoyOHTvCw8ODVW5paYn27dtj48aN0NLSQvfu3REbG4tJkyZBVFSU4/3Q0tJCu3bt4OTkBD09Pdy/fx87d+6EiooKtmzZwlcsaWlpUFJS4nqX8Wc0Zx53t27dQkpKCkcuSFdXV0hKSiI4OFhgqWFKS0uRmZnJV11VVVWed2g1NDRw+/ZtjpQRzDvPtUntwSQmJgZXV1ds2LABRUVFkJSUZH22mNv9UUpKCt/76du3L06cOIENGzbg8OHDEBKqfda2devWYenSpfDy8sLq1auhpKQEISEhzJgxo8ZUYZcvX4aEhATb9zZTde9zdeVEwKlQKOp3IiwsjFWrVmHSpEmYP3++wH+f/3Xbt29Hq1at0Ldv38YOpd7s2bMHRkZGEBERgZqaGlq0aMH6zhd06q7a5j3m5ldTd0lKSla77o/br42QkBBERkYiJiam1uvWJw0NDb6uOWsrNTUVzs7OkJeXx+nTpzl+f8+cOYMhQ4aw0ioKCwtj1qxZuHv3LltqrYiICLi4uODhw4esEWD9+vWDnJwcVq5cCS8vL5iamtYYz9GjRzFy5EjY29vjwYMHaNKkSbV1f74OqwuBNGz/tROPGyUlJYwePRobNmxAYmIitLW1a9zPj7Ew6enpsYZMDRs2DOPHj4ednR3i4uIElsuvNuiJx0kQJ97fKDg4GKKiohxDtGVkZODk5IRz585h7969AvkcR0ZGcm1YcVPTowkWFhY4cOAAYmNj2T4rjx49Yi2vi6KiIhBCkJeXB0lJSbRs2RIiIiKIjo5my4dcWlqKFy9e8J0juV+/fnBwcICnpydkZWXh5+fHWqaqqgo5Obkaf8BPnz6N7t274+DBg2zl2dnZNT5SwLwZKcjvI+Z3XlxcHHr06MG2LC4ujrWcov40Q4YMwZAhQxo7jL/Shg0bGjuEeteuXTuuj5X86He6HvnxBu7Pw+9TUlLQrl27GtcX9I3muXPnYtCgQRATE2Pl3s7OzgZQlVO1tLSU53aVlZVRXl6OvLw8tkdqflVRURFycnL4qstv2ycnJwe9e/dGdnY27t+/z/W4tLS08ODBA7x//x6pqakwNDSEuro6NDU1We0toCqXtJqaGsfnz9XVFStWrEBkZCRf19c2NjY4efIkBgwYgF69euHOnTuQl5fnWjcrKwuGhoZ8HWt1an+rn4t27drBzs4Otra2MDEx4dqD8LueeD+rTc/Jz5gnMbMnqab9KCkpce3N/ZGbmxsSEhJw7949nvV+PPEEqaioCKmpqXy9+PXjiXflyhWeJ967d+9w7949JCYmYtOmTUhISOD7xCOEsJ49rgnzxIuPj0evXr14ftlkZWXV6Xniv1lRURHOnj0Le3t7KCoqciwfPHgw8vLycPHiRYHsj/mMLT+vmn4Q+vbtC1FRUfj6+rLKCCHYu3cvtLS00KlTJ1Z5SkoK3r59i7KyMlbZt2/fOLaZnZ2NM2fOQEdHh3WTRF5eHnZ2djh69CjbeXrkyBHk5+dzPKvGi7u7O3bu3Im9e/di/vz5rHIhISH069cPly5dQnR0NMd6zB5SYWFhjt7SU6dOsT1fw01ZWRmuX7/O9fnaX9G2bVs0adIEe/fuZbsRePnyZcTGxgp8fxRFUX86PT09VFZW4v3792zlaWlpyM7O5rgh+OHDB47v/Xfv3gEAz5u/tcG8Efzz709ycjISExNrvFFsYWGBwsJCxMbGspX/yo3mhIQEHDt2DM2aNWO9duzYAaBqhKCTkxPP9ZlztcTHx9d637yEhISwOo9qevGjuLgYffr0wbt37xAaGlpjo9PQ0BBdu3aFuro63rx5g5SUFLYRuGlpaaioqOBYj3n98+McIjXp06cPAgIC8PLlS7i4uHAdiVpeXo6EhASYmJjwvV1u6mXyqB/9eOL9GGxNJ96PDeH6PPF+vHvEPPHGjx9fp+1++vQJQFWvCVDVOFNVVeV6gfn48WO+TlDmP35Nd3V+PPHMzc1rEzZPISEhAn24/ccT78aNG3ydeMy7N8wTz9PTk7W8Pk48Dw8PuLi44Nq1axy9UswTz9XVle/t/gsuXrzIaqxxu4teWFgIoKpX98fei3fv3uHo0aMc9dXU1HhOZqGoqMjxCERdaWtrY8aMGdi8eTPKyspgbW2N8+fP4/79+wgODmYbTcBtgrrevXtDW1sb7du3R5MmTfD161cEBgYiOTkZISEhbPtau3YtOnXqBBsbG4wfPx6JiYnYunUrHBwc4OjoWKu4p0yZgtzcXCxevBjy8vJYtGgRgKphxteuXWPtw8TEBCkpKTh16hQePHgABQUFuLi4YNWqVRg9ejQ6deqE//77D8HBwdDX1+e5zwcPHiA3N1fgDU1RUVFs3LgRo0ePho2NDYYNG4a0tDTs2LEDTZs2xcyZMwW6P4o/zN4NiqJ+P05OTli0aBG2b98Of39/VrmPjw8AcHxPJycn49y5c6zJo3Jzc3H48GFYWFiwbgCXlZXh48ePkJeXZ2tQpaSkICcnBwYGBhAVFa02JjMzMxgbG2Pfvn2YMGEC6/fTz88PDAYDbm5urLo5OTlISUmBhoYGqwevb9++mDlzJnx9fbF7924A1d9o5tfPk9QCwIkTJxASEoLDhw9DW1ub5/rMiZOio6MFen0tyEf9KioqMGTIEERFReHChQtskz3VpLKyEvPmzYOUlBQmTpzIKjcyMsK1a9dw584d2NrassqPHz8OAGjTpk2tYhw1ahSysrIwffp0DBw4EBcuXGD7LL158wbFxcV1+jdm8ysP6P6rOfO4JQlPTEwkioqKxNzcnK184sSJRFJSkm0CqBs3bhAAxM/Pj+c2CSGkT58+hMFgkPfv3/M8no8fP3JMwvSzxn64vby8nLi6uhIRERGOiWdqUlFRQZydnYmUlBRbTuApU6YQAOT27dts9WfMmEEA8JxanBDuEwgwp9Pv3bs3x2eJme6ntons/3Z9+vTha4IxUVFRkpGRQQjhne7HxsamQeOvqKgg69atI3p6ekRMTIyYmZmRo0ePctTjNkHd7t27SZcuXYiKigoREREhqqqqpE+fPlwniSKEkPv375NOnToRCQkJoqqqSiZPnsyWCqc6P+exZWJ+l+7evZtV9uXLF+Lu7k5UVVWJuLg40dfXJ5MnT2al2iguLiazZ88mGhoaRFJSknTu3JlERUURGxsbtvf+58mj5syZw5HrkwlcJgOrLud3dccSEhJC2rRpQ8TFxYmSkhIZMWIESUxMZKtDJ4+iKOpv9y+n7mJOrjp+/Hiyf/9+4uzsTACQ4OBgtnqfP39mpfRq3749a9LR1atXc5209Ue1mTyKEEJatmxJhg0bVu3yxk6nOX36dAKA9OnTh2vqrh9NmzaNjB8/nvj6+pIdO3aQ9u3bEwaDwfGevX37lkhLSxMZGRmycOFCsnfvXjJs2DACgNjb29cYU3XvMbN86NChbGkHt2zZQqSkpPi6HuKl3hu2hPx9J56npyfp2rUrWbFiBdm3bx9ZtGgRUVZWJmJiYhwNrK9fvxJlZWViYGBAdu7cSdatW0cUFRVJq1at2GZEnj59Omnbti1ZsmQJ2bdvH9mwYQOxtrYmAMjUqVNrPB5C6In3J514FPUnMjExIXPnzm3sMCiKov5q/F5fl5WVkZUrV5JmzZoRUVFRoqOjQxYuXMiRcYM5w/nVq1eJubk5ERcXJ8bGxhw3FwVxfU0IIefOnSMWFhZEXFycaGtrkyVLlnB0FFTXsOX3RjOvfPY13RyvbcPWx8eHyMjIkMLCQq7LG/v62sbGhmdnwY8CAwNJ69atibS0NJGVlSU9e/bkyGvL9PbtW+Lm5kZ0dHSIqKgo0dPTI3PmzCEFBQU1xsTrPZ46dSpHJoX27duTkSNH1vLIOTVIw/ZvO/GOHTtGunXrRlRVVYmIiAhRUVEh/fv3J0+fPuW6n5iYGOLg4ECkpKSIgoICGTFiBEdy92vXrhEXFxeiqalJREVFiaysLOncuTMJDAzkmJ69OvTE+3NOPIr605SUlJAVK1ZwpJagKIqifm80ddevyc7OJkpKSuTAgQONHcpf6fnz54TBYJDnz5//8rYYhPw++RaaNm2Kli1bIjQ0tLFD+SPl5ORAX18fmzZtwpgxYxo7nL/OixcvYGlpiWfPntV5plyKoiiKoqiGRK+vf93GjRsRGBiIN2/e1CnNHlW9oUOHorKyEidPnvzlbdGG7V+Gnnj1R5AnHkVRFEVRVEOg19fUv4I2bCmKoiiK+qtkZ2fj8OHDOHnyJDIzMyEvL48BAwbAy8sLysrKjR0eRTUoen1N/Stolx5FURRFUX+NsLAw6OjoYPbs2WjSpAkcHR2ho6ODJUuWQFtbmyMNF0X97T5//kwbtdQ/od7z2NYGzZlHURRV5eTJk5g4cSK+fv0KGRmZxg7nr7JgwQLcvn0bjx49auxQKAG7c+cO+vfvDycnJ/j5+bHl4kxPT8fMmTMxfPhwSEtLw8XFpREjpSiKogSN9thSFIWgoCAwGAzWS0JCAkZGRpgyZQrS0tIaO7waXbx4EZaWlpCQkICuri6WL1+O8vLyGtdLTk7GyJEj0aJFC8jKykJBQQHt2rXDoUOHwO0pjaSkJAwePBgKCgqQk5ND37598enTJ7Y6CQkJWLlyJdq1awdFRUWoqKjA1tYWN27c4Pt4KioqsHz5ckydOhUyMjJYsWIF279Pda8fk6jXp7dv32LevHmwsLCArKwsNDQ04OzsjOjoaK71T5w4wfr3UVVVxZgxY5CRkcFRLycnB/PmzYOhoSEkJSWhp6eHMWPG4OvXrzXGxPwM/xxDTk4O2rVrBwkJCVy5cgUAMGPGDLx8+RIXL16sw9FTv7N58+bB2toap06dYmvUAoCqqioOHz4Me3t7zJ49m+s5TlEURf25fqseW4qiGteqVavQrFkzFBcX48GDB/Dz80N4eDhiYmIgJSXV2OFxdfnyZfTr1w+2trbYtWsX/vvvP6xZswbfvn2Dn58fz3UzMjKQmJgINzc36OrqoqysDNevX4enpyfi4uKwbt06Vt38/Hx0794dOTk5WLRoEURFRbFt2zbY2NjgxYsXrOf2Lly4gI0bN6Jfv37w8PBAeXk562I6ICAAo0ePrvGYLl26hLi4OIwfPx4AMGDAADRv3pwtlkmTJqF///4YMGAAq1xNTa1W711dHThwAAcPHsTAgQPh7e2NnJwc+Pv7o0OHDrhy5Qrs7OxYdf38/ODt7Y2ePXvCx8cHiYmJ2LFjB6Kjo/Ho0SNISEgAACorK2Fvb483b97A29sbRkZG+PDhA3x9fXH16lXExsZCVla2VnHm5ubCwcEBr169wrlz5+Do6AgAUFdXR9++fbFlyxa4uroK7o2hGlV0dDSePHmCixcvQlRUlGsdISEhLFq0CDY2Nrh58ybbZ5WiKIr6w/1ywiCKov541eWknjVrFgFAjh071kiR1czU1JS0bt2alJWVscoWL15MGAwGiY2NrdM2XVxciLS0NCkvL2eVbdy4kQAgjx8/ZpXFxsYSYWFhsnDhQlZZTEwMR17k4uJiYmxsTLS1tfnav6urK+nSpUu1y9PT0wkAsnz5cj6PSLCio6NJXl4eW1lGRgZRVVUlnTt3ZpWVlJQQBQUF0q1bN7Z83JcuXSIAyM6dO1llERERBADZvXs323YDAgIIAHL27FmeMf38Gc7NzSUdOnQgYmJiJDQ0lKP+6dOnCYPBIB8/fuT/wKnf2q5du4ioqCjbectNZWUlUVJSIqtXr26gyCiKoqiGQIciUxRVrR49egAA4uPjAQDl5eVYvXo1DAwMIC4ujqZNm2LRokUoKSlhW69p06ZwcXHBtWvXYGFhAQkJCZiamuLs2bN87TclJQVv375FWVkZz3pv3rzBmzdvMH78eIiI/H8Aire3NwghOH36dG0Oly3+wsJClJaWsspOnz4Na2trWFtbs8qMjY3Rs2dPthRQZmZmUFFRYdueuLg4nJyckJiYiLy8PJ77Li4u5uj1/N1YWVlxPPerrKyMrl27IjY2llUWExOD7OxsDBkyBAwGg1Xu4uICGRkZnDhxglWWm5sLgLPXmTmcVFJSku/48vPz4ejoiGfPnuHMmTNwdnbmqMN8fy9cuMD3dqnf26dPnyAsLAxhYWGe9RgMBkRERGr8fqEoiqL+LAJp2BJC8OLFC1y9ehUPHz5ERUWFIDZLUVQj+/jxIwCwhtmOHTsWy5Ytg6WlJWsY7vr16zF06FCOdd+/f48hQ4agd+/eWL9+PURERDBo0CBcv369xv0uXLgQJiYmSEpK4lnv+fPnAIC2bduylWtqakJbW5u1vCZFRUXIyMjA58+fcejQIQQGBqJjx46sxlRlZSVevXrFsR8AaNeuHT5+/FhjgzU1NRVSUlI1Dul++vQpSktLYWlpyVfs/CorK0NGRgZfr8rKyjrtIzU1la1Rz7zhwa1RKikpiefPn7P21bZtW0hLS2Pp0qW4desWkpKScPfuXdYzk/w29AsKCtC7d288efIEp06dqnaCIHl5eRgYGCAiIqK2h0n9pmJjY1FcXIwXL17wrPfp0yekp6dDUVGxYQKjKKpGsbGxOHDgAPbv38/3bzdFcfjVLt8TJ06QVq1aEQCsV9OmTcmOHTvYhp7xUlpaSsLCwsj+/fvJiRMnSFZW1q+GRVFULTCHcd64cYOkp6eThIQEcuLECaKsrEwkJSVJYmIiefHiBQFAxo4dy7bunDlzCABy69YtVpmenh4BQM6cOcMqy8nJIRoaGqRNmzY1xuPh4UEAkPj4eJ71Nm/eTACQr1+/ciyztrYmHTp0qHFfhBCyfv16tu+wnj17sm2TOfR31apVHOvu2bOHACBv376tdvvv378nEhISZNSoUTXGcuDAAQKA/Pfff9XWqctQ5Nu3b7MdI69XTe87N/fu3SMMBoMsXbqULU4Gg0HGjBnDVvft27esfWVkZLDKQ0NDiYaGBlssvXr14hj2zA3zM6ynp0dERUXJ+fPna1zHwcGBmJiY1OIoqd9Zr169iJSUFBk9ejTPejNnziTCwsLk2rVrDRQZRVHVef/+PenevTvrO5/BYBAApEOHDuT58+eNHR71h/mlyaO2bt2KOXPmwMnJCZs3b4aJiQkSEhKwb98+TJ8+HbGxsfD19WUbgvZToxp+fn5Yu3YtkpOTWeVSUlIYM2YMNm3axJpYhKKo+vdzr5ienh6Cg4OhpaWFw4cPAwBmzZrFVmf27NnYsmULwsLC0L17d1a5pqYm+vfvz/pbTk4O7u7u2LhxI1JTU6Gurl5tHEFBQQgKCqox3qKiIgBVQ31/JiEhwRreWpNhw4ahbdu2SE9PR2hoKNLS0ljb5mc/P9b5WWFhIQYNGgRJSUls2LChxli+f/8OAALvTWrdujVfveUAeP7bcPPt2zcMHz4czZo1w7x581jlKioqGDx4MA4dOgQTExP0798fSUlJmDp1KkRFRVFWVsb2vqmqqqJNmzaYMmUKzMzM8OLFC2zatAmjR4/GqVOn+IolLS0NEhIS0NHRqbGuoqIi7Rn4w1VWVuLq1asICAjA/fv3UVhYiMDAQFhaWmLKlCkc9Y8cOYLt27eDEAJ5eflGiJiiKKZPnz6hc+fOkJeXx/Hjx9G/f38ICwsjLCwMy5cvR7du3XD//n20bt26sUOl/hR1bRHHxMQQAGTBggVce2aZvQ4XLlyodhvLli0jAIinpyd58eIFqaioIImJiWTFihVEQkKC2Nvbk5KSkrqGSFEUn5i9XXv27CHXr18nt2/fJm/evCEVFRWsOhMmTCBCQkKktLSUY30FBQXi5ubG+ltPT49069aNo97BgwcJABIVFSWQuAXVY/uzcePGER0dHVJYWEgIqXuPbXl5OenTpw8RExMjN2/e5GvfzEmqEhISqq3T2JNH/Sg/P59YW1sTeXl5rr3M2dnZxNXVla0XduTIkWTAgAEEAGuEzsePH4mUlBQ5ffo02/pBQUEEAAkPD+cZB/MzfOjQIaKsrExUVVV59qITQsjgwYNJkyZNanfA1G+hsrKSHDt2jDU6REtLi/To0YO4u7sTKysrAoBYWloSf39/cvXqVRIQEEDat29PABADAwOioKBACgoKGvswKOqfNmjQIKKnp0e+ffvGsSwvL4+0atWK2NraNkJk1J+qzj22fn5+UFNTw8qVK7n2yI4ZMwb79u2Dr68v13QKb968wapVq7B69WosWbKEVa6lpcW6S2NnZ4eAgABMnDixrmFSFFUL7dq14/oc6Y+qG4HRGJgTC6WkpHD00KWkpKBdu3Z12q6bmxv279+Pe/fuoVevXlBSUoK4uDhSUlI46jLLNDU1OZaNGzcOoaGhCA4OZk3EVRPm88xZWVnQ1tauU/zclJaWIjMzk6+6qqqqNU7Aw9zmgAED8OrVK1y9ehUtW7bkqCMvL48LFy7g69ev+Pz5M/T09KCnp4dOnTpBVVUVCgoKAKp66YuLizmeiWX+fkRERKB37941xmRqaorw8HD07NkT9vb2iIiIqLb3Nisri2OiL+r39+3bN0yYMAHnz59Hq1atMGPGDOjp6bG+mywtLWFpaYkHDx5g4sSJrHy1WlpaUFFRwcePH2FlZcXXZ5yiqPqRmpqKc+fOwcfHB6qqqhzLZWRksGjRIgwbNgxv3ryBqalpI0RJ/Wnq3LC9efMm3NzcICYmVm2dYcOGYe7cuSCEsH5wsrKyEBsbi02bNqFJkyZsw9Z+1L17d/Tp0we+vr6YMGHCb3UxTVH/Ij09PVRWVuL9+/cwMTFhlaelpSE7Oxt6enps9T98+MB27gPAu3fvAFTNOiwIFhYWAKryV/7YiE1OTkZiYiIrD2xtMYfH5uTkAKjKfdmqVStER0dz1H306BH09fU5cqzOnTsXgYGB2L59O4YNG8b3vo2NjQFUzUTdqlWrOsXPTWRkJNtQcV7i4+Nr/DeqrKyEu7s7bt68iZMnT8LGxoZnfV1dXejq6gIAsrOz8fTpUwwcOJC1PC0tDYQQjskHmTPXlpeX8xU7UHWD5vz583B2doa9vT3u37/P9cIpPj6eDnH7w3z+/Bk9evRAeno6PD09Wd8BPzMzM4OZmRmKiopQVFQECQkJSElJoaKiAnfu3MHly5fh5OSEixcvQlpaumEPgqIovH79GuXl5TxvWDo5OQEAXr16RRu2FF/qPCtyWVlZjT8GMjIyKC8vR1xcHGbPng19fX0oKSmhc+fOCAsLQ58+fXg2jAcMGID//vsPCxYswPnz5/l+Xo6iKMFj/sBs376drdzHxwcAOFKqJCcn49y5c6y/c3NzcfjwYVhYWLCe4SwrK8Pbt285ekL5TfdjZmYGY2Nj7Nu3j61B5OfnBwaDATc3N1ZZTk4O3r59y2qsAkB6ejrX7R48eBAMBoNtZmI3Nzc8efKErXEbFxeHW7duYdCgQWzrb968GVu2bMGiRYswffp0nsfwMysrK4iJiXFtRP8K5jO2/Lz4ecZ26tSpCAkJga+vLwYMGFCrWBYuXIjy8nLMnDmTVWZkZARCCFvqJAA4fvw4AKBNmza12kfPnj1x/PhxfPjwAY6Ojhy/Hzk5Ofj48SM6depUq+1SjSctLQ22trbIycnBzJkzq23U/khSUhJKSkqs2ciFhYXRs2dPTJo0CZGRkejXrx9N+0NRjYCZou/ndIE/Yi6joysoftW5x9bExAS3bt3iWSc8PBxycnIwMTGBjIwMLCws0LlzZ2hqauLo0aM1flCZH/q9e/di06ZNkJKSgru7O2bPno3mzZvXNXSKouqgdevW8PDwwL59+5CdnQ0bGxs8fvwYhw4dQr9+/Th6A42MjDBmzBg8efIEampqCAgIQFpaGgIDA1l1kpKSYGJiAg8PD7bJohYuXIhDhw7x1XO4efNmuLq6wsHBAUOHDkVMTAx2796NsWPHsvUsnzt3DqNHj0ZgYCA8PT0BAGvXrkVERAQcHR2hq6uLzMxMnDlzBk+ePMHUqVPZvme8vb2xf/9+ODs7Y86cORAVFYWPjw/U1NQwe/Zstv3MmzcPhoaGMDExwdGjR9nitbe358jV+iMJCQk4ODjgxo0bWLVqFc9jrw1FRUWB5cbdvn07fH190bFjR0hJSXEcY//+/Vk3Pjds2ICYmBi0b98eIiIiOH/+PK5du4Y1a9aw5QT29PTEli1bMGHCBDx//hxmZmZ49uwZDhw4ADMzM7aJyPjVv39/7N+/H15eXnB1dcWVK1dYk33duHEDhBD07dv3F94JqqEQQuDh4YGMjAzMmjWLNWS/rgwMDDBmzBj4+flh/fr1WLZsmYAipSiKH5aWlpCRkcHJkyexcuVKrnVCQkIgLCyMzp07N3B01J+qzg3bCRMmoE+fPrh69Sp69erFsfzgwYO4cOECJCQkMGTIELRt2xaioqKs5bq6uggPD0dFRUW1DdxLly6hSZMmWLBgAbKysvD48WMcP34cgYGBWL9+PaZNm0bv4lBUAzpw4AD09fURFBSEc+fOQV1dHQsXLsTy5cs56hoaGmLXrl2YO3cu4uLi0KxZM4SEhHD9vvgVLi4uOHv2LFauXImpU6dCVVUVixYt4utC1dnZGR8/fkRAQADS09MhISEBc3NzBAYGwsPDg62urKws7ty5g5kzZ2LNmjWorKyEra0ttm3bxjbM9eXLlwCq8viOGjWKY5+3b9/m2bAFAC8vLwwcOBAJCQl8ze7b0Jh5QqOiohAVFcWxPD4+ntWwbdWqFc6dO4eLFy+ioqIC5ubmOHnyJEcvt7KyMqKjo7Fs2TJcunQJe/fuhbKyMry8vLBu3Tqeo3t4GT16NDIzMzFnzhwMGjQI586dg4iICE6dOoUuXbrAwMCgTtulGtaRI0dw9epVjBkz5pcbtUyGhobo2bMnVq9ejb59+9Jh6RTVgGRlZeHu7o4dO3Zg4MCBMDc3Z1seHx+PtWvXon///lznsKAobhiEOatCLVVUVMDJyQkRERHYsWMHRowYAQkJCZSXl2P58uVYv349DA0NMXLkSMjJyXGsHxsbC39/f/j6+mLSpEkcy58/f4727dvD2dkZtra2rPKSkhKEhYXh3r17cHV1RUhICE0JRFG/maZNm6Jly5YIDQ1t7FD+SBUVFTA1NcXgwYOxevXqxg7nr5OamopmzZrhxIkTtMf2D1BeXo4mTZpAT0+PNdpCkNvetGkTrK2t6fcVRTWwnJwcdO/eHR8+fMDEiRMxcOBAiIiI4OLFi9izZw8UFBTw4MGDWqego/5ddX7GVlhYGGfPnoWLiwvGjh0LTU1NtG3bFurq6li/fj1atmyJCRMmcG3UFhQU4Pz58xATE8PkyZOxcOFCJCUlAQDy8/Ph7++P7t27Q1NTEx07dmRbV1xcHAMGDMC4ceNw5coVDB48mGOyEYqiqD+ZsLAwVq1ahT179iA/P7+xw/nrbN++Ha1ataKN2j/EiRMnkJWVJbCh9D8SERFB9+7dER4ejs+fPwt8+xRFcUcIQXR0NOuRHx8fH3To0AFt27bF2rVrUVpaijZt2iAuLg517IOj/kF17rH90fv373HkyBGkpKTg0qVLEBISwqxZs9iGHv8oKCgI7969w/Tp0/H06VPcvXsXZWVlUFJSQm5uLsrLy2Fubo7BgwezJnzg5vXr1zhw4AA2b97M9owbRVGNi/bYUhQlKC1btkReXh5mzZpVL9svKSnB8uXLsWDBAq6PVVAUJVj37t3DhAkT8PbtW2hqaqJFixZQV1dHZWUlK5tCamoq4uLikJqaipYtW2L//v3o0KFDY4dO/eYE0rBl8vX1xdSpUzFjxgxWWoefvXz5EoGBgRg1ahSsrKwAAMXFxXjx4gVyc3MhLi6OVq1aQUlJia99njt3Dg8fPsSrV69gZGQkqEOhKOoX0IYtRVGCUFlZCXFxcdjZ2cHR0bHe9uPv7w81NTXcvn273vZBUf+6iooKzJs3Dz4+PjAwMICTkxP09fWrTelJCMH79+8RFhaGhIQELFiwAKtXr4aQUJ0HnFJ/uTpPHvUzQgh27twJc3Pzahu1hBBcvXoVLVq0YEujISEhUee7MM7Oznj16hU2btyIgwcP1mkbFEUJFh3SR1GUIERGRqK8vLzeJ1HT1dVFZGQkR+5tiqIEo6KiAiNGjMCpU6fQr18/dOvWrcYGKoPBgJGREQwMDHDr1i2sX78eKSkpOHDgAG3cUlwJ7FMRFRWFuLg4njkB4+PjkZycDFtbW4H9cIiJiaFjx444duwYsrKyBLJNiqIoiqIaHzOtYJMmTep1P02aNEFeXh59pp2iaikuLg4zZ85Ejx494ODggHXr1iEtLY2j3uLFi3Hq1Cl4eHjA1ta2Vg1TYWFh2NvbY8SIEQgKCsK6desEeQjUX0RgDdvIyEiIi4vzzC/733//QV5eHi1atBDUbgEA7du3R3FxMa5duybQ7VIURVEU1XjevXsHANXO2SEoIiJVA9hKS0vrdT8U9bcghGDhwoUwNjbG0aNHoaqqCklJSaxevRq6uro4fvw4q+7Dhw+xefNm9O7d+5fSarVt2xZ2dnZYuXIlK7UeRf1IYA3bZ8+eQUtLi+cdmISEBDRt2lTgwwfk5eWhrKyMp0+fCnS7FEVRFEU1npKSEgD13+AsKysDUJV5gaKomm3duhUbNmzA+vXrkZiYiJCQEFy4cAFJSUkYMmQIRo4ciZs3b4IQgsmTJ0NHRwc9evT45f326tULTZo0wfTp0wVwFNTfRmAtzJSUFMjLy/Osk5qaWm9JltXV1RETE1Mv26YoiqIoquEpKioCqLp+qE9paWkQExODjIxMve6Hov4GxcXF2LBhAyZNmoQFCxaw3RBSUlJCYGAgrK2tsXbtWkRERODZs2dwcHCAsLDwL+9bREQEdnZ2uHv3Ll6/fv3L26P+LgJr2PIz4UJpaWm93Q2VkJCgz8ZQlAC8ffsWe/bswbZt2xAWFoby8vLGDomiqH9Us2bNICwsjMTExHrdz9evX6GgoFCv+6Cov0V4eDi+f/+OGTNmcF2ekpICDQ0N3L17F926dYOcnBxMTEwEtn9zc3PIycnh0KFDAtsm9XcQWMNWSUmpxoalkJAQKioqBLVLNuXl5RATE6uXbVPUv+DTp0+ws7ODiYkJZsyYgSVLlsDFxQX6+vo4evRoY4dHUdQ/yMrKChUVFYiJiYEAsxOyKSwsxMePH2FmZlYv26eov01qaipEREQ40mxmZ2djzJgx0NPTw5UrV2BpaQkFBQUYGxsL9DFEERER6Ovr49GjRwLbJvV3ENinrE2bNkhKSuL5w6OiosJ1pjRBSE9P5zlxFUVR1YuPj0fnzp3x+fNnBAcHIz8/HwUFBYiOjkaHDh0watQo7N27t7HDpCjqH8PMd5+cnFxvacSePHmC8vJyuLu718v2Kepvo6ioiPLyciQlJbHKHjx4AFNTUxw/fhx9+/bFihUrMGzYMOTm5tZLui5tbW08e/ZM4Nul/mwCa9i2a9cOBQUFbB/yn+no6CAhIUFQu2QpKSlBamoq6weQoqjamT17NkRFRREZGYnhw4ezHhmwsrJCSEgIvL29MX36dHz79q2RI6Uo6l+irKwMGxsbiImJ4dq1awLvtS0pKcGdO3cgKiqKQYMGCXTbFPW3cnZ2hrS0NPz8/ABUpeWys7ODtLQ05s2bBxsbG0hISKC0tBQVFRWQlZUVeAyysrLIz8+nj0tRbEQEtaEePXpAXV0dkZGRGDx4MNc6hoaGiIqKYo29F5SXL1+isrISOjo6OHLkCF6/fo2CggKIiorCwMAAVlZWsLCwgISEhMD2SVF/i8TERFy4cAG7du3imiuSwWBg1apVCAgIwMGDB7FgwQJ8+fIFT58+xdu3b1FUVARxcXEYGRnBysoKBgYGAstTTVEUNWXKFNy9exexsbF48uQJzM3N8eXLFyQkJCAlJQWlpaUQEhKCrKwsdHR0oKurC3V1db6+h0JDQ5GdnQ13d3dIS0s3wNFQ1J9PTk4OkydPxsaNG6GqqorFixdDX18fXl5ebKm5mOdgZWVlnfeVnZ3NOt+ZjzzKyMigqKgIAASeaYX6szGIAG9/rly5EuvXr8f8+fOhpKTEsby8vBwrVqxA69atBXZntKioCJs2bUJpaSkKCgoAVN3hlZCQQEVFBTIyMlBeXg4FBQWMGTMGkydPRrNmzQSyb4r6G8yePRs+Pj5ITU2FmppatfWcnJzw9etXlJWVsXJLysjIQFxcHKWlpcjLywMA6OrqwtvbG2PGjIGKikqDHANFUX+vsrIytGzZEgkJCaxGbFlZGcTFxaGpqQlJSUlUVFQgKysL6enpIIRAQ0MDXbp0Qdu2baudtPLly5cIDAyEsLAw4uLiYGBg0MBHRlF/rvLycowcORInT56EvLw8FixYwNGBVFlZiYULF8Le3h52dnZ8b5sQgtjYWNy/fx9v374FIQTy8vKsCd6ys7ORk5MDAOjYsSOUlZVRWloKCQkJODs7Y/jw4XSG83+UQBu2ubm5MDU1hYyMDCZOnMj1bum1a9dw5coVzJo1C9ra2r+0v7dv3+LIkSMoLCxE69at0b59e+jp6UFKSopVp7y8HMnJyXj+/DmePHmC0tJSrFmzBrNmzRLItOMU9ScjhEBfXx+fP39GZmYmK7UGN/369cPFixfRunVrtG3bFjo6OmwpvvLz8/H161e8ePECz58/h6SkJHbs2AEPDw/ag0tRVJ0VFhbCy8sLISEhkJGRQZcuXdCmTRuoqqpy9NYUFxfj06dPiIqKQkxMDBQUFDBs2DCOSW5evXqFQ4cOobKyEps2bcKcOXMa8pAo6q9w4sQJDBs2DN7e3hznGNOuXbsgIyOD0aNH87XNvLw8nDp1Cq9evYKuri46d+4MU1NTjuHM2dnZOHz4MD59+gRVVVV07doVWVlZuHv3LhQVFXH+/Hl06dLll4+R+rMItGELVDVce/XqBTs7Ozg7O3Nc0JaXl8PHxwcAMH369Dql/yGEIDw8HNevX4ehoSGGDh0KZWXlGtcrLS3F5cuXcefOHdjY2ODChQuQk5Or9f4p6m/x+vVrtGzZEkDVD9SQIUO41issLISGhgZatWrF12iL/Px8XLhwAU+ePEH//v0RHBwMSUlJgcZOUdTfLy4uDs7OzkhISEDv3r3RrVs3vm9Kp6enIyQkBB8+fICtrS1cXV1RXl6OsLAw3Lt3D8LCwujYsSNu375Nb3RTVB107doVaWlpmDx5crV1wsLCcP/+faxcubLGa/6kpCTs3bsXhBC4ubnBwsKi2rpnzpxBVFQU9uzZg9GjR7OGQH/58gWenp54+vQpnjx5ghYtWtTp2Kg/k8AbtgCwdetWzJkzB926dYOrqytERNgf5U1KSsKOHTvQrFkzjBkzptZpei5duoSbN2+iT58+6NGjR617gz58+ICAgACYm5vjxo0b9Lka6p9169Yt9OzZE+3bt0dpaSkiIyO5Pou+efNmzJ8/H4sXL67V8OJXr17h6NGj6Nq1K8LCwuotjzVFUX+f2NhYdOvWDaKiovD09OT5qER1Kisrce/ePVy4cAFNmzZFbm4usrOzISQkhJYtW+L27dtsI08oiuJPfHw89PX14e7uDktLy2rrff/+HWvWrMHgwYPRsWPHauulpaVh586dUFRUxIQJE3hOOJWTk4NVq1Zh7dq1mD9/Psfy/Px8GBsbw9nZGf7+/rU7MOqPVi9PXM+ePRs7d+5EZGQktm3bxjFFv5aWFsaNG4f4+Hjs2LEDycnJfG/75cuXuHnzJvr27YuePXvWaYhj8+bNMWHCBLx48QIzZ86s9foU9bdgXtC5u7sjNjYWTk5OePnyJWt5VlYWVq1ahfnz56Nbt261fmbW3Nwc48aNw7179zBr1iyBxk5R1N8rKysLdnZ2EBMTw+TJk+vUqAWqJpaxtbXFiBEjEB8fj/z8fFRUVKBXr164c+cObdRSVB09fvwYAKodgsykrKyMVq1a4cqVKygsLORap6KiAkeOHIG0tDQmTZpU4yzKz549g6ioKCZMmMB1uYyMDMaNG4ejR4+irKyMj6Oh/hb1NpXY1KlT8eTJEwDA9u3bsW3bNkRERCApKQkVFRUwNDTE1KlTUVpaii1btuDs2bM8U4kQQvD69WscPXoUZmZmsLW1rVNchBBkZGRAVFQU9vb22L9/P65fv16nbVHUn65NmzbQ19dHZGQkrly5gnfv3sHCwgImJiawtLSEhoYGVq9ejR49eqBv37512oehoSH69OkDX19f3L59W8BHQFHU32jatGnIzs7G+PHjOSaBqaysRExMDAICAuDj44OdO3ciLCwMWVlZ1W6vbdu26NWrF0pKSrBy5UpcvHiRPopEUb/g+fPnUFZW5muSpv79+6OkpARnz57lmrLr5s2bSE5OxsiRI/kaRZmTkwNtbW3WZFLctGrVCoWFhaxJpqh/g8DS/XBjbGyM3Nxc6OnpQVxcHKdPnwYhBEJCQhAVFUV5eTkqKioAABEREbh37x60tbWhq6sLNTU1iIiIoKSkBMnJyfjy5QvS09MhKiqKIUOG1LqnlhCChw8f4v79+6weYiEhIcjIyGDatGmIjY0V+PFT1O9OSEgIM2bMwLRp09CrVy/Ex8fj0qVLcHd3R0VFBXr27ImOHTv+cg66Ll264OXLl5g6dSr+++8/OpkURVHVunbtGo4ePYphw4ZxXLhmZGTg4MGDSElJgaWlJRwdHZGfn896RMne3h6Ojo5cv2McHBzw+vVrnD59GkuWLKHfQxT1C7KysvieeVhRURFubm44evQo5OXl4eLiwjr/SktLcefOHXTp0gW6urp8bU9SUhLfvn1DSUlJtY84ffnyBcLCwnR25H9MvTZs3dzckJeXh5EjR6JFixYoLi5GUlISUlNTUVZWBmFhYaioqEBHRwfi4uJ4+fIl4uLiEB8fjydPnqC8vByioqJQV1dH8+bNUVBQAEtLy1rfZSWE4OTJk4iKikK/fv0wevRoNGnSBE+fPsXOnTvx7t077Ny5E9OmTaund4Kifl+TJ0/Gixcv4O7ujiNHjkBfXx8FBQUYNWoUrKysBLIPQggsLS1x6tQprF+/Hubm5lBSUoK5uTn90aEois2WLVugp6eHdu3asZXn5ubCz88P8vLyePToEdvy/Px8bNmyBStXroSQkBB69erFsV1hYWH069cPu3fvxq1bt2qVfoSiKHZCQkJce1+r07ZtW+Tn5+P8+fPIyMjAoEGDICMjg+fPn6OwsBDdunXje1sWFha4fPkyQkJC4O7uzrG8oqICe/fuRZs2bbjOG0L9veqtYfvx40eEhYVBWFiYlRtOQkICBgYG1eaKa9u2Ldq2bct1WVxcHKKiong+eF6d6OhoREVFITAwEJ6enqzyDh06YOzYsejfvz/mz58PDw8P+rwN9c8REhLCgQMH0KNHD+zevRv+/v6QlJRE69atf2m73759Q1RUFOLjPyApKRllZVWjMxYvXsyqw2AwYGzcHO3bd4anpye6detGe1Eo6h/24cMHXL9+HcOHD+f4Lrh9+zYqKipw9+5djnSBMjIyWLFiBcrKyrBp0yZ07NiR601wAwMDaGhoYM+ePbRhS1G/QFNTE9+/fwchhO/fbVtbWygoKLBuctva2uLz589o1qxZrebwUFNTg7m5OaZNmwYDAwN07tyZtaykpATe3t54//49bGxsan1c1J+t3hq2hw8fhpiYGNTV1TlmRa6Lr1+/QkJCAhoaGrVe98GDB+jVqxdbo5ZJXFwcBw4cgK6uLg4fPoypU6f+cqy1VVBQgJycHMjLy9MZmqlGwWAwMGLECHTs2BHNmzeHoaFhnc/b2NhY3LlzC3Fx76GkJAonJxm0basOKytJNGsmBnFxIZSXE6SmluHZsyI8fZqFGzdOIigoCKamLTB16gyMHTtWIN8bFEX9WS5dugQxMTGONB+lpaV4/PgxJk2axNGo/dGcOXPg4+ODhw8fwsHBgWM5g8FAu3btEBYWhrKyMlaKEIqiasfKygoFBQX4/v17rRqlFhYWMDAwQFhYGK5du4bKykp07dq11vsfNmwYDhw4gC5dusDW1hY2NjbIzMzE8ePHkZmZiRYtWiA+Pr7W26X+bPU2eVRCQgKkpaUFNswwOTkZWlpaHMnYa5Kfn48vX77Aw8Oj2jqampqwt7dHWFjYr4ZZK1FRUXBzc4O8vDy0tLQgLy8PNzc3REVFNWgcvFRUVNRqqAn1Z7t06RIYDAZ0dHRqvW5BQQGOHj0Cf39/yMom4/BhXSQlmeDIET1Mn66KLl1koKUlBhUVEairi8LCQgpeXsrYs0cbb98a4uZNA5iYfMPkyd7o1Kk93rx5Uw9HSFHU7+zp06fQ1NTkSAP47ds3FBQUYODAgTzXV1RUhJ2dHc8LWj09PZSVleH169cCiZmi/kUdOnSAqKgo/vvvv1qvKysri6FDh2Lp0qWoqKiAurp6rbchKSmJSZMmYdSoUUhKSsLOnTtx4sQJmJiYYN68ebCwsMCXL19QWlpa621Tf656a9jKysqiuLhYYNsrLi6uU28m8wOtpKTEs56ysjKKiorqFFtdMHN7xsbGwsfHB2FhYfDx8UFsbCy6du2KI0eONFgsP0tOTsbixYuhqakJERERSEtLY/jw4Xj48GGjxUQ1jCdPnqCyshKKioq1Wu/9+/fYtGk93r17iaAgXTx+3ByjRilBQoK/rxgGg4EePWRx+rQeIiKaIy8vDm3aWGDHjh11OQyKov5QT58+5dojy5xoUlJSssZtSEpKsupzo6WlBQCszA0URdWekpISqzOmsrKyTttgTvxU15ETIiIisLKywuTJk7F8+XIsXrwYAwcOhLq6OmubtGH7b6m3hm3//v1RVFQksGm2hYSEeP5QVUdGRgbi4uI8e0ErKysREREBfX39XwmRb2/evMHo0aPh7u6OV69eYdq0aXBycsK0adPw6tUruLu7w8vLq1Fman7x4gUsLCywe/duDBw4EAcPHsSSJUvw5MkTdOrUCXv27GnwmKiGExMTU6d1/P33wsqKgTdvjODhofRLz8l26CCN588N4O2tgBkzZmDhwoV01ABF/SMyMzO5jvRSVFSEkJBQjTdYKyoq8OjRIygrK1dbR1xcHKKiooiOjv7leCnqXzZjxgx8+/YNDx48qNP6IiIiYDAYAu0IYyopKQGDwaCTR/1j6q1ha2NjAy0tLaSkpAgkObKCggK+f/9e6/XExMRgZWUFPz+/anPcnT17Fp8/f8a4ceN+NUy++Pr6QllZGXv37oWwsDDbMmFhYezduxdKSkoN3ogsLCyEk5MTdHV18fHjR+zatQteXl5YtGgR4uLiMH36dEyZMgV37txp0LiohlNQUABhYWHk5eXxVT8uLg5BQYFwdZXF5cvNoKUlVvNKfJCQEMK2bVrYulUTGzZswOrVqwWyXYqifm/l5eVcy+Xk5GBqaopdu3bxvMkdFhaGr1+/okOHDjXuKzExsc5xUhQFtGvXDt7e3ggLC0NaWlqt1xcWFkaTJk2QkpIi8NiSk5N/ab4Q6s9Ubw1bBoOBvXv3orKyEu/fv//l7eno6CAtLQ0lJSW1XrdHjx4oKCiAg4MD23N75eXlOH78ONzd3aGpqVmnGZfr4vz58xg5ciTHM0RMYmJiGDlyJM6dO9cg8TAdP34cqampCAkJ4ZgIQEhICD4+PmjdujW2bdvWoHFVJzk5Ge/fv+e7EUbVTFxcHNLS0nxd8OXk5ODw4UD07CmN48d1ISYm+K+TWbOaYPVqdSxfvhxXrlwR+PYpivq9iIqKVvud3qNHD8TGxmLixIlcG7evXr3CmDFjYGRkxDMfZklJCcrKypCamiqwuCnqX7Vx40Y0a9YM/v7+SE9Pr/X6Ojo6+PTpk8Dj+vr1K6ytrQW+Xer3Vm8NWwBwdnaGqalpnYcoMFVWViIjIwOEkDpN9qCiooKJEyfi48ePMDMzQ7t27dCnTx/o6elh+PDhKCkpwdSpUxsszUh+fj7U1NR41lFXV0d+fn6DxMN08uRJ2NnZVZuOicFgYOzYsQgNDUVBQUGDxsZECMGRI0dgbW0NLS0tGBkZQUVFBaNGjarTMFqKnb6+PoSFhfHx40eez8wQQnDqVAikpCoQHFw/jVqmxYvVYG8vj3HjvAT2aMPfqrKyEteuXcOWLVuwbds2PH78mA7jpv4oioqK+Pr1K9dl+vr6GDJkCAICAmBsbIxt27bh7t27CA0NxciRI9G2bVtISkrC3d2d5+95UlISAAhkNBlF/etkZGRw48YNKCkpYefOnXjx4gXf61ZWVkJUVBTJyckCHUGRmJiIr1+/1jjZHPX3qdeGLYPBwKxZsxAbG4vPnz/XaRuFhYXw9fXFjRs3oKCggPv379dpOzo6Oli8eDHc3d1RXl6O+Ph46Ovro3PnziCEIDAwEM+fP6/TtusSS037evbsGc87zvUhOzu7xtlw9fT0UFlZ2Si9pIQQTJkyBe7u7lBVVUVISAhu376NNWvWICIiAh06dMDdu3cbPK6/Sdu2bVFcXIzs7Gyez3g/e/YMMTFvsG+fFpSV63eYD4PBwIEDWsjJycDcuXPqdV9/sosXL8LQ0BC9evXCqlWrsHjxYrRv3x7W1tZ49uxZY4dHUXxRVVVFcnJytRO+tG/fHtOmTYOcnBzmzZsHW1tb9OnTB9euXUPv3r0xZcqUGrMxfP78GUJCQjTVD0UJiJaWFiIjI2Fubo6goCDs3bsXcXFx1d4gr6iowMuXL7Fjxw5ERUVBWloat2/fFlg8d+7cgYaGBvr06SOwbVJ/hnofeO7h4QE/Pz+cOHECs2bNqnb4LTdFRUXw9fVFZmYmJk+ejKKiIgQEBODVq1cwNzevdSwiIiKwtLSEpaUlgKqhlBs2bIC5uTkyMzPRtWtXhIeHo1u3brXedm14eXlh/vz5WL9+PfT09DiWf/78GWfOnMHGjRvrNY6fqaur1zhh1Zs3byAuLg4FBYWGCQrArVu3sHv3boSFhaG0tBT+/v4YP348a7mtrS0mT54MV1dX9O/fH1+/fhVYmql/ja2tLZYvX44mTZrg5s2bMDEx4UixRQjBjRtX4eIij379FBokLl1dMaxcqYp58wKxYsVKaGpqNsh+/xRnzpzBoEGD4OjoiKNHj6JDhw6orKzElStXsGzZMtjY2ODu3bus776GRghBREQE/Pz8EB0dDQaDgbZt28Lb2xsdO3ZssNEy1O/PzMwM9+/fx/Pnz9G+fXuudZo2bYqmTZuiqKgIeXl5EBERgYKCAl/pAAkhePz4MWRlZRv0d4yi/maVlZVYt24dIiIioKGhge/fv8PPzw9ycnLQ1dWFhoYGREVFUVJSgqSkJCQkJKCgoACKiooQFhaGjIwMnj59CisrK5iamv5SLG/evEF0dDT2799Pn6/9B9Vrjy1Q1Zg8fPgwsrKyEBwczPfMxoQQHDt2DN+/f8eUKVNgaGiIVq1awczMDKdOnfrlYbqVlZUICQmBiIgIBg8ejClTpkBLSwvOzs71nttu9OjR0NLSQq9evTjyf/33339wdHSElpYWRo8eXa9x/Mzd3R1RUVHVzhRZUlICf39/DB48uEFmmSOEYNGiRejZsyfevXsHdXV12NvbszVqmaSkpBAQEICcnBwEBwfXe2x/q65du8LIyAiysrL49OkTIiMjOep8/PgRKSnfMHMm/wnZBcHLSxni4gwcOHCgQfcLVE2qtX//fnTv3h2tWrWCjY0N/Pz8fovnu4uKijB+/HgMHDgQoaGhrIaisLAwnJ2dce/ePRgaGsLb27tR4isvL4eXlxe6du2Kx48fw8nJCY6Ojnj48CE6d+6MsWPH1mnGe+rv1LVrVzAYDNy/f7/GYfSSkpJo0qQJlJSU+M5x/+HDB6SmpoLBYKBVq1aCCJmi/mmEEIwfPx47duxA//79MW/ePCxatAhTp06FtbU1ysrKEB0dzbphJSQkhC5dumDOnDlYvnw55s6dC0IIJCQkEBISgoyMjDrHkpGRgZCQENjb22PMmDECPErqT8EgDfQA1qVLlzBw4EAYGhpi+PDhNfaoPX36FEeOHMHo0aPRunVrVnlOTg42b94MRUVFTJo0CVJSUrWOpbKyEmfPnkVERATGjh0LMzMzAFUNt+3bt0NDQwOPHj2qlzs9//33H/z8/BAaGoqUlBSUl5ejY8eOaNGiBeLi4hAVFQUVFRWcPXsWXbt2Ffj+eSkrK0ObNm2Qn5+P0NBQtGzZkrUsJycHnp6euHz5Mh49esT2b1JfDh8+DA8PDzg5OSEjIwOPHz/GsWPHMGzYsGrXsbe3h5iYGMLCwuo9vr/V3r174e3tjZYtWyIuLg7e3t5o2rQpa/mhQ0HIz49DXJxRg/e0TZiQgNBQEXz5kthgd2JfvnwJJycnpKSkwNHREc2bN0d8fDzCw8OhoqKCsLAwtG3btkFi4ebQoUPw9PTEhw8fqn0+/uLFi+jbty+io6NhZWXVoPHNmTMH27dvx4EDB+Du7s5qgFRWViIoKAjjx4/HrFmzsGnTpgaNi/o9vXv3Di1atAAADB06lK/ZjflVXl4OHx8fAFWTDx45cgQjR44U2PYp6m9UUFCA58+f4+nTp3jx4gWys7NRXl4OCQkJGBgY4Nu3bwgMDMTw4cPRrl27Ou0jNzcXO3fuRF5eHqSkpDBu3Lhaj8xKSUnB/v37oaCggMjIyBrnsqH+TvXeY8vUp08fXLp0Campqdi4cSMeP35c7V36iooKXLhwARYWFhwNKHl5eUycOBGZmZnYuXNnrR82z8/Px6FDhxAREYFBgwaxGrVA1YywQ4cOxYsXL7Br167aHyQP8fHxcHBwgLm5OY4fP46mTZti4MCBcHJywrdv33D9+nV8+fIF+vr6yMvLQ/fu3TFu3LgGnSwnMzMTzs7OyMzMRKtWrWBnZ4cFCxbA09MTGhoaCA0NxZQpU1gXHfUpLy8Ps2bNgrCwMK5fv47c3FwA4Jit+WeqqqooLCys9/j+ZuPGjUO7du2QlpYGTU1N7N27Fx8+fABQdWf23bu3GDFCvlGGjw4frojk5LQGy/GckpICBwcHqKmp4cOHDwgPD8fOnTtx6dIlxMfHo1mzZnB0dKx2spuGEBkZidatW1fbqAWqJvITExPjmc+7PmRkZGD37t1YtmwZPD092XrVhISE4OXlhSVLlmDXrl3IzMxs0Nio31Pz5s2ho6MDFRUVnD9/vto0fXVx7do1pKamwtTUFEJCQrC1tRXYtinqb8Icsu/p6QFlZSV07doV8+fPRkzMGZSW3gKDcQ9ZWdcQFLQdQUFB6NKlS50btUBVOq/Ro0ejrKwMoqKi8PHxwfXr16tN//Wj8vJyXL9+HVu3boW6ujru3btHG7X/sAbrsWVKS0uDt7c3zp49C3l5eVhZWaFp06bQ1NSEpKQkysvLERkZiatXr2LevHnV3rFJTU3F4cOHkZqaCltbW3Tt2hWKiorV7rekpATR0dG4fPkyKisrMWTIkGp7HY8dO4aUlBTEx8dz5Jmti6CgIEyePBmSkpJwcXGBubk5z+0WFxfj4cOHuHLlCpSUlBASEoIuXbr8chzV+f79O+bMmYPg4GAwGAwYGhpCWFgY6enpKC4uhpCQEGRlZUEIwZcvX6CsrIyFCxdixowZAnl/fvbw4UO4ubkhLS0NvXr1QseOHSEmJoYlS5Zg2bJlWLx4Mdf1KisrYWBgAENDQ1y7dk3gcf1L3r59i7Zt20JTUxOEEHz8+BG2trZo3749NmzYgNDQZnB2lm/wuPLyKiAv/x8CAgLh6elZ7/tbtmwZtm3bho8fP6JJkyYcyzMzM9G8eXOMHTu20Xocx40bhxcvXuDJkyfV1iGEQFpaGuvXr8f06dMbLLbdu3dj9uzZSExMhKqqKtc63759g7a2NrZv395ow6Wp38v69euxZMkSMBgMKCkpYdq0aZCVlf2lbT569AjHjx9H79698fLlS1hbW+P8+fOCCZii/iKxsbEYN84LEREP0bSpJCZMUICjoyzMzCQhKsp+Q3vkyC+4fLkS8+cvgri4+C/v+/Lly7h58yYmTZqEPXv2QEZGBtbW1jA1NYWWlhbrMbji4mIkJSXhzZs3ePz4MQoKCjB37lysWLGiQR6Vo35fDd6wZYqJiYGvry9Onz7NNe+Vrq4uZs2axXMb8fHx2LFjB8TExFBWVoYWLVpAT0+P9eEvLy/Ht2/fkJCQgNevX6OkpAStW7fGgAEDICcnV+12v379Ch8fH4SGhsLZ2fmXjnPHjh2YMWMG2rVrhwEDBtTqhMvMzERwcDASExMRFhaGnj17/lIs3ISHh2P06NEoKCiAnZ0d2rdvz3N497dv33D37l1ERkaiXbt2OHbsGPT19QUWz61bt+Ds7Ax1dXWMHDmSrYf2+PHjSEhIwNu3b7le5Jw/fx79+/eHsLAwTpw4ATc3N4HF9S+6c+cOnJycoKamBgMDA9y9exciIiIoLi5GSooZ1NUbZ0ZRY+P3sLPzxO7du+t9X9ra2nB1dYWvr2+1dWbNmoVDhw4hIyOjUXqxd+3ahVmzZuHr16/Q0NDgWufOnTvo3r07bt++3WC9VNnZ2XBxccHXr19r7NHW1dWFm5sba5go9e/KzMzEkCFDcOPGDZiamuLLly+QlpaGl5cX1NXVa729yspK3LlzBxcvXkTHjh3RrFkzHDt2DDdv3kSPHj3q4Qgo6s9UXl6OrVu3YvnyZWjaVARbtqihd285CAtz/1379q0MOjqx6N27D7p37y6QGAoKCrBy5UosX74c5eXl2L59O7Kzs1nP2//YsAWqsiaIiYlhxIgR2LJlC88OLurf0GgNWyZCCJKTkxETE4OCggKIiIhg9OjRaNu2LZycnHiue/PmTVy7dg3Lly/H8+fP8erVKyQmJrLlWBUVFYWmpiaMjIzQsWNHKCkp8RXXmjVr4OHhgS1bttT52M6ePYuBAweiR48e6NOnT50uesvKyhAQEIAvX77g2bNnAh0GfPToUXh4eMDY2BhDhgyBvDz/PXCfPn3C8ePHISQkhNu3b8PExOSX43nz5g2sra2hq6sLLy8vjhm009LSsH37dlhZWeHQoUOsBnVlZSUuXLgAd3d36OjoQEJCAjExMbhz5w46der0y3H9yx4+fIghQ4YgLS0NnTt3xocPH5CZmYi8vNrPSi4o/fp9QllZZ4SFhdfrfsrLyyEqKoqDBw/Cy8ur2nrHjx/H8OHDkZeX1yizcWdnZ0NLSwtjxozBzp07OZZXVFSgV69erLvb9d34JoTg5MmT8Pb2RlZWFmRlZfH9+/dqn4kuKyuDkpISKioqEBgYiMGDB9NZkv9R3759Q/fu3fH161cMHToULVu2RHp6Ovbv34/MzEw4OjrC1taW7+fr09LSEBISgk+fPqFnz57o0qULtmzZAldXVxw7dqyej4ai/hzFxcUYOnQwLl0KxaxZKli1SgOSkryfVvT3z4C3dxJWr14DaWlpgcWyf/9+fP78GQUFBWjdujU6deoEGRkZ1vU9IQQyMjLQ0dGBsLAwHj58iIcPH0JBQQH79+//5Q4p6s/W6PNgMxgMaGlpQUtLC0DVM22ZmZnQ1taucd2EhARoaWlBSkoKnTt3ZuWkzcvLQ2lpKYSFhSEnJ1en4bJaWlrVzg7Mj/T0dEyYMAHm5uZ1btQCVQ1zT09P+Pj4wNPTEw8ePBDI8N/r16/Dw8MD1tbWGDJkCN8zSjLp6+tj2rRp8PPzQ8+ePfHy5ctqhxryo7y8HJ6enqznLLilhVJTU8P48eMREBCA5s2bo2vXrmjSpAmio6Px+fNnmJqawt3dHaKioti9ezfc3d3x6tWrOk0wRlXp0KEDXr9+jfnz52Pfvn0ghEBRscEezedKUlIIubn1/xy1sLAwxMTE8P37d571mD21ghiGVRcKCgpYt24dZsyYgcrKSixcuJD1fRobG4v58+fjzp07CA0NrfcGY2lpKcaMGYOjR4/CwsICgwcPxt69e3Hx4kUMGDCA6zrnz59Hfn4+jI2NMXToUFy6dAkBAQG1Sg1H/fmKiorg4OCApKQkTJkyhdU7q6qqijlz5uDKlSsICwvDnTt30LFjR1haWkJNTY3jt6uwsBCfPn1CREQEYmNjIScnhylTpkBHRwd+fn6QkZER+BwaFPUnKy0txYAB/XD79g1cutQMTk7Vj2j8UXR0ITQ11QTaqP369Svev38PaWlpjB49Gs2bN2ctY/6u/axv376wsbHByZMn4eLigh07dmDatGkCi4n6szR6j+3PYmJi0KpVK0yfPh3NmjXjWdfHxweampoYOnSowOMICwtDbGwsEhIS6rT++PHjcfz4ccyfP/+Xnw0CqnpId+3ahX379mHs2LG/tK2cnByYmJhAXl4e48ePr3Wj9udtbd68Gb1798bJkyfrvB1fX19MnToV06ZNY5uBl5vS0lI8e/YMMTEx/2PvrMOqyro//rn30pIS0mBgIIoKogIWFurYhd3d3TmO3R3Y3TV2B6IIKgqKiog0ooDScOP3hy/3N4yAxGXeeWf4PM88z8g9e5997j3n7L3WXuu7yMrKQk9Pj3r16mFtbS1fuMfGxrJq1SpmzpzJwoULizyuUv6fmJgY+vTpw9Ond4mPt/t5gxKie/dQEhLqcP36zRI/V+fOnXn79i0vX77M0yh0cHAgOTmZ9evXU7duXfT19Ut8XH9GIpEwYsQI9u3bh0QioVq1amRmZvLu3TtEIhESiQQjIyM6dOjAqFGjqFWrlsLHIBaL6dq1KxcvXsTDw0OuFL1p0yYyMzN58OABFhYWOdqEhYXh6uqKmpoao0ePxs/PT54HeerUKZSV/zvh7qX89UydOpV169YxceLEPBewMTExeHl58eTJE9LT01FRUcHY2Bh1dXWkUikJCQnyUiHm5uZkZmaSnJzMxIkTOXz4MHFxcdy5c+cvVwYvpZS/M8OHD2Pv3t38/rs1LVoUfL3q5PQOsKV3794KGUdsbCzr16/HyMiIYcOGFXpTQiaTcf78eW7fvs3u3bv/8pKZpfw9+NsZtoGBgdjZ2RXIsF25ciXW1tZ069ZN4eO4cuUKz549IyYmptBtExISMDU1xc3NjZYtWypsTLt27UImk/HixYs8F9kvX77k3LlzJCcnY2lpiYeHxw/h1+PGjcPT05Np06YpJB8huzTTpUuXaN26daHby2QyqlSpgqamJv379y/2eLI5deoUr1+/JiIi4r+2m/ZPY8OGDUydOpGUlBooKf13wkVbtAhBW7s5p06dKvFz3bp1i2bNmrFkyRJmzpz5w+fZOfSqqqpkZGQgEolo164dY8aMwc3N7S8Jqb1z5w6DBw8mJCQECwsLdHR0kMlkaGhoYG1tLS/HEBoaytOnT0lMTMTd3Z0dO3b8YGgWh5kzZ7Jy5UoGDRqUQ20+ISGBTZs2IZPJGDlyJO3atUMmk3HhwgW2bduGUChkzJgx6OrqAt9TEnbt2sXkyZNZvny5wsZXyt+Xx48f4+zsTJs2bWjevPlPj8/IyCA8PJzw8HCio6PJyMhAKBSira2NhYUFFhYWGBkZkZiYyNKlS5FKpejo6HD58mXq1q37F1xRKaX8b3D16lXc3d3Zts2c4cMLV5u+WrW3lCtXl06dOhV7HBKJhPXr15Oens6ECROKHGknk8k4evQoL168ICAgQKEaMKX8b/C3M2y/fPmCgYEB/fr1o06dOvkeu2HDBvT09Ojbt6/Cx3HmzBkiIiLkZU4Kw+bNm5kwYQLz589XyG5tNq9fv2b79u34+Pj8MDlHRUXRp08fbt++jY6ODmXLliUiIgKRSMTEiRNZvHgxQqGQr1+/YmpqSqNGjXB3d1fIuGQyGevXr6dy5cpcvXq10O3v3btH48aNGTNmTI6wk+ISExPDsmXLOHbsGN27d1dYv/9mskWIXr6sgp2d+l9+fplMhr7+K1q27MzKlSsVapjlxYgRI9i+fTvu7u6MGjUKGxsbQkJC2L59O+fPn5fn0H/58oWgoCDu379PbGws7u7u7Nmzp0iCNwVBIpHIa8RWrFiRDh06YGlp+dM2/v7+nD9/HrFYjKenJz169Cj2WHx8fGjQoAGtW7emRYsWP3z+7ds3rl+/jq+vL2lpaQCoq6tTt25dWrRo8cN78saNG1y6dImHDx9Sr169Yo+vlL837du3x8/Pj8mTJytcaf/evXucPn2aBw8e4OLiotC+Synlf5mvX79iZ1eNatVSuXrVutCO2Bo13qKrW0chQp137tzh3LlzjB8//qdRez8jIyODlStXYm9vz40bN4o9tlL+t/jvJsvlgr6+PhYWFgUKATY2NiYyMrJExhEdHZ2jHJBMJiM8PBxvb28ePHjAy5cvyczMzLWtl5cXlpaWCjVqASpXroyysjIPHz7M8ff4+HiaNm3K27dvOX78OHFxcYSEhBAeHs7UqVNZtmyZvMTH4cOHSU9Pp0GDBgobl0AgwNnZmWvXrhESElLo9vfu3aNMmTL51uEsCsbGxhgbG3P//n2F9vtvpnbt2gD4+aX9V84fFpZFQkIWx44dw9LSEicnJ/bv309GRkaJnG/Pnj3s3r0bXV1dnj17Rvv27alWrRpt27bFz8+PXr16yXPoDQwMcHV1ZcaMGQwcOJB79+5hY2ODl5eXwsclkUjo27cvGzZsoGPHjowePfqnRi18zxuuU6cO06ZNo3LlyvTs2ZPdu3cXezzjx4/H3Nw8T5VZbW1tunTpwoIFC5gyZYq8LEPnzp1zfU82bdoUCwuLv7Q0USn/HT5+/MjFixdxdXUtkfJx9erVQ1lZmSlTpii87/8lnj9/zrBhwzAwMEBJSQkjIyNGjx5NYGDgf3topfyX2Lp1K58/f8LT06xI0UUVKigTFxdb7HFIJBLu3LlD3bp1i23UAqiqqvLLL79w8+ZN/P39i91fKf9b/O0MWwAXFxfevHnDzzaTLS0tiY2NJTVVsUIyYrGY8PBwateuzdWrV+ncuTOGhoZYWlri7OxMw4YNqVmzJlpaWjg6OrJ27docReSfPHmSZ45QcRCJRJiZmeHn55fj72vXriUqKoq7d+/SrVs3eV5auXLlWLRoEevWrWPTpk0EBgZy584dypcvXygF5IJQs+Z3ldyiGJG+vr6Ym5uXSNimqalpsUTASsmJjo4OlStX4N695P/K+bPPO3nyZPr3709SUhL9+/enVq1a+Pj4KPRcu3fvZtCgQTg6OjJnzhxmzJjBjBkzGDt2LNOnT2fKlCk4OTn9cN8KBALs7e2ZNWsWhoaGNGvWDG9vb4WObdasWRw7dox+/frRpEmTQufJa2ho0KdPH5ydnRk6dGixvNrPnj3j0aNHNG/e/KeGiaqqKubm5piZmeWbHiASiWjWrBmPHz/m6dOnRR5bKX9/jh8/jrKyconlvaqqqlK3bl2ePHnyUyG4fyrLli2jdu3aXLp0ieHDh7Nx40YGDhzIqVOnqFGjRqmY1r8QiUTCtm2b8fDQwdKyaEJ9deuqExERjlQqLVJ7sViMn58fK1euJDExkYYNGxapn9yoUaMGurq6bNu2TWF9ZpOZmcmRI0do1qwZNWrUoHHjxuzatYusrCyFn6uUwvO3NGwHDRpEVFQUHz58yPe46tWrIxQKFb6g9ff3Jy0tjV27duHu7s6TJ09wdHRkyJAhTJ8+nZkzZzJ27Fjatm2LRCJh2rRpmJqa8uuvv5KVlUVMTEyBywoVFj09vRy71GKxmJ07d9K/f/88dzxHjBhBuXLl2Lp1K0+ePCmQ4nRhUVNTw9jY+AejuyCEhYWV2PdlYGBQZAGwUnKnZ8++HDv2jW/fJH/5ubdvj8fGpiIWFhbUrl2bESNGMG3aNFJTU2nQoAFr165VyHl8fX0ZNmwYzs7OdO/eHSUlJQQCAcbGxlSsWBETE5OfOmI0NTUZOXIkpqamdOjQQWGL6ocPH7Jy5UratGlTLBEooVBIly5dqFSpEgMHDuTbt29F6mfv3r3o6enlyKtVBNWrV0dPT4+9e/cqtN9S/l48efIECwuLEtVBqFSpEhKJ5C+pff13w9PTk5kzZzJ37lxCQ0P57bffGDlyJMuXLycsLIyJEycybtw4jh49+t8eail/IZcvX+bjxwhGjSpcXu0fad5ci5SUdN68eVPotu/evWPp0qUcOHCA9PR0ypYtq9DUIpFIRI0aNRQaipydv2toYEDfXr24desWAQEB3Lt3jyFDhqCjocGwYcN49+6dws5ZSuH5Wxq2zZo1w8bGhsuXL+frCdLS0qJmzZo8ePAAsViskHOLxWLOnj0LfH8wxo8fz+TJk2ndujV2dnaYmJhQrlw5KlasSOPGjRkwYADz5s3D2dmZBQsWULduXbKyskpMNEYgECCRfDcokpOTWbNmjTyfLy9UVFRo3rw5L168IDw8vFhlefKjbNmyfPz4McffpFIpb9684c6dO9y+fZvAwMAffiuJRFIsZeb8EAqFCrs3SvnOsGHDSE+XcuBAfIn0n5oqxds7BU/PL2zYEMfWrZ+5du0b9+8n4+WVjItLTq+uqakp48ePp0mTJkyaNIkVK1YU6/wZGRn069cPMzMzunTpUqxnWUVFhQEDBpCamsqYMWOKNS74PrEOGzYMKysrmjZtWuz+hEIhPXr04PPnzyxevLhIfTx8+JCKFSsqPIxUJBJRsWLFH1IvSvlnUVIRTn8ke8G8Z8+eEj3P342srCzmz59P7969WbRo0Q/1f1VUVFi1ahUdOnRg3rx5Rd55K+V/j0uXLlGlShnq1i16OcR69TSoWVODBw/uFbhNtnDg5s2b0dXVZfr06ZQtW7ZAqTSFxdzcnODg4CI7bf/Ix48fadakCT179sQwJYU5Kir8rq7Ocw0N/DQ0OKymxhCBgBOenlSpUoWJEycqPJq0lILxtzRshUIh27Zt4927dz/NT2vZsiUJCQlFEi36M1KplHXr1pGcnEyHDh0YPXo05cuX/+nCVltbm/bt2zNhwgSio6ORSCR8+vSp2OPJjZSUFPT09NiwYQOmpqbMmDED4Kc5hhkZGXz79g2xWFxiRqRIJCIzMxOJRML58+dp3botWlo6VK1alaZNm+Lm5oadnR2aWto0adqMY8eOkZmZia6uLikpKSUyppSUFIWHXf/bMTU1pVOnTqxaFU9KimJ2bcViGWfPJtKyZQja2i9xdn7HsGHhTJ0ay5gxkbRqFUKjRsEoKSnx7ds30tPTc7QXiUS0b9+eli1bMn36dK5cuVLksezevZs3b97g4eGhEGNNR0eHDh06cPToUZ48eVKsvu7evUtgYCBt2rRRmCGpr6+Ps7MzO3bsKPRELBaLefHiRYlEgcB3g+Tly5elIV7/YGJjYxWizp8f2f2HhYX9qxabFy9eJCoqKt/8YoFAwJQpU3j37h23bt36C0dXyn8TPz8fnJyKVytcIBAwfbohgYGvCQgI+OnxMpmM06dPc/PmTdq3b8/o0aMxMTEhPj6+RDZcjIyMgO/PfXG4ffs2NWxteeflxQV1dd5paLBAVZW2SkrYi0TUEYnoqazMBjU1osuUYaWKCts2bMCpTp0S0wEqJW/+loYtgJubGwMGDODMmTO8evUqz+NMTExo1aoVN2/eJCgoqFjnPHz4MJGRkfTv35+mTZsW2gC0tLRk7Nix6Onp4efn98Piu7jIZDLCwsJ49uwZ48ePp0aNGsyZMwdjY2NOnDiRZ7tv375x6dIl/P39UVZWJjm5ZPIj09PTycrKolo1Ozp06IDXkzh0rGdQ0fki1ZoHUK15IBVdrqJfcT7PAjPx8PCgYsXKlC1blujo6BIZU1RUlFzwqBTFsXTpMmJjpcyYkffvlm2stm37gWrVgqld+z0zZkTx4UNOJ4yvbyr29m/p1CmU4GBdOnXqwuTJk1m5chUrVqxi1arVzJ49m759+1KtWjXOnj3LokWL8PPz+yEPv3Xr1lStWpXBgwfz9evXQl+XTCZj06ZN2NnZYWpqWuj2eeHo6Ii+vj5btmwpVj/bt2/H2NgYGxsbBY3sO87Oznz79o2TJ08Wqt23b9/IzMwsMcNET0+PzMxMhXjcS/l7IpFISkQ06o9kz+UymewvFZORSCQ8fPiQ33//nfv37+cpOFlSvHz5EiMjo5+mLLi4uKChoVEg46SU/32ysrLw93+Jg0PRd2uz6dlTlzZttDlx4iiJiYn5Hvvo0SPu379P9+7dcXNzkz+XUqm0RN4B2f1nRzkWhcePH9O2dWsaiMUEqqvzy3/SkvJCTSBgsooKT9XU+BYSQvMmTXJo8JRS8vxtDVuZTEZ8/GeUlQXs2uWJt7d3nmJSzZo1o2rVquzatStfIzg/Hj58iK+vL23bti1W3pqWlhYjRoxAKpXKQ5oVxdu3b8nIyCAxMZHRo0fTvXt39PX1adCgAadOneLOnTs/tJHJZMyZM4f09HTatm2LVCrFy8tL4eG5UqmU0NBQbt26TXS8JjaN71Ox4X3KVZ6CllEzVDUroapZES3DxhjZTKCCyw2quPnxLbM8Z8+eJTY2VuEPf0ZGBhERETg6OhIXF8eaNWvo0qULlpaWqKqqoqKigoGBAS1atGDOnDm8fv1aoef/J1OpUiWWLl3Opk2fuX076YfPv3wR07BhCJ06hRIfX5nWrYdSu3ZXtm1Lw8YmCE/PL8hkMlasiKV+/XckJekxceJExo+fhKurKxYWFvKwOaFQiKGhIQ4ODgwePJh58+ZRpUoVDhw4wL59+3Ls5gkEAnr06EF8fDyrV68u9HX5+/vz6tUrhaqGw/drqFevHkeOHCmWgvO9e/ewtbVVeKqDgYEBZmZmhRZ/+6uqxf3NqtKVokA0NDTkJaBKij/2HxUVVaLngu+RDCtWrKBChQq4uLjQrl07GjVqhJWVFfPnzy/x6/0jBX12ZDLZX1J3u5T/PrGxsWRkZGJjU/y8doFAgKenBVpaWWzbtilP4zYhIYGzZ89Sr149nJ2dc3ympqZWIlF72dEZ2traRW7fx8ODmlIpZ1VU0C7E81FNJOKmigrRoaFMnDChSOcvClKplKtXrzJlyhQmTJjAjh07SEr6cY32T+Zva9gePXqU8+d/Z+9ecwYM0OXYsWPs2LEt10lJJBIxYMAAKleuzI4dOzh9+nSBF49isZiLFy9y8uRJLCwsFJK3pq+vT4cOHXj06JHChIvEYjEHDhxAU1OTcePG5dixqV69Orq6urRq1Yo5c+YQHBxMUlISd+7coUOHDmzcuJF27drRokULhgwZQlJSUqF3Zn7GyZMnycrKwshmGhVd7lBGr+5P26hrV6d8g0uY2q0ABOzevVuhC1g/Pz+ysrLw9vbG3NycGTNm8PLlSypVqsQvv/xC+/btcXR0JCYmhvXr12Nra0vTpk1zqCjLZDJ8fX25cOEC9+7dKw2J/ANjx46ladNGdO0aTkDA/y/UpFIZHTp8JDhYifv37+Pt7cOaNWvYvXs3kZHRDBs2nKFDw+nZ8yPTp0fTpIkbEyZMxsrKqkDn1dXVpX///vTv35/AwEA8PT1zOGr09PRwcHBg+/bthf69Hj9+jFAoVHjpKQAbGxsyMjKKvCsSGxtLVFRUieQiAZiZmeUIlc4ucXbu3Dk8PT3ZtWsXly5dIiYmRn6MlpYWIpGoxCbOpKQkRCJRriWBpFIpmZmZpUbv/zjVq1cnMjISsVhMdHQ0oaGhhISEEBYWRkJCgkJ+3z+uG0r6HZ6VlUWnTp2YPXs2zZo1w8vLi6ioKJ48eULnzp1ZsWIFLVu2LLH0mz9Ss2ZN4uLiePbsWa6fh4WFcezYMXr37k1aWhpHjx6la9euTJ8+nePHj/8lwovZuiadO3emfv36uLm5sXz5cuLi4kr83P9WstfHamqKcWSYmChz+3YFlJWTWL16Ra7327Vr11BVVaVjx44/fGZmZlYiIbsRERFoaWkVeG3xZ5YtW0ZEWBj7VVRQL4LTx0YoZK2SEvv27+fevYLnIRcVf39/qlWrhru7O8eOHePKlStyAcsdO3aU+Pn/Lij9/JC/nvT0dCZMGEu3bnp4eHz/r3NnXYYNC2XFihVUrGiNrW0NLCws0NfXRygUkpycjK2tLd++feP+/fv4+vri4uKCo6MjRkZGOTyR33eD4/Hz8+PRIy++fv2KVAq//PKLwsIhnJ2duX79Ovfu3aN3797F7u/8+fOkpKQwefJk9PX1ge/epLNnz+L75AkagDWwetkyfvvtN3k7LSUlBMC1y5cBaNy4MV27duX48ePY29tTrVq1Yo8tICCAhw8fYmK7iHKVpxWqrUAgxKjSOERKWoQ/H8mDBw8UIvkuFou5e/cuIpGImzdv0rp1a5ycnChTpkyex/v7+3P79m3q16/PtGnTsLW1ZenSpTmiAExMTBg3bhxTp04t8fC5vztCoZDTp8/RpElD3NzecfWqFbVra3DzZjJeXklcv34dV1fXHG3KlCnD5s1bCAoK4uTJ+zRr1gwjIyPOnDlDbGwsYrEYJSUlDAwMsLS0xMbGBgOD3FUba9eujaamJjt27ODUqVP06NFD/pmLiwteXl5cu3aNtm3bFvianj59iomJCSoqxcs9yg0zMzOEQiFPnz7NUdokPT2dly9fEhERgUQiQUdHh5o1a1KuXLkc7bMXmXl9H8XFwMCAhw8fEh0dzY4dO9ixYxdRUbkvbCtUsGHkyGEMHDiQatWqERERUSJjioiIoGrVqqiqqvLlyxcOHDjAnTt38PX1lS+ElJWVsbW1pW7dunTs2BF3d/d//bP5v0C2UzkpKYk3bwKZMWM6YvGPIYNaWhqYm1tgYWFFnTp1MDY2LvS5wsPDUVFRITMzM885QFHMmzePq1ev8vvvv9OqVSv5301MTHB0dKRv3740b96c8ePH4+npWaJjadu2LWZmZqxatYpDhw4B3x1CFy5cYNOmTXLF2O9l3CqTlJREQEAAt2/flovwtWrVitGjR9O2bVuF63MEBQXRrl07goODqVu3LnZ2diQkJDB//nzmzZvH2rVrGTVqlELPWQryaKhiROj+QKVKqvj6VmLUqEj27duHl9d9XFwaYmdnR1ZWFn5+fjRr1gx1dfUf2lpaWnL58mXS09NRU1NT2JhCQkJwcHAo0n2bkZHBtk2bGCoSUbkY9/0AJSVWqaiwccMGGjVqVOR+fkZwcDBubm5YWFjg5eVFgwYNEAgEhIeHs3DhQoYPH87bt2/p1q0bxsbGWFpa/mMjNP6Whu3Jkyf59OkLv/5aVf63Nm20+fBBi3PnvrJjRzy3bl36QbhGKISqVTWYPNmAhAQJx4/f5vr162hoqGJiYoKysipicSYxMTEkJ6ehpiakd29d4uK0efRIqcB5axKJBIlEgrKycp43hlAoxNXVlStXrtC1a9dilTKIi4vj/v37tGrVSi7SEhYWxu6dO5GkpLBWRYVByspoCgQky2TclkhIkcmwEAhwFomIkMlYmZnJpnPnCPD3Z8DgwTx79owTJ04wZ86cYk1WqampHDlyHC2jVhjZTC1yP/rWA0n+8oCzZ4/L648Vh2vXrhEbG0vVqlXp27fvTxczSkpKODg4UKtWLW7evMny5cuRSqW0adOGdevWYWdnR2RkJJ6ensyePZvAwED27dtXYkJc/yvo6upy8+YdWrduiYvLC5YtK8fDhynY2VWjWbNmubYRCARMmDCR27fvcPPmTQQCAYaGhpiYmKCqqkpmZiahoaE8evQImUxG1apVadKkCVWrVv2hLxsbGzp16sTx48epWbOm3FFjYmKClpYWPj4+hTJsP3/+nOvuoCJQUVGhTJkyfP78mdTUVI4ePcr27dt5+vRprqkBpqam9OjRgxEjRlC5cmX5MSVltAmFQlJTU7EuXwGpVISOmQfl67mjrlsbZTVTQEZmahhpic9IjLnA9BmzWbRoMbVq1ZTXHVfkRCmTyfjw4QNubm4MGTKEgwcPIpFIqFChAlWqVMHV1RWRSERaWhpRUVFcvHgRT09PLC0tmTNnDkOGDJGPJywsjB07dnD//n3EYjHVq1dnxIgR1KlTR2HjLaVgxMbG4unpyfbtWwgPj6JKFQ169NDGwUGDWrXU0dMToaQkICNDSlhYFn5+qfj6RuPtHcK1a9eoXLkizs4NqVGjRoGeBZlMxtOnTzE2NiYsLEzhZan+SGpqKtu2bWPChAk5jNo/Ur9+febPn8+cOXNYunRpiVUpgO/z2qJFixg8eDDW1tb07duXYcOGcf/+faytrenVqxe2trZoamr+0DYpKYlXr17x8OFD2rdvT9OmTdm9ezfW1tYKGdvHjx9p2rQp+vr6+Pr65nD2ffnyhfnz5zN69GiUlZUZOnSoQs5ZyneyyytGRys2esHISJmTJ605d+4rq1d/Yt++fYhEQnR0tMjMzKR+/fq5tqtVqxbnz5/Hz88PFxeXIp07e75ITExETU2NsmXLEhQUlK9wWn7cuHGDuIQEhmsULw9ZIBAwTCBg8pkzpKSklJhjbcmSJaipqXH79u0cmhcWFhbs3LmTtLQ01q9fL0/R0tPTo2HDhgwbNuwf5wwWyP6GcVzOzvUoU+YN16+Xz/MYiUTGu3cZRERkIZHI0NUVYWenRpky///jJCdL8PJKwdc3ldevM0hLk6KqKqBKFTUcHNRxdS2Drq4SlSq9wcysLp07d87zfDKZjMDAQB48eCAXqdLV1aVevXo0bNgw14khMjKSlStX0q5duzwX+QVhw4YNREZG8uuvv6KiokJYWBhbN22iplTKCVVVLApoXN0Xi+mcmYmqgQEdu3Zl8+bNDBkyBDs7uyKP7caNG1y8dI1qLV6jol68kg3izEReXatC5UomjBgxosj9vHr1ip07d1KxYkVGjx5dpMX2q1ev2L17N127duXw4cM5+jh27BgeHh4cOXIEDw+PIo/zn0RKSgozZ85k48aN6Omp0K6dB/v27cvz+MjISMzNzXF1daVt27a5enEzMjLw9/fn/v37hIeH4+joSOfOndH400Qjk8nYunUr8fHxzJo1S+5s2LZtGxUqVODixYsFvo4uXbrw6tWrYt1/+TFnzhxat27NzZs3SUhIoFq1atja2uaIPklNTSUiIoKQkBCePn1KcnIyffr0YcSIEbi6ujJ27FiFh0qnp6ezfMUqEuK/YFhxDMZV5yBSzl9NPCvjE9GBM4kPOwQIGDFieK7Oh6ISHBzMpk2b0NHRQSKR0KRJE+rXr5/ruxb+X1zv7t27PH36lGbNmrFnzx5Onz7NpEmTKFOmDK1bt5ZP/uHh4fTt25ddu3ahrKyssHGXkjsymQxPT08mT56IWJxBr146jBypX2ABm4wMKadPf2XTpi88fJiMhYUZvXr1wcTEJN92oaGhrFu3DkdHR4KDg4mPjy+xnYrjx4/To0cP3r9/T4UKFfI87suXL5iamrJ69WqFlAH7GStWrGD69OkIhUJ0dXXx8PCgcuXKBW4fFBTEiRMnSE9PZ9++fXTp0qVQ5xeLxbx+/ZqnT58SGxuLRCLhwoULvHnzBh8fn1zfZzKZjKFDh3LixAmioqJKfKf934aNTXnatk1m3bqSUbQHePUqnTt3ktm8OY7YWA3mzp2f57G7du0iOjqaadOmFTpi6vnz51y5ciVHmkz2ZtKnT5+KlGO7YMECNi9ZwidV1WK/L55LJNROTeXBgwdFNtzzIykpCSMjI+bNm8fMmTNzPebVq1dUr16dDh06YGhoSHh4OK9fvyYsLIxKlSrh6elJ48aNFTquiIgIjh49SlxcHAYGBvTo0aPEUqn+yN9uxzYkJARvbx+OH7fO9ziRSEDVqmpUrZp32IKmpohWrbRp1Srvm/rbNwnv36dRr17eD7dMJuPcuXPcuXOHunXr/mfxrseDBw/Yv38/vr6+jBw58ocQQWNjY0QiERcvXkRPT6/QuwNSqZRLly4RGhpKw4YNUVFR+T6x7NqFnVTKDTU1NAvxwDVUUuKuQIBLXBwPHzzA3Nyc27dvF9mwlUql3Lx1F13zHsU2agGUVHQxKD+EoDfruHfvHg0bNiz0C8Xf35/9+/ejp6fHiBEjivxCsrW1pVevXuzfv5927drRq1cv+Wc9evRg27ZtbNmypdSw/Q9lypRhw4YNdOnShTZt2vw0Pyr7c3t7+1yNWvg+MTk5OVG3bl18fHw4c+YMISEhjBo1KsezJhAIaN26NevXr+fNmzfyXVtdXV3i4uKIiYnh8ePH+Pn5ERMTg0QiQVdXl1q1auHo6EjVqlXl94mBgUGJ5Yt++/aNlJQUTpw4Qe3atWnZsiVfv34lNDSU9+/fo66ujqmpKdbW1tjb21OrVi3atWvHkydPOHPmDNeuXUNJSYnIyEiFGrYZGRls3bqdb98yqOhyBS3Dgk1uyqpGWNbZhXa5X/jo14+DBw+xYMH8H2plFgWZTCZXere0tKRbt24/XZwIBAKsrKzo168fTk5OHDt2DHt7exISEpg0aRILFy6UG8XZmgXDhw9HTU3tX5V/9N8gPDycIUMGce3aDQYN0mflyvKULVu4+0RVVUjPnnr07KnH48cpDBgQwerVK2nZ0p1mzZrluuMglUr5/fffMTAwIDIykqZNm5Zo+N2bN29QVVXN16iF7zocxsbGJVYN4M9kp2PVrl2b7t27k5iYyIULF0hMTERJ6Xu0Wq1atfJ8dqtWrcrUqVM5duwY3bt3Z//+/T9NsZLJZDx58oQtW7Zw/Phx0tLSEAgEaGhoIBAISE1NRSqVUqlSJerXr8/o0aPp2rWrPBRVIBAwd+5cdu/ezaFDhxg2bJjCv5d/M3XqOOHnV/SyeAXB1lYNW1s1Tpz4irJy/gbNL7/8wsqVK7l8+TIdOnQo8Dm8vb05duwYbdu2ZerUqdSuXZvIyEh27tzJhg0bGD58OIcOHSp0dF1QUBB2AoFC3hfV/3Pu169fl4hhGxUVRXp6er5929raoquri0Qiwc7ODjs7O9zd3fn48SO///47TZo0YcqUKSxfvrzA31V2SuerV69IS0tDVVWVKlWqYGdnx6JFi9i7dy8qKiqYmpoSHR3NjBkz6NevH1u3blVoyPmf+dsZttniJU2a5O6VVzQxMd9DMbLzVnPDx8eHO3fusHHjxhze1d69ezN79myaNm3Krl27mDp1ao4bQiQSoa+vj76+Pvv37ycgIIBOnToVKNQxOjqaY8eOERoaCiAPn7r4+++kJSVxTF29UEZtNrYiEVtVVOjp70/t2rV58eIFoaGhhQ4vkslkXLp0ibTUJEwt+hR6HHmhZ9GbT+9Wc/r0aYKDg+nSpUuB6tCmpKRw9uxZnjx5gqqqKlOmTCn2ArtOnToEBAQwZswYWrdunSO8w8PDgxEjRshzQkv5TuPGjfntt9+YOnUqUVFReZbM2bdvH1paWgW67wQCAfXq1cPGxoatW7eyefNmxo8fnyNc3draGjMzMx49ekS1atWQyWQkJiYSHR2NqakpMpkMbW1typYti0AgIDk5mTVr1gBQo0YNRo8eTb9+/ahTpw6enp5kZmYqNM82PT2dLVu2oKSkRJUqVXj7+jXPnj1DVyikmlCIFvBZIOBsVhZiwNLUlEZubjg4OODs7Ez16tU5dOgQnz9/5sWLFwrN1Tl79iwRkbFUdLmGhp5jodvrmnVCqHSKEO+O7Nu3j8GDBxd7TMePHyc2NpamTZvSvn37Qi8uqlatyoQJE9i0aRMaGhpMnjw5x06vkpISAwcOJDk5mfHjxzNz5kzKl887QqiUovP8+XNatWqOikoKly9XwN29aAqlf6RevTI8f27DwoUxLF9+ibCwUPr1G/DDM+vl5UVwcDAdO3bk7NmzJZ6veebMGTIzM0lNTf0hsuSPSCQSvn37lqdTT5HcunWLwYMH06BBA9q0acOBAwcICAigbNmycl2SgwcPcv78eTp16pRneTw1NTX69u2LiooK/fv3x8rK6gcNhWxCQ0MZMmQIN2/exMDAgKZNm1KxYkXMzMzkC1qJRMKnT58ICwvj6dOn9O3blylTprBt2za5wJCVlRX16tXjwYMHpYatgnF1dWXy5JN8+pSFkVHJRqwkJUl/eq+XK1eONm3acOHCBczMzHB0/PlclJyczOnTpxk6dCjbt2+XzxPa2tqsWbMGZ2dnunXrRvfu3enUqVOhxpyRkYGGVFqoNnmhLBCgLBCUWLmv7O/2y5cveR6TlpZGampqjugkgUCAtbU1o0aN4u7du6xZs4ZPnz6xZ8+ePI3brKwsTp8+zZYtW+SCWCoqKnINg+xrFAqF1KhRAyMjI1RUVOjSpQuamposWbKEL1++cPbs2RJL5fvbJQj6+flhYaGOoeFfYyz87L6VyWTcu3eP9u3b5xoyZG5uzr59+4iOjubNmzc/fC4QCGjTpg2HDh3iw4cPLFy4kAMHDhAYGJijNqNMJuPz58/4+vqydetWli9fjpKSEnPnzpWfJzk5mUfe3sxWUqJ8MW6IHkpKNFVSIjo8HIlEwoYNG7h8+XKBSwB9/fqV3bt3/0d4QoCGnsNP2xQUNa2qKKto0bt3b6Kjo/n11185ePAgb968+aFEQkZGBu/fv+fYsWMsWrRILvLUq1evfBcVhaFjx44kJSWxZ8+eHH/P7l/RZZP+CQwcOBANDQ2GDh2aay3nu3fvsmXLFurXr1+oENCyZcsyevRoZDIZhw4dQvqHh1cgEFC1alVCQ0P5+vUrnp6eBAUFUaZMGbp3786CBQtYuHAhEyZMYPz48cyePZslS5bIc7dGjRpFzZo1UVVVRSqV8v79++J/Ef9BJpNx4MABPn/+jKpIRNirV4yQSHitoUG8hgYP1dW5pa7OCzU1kjQ1+V1dHdtPnzh48CA7tm4lMTERHR0dhg0bRtWqVXn//r3c4VVc3rx5g7e3NybVlxXJqM1Gu1xLylWeysuXAXkqsBaUV69e8fjxY+rWrVskozYbHR0dxowZg0gkYsSIEbmq6w4ePBgdHR12795drDGXkjvPnj2jSZNGWFpm8OxZJYUYtdmoqgpZssSUS5cqEBwcxK5dO3MoHgcHB3P+/HmcnZ0JCAigcuXKuLm5Kez8fyYiIoLnz58D36s65MelS5dITEzE3d29xMYD30MUBwwYQMWKFWnXrh07duwgMjKS/fv3ExUVxf379/H39+f169e0bNmSffv24efnl2d/QqGQ7t27Y21tTf/+/eXlVP7Inj17qF69Os+ePWPQoEHMmjWLli1bUrFixRy7NCKRCBMTE+rVq8fIkSOZOXMmhoaGdOrUia5duxIUFERSUhIaGhp/ef3ffwO9e/dGJFJi1674Ej+XkpKgQLVkmzRpQt26dTl06BB37tzJMcfnho+PDwKBgCVLluQ6T3Tt2pV69eqxdevWQo9ZV1eXOAUZXl9lMrJksgJt0hQFCwsL1NXVf1in/pGjR4+SmZmZq8aAUCikadOm9O7dmwMHDrBkyZJc+3j+/DkODg54eHgQFRVFz549mTVrFsuWLWPx4sUsX76cOXPmyHeOX716hVAoRCAQsGXLFhYuXIiHhwcXLlzg1q1birn4XPjbGbYvXvhTu7biFUnzQk/ve/hScnJyrp/HxcURGRmZr3hBgwYNqFKlinxSy0Ymk5GUlIS+vj69evUiODiY5cuXk5CQwM6dO5k3bx6zZ89mwYIFzJw5k8WLF3Pw4EH09PTkXlUtLS00NDTQ0NDA19cXgVTKsGLmgwkEAsYrKRHz+TMA/fv35+bNmyxevJjLly8TExPzwwslMzOTkJAQDh8+zG+//UZsbCxdunRBQ8sSkZLidtcFAiFqWpVRU1PjzZs3LF26lM+fP7N161ZmzpzJr7/+yooVK1i8eDEzZsxg48aNfPjwgVmzZtG+fXv09fWpUaNGscaQnJxMeHg40dHRaGpqYm9vz+bNm3MsjK9fv0758uVLNJzifxUdHR1OnDjBrVu3cHBwYNu2bbx48YJ79+4xdOhQWrRoQfny5fMUV8kPXV1devXqxbt373j48GGOzywtLfn69SvLli0jLCyMQYMGMXXqVBo0aICuru4PE5+GhgbVq1dn8ODBTJs2DbFYzMCBAzE2Nsbb27tY38Ef8fHxITAwELFYTBOxmCB1dVapqVFVJPphTGoCAW2VlLisrs4ldXUS3r9nw5o1fP78GSUlJQYMGICenh779u376aRfEC5fuYamfj30rYcUu69yVWahomHFoUOHimx4f/z4kd27d6OlpUWXLl2KHQamo6NDt27duHDhgjy0+Y9oaGhgb29PSEhIsc5Tyo98+PCBVq2aU7ky3LxZHgODknFWt2qlzZUrFQgNfc/BgweQyWS8fv2aHTt2UL58eQwMDAgODmb79u0lKvZ39uxZlJWVadGiBUuXLiU+PneDITU1lblz51K+fPkC7UoVh7lz5xIXF4eHhwd3797l06dP3Lp1i759++YQtKxatSrHjx+nZ8+enDx5Mt9yiSKRCA8PDyIiIli4cGGOz1auXMmgQYOws7Nj2rRp1KxZs8DfuaGhIfb29hgZGXHq1CmqVauGnp4eXl5eRbv4UvKlbNmy9OzZi23bEsnKKlmpnUqVlPn8OeanxwmFQjw8PGjUqBFnz55ly5Yt+ZYBCgsLw9nZOd9KAR06dMhRxq6g1KpVixdiMVkKkCF6+h+jPq9oiOLy+++/k5aWxoULF3JVWn/16hXTpk3Dzs4u3+/KwcGBZs2asWjRIl6+fJnjM09PT+rWrStP7RkzZgz16tXDyMhI/owLBAI+ffrEw4cP6du3L9HR0Vy5coULFy4QFRXFxIkT2bt3L2ZmZmzfvl2xX8If+NvFUCYlfcXE5K9T5ypXTply5VSIiIjA3t7+h8+zd5yy1YhzQyAQYGFh8UNe4ZcvX0hNTZXfzGXLlmXSpElMnDiRjx8/4ufnx7t378jMzJQvsh0cHDAyMpL3IZVK5Yu798HBuIpEGChgcm6tpISyQECWTMagQYOYMmUKGzduZP/+/Vy9ehU1NTWMjIwQiURkZGTIjV1zc3MWLFjA8OHDWbp0KQKhf7HH8mcEQhWysrLQ09NjypQpTJo0iaCgIHx9fXn9+jXp6emoqKhQpUoVHBwcqF69OkpKSlhZWVGjRo0iL16ioqK4du0aL1++lHsX9fX1qVChAiEhIYSHh2NpaUlQUBDHjx9n0aJFirzsfxQtW7bk/v37/Pbbb4waNUruFNDT06NFixa4ubkVOYS7cuXKODk5ce3aNerXry/vJ1vpUV9fn5EjRxZKbMTY2JixY8dy8eJFbt26Ja8Zm1codUFJT0/n1KlTAExQVmZNIYQoWisp4SsU0iQ1lW2bNjF5+nTU1dXp27cv69ev5/r160VyDmQTFRVF6If3WNf9FYGg+O8UoUgVw4pjiAqYxvr162nRogUtW7Ys0O8sFou5du0a169fRyaT0bFjR4U5jbLVspcuXUq3bt1++P4TEhJKpG7xvxmpVMqgQQMoUyaNy5croq1dsnN648aaHDliSefOL9i8eTPBwcHY2trSqFEjdu/ezahRo2jSpEmJjiExMRE9PT3mz59PmzZtaNiwIZs2baJJkyYIBAJkMhmPHz9m4sSJBAQElJhAXTZfv35lx44dNG7cGF1dXR49ekS/fv2oVatWrscLBAKWLVvGsWPH5OUS88LQ0JBGjRqxdetW5s6di6amJrt372batGm0aNGCNm3aFMopJZFI2L9/P/7+/jRr1oz+/ftjZGTE27dv2bJlC8eOHaNmzZrMmjWrsF9DKfkwceIk9u/fz9KlscybV/gyWgXFwUGd48ejC5S6JRQK6dSpE9WrV+fYsWOsXLmS8uXLU6NGzhKfSUlJfPny5aepfVKptEhrQldXVzKkUq5JJLQtZrrZebEYAz09qlSpUqx+ckMikTB27FiqVatG2bJlGTp0KAcOHKB3795oampy/fp1jhw5gr6+foE0Ydzd3QkMDGTy5Mlcu3YNgJ07dzJs2DBcXFzo1KlTvr/htWvXaNiwIbt3787xvWtpabFixQrCw8O5cuVKrhGuiuJvZ9hKJGL+6tJKTk7qBAS8BX4sC5L90AQEBOQ5IYjFYl69evXD4ig4OBggh4w9/H9ce0HyC3V1dUlLSyMrK4vo8HDcFfTlqAgEVBeJeC4Wo6enh62tLVu3bmXFihX4+Pjg5+fH+/fvycrKokyZMnKju06dOnKRDi0tLcRZXxVe5kMqTszxshIKhdja2mJra5tnmy9fvhAWFlZkVbeQkBC2b9+OmZkZa9aswdXVlcTERA4cOMDBgwcRCoU8fPgQX19fxowZQ8WKFRk+fHiRzvVvwdHRkbFjx3L27Fm6du1K+fLl5YJqxaVp06b4+Pjw8uVLueMo+x7s1KlTkRQ0RSIR7du3B+DOnTscPnyYiRMnFmu8Xl5eSDIz6aikVCijNhszoZDrqqrU+PaNc2fP4tGzJ+XLl8fOzo5bt27RpEmTIpcSCwwMRKSsiY5JuyK1zw09i15EvpxCp06duHDhAj4+PtSrVw8HBwcMDAxyTHTZ6Rd+fn48fvyYpKQk6tSpw/v376lZs2ahz52cnIyPjw/v3r1DJpNhaGiIs7MzJiYmuLq6snPnTp48eYKTk5O8zYsXL3jx4oU85aMUxbB161bu3LnHzZsV0df/a5YZnTrp0r+/HgcPBuPu7o61tTV79uzBxcVFXuKiuHz48IFDhw7h8/gx/n5+JH77hkgoxMTYmG9pacTFxckNwpSUFNzc3LC0tKRChQpEREQQHByMvr4+MpmsWNUICsL+/fvJzMzE2dmZ6OhoEhMT6dMnfz0MS0tLGjVqVCCRG2dnZ27dusXhw4dp3rw5Y8aMoX79+oU2auH7bverV684f/487dr9//uoVatWjBkzhoULFzJ79mzKly9Pz549C9V3KXlTo0YNZs6cxa+/LqFDBx3s7Usm57t5c02ysqLyXUf/mcqVKzNr1iwCAgJ4+PAhV65cyTUkPSoqipiYmFzrW8tkMk6dOkWDBg0KPeY6depQp2ZNNr5+XSzD9ptMxl6ZjOHDhpVISZ2rV6/y8eNHJkyYgJWVFZUqVcLLy0u+PtXX16dFixa4uroWyFmspKRE06ZNOXz4MG/fviU5OZmRI0fi4uJC165d8322Y2NjCQ0NZe3atbk6EwQCAZMmTeLYsWMlml7wtzNs1dXLkJqqmITtgtK3rx7du4fmukOjp6dH5cqV2bBhAz179sz1xjxz5ow83vyPeHt706pVq2LVqatduzZSqZTo6GiSU1MxVmAolalMxguhMIcXSUtLi2bNmhWoPFHNmjXJSI0jKz1KIarIAFJxKimJb7C3n1iodtk5keXKlSv0OcViMXv37sXJyYnLly/nMIrc3Nzo0aMHv/zyC/369SMrK4smTZpw9OjREsuX+Cdx7NgxjIyMcHFxUajzw8TEBCsrK549eyY3bFNSUoDvCs1F9dLCd3XGt2/fEhkZyalTp3Ld5Ssot27dQlMgYFsxSgZYC4WsUlZmxOPHuDZsiLm5OQ0bNiQgIIDNmzczevToIhm3794Fo6ZdC4FQccIhSiplKaNjg7m5OS9evGDDhg3yKBANDQ2MjY1RVlYmKyuLmJgYuchO3759GT9+PC1btqRWrVqFXgD4+Phw4sQJBAIBzZo1o0yZMty9e5f79+/j5OREt27d0NTU5PLly3LDNiUlhbFjx2JmZlYoFc5S8ic8PJzp06cycqQBbm4lUxM6L9atM+Pq1RR8fX24evUqLVu25PTp08Xe/X/9+jVTJ0/m0pUraAqF1BcK8RAI0AWuiMU8ePcOkZISTk5OVKtWDXNzc/T09Hj//j3Pnj0jNjYWgIoVK/LhwwdkMhnh4eElKj549uxZqlSpgo6OjlxUJjuqJT8MDAxylE3Ji7Jly2JjY8O5c+c4cuQIGhoadOzYsdDvueTkZLy9vVm0aFEOozYbgUDA/Pnz8fPzY8mSJXh4eJSosvW/jblz53Lu3Gk8PEJ58KBCiTiibt5MRiAQcP/+fezt7Qv8+4lEIuzt7bG3t0cqlfLp0ycSExORSqV8+fKFU6dOoayszJQpU9i/f/8Pc/6+fft49uwZixcvLvSYBQIBM+fOpVu3bpwQiehWxBTAKRkZiJWVGT16dJHa/4wDBw5gYWGBlZWVXPm8du3aiMViJBIJKioqhX5eateuzblz59i3bx/nz5/HxMSETp06/bSfr1+/AuSbDpjttM5vo6q4/O1ybCtVqszr13+tIE/HjjqUK6fCjRvXc/28efPm+Pn5MWTIkBy5uDKZjBs3bjBkyBB5Lcps3rx5w8ePH4utwlizZk1UVFQIDg5GJBQqJN4/mwy+7wgXdWKtW7cuAMmf7ypsTMnxXshk0kLnHmWLhhTlWvz9/fn27Rs7duzIdafP3d2dPn36oKKiwpMnT7h9+3aRDOh/Iz4+PlhbW5fIQqRChQqEh4fL/x0eHi4Pp5s0aRILFizA09OT27dv55lDnxtCoZABAwbId+mPHz9eJJGwyMhI0lNSGKusTLliOqQGKytjIhLJ881sbGxQVVUlOjqaNWvWFCpHVCqV8uDBA4KDP6CuXbx89NxQ0rDlzZu3VKtWja1bt8rzbGbPno2rqyv29va4uroye/Zsrly5QnR0NNu2bcPQ0JCIiIhC17l7+fIlR44coXfv3kRGRnLp0iVOnDhBREQE27dv59mzZ5w6dQozMzPu3r3Lx48f5flCfn5+HD9+vLSOrQL5rv4tZvny/OvLlgS6ukqsWmXM58/xTJkyhYsXLxZLSFAmk7Fq1Spq29vz9sYNPFVViVFX55qaGr2UlNgrkfAQcG/ThoWLFuHh4YG9vb08XNLGxobu3bszfPhwxowZw9ixY1m4cCFNmjRh2bJlODs7l0h+t0wm4+nTp1hZWQHIS2VlCyzm1y5b26MgWFpa8ujRI+7cuUOnTp2K5EDw9fVFKBTmq3osEAgYP348AQEBPH78uNDnKCVvVFRUOHnyDF++qNGyZSifP+ec676XxMzg/fsMvn37uQDUn9m27TMTJ0bRqVMn3r9/n684WX4IhUKMjY2pWrUqlStXxtvbm9q1a7Nr1y6OHDmCm5sb58+fJzw8nMePHzNkyBAGDRrE0KFDad26dZHO2aVLF7p06sRwsZiAAohf/Zn9WVnszMpi1dq1OewDRfLo0SMqVKjwwxpLSUkJ1SI61JWVlbGysuLChQsEBATQo0ePAq2ts9WZ/7gu+zNhYWEA8ui4kuBvZ9g6ODgQGJhCWtpft2urrCxgxQpjnj599kPCNHwPiejVqxcHDhzA1NSUAQMGMGHCBBwcHGjRogXlypWjX79+8uPT09M5fvw4jRs35pdffinW2NTU1OjSpQuPHj3CwMCA1wqSHwcIkBbegPwjZmZmNGrclMSwH5PVi0p8qCfVqtkVOFwlm2yDNDcV3p/x+vVr6tSpQ9WqVfM8pl+/fqSkpJSKRRUCqVRKYGAgZmaK2c3/M+bm5iQkJMiVOd+/fy8XavPw8MDBwYHMzEwuXrzIggULOHLkSIENXAMDA+rUqYO+vj6+vr6sWbOGjx8/FqitTCbj+fPnrF+/HgnfjdLioiQQMFgkwv/pU2QyGUKhEHNzc5o3b0758uXZuHEje/fulYfh5kZWVhY+Pj6sX7+ekydPoqmpiUCk+PtZIFIlPf3/xWe0tbVp1aoVs2bNYt++fRw7dox9+/Yxa9YsWrVqJV90v379GqBQec3ZZcdatmzJrl27cghjqKioMGzYMNauXcujR4/Q1dXl3r17WFtbM2zYMCpWrMiDBw9wdnZW0JWXkpGRgafndgYM0EFL66/TyvgjXbvqYmCgTFJSUrFC/2QyGSNHjGDq1KmMBvxVVRmkrIyGQMAjiYSG6emkGRkxeepUWrZsWWADWktLiw4dOjBu3DhCQ0NxdnYmKCioyOPMjbCwMBITE+XaIAYGBlSoUOGn6rAPHjwgKCiowOsCc3Nz4uPj0dfXL/IOzOfPn6lSpUq+JRcBeWh0dopXKYqjcuXK3Lhxm4gIVZyd37N9+2f69/9IxYpB6Oi8pFKl11Sq9Po///+GAQM+cv9+cp5zDUB6upQpUyIZOTKC8ePHc/LkSTw8PDhz5gyf/yNcWlQuXLhAXFwc+/bto1evXly8eJHU1FQ6dOiApaUl9evX5+rVq6xcuZJt27YV2bEuEAjYuWsXllWq0CQzk+sFdHBLZDJWZmYyID2dwYMGlVipqm/fvhEaGloiRrO5uTlv3ryhcuXKBe7fzMwMIyMjtm3blucx27dvR1lZma5duypqqD/wtwtFdnBwQCKR8fRpKi4uf00tW/gejrxrVzyHDh1i/PjxmJjk9DY7OjpSsWJFHj58yO3btxGLxfJE7WrVqslDICQSCYcPHyYtLS3fWlCFYfTo0Rw5coTKlSvzABSS0xoulRIrk/20yPrPGDf2e1H1b5+uo23Uolh9pSb48TX6Akvnbi709VWpUgWRSERUVFSha/JmZWX9NFw8u2ZqUQznfyvp6elkZWXlqB+qSLIXkhkZGWRkZBAUFETXrl1z5FDC91C3x48fc+vWLQICAujevXuuQnF/xtnZmSdPnrBnzx7Wr1/P2rVrqVy5MvXr16dixYo5QtGz80XfvHnDw4cPiYqK+r6r/+kT1gpKH3AViViclsbnz58xNDSkbNmyJCQk8ODBA3bu3MnatWvZvHkzmpqamJub5xB/i46OJjIykszMTFq0aMGePXsYN34S0Unffn7iQiITJ6OpWfgc5+xyXoWpH/zhwweio6PlefC5MXjwYObOnUtsbCy6urocPnyYqlWrFnpnuJSfc/LkST5/TmDkyLydhCWNqqqQ4cPLsmLFDqZPn17o+SCb+fPns33HDnarqTHwD86pIIkE9/R0jKysGDp8eJGdndbW1owbN46tW7fi5uaGn5/fD+uOopKYmAiQY+e1UaNG7N27l7Vr1zJx4o+pPtHR0QwaNAhTU1NsbGwKdJ7sd7udnV2R1zpCoTBfFeZssufe0uiKkqFmzZps2LCZQYMGMWJEBIaG+lSr5kSDBhby9U9CQgIRERFcuRLIvn3B1KihwY4dZtSvn/N9/+hRCgMHRhESksnq1auZOHEiAoGATZs2yUtajhw5Ml+F3tyQyWRcuXKFu3fvsmHDBnnIq7u7O+7u7gQEBBAREYG2tjZOTk4KCfPX09Pj1r17dO/ShZZ37tBfWZnJysrUyMVpJpXJuCqRsFgiwTsriylTp7Js2bISC53Pfs6LoinyM0QiEZmZmT+sp/JDKBTSuHFjjh07Rv369Rk3bpz8vSCTyThy5Ajr1q2Tl1QsyDqsKPztDNtatWphalqOAwcS/lLDViAQYGenird3Olu2bGHQoEGUL18+xzF6enq0bduWtm1/FJmC7zL+hw8fJigoiHPnzv3Qvqg4OzvToUMHrl27RppYjJdEgmsxH9jdWVmoKikVO7esc+fONG3aDO8no9Bo9AQlFd0i9SOVpBPpP5SaNWsxePDgQrdXV1eX1zEt7A6MgYEBfn5+pKWl5VlE3MvLS668XErByN4tKUj9uqKQ7S0WCATcuXMHFRWVH4Ta4Pviq1mzZjg5OXHixAn27NlDx44df6qSamlpiYqKCvHx8fj4+HDy5Ek2bdrE/v37ge/OjuyFXUJCAikpKXIBqtGjRzN16lSMiumZ/iN2/5kgPn36hKGhISKRiKysLHmd1uHDh3Pv3j3u3LmDr68v79+/JzMzkzJlyuDs7IyDgwNt27alcuXKANSyt+PjlR8jVIpLZvILatQovMMsO0/4j7VIf0a2En3Dhg3zPEZNTY26devy7NkztLS0aNmyZaHHVkrBuHDhAvXra1Glyn83sqV//7L89lssTZs25dmzZ/KFeUF5/Pgxvy1ezK8qKjmMWrFMRr/MTNTLli2WUZuNlpYWw4cPZ82aNQwfPpxz584pZBGc3ccfd9Rq1apFs2bNmDRpErdu3WLMmDHUrl2bpKQkjh49yoYNG8jMzGTMmDGFNlKLMy9aW1tz7949Xr9+TbVq1fI87syZMwgEgkIttEspGFKplNmzZ7N8+XKsrKxo06YNNjY2ud6LTk5OSKUdeffuHZcuXcDF5R0zZpRj3rxyXLjwjS1b4rl9+xtOTg48e7Y/x06+vr4+t27dws3NjTVr1tChQwecnJwKdM8nJiZy4sQJAgMDWbZsGWPHjv3hGDs7uxIRZdPR0WHcxIlIgGMPHrAvNZXKQiENhELMhUIkwBuZjMdAVFYWtWvU4O7mzfnOS4oge42V3855UUlISAAotGPQ2dmZz58/M3HiRDZv3ky3bt1QUlLi3LlzvHjxgjp16vD06VP8/Pz+PYatsrIyw4aNZOXKxSxfboqOzl8TzpSWJuXIkSS6devO7du32bBhA02bNqVly5Y/nbxkMhmBgYGcOnWKrKwszp07R5s2bRQ2NoFAwLZt276/9MViFmZlcS2XGpgF5YtMxoasLPoPHVpsASSBQMCePbuoWbMWYU+6YOV0FpFy4QRDpJIMwnx7k5UWwv79j4vske3cuTMrV66kc+fOhVpw1K9fn5s3b+Lp6ZnryzIlJYV169bRqVOnYgmB/dtQUVFBT08vz3qOxeXLly+IRCK+fPnC3bt3adOmTb6/u5aWFgMHDuTChQucPXsWdXV16tWrl+fxIpEIMzMznj59irKyMj179qRnz56EhYXh6+vL8+fPiY+PRygUUq5cORwdHXF0dMwRUqeuQE9tdl/Z+b5paWk5ziUQCGjcuHGBlcEdHR05cvQEkqykQj+zeZGZ+pG05IhcHQw/I3uXKDY2tsA57Nke+W/fvuUbyvjt2zcyMjJKrI5gKd/x83tM27ZFU+lWJJUqqaCjoySvQZ9bDeO8kMlkDB88mDpKSsz4U/TA2qws/CQSxvXpo7C0FB0dHbp06cLu3bs5cuQIvXr1Knafenp6ACQlJeX4e7t27TA2NubOnTu4u7vL/66iokKdOnVwd3cvlBMgO7WjOIZtzZo10dbWZvHixRw8eDDXdU1qaiorVqygdevWCtswKOU7UqmUAQMGcPDgQdq2bYubm9tPHRvC/4iOVqpUiVu3brFkyUVWrYojM1OKq2sDDh0aQ/fu3XPdMbWwsMDHx4cJEyawf/9+vL29cXFxoWbNmj+IIMpkMmJiYuQVKbS1tX9Qzi5JJBIJW7ZsYcWKFURERFCuXDlsa9ZEJpMRHx/P+fh40tPSkEgkiGUyTMzM2DZ3LsOGDftLBM6MjIxQUVEpdmh3bsTExKCsrPzTFIE/IxAI6NChA3Z2djx48IDt27cjk8kwMzNj+PDhVK1alcjISAICAhQ+5mz+doYtwNChQ1m8+Fe2bfvM9OmKFel58iSV33//iq9vGq9eZZKWJkVVVYiamoyEhEwOHz6MlpYW5cuX5+7du3h5eVG3bl3s7OywsLCQb/mLxWKio6MJCQnh0aNHREdH06JFCzw9PUskxM3Y2Jhz587RrFkzbojFeGZlMbQQIXvZyGQyRqWnIy1ThgULFihkbFZWVly5comWLd358LA5ZrV3o65dvUBtM1Le89F3EGmJvowaNaJYdb6GDRvGkiVLePToUaFqFmaXBZk0aRIAQ4YMke/cBgUFMWzYMKKiojhz5kyRx/ZvRCAQ4OjoSERERIn0Hx4eTrly5Th69Cjm5ua4ubkVaEzt2rUjJSWFU6dOUalSpXxf3FpaWj9MGpaWllhaWtK5c+d8z2ViYsJnf8XVeY7/j1c2e0EdFRVF06ZNi9xf586dmTRpEgkRRzEoP1QhY/wSuocyZbRyLJoLiqmpKUZGRoSFhRW43E+lSpUQiUQcPnw4V6cUfC/l9fjxY9TU1IqlKVBK/iQmJhIcHIqDw38/xPv7u0edt291OHnyJCdOnKBbt24Fanv37l38AwO5qa6O0h8Wp+kyGcvFYpxdXIoc3pwXNWvWxM7OjoULF9KzZ89iL4qzVZkjIiJ+2MGqW7eu/L2cmJgoj0QqishWeHg4IpGo0IvfP6KkpMQvv/zC4cOH0dPTY/HixTmM648fP9K/f3/ev3/PkSNHinyeUnJnwYIFHDx4kD59+hTaISkSiWjRogV6enocOnSIkSNHsmXLlp+209PTY9++ffTu3ZuVK1dy6NAhjhw5gpGREUZGRgiFQpKTk4mIiCA9PR2hUIhQKMTOzg6ZTIZEIilQ/nxmZiYSiQQ1NbVCP1MhISH07dsXb29vHB0d6dGjR565pmKxmJcvX3Lnzh1GjhzJmzdvWLp0aZFL8RUUZWVlatSoka9YU1FJTEws0veWTcWKFfOsD6+qqirXRikJ/nbiUfB9gTN69BgWLPjEu3c/z70oCGfOJOLg8A4np7esXZvEhw+mlC/fgNq13TA2rkloqEye0Dx//nzGjRvHnDlzaNy4Mf7+/mzbto3Zs2czY8YMZs2axbRp01i9ejVnzpxBLBZz7tw5rl69WqJ5W40aNeLmzZuoqqgwKiOD3wup1CqTyZiZmclxsZitO3cqLJ8HoEGDBjx4cA8zoyze3a1P5MtpZCS/z/P4zNRwol/N5+1tR4RZQVSoYM3WrVupU6cOvr6+RRqDubk5AwcO5MqVK4XeJezSpQt169Zl3LhxmJmZ0aJFCxwdHalWrRo+Pj5cvny5SLU1/+24urry/v37AuVQFQaJREJQUBCJiYmkp6fTr1+/AgvFCAQCea3bY8eO5XtstlBTUXB2dua5VIpUQWFCz/4T0m1qakpSUhJxcXFF2hnNxsLCgl/atSf+w3qkkuLnjosz40kM96R//74FVlX9My1btuTFixdICyiSp6OjQ82aNVm8eDGhoaE/fJ6Zmcm4ceNQU1MjLS2tQGXMSika2cKLtWuXTC3MwlKnjjppaUnY29szduzYAtdN9Ny5k6oqKjT90/vkpFjMF4mERo0alcRwady4MW/fvuXOnTvF7ksgEODg4JCn4J1AIMDCwoIaNWpQrVq1IitHh4aGKkRHJLsk17Zt2zA1NaV3795MnDiRNm3aUKFCBR49eoShoWFpxIWC8fX1ZcmSJbRq1apYc4mjoyMtWrRg586dPH/+vMDtWrZsyaVLl5gwYQICgYBPnz4RGhpKdHQ0AoGA+vXr07NnT4YOHYq7uzvv37+nQ4cOVK1aVV4h4M9k53K6urqiqqqKhoYGNjY2rFq1qsDikS9fvqR+/fq8e/eOMWPG0Lt373wFlJSUlKhduzbjx4+nXbt2bNy4kfbt2/8lmixNmzbl9evXhUrh+RkJCQl8/fq1SNUgCoJYLC5Ro18gK4ngbAWQkpKCvb0dxsbx3L1bHpGoaF6Dz5/FjBwZwcmTiVStWpmGDRvnEHsKDw9n8+bNGBoaMnDgwFzrvGXXzAoLC+Pr169IpVLU1NQwMzMjNTWVI0eOUKlSJe7cufOX1DYNDw+nvpMTMTExzFZRYY6KCio/8arESqWMyMjgrFjM2rVrmTBhQomMLT09nTFjxrB7zz5kUjHqOtVR13FERcMSEJCVHkn6Vz9SEl+goqyKs3M9WrdujaqqKlFRURw5coSoqCg8PT0ZMGBAoc//7ds3bG1tUVNTY/jw4YUSooHvOXuPHj3i8+fPxMTE8OnTJ7y8vIpU4LuU7972ChUq0KVLF7mqpSLw9/dnz549aGpqMmbMmFyLsxe0j8mTJ+c5aa1bt45GjRqxb9++Qvd/69YtmjVrhreGBvUVUJh9cHo6F8qUYfaCBVy/fp0bN24QFRVVoNqUefHq1Stq1aqNnvVYTKv/VqzxhfkNQPz1Cq9fBxZK2fiPPHz4EBcXF4YNG1ZgldVv376xceNGAKZOnUqPHj0oU6YMt27dYuXKlTx79gxLS0tEIhFv3rwprYFZQvz++++0a9eO6OjqGBv/9wV+li+PZfHiBEaPHs/y5cs5evQoPXr0+Gm78ubmdPn0iVV/CjV2T0vjg5UVo/KIDCguMpmMZcuW8csvv+DpWfxKA1u3bmXMmDHMmzev0DnGBeHz58/89ttviEQiVqxYoRAD9+vXrzx69IjXr1+TkZFBmTJlcHBw4MOHD2RkZBTKaPq3EBQUxLZt23jy5AkCgYAGDRowYsSIPHfL/kiDBg2IjIxkwoQJxVIQh+/Gytq1a7G2tubBgwcFahMZGUn79u15/vw5TZs2xc3N7adCSGFhYZw5c4bQ0FBmzZrFr7/+Kn+nS6VShg4dyu7du3Fzc6NHjx6oq6tz9epVTpw4QY0aNbhx40a+z0NUVBS1a9dGVVWV4cOHF0n88u3bt3h6evLLL79w8uTJEp1z3r59S5UqVejVq5fC8s8vXrzI/fv3SU9PZ+HChQq1a8RiMTNmzGD9+vXFLoeaF3/LHVv4rvK1e/c+vL2TGTs2skjJ0eHhmdSrF8yVKxn069eP4cNHUr16dfkLOCUlhZ07d2JkZMTo0aPzXCAKhUIMDQ1xcHDAzc2N5s2b4+rqSvny5alevTqjRo3i3bt39OnTp0SSuP+MhYUFoWFhDBg0iN8yM6mcksKazEzCpNIc55fIZPhLJExKT6dKejpe2tqcOnWqxIxagMDAQI4dO4a1lQXdunXDvpoWauJbJEdsJCliPUrpV6huo4JHj+4sWjSfjh07yj03pqamTJgwAScnJwYOHMjBgwd/er709HSOHj3KmDFjqFevHra2tqSnp/Phwwc8PT0LvVNoaGjIL7/8gpGREbGxsaxdu7bUqC0GVlZWtGvXjlu3binMeykWi7l06RKamprMmDGjSEYtfBea0NXVzdPzK5FIiIyMLLInu3HjxpiVK8fmAu4U5UeiTMZhsZi6zs5kZmbi7e1Nz549i2XUwvci6YsWLSQueA0JEfnvXufHp+ANxIcfZePG9UU2auH7Qqtu3bpcuHChwB5obW1txo0bh5WVFbNmzcLKygoDAwO6d+9OfHw87dq1IyQkhMmTJ5catSVI9u+lrPz3+I5VVASIxVJMTEywsbH5aakb+J63HxoZicOfFvkymQwfmYwKBVQLLgoCgYDy5cvj4+OjkP769OmDurp6nu+34uLl5UWZMmUQi8V8+fJFIX3q6OjQqlUrJkyYwPTp0xkzZgwNGjTg06dPpRFTf0Imk7Fo0SKqVavG4cOHqVixItbW1uzatQsbGxvWrFmTb/tnz57x6NEjWrRoUWyjFr7vWrZo0QIvL69cy2b+maioKFxdXQkNDWXChAm0a9euQOq+lpaWjB07ljZt2vDbb78xduxY+bp327Zt7N69m3Xr1tG8eXMuXLjA9OnT5Tn2/v7+1KhRgzVr1vDp06cf+pbJZAwdOpSMjAyGDRtW5IoOlStXpnfv3pw+fZoDBw4UqY/CnOuXX37hypUr8soCxeHz58/cu3ePvn37AhS4zGFBiYyMRCwWFytC4Gf8LXNss2nUqBE7duxgyJAhiESwfr0ZQmHBJs34eDFubiF8+6bGhAljcpUVP3PmDFlZWQwePLhYQhCmpqb07NkTT09PDh48KL8hShJlZWU6derE7t27UbOxYfr790zOyMBAJMJEIEAKhIjFpAH6uroMGzqUadOmFVpevTCkpKTQpUsX9PX1GTFiRJFCDUQiEd27d0cikTBkyBDq1q2ba95tcnIyS5cuZdu2bcTHx2NsbIyZmRnVq1dHIBAQGRnJq1evWLZsGX369CmQ9xK+L2yOHTvG27dvWblyJePHjy/0NZSSkzVr1mBnZ8eFCxcKnOeWH9euXSMuLo5JkyYVq5SQSCSSK/TlRkhICFlZWfkKTP2s/ykzZjB54kTGSSTULcbiYVZGBjIlJerXr8+lS5dITk5m+vTpRe7vj0ybNo1Xr15z8OBAxBlxGFQYhUBQMJ+nTJpFTNBiYt8uB2Du3LlER0czePDgIr1rBAIBu3btwsHBgUuXLhVYtV1LS4s+ffrQsWNHQkNDkUgklCtXDh0dHVavXo2rqytDhyomj7iU3Ml+32dk/D2CwNLTZSgrf3/matSowe+//05mZma+UTzZi13LPzlAwmQyEiSSEqkX+UcsLCw4c+YM6enpea5JZDIZnz59IiUlBSUlJQwNDXNV89fS0qJ///7s2LEDJycnhQofxsTEcP/+fcaOHcvatWsJCwsrMWFFsVhMZGRkaX78n9ixYwfz589n4cKFTJ8+Xf78paWlMX/+fCZPniwPxfXz8yMoKIj09HTKlClD9erVefXqFbq6ulSvXjA9lIJQo0YNdHR02Lt3L6tXr87zOLFYTMeOHfn69Stjx44ttINWKBTSokULNDQ02Lx5M3Z2dgwbNoyVK1dibm7O5MmTUVZWxtramurVq8trpSckJBAWFsaMGTOYOXMmPXv2ZPny5XKxwtOnT3Pp0iWGDBlS5HSabOzt7XFwcGDcuHG0b9++RKImstm8eTPVq1fn1KlT9O7du8gOXLFYzJEjRzA2Nmb16tXcv38fPz8/hTqVfH19Szyt4G9t2ML3GoRSqZThw4cTHJzFzp1mmJv/PLx0/PhIoqJkTJqUu1H78eNHfH196dmzp0K22e3s7HBwcGDSpEl07969xJPGAZYvX07Dhg25e/cuX7584eHDh/j5+REXF4dQKKRBRgaenp4cPXGC5s2bl/h4Zs6cSXR0NFOnTi3W9QsEArp27crHjx8ZMGAADx48yOFRvHv3Lv379ycmJob69evj4uKCkZHRD/3ExcVx6NAhNm7cSNWqVWnYsCFVqlT5QalPKpUSERHBw4cPefr0KUZGRly/fv0v+c7+DVSoUIGVK1cyZswYTExMcHV1LVA7iURCQEAAwcHBRERE8OXLFzIzM8nKykJfX58XL14gk8mKtdi0tLTk1q1bJCUl/TCReXt7Y2NjU6zwnjFjxrBn5056BwXho6GBbhEmnEtiMVuzsujSpQuRkZHcvXuX5cuXU7WqYmqFCoVC9uzZjb5+Wdatm0JSzDmMbZeioZf3QlImk5H8+R7RgVNI+xpI8+bNKV++PP7+/sydO5fffvuNdevWMXDgwEJPsjVq1GDJkiVMnToVXV3dAqs8w/fSTtliOenp6ezcuZOsrCyF1RQvJW+y59moqCxMTf/7ochRUVny3FELCwsyMzMJCAigTp06PxybmprK8+fPuXjxIgDLMzOxEIuxEghwEInINtWz1YZLCj09PfkOqJmZmfzvnz59Ys+ePdy4cQM/Pz95KQ74/vxWrVqVevXq0adPH5o2bYpAIOD169ecOXMGmUzGoUOHGDt2rEJ25iQSCUePHqVChQosWbKEmzdv8vz58xLbgXnx4gVZWVml8/EfkEgk/Pbbb/Tp04d58+bl+ExdXZ1u3bpx8OBBuaCesbExRkZGKCsr8+3bN549e8aXL1+oU6eOQu6JbEQiERUqVMDb2zvf41avXo2fnx/jxo0rVtSRi4sLERERTJkyhXfv3vHx40d0dHTo1KkTjo6OeTqHUlJSePz4MadPn+bChQts376drl27smbNGmxsbBRWMqh9+/YsWrSIAwcO5CluqAgsLS3ZunUrfft+17do3759oeddsVjMgQMHCA8P58aNG2hpaTFmzBjGjRvHly9fiiUQl01qaiq+vr5Mnjy50GmCheFvm2P7Zy5fvsyQIQNJSYln9Wpj+vcvi5JS7j/c5cvfaNMmJN+Y80OHDvH+/XvmzJmjsAVPbGwsS5cu5dChQwqR7M+Pjx8/Ym1tzZEjR/Dw8Mj1GJlMRuXKlXFzc2P79u0lOp6oqCisrKxo3bq1wgRa3r17x+bNm7l48aK8fNKhQ4fo378/5cuXx8PD46e7QlKpFF9fX+7evUtkZCRCoRBjY2MMDAwQCASkpKTIlfdMTU0ZOXIk48aNk3v4SlEMMpmMSZMmsW7dOtzd3fMNf8rKyuL27ds8ePCAb9++YWhoiLm5OUZGRigpKZGenk5kZCTh4eGkpKRgaWlJy5YtizQZZT+zo0ePlpebAYiOjmbVqlWsXr262Lv2QUFBONWpQ5WMDC6rq2NQwPdNukzG3IwM1mRlUUZLCxMTE0JCQmjRogUXLlxQ6IIkm1u3bjF48DBCQ9+jVdYBDcNWaOjWQVndFGQyMlPDSP36lKSY86R9e4OJiTm9euVUi0xOTub8+fP4+PjQvn17jhw5UiBxmuTkZE6ePMnDhw/x8fHh7du3pKWl4erqSrt27QrlLIuMjOTIkSN8+/aNq1evUr9+/SJ9H6UUnLS0NLS0NNm82ZThw0suMqig1K8fTFZWZfr160d6ejozZszg4MGD9O79/zWWX758yZYtW9i/fz+pqakoKSmhp6eHuooKMomET1++kJGVhQiQAL169aJu3bolFtL+5s0btm7dSmhoKFZWVkRHRzNjxgyOHj0KfC+JZWFhgampKWpqakilUuLj4wkPD+fDhw/ExMRgY2PD0KFDWb58OWpqanTu3JktW7ZQp04devbsWaz1jkQi4fDhw7x8+ZJ79+5Rr149duzYwciRI5kzZ06xUyNyY9OmTZiamnL37l2F9/2/yu3bt3Fzc+Px48c51rjp6eksWLCAlStXYmRkhKurKw4ODj/s6EulUqZNm8Yvv/xSqAoSBeHWrVtcv36dlJSUXJ+ThIQETE1NqV+/Ph07diz2+dLT01m6dClfv36lXr16dOzYMdcIhtxITk7mxIkT+Pv7M2fOHBYvXsyAAQOoVatWsceVzb59+8jIyCAwMFBhfWbz9etXfH19efbsGfHx8Tx9+pSrV69SqVIlevfuXWBHXExMDEePHiUqKoqTJ0/KyyklJSVRtWpVtLW1GT58eLHfe4cOHeLNmzcEBQUpVLz2z/ztd2yzad26NQEBr5k4cQJDhuxn/vw4hg/XZfBg/R+8w8uXx1GhghV169bNta+srCyePXuGu7u7Qr345cqVo3LlyuzZs6fEDdvsEiSVK1fO8xiBQEClSpWIi4sr0bEA7Ny5E6FQiLOzs8L6rFSpEpaWlmzevJk2bdpw/vx5+vXrR926denRo0eBfjuhUIiTkxNOTk5ERETw4MEDHj9+jEAgwNbWFn19fXnIc6NGjXKtu1ZK8REIBKxZswZdXV0WLVrE69ev6dKlyw8q4mFhYRw+fJi4uDjq1auHq6trnjmbUqmUV69ecffuXTw9PalTpw5dunQpUJ5ONtnG0h/V/7J3JCpVqsTw4cOLcLU5qVq1Krfu3aNZ48ZUTU1lp6oqHZWU8p0k7ojFtM/KIkksxtnZGVNTU54+fYpYLObr168kJCSUSFqBm5sbwcFv+P333xkzZiwRb1eALKcyoqaWLlUqlsfZeRQ2NjY/XIempia9evWiZs2a8tqIly9fztN7Hh8fz6JFi9i9ezfJycmYmZlhampK48aNCQ8Px9vbm8DAQNq2bUutWrXyfUYTEhK4f/8+d+/epUqVKly8eLE0N+8vQl1dnerVq+LnF/vfHgpisQx//1RatfrucPljmCZ8FxybPHkynp6e6Orq0rBhQ+zs7DAxMclxf0mlUj59+sSbN2+4d+8ehw8f5tmzZ/To0aNEQguzx6ehoZFjl6d169Y4OTnl+26LiYnh0qVLBL56w7Rp0+R/zxZWe/LkCRkZGXh4eBRJBTklJYWjR4/y+vVrjh07Jk/R6NWrFzNmzODixYsKT8MKDAwkODiYZcuWKbTf/3WyQ+b/GLWTlJRE27Zt8fb2pnXr1ri5ueXrPBaLxcUOt80NbW1t0tLSyMjIyPWdv2/fPsRiscI2QNTU1GjUqBEXL16kXbt2BTZq4ftcNWDAAM6dO8fixYvl60JFUr16dQ4ePEhCQgK6urr4+fnh4+PDlStXeP78OV+/fkVVVRUnJydmzZpVoDW0j48P69at58SJE4jFWSgpa6CibohMKgYEBAcHs+jXJVQob0mXLl3yXEPFxMTI18TW1tZyZ1U2Wlpa7Nq1i9atW8udKUXF19eXJ0+esGfPnhI1auF/yLCF72E6e/fuY/z4CWzduoVlyw4yb14M5ctr4OCgQs2aaqSmSrl7N4l+/TrluXCMiopCLBbnaxQWlUqVKuHl5YVMJitRoZLssID379/nGloF33fJQkJCSqw8wR85cuQItWrVKtRL5WcIBAKcnJw4ffo0ISEhDBw4kOrVqxfYqP0z5ubmeHh4UKFCBQ4fPsyaNWvo3r27wsZbSv4IBALmz59Pq1at6N+/P2vWrMHa2hoHBwcsLCyIj4/n0KFDmJiYMGXKlJ++/LLr2lWvXh0/Pz9Onz7NunXrGDVqVIE9ldmCN9kLAJlMxunTpwkPD+fhw4fFyr3/I46Ojrx+947uXbvS2dubqkIhw5WVcRaJqC4Uogp8lsl4KpVyOCuLozIZderU4cCBA/Icc5lMxrVr1+jbty9t2rThwYMHJRLOk60eHBkZQZ/evalYsSLJyckIBAK0tLQKnLphZ2fH0KFD2b59O+PGjWPHjh0/HHPhwgWGDh1KUlISLi4uNGjQ4Iddn7i4OE6dOsXBgwc5c+YMtra2WFhYYGhoiJKSEmlpaURGRhIWFsabN2/Q0NBg1qxZzJ49+y9JCSnl/3F0rM/9+8dKfP77Gc+epZGeLpVHEkj+UypLWVkZHx8fOnfuzJcvX+jatSsNGjTI0wDIjvAxNjamUaNGBAQEcPLkSZYtW0bPnj2xt7dX6LijoqIwMDBgxYoVrFq1CgcHBzp37pyvQfu9Jvdpnj71Q1lVn7LWo9DUd0VdtxbKqt9TdDLTIvj8YQcBgZtZunQpHh4e2NraFug3kslkvHz5klOnTgFw9uxZ2rZtK/9cU1OTDRs20LdvX+zt7RXmSEpNTeXEiRO0bt36pzXD/21kOzXfv39P7dq1ycrKol27dvj6+jJ69GjKly+fb3tFPptisZiAgADevXtHeHi4PBWuWrVq1KlTh7p16+Lh4SGv/Xzw4EHs7OwUalTXq1ePixcv4u/vX+jqCwKBgA4dOvDy5UtEIpHC59Tsd9CcOXO4du0awcHBckFaLS0tDAwMiIuL4+LFi1y8eJE6deqwZcuWXLU9UlJSmDFjBps2bUJDuyJGVX5F29gdVU0bBILv7zBJVhKpiU9JCD9EyIdjrFi5mrJ6OlSoUAFtbW1kMhkJCQlERkYSFxeHoaEhs2fPZtq0abmu393d3Zk+fTrLly9HKBTSuHHjQt8/vr6+HDlyhP79+9O/f/8ifIuF438mFDk3EhMTuXTpEn5+fvj6PubVq1d8/ZqEVCpj+fLleXr2vby8OHXqFMuXL0dZWbG5QK9fv2b79u28f/+eChUqKLTvP9OgQQM0NDS4ceNGrjdadrmRW7du0bRp0xIbR0pKClpaWnTv3l3hCsIRERGsWrWKpk2b4ufnx7Rp04olGJTN3r17CQsL4927dyUSPlVK/ojFYi5evMjmzZu5ffs2YrEYgUBAjRo16NevX5F2zj9//szmzZtRUlJiwoQJBdq5ffnyJbt27WLBggWUKVOGU6dO8ejRI3bu3MmQIUOKcmn5IpPJuHz5MtOnTiXw1Stye/mKBAIMy5UjKCgoVyPSx8eHevXqcfjwYXr27KnwMb5+/ZpatWrh4uJSYPGm/PDy8uLEiRNcu3aNFi1ayP++du1aJk2aRPXq1enWrdtPd8BiY2Px9vbm/fv3REZG5qh1W7ZsWRwdHencuTO9evUqkZ2IUn7OtWvXaNWqFQ8eVMLFpfjv6aIybFg4J09mMWfOfEQiETExMSxbtox169Yxe/ZsjIyM6NOnT5HyxlJTUzl+/Dj+/v707t1boaJG27dvJyMjg5CQEDp16vTT/PK3b9+yb/8hMjLBxHYZeha9EIryduZkpoYT/mwYSXG3MTIyolGjRlSrVo2yZcvmWEPIZDLi4+N59eoVDx8+JDo6mrZt27Jjx45cd39kMhkdO3bk5s2bjBo1Kkd+cFHIysrC09OT6OhoXr16Vez+/mlkZWVhZWVFmzZt8PT05LfffmPevHmMHj26QEKZMpmMmTNn0qxZsxzv5MIgFou5ffs29+7dIykpiXLlyskdjkKhkJSUFKKioggLCyMjI4M2bdqwePFi6tWrR7t27WjYsGGRzpsXK1aswNLSMs/UvJ+xdetWlJSUFC4yKBaLmTJlCgKBgFq1atGgQQPKly//g+2RmJiIv78/9+7dIz4+nrFjx7JkyRL5OiYuLo5mzVry+vUbylX7tUAij1lpUUT4j+ZrzGVMTU1RVVVFKBRiYmKCo6OjPM3nZ8a8TCZj+vTprFy5kho1atC1a9cCObhTU1M5e/YsPj4+9O/fH09Pz78kKvJ/asf2z+jq6tKrV68cYb99+vTh4cOH+X55KSkpaGhoKNyoBeS5mZ8/fy5xw3batGl07tyZuXPnsmjRohy7mEFBQfTv3x9HR0eF51D8maCgIGQyWYlMPiYmJohEIm7fvk2PHj0UYtQCdO7cmUWLFsnrmJby16KkpESHDh3o0KED0dHR2NnZYWhoSP/+/YucO2pgYMDo0aNZs2YNp0+fLlBYXHh4OJqamiQkJLBlyxbi4+PZs2dPkWooFwSBQECbNm1o06YNKSkprFixguXLlyORSNDS0kJDQ4OYmBjGjRuX58Th5ORE06ZN2bFjR4kYtlOmTEFPT4/WrVsrpD9nZ2f8/f0ZM2YMQUFBCAQCtm/fzqRJk2jWrBm//PJLgTzA5cqVk+dkicViAgMDOXz4MHXq1OHOnTslKkZRSsFo3rw5lSqVZ8uW+P+aYZuYKObgwUSaNGkpf5dEREQA33dNTE1NGTJkSJF38zU0NOjXrx/Hjx/n8OHDaGtrKyT6KykpiTdv3iCVSmnfvv1PjdpXr16xa9duNPQbUsV1N8pqPw/vU9GwoILzJZLjbvLp3WpOnjwJfN91zdYwEIvFfPr0ieTkZEQiER06dGD06NFyUarcEAgE7N+/nyZNmrB161YGDx78013DvEhNTWXfvn2EhoZy9erVUqM2F5SVlZk2bRoTJ07EyMiIVatW4ebmVuDqDwKBAAsLC8LDw4t0/qioKA4ePCgX8GzYsGGeEVYZGRk8ffqU27dvU7duXcRicYn8pubm5kRFRRW5vUgkKpEok+w+27Rpk68TIVsosWHDhty7d49t27Zx+/Ztrl+/jpaWFs2ateTt+2gqNryPuk7B9ESU1U2xrnea2LfLiXq9gNWrVzNp0qQiXcOKFSto0KABw4cPZ8mSJdSpUwcnJycsLCxy2FsSiYSoqCiePHmCr68vIpGIXbt2FUlIsqj8Txu2uREUFJSrQu5fzV/xA3bq1Inly5czffp0jhw5Ik8W9/Ly4uzZs1SuXJmzZ8+W+FiSk5MBFBa2+UeyQ0MUXfdKW1sbe3t7Nm/ezKRJk0rrW/4XmT59OhkZGfTq1avYgkgGBgZ07tyZgwcPUrt27XwFpaRSqbzUz/r16+We0aLWxS0sZcqU4e7du5iZmeHl5YWxsTGvX7/G1tb2p97shg0bsmvXLoWP6cOHD1y+fJkePXoozFAUCAS0bNmSTZs2cfv2bUxMTBg3bhyurq4FNmr/jJKSEvb29mhqarJ582aWLVv2gzpoKX89mZmZVK1anePHL7JsmTEWFn+9s2HnzngyM2U5BMPevn2LhoYGampqDB48uNgh6kKhkO7du/PlyxcOHz7MjBkzij3/3b9/H/heW/pnEVZRUVHs3r0HTcNWWDkdQSgs+PcsEAjQMmqOllFz0pPeEeLdHon0k1whV1VVlYoVK+Lg4FCoMkE6OjrcunWLNm3asHHjRtzc3HB3dy/UDs2rV6/+kzco5sqVK4VSRP+3MX78eMLDw1m6dCmampq0atWqUO0rVKjA3bt3ycjIKNTzEBISwvbt2ylbtiwTJ078aVUCVVVVGjRogIODA0ePHuXp06eF0sEoKBoaGqSnpxerfUH0aBISEvD19eXr16+oqalRq1YtzM3N8zz+27dvAAXOKxUKhTRp0oTKlSuzfft2mjdvjqurK69eB1GpEEZtNgKBAOMqM5BmfWPatOk0a9asyCkUnTp1olGjRmzZsoWtW7fi7e2NkpKSXHE7MzOTT58+IZFIEAqFSKVSKlWqhLe3N7a2ttSrV+8vWWv/4+ofZGRk/HQnVktLi5SUFDIzMxV+/sTERIC/zLieNm0ajx49wsXFha1btzJ37lyCg4NZv349jx8//ku8ndkTV3YekyKRyWSIxWJMTEwUviPj4ODAhw8feP/+vUL7LaXghIaGcvDgQdzd3RVSdgu+/642NjZcu3Yt3+PevXvH58+fqVSpEidOnODTp0+4u7vj4eFBUlKSQsaSHy9fvuTu3bssW7ZMbkxn3+PZk2FeJCUllcgO5f79+1FXV88zb7+oVKxYERMTE3bv3s2AAQMoW7ZskUoS5NZvs2bN+PXXXwkICFDQaEspCo8fP8be3p5Lly6hpKTE4MER/NWZTiEhGcyfH0uDBg3k75PU1FSePXtGamoqPXr0UJgDVigU4uHhQVpaGr///nux+kpKSuL27dsoKSnRvXv3fJ8LiUTCwUNHUNaogFXdg4Uyav+MmpYNNo3uIJWpI5ZIOXLkCPv27WPevHm0bdu20LVp9fT0uHfvHgsXLuTu3bssXbqU69ev5/s+lUgk+Pv7s3nzZnbs2EHdunUJDAws8Uiz/3UEAgELFy5EXV0dFxeXQkcg1qtXj4yMDHx9fQvcJiYmhh07dmBubs6ECRMKVWpPRUVF7rAtibWiVCotlhhs9o5vXmOTSCScOHGCX3/9lTt37pCYmMizZ89YtWoV27Ztk2/w/JnsXfH8jN/cyK7S8e7dO7Zt2065qotQ16lRuIv6A8a2C1DTqsqgQUOL9V7W19dn7ty5hIWFsXfvXkxNTYmKiiImJgapVEqNGjVo3749gwYNokePHhgZGXHu3DkaNGiAo6Njoe63ovKP27FVV1cnIyMj32PMzc2RyWRERUXJE9oVRXh4OHp6ej+ovZYk9erVyzXR/K8i+zuMi4tTuNrZ169fycrKKvRLoSBk/0Z+fn5UqlRJ4f2X8nN27NiBmppasWrF/hmBQEDjxo3x9PQkICAAsVgsLw0E33dKTU1NuXLlCjVr1uTp06fyheSWLVuwtrbm0KFDjBgxQmFjyo2rV69SpkyZHCUPypcvT4UKFThy5Ii8xNWfycrK4tixY/zyyy8KH5O3tzfly5dXuNEsEAiwsbHh1q1bREdHM2rUKIWdo1WrVvIFxt69exXSZymFY+vWrYwZMwZzc3OmTZtGfHw8O3bsYM+eeAYNKn79w4IglcoYODCcMmW0aNeuvfzvXl5eiMViatasmaOklyLQ19enefPmXL16FXd39yKlyshkMo4fP45UKsXZ2fmnueb3798nOioKm0Z3EYqKL9aorFYOY7t1nD3Th4sXLxb7vaKsrMycOXPo1KkTq1at4siRI1y6dAljY2PMzMzQ1dVFIBCQlpZGeHg4kZGRco0F+L67fvjwYQYNGlRow/rfxuPHj0lLS6N27dqFblu2bFlq1qzJtWvXqF279k+VsrNLPWlrazN06NAiRT1k65nExcXlqdRbVD59+lQsvRQrKyuysrL48OFDruvBY8eOyeeZIUOGoKWlhVgs5ty5c4wYMYLt27czduzYH+a1d+/eoaOjUyTH/XfhOhOiPokxrDi6yNcGIBSqUK7aUp56t8Pb27tYFUxkMhlLly5l4cKFmJiYMHToUKpVq5arY6FBgwZIpVKCgoK4fPky9evXZ/bs2cyfP7/Easv/43ZsbW1tiY3Nv9xA9u5fUFCQws//9u1b6tev/68KbTU1NcXQ0LDI+Rr5kZ0bVRIK1pqammhra/P27VuF911KwThz5gz29vYKV6+1tbVFXV0dT09P9u7di6+vL1FRUURFReHr68uBAweIi4tDWVmZ48ePy720FhYWNG3alMuXLyt0PLmRnp5OmTJlcnjahUIho0aN4ujRo9y6dSvXdr/99htRUVGMHDlS4WPy8/MrsSgPc3NzoqOjMTU1VaiBoaSkRIMGDThy5AhfvnxRWL+lFIzNmzczatQoXF1dGT9+PMbGxtja2uLk5MSECdEEBqb9JeNYtuwT9+4l06NHb/n7JDY2lmvXriGTyYpVqiIzMxNfX1+uXr3KjRs3+PDhg3zXI1sw0cfHp0h937p1i5cvXyKRSH6q6CqVSrl79wG6Zt3Q0FOcaJWeWVe09J1Yt26DwvqsXr06e/bsITg4mObNmxMdHc3z58/x8vLC29ubt2/fUrZsWdq0acPUqVOZM2cOAwcOxNDQkLlz52Jubs7ixYvlyvWl/Iifnx+qqqpFjhDs1KkTGRkZnDp16qe7eF5eXoSHh9OrV68iRz3o6Oigra2t8LWiTCYjIiKiWBsgVlZWGBoa4uXl9cNnUVFR+Pj4sGnTJiZOnCgXJ1RSUqJLly5cu3aNiIgIeWpTNhkZGTx58gQnJ6ci2QQZGRlERERiUH6EXPW4OGgZNUNDu0Kx0phkMhkjR45k3rx5NGvWjAkTJlC9evV8jVShUIitrS0TJkygRYsW/PrrrwwbNqzEInr+cTu2jo6OHDp0iMzMzDx3BJSUlHBwcMDb25sWLVoUOa9PLBaTmZkpzwONiooiJCSEFStWFOcS/ucQCAS4ublx9+5d2rRpo1Cj/vnz5wiFwgKXbyksKioqxcrLKKXopKSk8PbtW7p165br51KplNTUVAQCARoaGoW6r4RCIVZWViQlJTFixIgfVHKTkpJ49+4d3t7eeHh4UL9+ffbu3UuVKlXQ09Pj69evxbq2glC+fHk+ffrE+/fvc4h+jB07lmvXrtGmTRvGjRvHoEGDMDY25sWLF2zYsIFTp07x22+/KbSIPHyfsD5//lxiz5q2tjYCgQBHR0eFO/6cnJy4cOEC165dKxFBE2UbogAAX21JREFUrVJy586dO4wZM4YmTZrQoUOHHL9rp06diIoKp1mzD9y/XxEbm5IrvbR162dmz46mVatWcqdJZmYmR44cQUNDA3V1daysrArdr1Qq5erVqzx48IDU1FT09fVJT0/n999/x9zcnA4dOmBjY4OdnR3Pnz8vlPEslUq5fv06ly9fxsnJidDQ0J/m979584aEhM/Y1FB8NIme1TBu3hxCcHCwwiKYfH196d69O5GRkbRr1w4XF5d8jSJ9fX3s7e3p2LEjt27dYv78+Zw+fZrjx4+XRlXlwocPHzAyMiryzpeuri5du3bl4MGD6Ojo0K5du1zfzVKplHv37lGnTp1iRzna2Njg7+9PmzZtfjruuLg4Hjx4gL+/P6mpqejo6ODg4ICLi0uOOT04OJjk5ORiOUyFQiGurq6cO3eOyMjIHA7eR48eYWRkxMCBA3NtW7t2bdzd3Xn8+HGO3P7bt2+TmZlZ5N3RiIgIJJIstMsVLn86LwQCIRr6Lbl//26R+1i+fDnbt2+Xr5sKg0gkwt3dnbJly7Jr1y6sra2ZM2dOkceSF/+4HdvWrVsjkUh49uxZvse5urry9etXHj58WOC+JRIJL1684MCBAyxZsoSpU6cya9Yspk+fzpw5c9i2bRtaWlqF/rH/CYwcOZKYmBjevXunsD6Tk5N5/vw5Uqm0RPKh4btHTJG1d0spOEFBQUil0h92CFNSUrhy5QqLFi1izpw5zJ49m+XLl3P37t1Cee/NzMxITU3NtfSLlpYWderUYfTo0YwbN46QkBDs7e05ceIEPj4+RVb0LAydO3dGT0+PNWvW5Pi7iooK58+fZ/z48WzevJlq1aqhp6dH48aNefHiBXv27GHWrFkKH0+297Skok0SEhKQyWQKT/8A5PUA/fz8FN53KbmTnJzMgAEDqFSpUq750urq6gwfPgqBQAcXl2CePUtV+BhkMhnLlsUyalQEjRo1wt3dHfhu1O7Zs4fY2Fj09fWxtrYu9H0tlUo5dOgQ169fZ8SIEbx//564uDi+fv3KlStXsLKyYvv27bx69Qpra+t88/P+zJcvX9i2bRuXL19m0aJFKCkpFSg0Mzg4GBX1cmjoKT71SMe0IwgE3L1b9EXvH7l//z5NmjRBKpUyZcoUmjVrVuCdvjJlytCuXTsmTJhAVFQULi4uvHr1SiHj+ichFouLLbjo6OgodyTs3bs311zR4OBgPn/+XOgasbnh4uJCXFwcb968yfe4169fs2rVKgICAhg0aBArV66kY8eO3Lt3j1WrVuVQQH7w4AFGRkbFdn64uLhQpkwZDh48iFgslv/98+fP1K9fP988ZhcXlxwRQ5GRkVy7do3mzZsX2VkcERGBUKSCmla1IrXPDXXdWgQHB5GaWvj38cuXL+U7tcWxc5ycnGjZsiULFy7k+fPnRe4nL/5xhm3FihX/U0fvQY46h3/GzMwMZ2dnLly48NPwNZlMhre3N7/++iu7d+8mNjaWypUr0717dwYMGEDfvn1xdXXF3Nyc9PR0ypcvz6BBg/5VYXGNGjXC3t6e8+fP53ghFIfz58+jrq6OkpISMTExCunzj3z9+pWkpCSqVVPcS6OUgpObmnZiYiIbNmzg3r179OjRg9OnT3Ps2DEaNWrEhQsX2LZt209z6LNRU1MrkEOkQoUKTJkyherVq9OjRw/CwsIUXssuN9TV1ZkzZw5btmzh119/JS3t/0M2BQIB5ubmpKWl0a1bN44dO8aDBw8ICgoqsVJEQqEQbW3tEhPOyl6IlFSos4mJCS9fviyRvkv5kWXLlhEdHY2Hh0eeOy9aWlqMGTMedXUj6tV7x+LFMWRlKSb8LCwsk5YtQ5g5M5oWLVrQqVMnBAIBMTExbN68mdDQUE6ePMnHjx8LJXKTjZ+fH35+fhw5coRVq1bJnV1CoZBWrVpx+/ZtWrVqxcGDBylXrhxisZjXr1/n22dERATHjh1j+fLlpKWlcePGDebOncu7d+8KpMYeFhaBuo7iIx4AREqaaOpUUYhzKDAwkDZt2mBmZsaoUaOKHCpraWkpz1t0c3MrVjmXfyJaWlo55o2i0qRJEwYMGMC7d+9YunQpN27cyGHgvn//njJlyijE4Vu+fHmsrKw4c+ZMno7qhIQE9u7di5ubG2FhYaxevZpx48axY8cOQkJCsLS0ZOfOnWRlZfHmzRv8/f3zLUdVUJSUlDA0NCQ2NpbDhw/LHVUqKio/VUz+/Pmz3PCNj4/H09MTY2NjWrZsWeTxpKWloaSii0CouOBaJVUjZDJZkaLSxo0bh4GBgUJKAbZs2ZJy5coxenTxcodz4x8Xigwwa9YsGjVqxIMHD2jUqFGex7Vv356goCB27tzJmDFjchV++Pr1K4cOHeLt27fymrD5xfGnpKTg4+PD8ePH+f3339m9e3eJiLz83RAIBOzevRsnJyeuXr1K69ati5UYHhAQgI+PD7t27WLjxo18/PhR4QW9w8LCABRaRqiUgpM9CWRPHjKZjP3796OkpMSLFy9yhOd2795dnjpw+vTpAoWbSiQSZDIZ8fHx6Onp5Tvpqaio0KdPH6RSKS9fvlSYQvPPmDhxIl+/fmXevHmsW7cOd3d3RCIR165dIzY2ltGjR7Nhw4YSE1n4M7Vr15bntSuaT58+AZRYvVk1NbU8lSlLUSwZGRls27aN+vXrY2BgkO+xmpqajBs3katXrzJ//g1OnfrGxo2muLiUKdJCNDVVyp49X5gxIwYVlTIMHz6catWqkZyczIMHD7h58ybW1tbcu3cPKysrJBKJvL58YfDy8qJly5Z0794918+VlZXZvHkzFSpUkM8lnp6eGBoaYmpqmqMERmxsLJGRkcTHx2NiYsLs2bNz5Orllzr1R+I+f0HVoF2hr6WgiDSq8fZdcLH6yMrKom/fvmhpaTFo0KBi6ydoamoybNgwVq9ezbBhw7hw4cK/SsMkP2rWrMnatWtJT08vttp3rVq1qFixIhcuXODy5ctcunQJa2trzM3NefPmDebm5gr53gUCAR4eHqxatYoLFy7QuXPnH455+PAhysrKHD169AdRq3LlynHixAmqVq3K48ePuXnzJjY2NgoRUM1+Vrt06cLp06dJT0+nZ8+eVK9enUOHDvHmzRuqVKmSa7tDhw5ha2vL+/fv5euYYcOGFarc1Z8RCoXIpIrZKMpGJv3uTCjsuAIDA7lz5w79+vUr1jVlo6SkRMuWLdmzZw8vXrygZs2axe4zm3/cji18r/E4atQoLl68SGRkZJ7HqampMXz4cJKTk9m4cSPR0dE5Po+Pj2fDhg3ExsYyfPhw+vTp89Pk9DJlytC0aVOmTZtGuXLl6NChw79GqVNFRYXatWtz69YtJk2axNy5czlz5gyfP38uVD/v37/nwIEDtG/fnoEDB9K+fXsCAgIUngv75MkTqlWrVqTcq1KKT7b3N9vg+fjxo7xGXm6F5hs0aMDChQvx8/Mr0K7ip0+fSE9PZ9GiRcydO5fTp0/nKywnFArp2bMnZcuWZeDAgflGfCiK7JIN7969Y+DAgYSFhRESEkLXrl0JCAhg06ZNf5lRC8hz/UqiHEP2e6CkvlexWFzokhelFI1Tp07x5cuXAocmKikp0bZtWyZMmEhcnDYNGwZTs+Y7tm//zLdvP7/XZDIZb96kM3lyJKamrxg7NpKqVWvRq1c/EhMT2b9/PwsWLODWrVtMnDgRf39/HB0dixxen5iYSGhoKIMHD873OCsrK5o1ayYPq5w3bx59+vRBW1ubwMBAnjx5QlBQEIaGhgwZMoTz588TFhbGvHnzcqRIKCsrFyjNQiKWIBQpvl58NkKhKhkZxUv7WblyJf7+/vTs2VNhpZW0tbXp2rUrFy9e5NChQwrp85+Ao+N3AbGQkBCF9KelpUWvXr1o06YNMpmM2rVrExUVRXx8PPr6ilM3NzExkYcVX7ly5QcRoYCAADw8PPJ0SFWpUgUXFxd+//130tPT840aKQxPnz4lNTWVpUuXcuHCBT59+iSPrtDR0aFfv34kJCTkaCMWixk+fDjx8fGkpKSwceNGtLW1GTdu3E8Vzn+Gvr4+WRnxiDMVF/2ZkfyWMpraCIVCbt68yapVq5g9ezZz585l+/bt+Pr65hoVt2/fPrS1tRVqgNrZ2aGrq8uePXsU1if8Q3ds4XuC88OHD9m2bRsjRozIM/ytXLlyjBs3Dk9PT1atWkWrVq1o2LAhAoGArVu3AjBhwoRCx8jr6OgwaNAgTpw4weDBgzEyMsqzfMc/gZMnT9K7d28MDAyYMWMG1tbWBAUFsXv3bnx8fBg0aNBPE/ulUileXl5cuHABFxcXjhw5gkAgYNiwYfz22288fvxYYQXbv3z5QkBAABs3biz1/v6XMDExwdjYmLCwMOzt7fH398fY2FieJ5cbAwcOZNq0aQQEBMjVSPMiPDycunXrUrNmTYKDg/Hx8eHevXs4OTnRsWPHXMsbqKqq0r17dzZv3sy5c+fo1KlTsa+zIFSqVIlVq1b9JefKj169erFy5UoCAwMVOoFFRkbKUzM+ffqk8LJg8L3GYm4OkVIUz40bN7CwsKBcuXKFamdpacnkydN4+/YtXl73GTXqFaNGRVC5sjp166pRq5Y6enoilJUFpKfLCAvLxNc3DR+fFL58kSASQbbPxdfXD19fP7ni5tKlSxk4cGCOBXh2FFZhd/KzwzsLEsJsaWlJYGAg8D0KrCgRQNlCcj9DSVkJiTil0P0XFKkkFQ31ohujaWlprFy5EhcXF4WXPKxRowY1a9Zk0aJF9O7du3Te5rvytK2tLY8ePcLW1lYhfcpkMp4/f84vv/zCyZMnAbC3t1e4g7Vhw4bEx8dz5coVIiMj6datm9yQzcjI+OkcYWZmxqNHjzA0NCy2AZl9zps3b9K6dWsqVqxIxYoVefXqFePHj+fo0aOoqKjw/PlzKlWqxJAhQ7C3tyc8PJwdO3bIVdKzHVw9evRQSNRX9vsnNcFXYQJSqQk+qKl9V9KWSqWoqamhqamJTCYjISEBqVSKjo4OAwcOZPTo0fK85YcPH1KhQgWF7NZmIxKJqFixIt7e3grrE/7Bhq2mpiYLFy6kS5curF27lvbt2+Pq6prrw2lkZMTUqVO5fPkyV65c4caN/2vvzgNqzv7Hjz/vbZFSIUQqNXZCiCEx9j1ixr6MjJ3Mns/MMAYzxjKZxU62pMi+RCKlRZEsaSFbKWWrSPty7+8P3+5vmva6Wc/jz+77vt/nduve9+uc13m9zlKzZk1evHjB999/X+GN31KplFGjRpGSkoKtrS2RkZGV6rP1tgoPD2fChAmMHDmSXbt2FUipWrx4McOHD2f79u388MMPRc7A5fe48vLy4u7du8yePZs1a9YoZnsbNmzI559/jqurK23btq101Va5XM6+ffvQ19dn0qRJlTqXUDk9e/bEx8eHoUOHkpGRQcOGDUsshlG7dm20tLRK3VeUkJDA06dPGTp0KK1bt6Z169YMGTKEixcvcvz4cW7duoWtrW2RhYyaNm3KRx99xPr1619bYPu2MDc3p0uXLpw7dw4zMzOl3cx4eXlRr149njx5QmxsrNID29zcXB4/fszz58+Vel6haMHBwRVurSGVSmnRogUtWrQgOTmZW7du8eDBA3x9H7Bv3yOys/9/6p2qKjRq9BGJiSnMmjWLefPmcffuXdLS0lBTU8PAwABzc/Nie3BqamrSpEmTEjO3ipJfUDAmJqbUCbSYmBhkMhmqqqoVDi46derE4cOHSz2uvn5dHiaFVegaZZGTFkbLlhVPdd63bx/Pnz9X2gT0f/Xo0YN169bh7e1dqfZN7wuJRMK8efOYN28eCQkJSvlcjYyMVARs+WrXrl1opVIZ2rVrh7e3N7GxsaxcuZIuXbooejlfvny52OfJZDKCg4Pp2bMn3t7eeHl5VWovK4C7uzspKSn8+eefip/VrVsXFxcXli9fzpYtWzh69Cg3b97EwcGBvLw8JBIJampqWFhYMHPmTAYMGICRkRGPHj2qVOuhf19fr049kmP3KCWwzc16yotHp9DR1mTkyJE0bdqUunXrKr7ns7OziY+P58aNG2zbto3169fz888/Y29vX+6q72VlaGjIiRMnmDRpEuPHj2fAgAGVvu94bwPby5cvM27cOExNTalbty6HDh3i0qVLWFlZ0aFDh0L7WdTU1Bg8eDC1atXi9OnTPHnyhFGjRlWoQXhsbCxBQUEkJyejrq5OixYtuH//Pvb29jg6OirrJb411q1bh56eXqGgFl6lthw4cAADAwM2bNhAx44dqV27NhKJhJcvXxIbG8v9+/dJTEykXbt2nDt3jl69ehW6hoODA6dOncLV1bXM+xZyc3OJiIggMTERNTU1WrZsiZ6eHr6+vkRFRXHy5MkiK+YKr8+sWbPYu3cvt2/fpkaNGly5cqXE/Wbx8fGkpqYWuR/+3/z9/dHR0aF169aKn6mqqtKtWzdatWqFk5MTGzZsYNasWXz00UeFnt+lSxdcXFyUdrPwLlm5ciWffPIJvr6+9OzZs9LnCwsL48qVK+zYsYO//vqLGzdu0Llz58oP9F/Cw8ORyWSvpU3Th04ulxMZGYmNjU2lz1WrVi26dOlSoMJmXl4eeXl5vHjxgt9++42+ffuRkXEcdXV1xSRVeXTq1Klc3Q/gVRsUU1NTHB0dGTt2bLHH3b9/X7Gnt2XLlhWusG9pacmGDRtITEwsMeXTyMiQO/dCkMtlSCTKXUHLzU4mPeVepWpOuLi40Lx581L3XVdU48aN0dfXx8XFRQS2/2fq1Kn8888/uLq68uWXX1aqSnJGRgb79++nT58+DBjw/wOpDh06sHv3bmUMt4C4uDjU1NS4ceMGf/zxBzt27MDLy4saNWpw//59wsLCMDMzK/S8o0ePcv/+fZycnPj4449ZsWIFderUoUOHDhUah5+fH76+vvz99980a9as0OMmJiYsX76c5cuXk52dTWxsLCkpKejp6WFkZFQge8DExIT79+8r0sQrQyKR0N3KkqPHDlE/bQnVtCpXvOvpvY1IJWBvb1/kPZS6ujomJiaYmJgwcOBAPD09Wbx4MSdOnCAtLa1K7pd1dXXJy8sjJCQEZ2dnzM3NOXHiRKWKTL6Xe2wzMjIYO3YsdevWZfr06YwePRo7Ozt0dHTYt28fP/zwA3/88Qd79uzhwIEDuLi4sGbNGv73v/9x8OBB4NUqbmkztf+VlZXFtm3bcHBwIDo6miZNmqChoaE4565du8q93/RdsG/fPqZMmVJsMFK7dm1Gjx5Neno6vr6+7N69GycnJ9zd3ZHL5YwZM4agoCCuXr1aZFALr240XFxciI6OZteuXaXuRwoICFBUsT579iyHDx/m119/xcHBgcOHD/PVV18ppbKbUDk9evSgbdu2nDhxgvbt25OUlMT+/fuLPX7Tpk1Uq1aNNm3aFHtMQkICQUFBdOvWrcgJkFq1ajF79myMjY3ZsmVLkTPR+WnzJc0av6969OiBnZ0d7u7uXL58mbS0iqc+Pn36FDc3NwYPHsznn3/O7NmzCQ8PJykpSYkjfvX/Xrdu3WJX7gTlycrKIi8vT2n7J/8rvy98/nuZP9FV0b/DoUOHEhMTU+7K+lZWVnh5eeHs7Fzk41lZWcyePRtNTU0SEhKwtq74SueIESPQ1dUtNQBv0aIFOVmJpD71rvC1ivP84X6kUqniOzghIYETJ07w119/sXLlSv7880+OHTtWbGViuVxOcHBwkROFyiKRSDA1NeXSpUtVdo13TbVq1di1axdxcXEcOHCg0H7VssrNzWX37t3k5OSwbdu2AsHaxx9/zNOnT5V+/xoVFUXbtm0xNDTkr7/+Ij4+nr179zJ16lS0tbXp168fXl5eiteUm5uLq6srkydPZtCgQXTr1o1ly5Yxfvx4nJ2dOXPmTLnqQ+Tk5HDs2DEOHjzIN998g52dXanPUVdXp3HjxrRv3x5jY+NCKfGjR4/m2rVrSmtR2aVLFzSqafDgynTk8orXp8hICefJ7VX06vVJqQsD8Gqxb8iQIdjZ2REWVvEsEZlMRmRkJP7+/ly6dKlQfZT89zY4OBg/Pz8SExPp379/hdoR5XsvA9vFixfz4MEDxo8frwi2GjduzIwZM/jpp5+wsbHBwMCAJ0+ecO/ePR4/fky9evWwtrbGzs6O9PR0unfvXq7lcLlczu7du7l79y6urq7ExMRw9OhRAgMDiYyMxMzMDLlcjoODQ1W97DdCLpfz/PnzUvfTmJiYoKOjw4sXL0hNTSUlJYX09HQuX77M+vXr+fjjj0vdM9OzZ08OHz5MVFQUf/31F7GxsUUed+7cOfbv34+NjQ1hYWGkpqby4sULNm/eTFpaGnp6elXSFFooP4lEwrZt23j48CE3btzAzMyMuXPnEhQUVOjYgwcP8vvvv9O1a9diV0Zyc3NxcXGhTp06Jc7oq6urKyp27tu3r9DNQM2aNdHW1ubKlSuVe4HvmPzPsYCAAHJycnB2dmbRokVs376d6Ojocp0rISGBDRs2oK+vz86dO5FIJEyYMIGaNWty/PhxpY05LCyMqKgoMjIyKjxjL5Rd/mRRVRdXyz+/iooKMpmswoXBPv30U+rUqUNAQEC5ntehQwc6d+7M5MmTmT9/PlFRUcCrFeVjx47Ro0cPvLy86NixI9nZ2cycObNC44NXKdNTp07l4sWLJe4HNjU1Rb++Ac/ub6zwtYoil8tIjtlMv/4DcHJywsTEBAMDA6ytrVmwYAHLli3jf//7H8OHD6dhw4YYGxuzbNmyAgU3o6Ojef78eYVaK5WHkZERkZGRSi8m+S7r3LkzW7duJTAwEFdX1zK3xMuXmprKtm3buHPnDgcPHixUUHPo0KHUrFmz3JkPJXn+/DlhYWHY2toqfqalpcWYMWP4+++/uXnzJsbGxvTt25dmzZrRt29fGjVqxPjx4+nTpw9ubm5IJBKkUim7du1iwYIFnDp1in/++YfIyMgSP5/y8vIIDQ1lzZo1+Pn5sWrVKv744w+l7NueNWsW6enpSts3KpVKUVdXIS3Rn4SInys0cZGT9YSY4DHUrVO33As6pqamzJo1C6lUWu509MuXL/Pbb7+xefNmDh8+jIuLC0uWLMHFxUXxN5qUlIS2tjaamppYWVlx8uRJIiMj2bdvX7mu9W/vXSry8+fPWbduHb169SqysEWdOnVKbBtz/fp1ZDJZuQunREdHExYWxv79+/nss88KPNaiRQs8PT1p3rw5Li4u/P777+U699tMIpGgr69fav++iIgI6tevj0QiQUtLq8LXGzx4MBcvXmTy5Mn8+eeftG/fHisrK0xMTJBIJLx48YITJ07w3XffsXr1asXztLS0mD59Oj169KBTp0788ccf79X78C6zsLDgp59+YtmyZXz66aekp6fTtWtX+vfvz6BBg8jOzubAgQMEBwfTvn37Yttn5eXl4ezsTHx8PPPnzy/1RlhTU5MxY8awZcsWQkNDadeuneIxiUSCrq7uB9WLWi6XY2dnx/r16xk0aBD79++nfv36hIaGsnbtWtauXcukSZMwNzcv8Tx5eXl4e3tz+vRpmjVrxpkzZxRbOmrUqMH69esZN24cbdu2pX379qWOKzc3l+vXrxMXF4dEIqFRo0aYmZmhoqJCWloaBw4coEWLFty8eZPZs2cr41chlEBVVZVatWpVyZ67f8tf1a9RowaJiYkYGBhU6DzVqlVj3rx5/Prrr1haWpZ5a0F+W5I6deqwc+dORbXTrKwssrKyMDExwdbWFjc3N0aOHFnpYkn29vbs3LmTQ4cOMXny5GLH1LvXJ7i6uvLyyVm06/Wt1DXzPbu3mbTn4XidvYX3OS/Mzc3p3bs3RkZGilZp+ZPYsbGxREZG8ttvv7F06VK+++47fvnlF8WKeGVrYJSmVq1a5ObmkpiYWGU9sd9Fn3/+OU+fPmXRokWEh4fTqlUrGjVqhKGhIQYGBkVm1OXl5XHt2jWOHDmCqqoq7u7u9O1b+G9KU1OTL774gg0bNtCjRw+lFGvy9PSkevXqxdY5adCgAUFBQfj4+LBv3z6Sk5MZNWoUn3/+eaHvDalUyvLlyxk2bBizZs1i8+bN1K1bl6ZNm2JkZKQo5JScnExsbCxRUVEkJSVhaWmJp6dnkenOFWVqasr06dNxcnLCzMys0tWkPTw8yMjIwN7enlWrVpGXm0LD1iuQqpYtOynjxQ1iLo9DVf6U6dPnVaj4k5GREXXr1lW0NSuLwMBA9u3bx6effsoPP/xAhw4dSEpKYufOnSxevJjExERmzZpFXFwcHTp0UEwqmJmZMWDAAHbs2FFg0qM83rvA1snJiezs7DK3Ifiv2NhYdHV1y13RLDAwEFNT0yJ7csGrPPI5c+awdOlS0tPT36uUucmTJ7NlyxaWLl1a5O/twYMHHD16lDVr1ijleu3atVOs9P7zzz/8/fff1KhRA0NDQ9LS0qhWrVqxK7LNmzdn6tSpODo68ssvv1S6x56gHIsXLyYuLo4dO3bQr18/OnfurPhSk0qlmJiY8MUXX9C6desiMylevHiBq6srt2/f5vPPPy9zC6dWrVphamqKv79/gcAWXgV6H1LlTWdnZ9avX8+WLVuYPn264udWVlZMnz6dSZMmsXv3bqpXr07Tpk0LvA9yuZzExESuXbtGYGAgSUlJfPvttyxdurTQ6vqYMWM4dOgQrq6u6OjolFjJOCQkhKNHj5KSkoKpqSkymYxz585Rs2ZNhg0bhq+vL1lZWdy8eZPvv/++1MrrQsUlJycTEhJCSEgImpqaXLx4kaysLPT19TEyMqJ+/fqV2t/3X7GxsUilUjQ0NEhLS6vUnrUFCxawd+/ecu9DlEql9O/fn169eilS6FVUVDA1NcXIyEiRpvz3339XeGz56tevz/r16xk/fjzNmzcvti9np06dCA4OIfbaTJr2vIyqeuUCyZTHniREfI9UKqV379707NmzyPsTiURCrVq1qFWrFm3btsXa2ho/Pz/++OMPjhw5wg8//KA4rirlf+7k5iq3v+e7KiYmhk2bNuHo6KhIFVZVVSUsLIyQkBBkMhkqKiqYmZlhaWlJvXr1iI+PJzo6mpCQEJKSkrCxsWHjxo3Ur1+/2Ov89NNPODs74+bmxvTp0yv1PkdFRXHhwgXWrVtXYo9piURCr169it2i9l9dunTh6tWrBAUFsXHjRk6ePFlolblOnTrY2Ngwb968Mk2sVsTq1as5efIkTk5OzJ49u8LbNkJDQ/Hx8WH58uUsWLCAxo0bYzf/S+4knqNei9/QrT8EibToMC4n8zHP7m3gyW0H6tWrx7Rp8ypUMyifubk53t7eZGVllXrfnJGRwZEjRxT32vl/K3p6enz77bdYWlrSvXt3Lly4wJ07d/j6668LXasyK7YSeUUT8t9S/fr1Iz4+nhkzZlTo+U5OTrx48aJMufb/tn79eiwsLHBxcSn2GE9PTwYMGMCtW7eK3KD+roqJiaFdu3aYm5tz4MCBAoUjHjx4gLW1NYmJiYSHhyulBPq/yWQyvL298ff35/Lly/j6+mJlZYW7u3uxzzl37pyi9+D79D6862QyGUuWLOG3336jYcOGDB06lKZNm5b4BZqVlUVwcDDu7u6oqakxYcKEIhuolyQkJITdu3ezcOFCxd+uXC5n0aJFLFiw4INIW5fL5VhYWFC/fv1i/3fS0tLQ19cnLS0NDQ0NGjRogLq6uqIicWpqKtWqVWPcuHHMnz+/xJuGjIwMhg4dir+/P59++imdO3cu9D7nvy+jRo1i6dKltGjRAnj1Zf/jjz9y8uRJ4NWK3I8//sjChQs/qImI10Emk3HmzBnWr1+Pu7s7MpkMdXV1dHV1UVFRUaycyeVyatSoQdeuXbG0tFTKqt2uXbt48uQJ3bt3Z+/evYotQxV16dIlunXrhrm5OePHj6905c0zZ87g7u6Os7MzEyZMqNS58snlcmbMmMH27duZMGFCsYWcEhMT+eOPP1HRbI1pl+OoqBUfHJQk5bEn0RdHUqdObSZPnlyhSq4JCQns2bOH58+fk5qayldffVVktXlluXr1Krt27SIxMfG97DJRVnl5eTg4OLBo0SJUVVWxsLCgTZs2GBoaKiYTc3NziY+PJyoqCn9//wJV42vVqsXIkSOZM2dOmbdwuLu7M3ToUMW+2Pz9klpaWhgaGmJsbFxioAqv/l7Wr19Pp06dOHv2bJX0aU9OTqZnz55ER0czbdo0evbsiYqKCr6+vmzZsgV9fX18fX0rFeiV5sqVK/Ts2ZM6deowZcqUct/7Xr58mb1792JjY8PevXsVk3G3bt1i2vSZ+Pudp3oNQ6rX7oNmzQ6oVquLXJ5LVuptMp5fJuXJGeRyGb16fsKQIUMq3aYnOTmZpUuX8tlnn5W6cOjn58eRI0d48OBBsZk2NjY2+Pn5kZyczN27dzE1/f+FsSZOnEh4eDhXr16t0FjfqxXb/OIF5S369G/5s1vlpaamVmraYn5qlTL7QL0NGjVqxIkTJ7C2tsbQ0JBPP/2URo0acfPmTY4dO0b9+vU5ffq00oNaeDV726dPH/r06QOAtbV1qXu/8udyxE3w20UqlbJkyRKsra0VaU/169fHzMwMIyMj6tWrh4qKCpmZmYoZ52vXrpGVlUXHjh0ZMWJEhdLcW7ZsCbzaTpAf2CYlJZGamvrB7NmMjY3lypUrir6FRdHS0mL8+PGcPn2aOXPmEBERQWZmJurq6jRt2pSOHTuWOaipXr067u7uzJo1i127dnH9+nUGDRqk2J+Xm5vLkSNHGD16NHv37i3wv9q2bVuOHj3KkCFDCA4O5vbt2x/0DW5ViYqK4vPPPycoKIiGDRsW2R4CXk0uxcXFce3aNfz8/PDy8qJfv37069evwt91L1++JDQ0lKFDhxIYGMiAAQMqFdTCq32Ie/bsYdy4ceTl5TFmzJgKraTk5eVx8uRJvLy8WLJkidKCWnj1nbRp0yZyc3PZuXMnMTExDB06tFAaqZ6eHrNnz2D9hk3c9e+NUUcnquuUr9VQcpwbsVem0qBBfebOnVPhLLIGDRowd+5ctmzZQnp6Ordu3aqywDY+Ph4vLy80NDQwNzenYcOGTJkyhQkTJpSpIM774sWLFwwbNgw/Pz969uzJwIEDi1xFU1VVxdjYGGNjY3r37s2lS5c4cuQIOjo6nD17tsQijP8VFBTE7t27UVFRITQ0lFu3binS1FNSUkhLS0MikdCyZUu6d+9OixYtCt1jhYeH4+rqiqmpKQcPHqySoBZeZWjExsZy4cKFAlXUBw8ezBdffIGVlRVfffUVe/bsqZLrw6s9+ufOnWPIkCGsWrWK4cOHY2FhUeprfvHiBYcPH+batWtMmjSJbdu2FYhJmjdvjp+vD1evXmXbtm34+l0gInwPeXmvMhh0a9amk4UFERH1qFevHsOHD1fK66lVqxZt2rTh1KlTtG/fvsTPi/j4eNq2bVvi9pHBgwdz9OhRrK2tCwS1z5494+DBg/z8888VHut7tWL79OlT6tWrh62tbaG0wrJydXUlPj6eb7/9tlzPy5+hiImJKXbfx8CBA/Hy8iIzM1OpKVtvi6dPn7J9+3b27t1LcnKyok/spEmTqiSoLcqyZctYsWIF8fHxxV7zyy+/xNXVldjYWJGK/JaSy+X4+fmxceNGfHx8ClU0zd/b3bp1aywtLSu9j+XXX3+lVatWiq0EgYGBuLm58ejRo0rfUL8LwsPDMTMzIyAgAEtLy2KPW7x4MY6OjuXuC1qSEydOMGfOHGJjYzExMaFFixZkZWXh7e3NzZs3i12Bv3jxIl26dMHd3Z3BgwcrbTwCbN26FTs7O3R1dfnss89KzZzIl5WVhZeXF2fPnqV+/fp88cUXFfrf9PDwwMvLiylTprB161aOHz9e7N768jp8+DATJ06kevXqjB49ulwZHgkJCbi6uhIXF8fKlSv57rvvlDKm/5LJZPz111/8+OOP6Orq0rdvX9q3b1+obkB8fDw7du4m8dkz6jb9nrofzUa1WsmrUNnpMTyOciApZis6OjrY29tXqu5FvvT0dFavXk1eXh6//PKLUoMWmUzGsWPH8PHxoW7duowdOxZdXV2uX7+Ou7s7derUwd3dXSktVt52qamp9OnTh/DwcKZOnVriVo6iJCcns23bNjIyMvD391dkwhQnJSWF7777jq1bt6Kvr0/Xrl1p3bo1enp6ivc4f//1zZs3CQgIIC4ujjZt2jBq1Ch0dHR4/PgxZ8+eJTg4mIEDB+Li4lJle7GfP3+OgYGBIounKPldUOLi4qr8+z0xMZF58+axd+9e9PT0+Pjjj2nSpAkNGzakWrVqyOVykpKSiI2N5fr164SGhqKrq8uGDRsYPXp0mT53c3JySE1NRUVFBW1tbbKzs9HW1mbYsGEl1hQqr+fPn7Ns2TLMzc2ZOHFisWNzc3MjOTmZiIiIYs+1du1a5s+fz/379xUTYc+fP8fGxobr169z69atCr8371Vgm18AZubMmYpVmPLy8fHB3d2dFStWlCv4zMzMZOnSpXTv3p0jR44UmgneuXMntra2GBoaFlvNV6i8hIQEjI2NsbOzw8HBodA/XmRkJJ07d8bOzo7ly5e/oVEK5bVw4UIcHByYNm0a6urq6OvrK3VSYuPGjWhoaGBra4tcLmfNmjW0adOmxJT298mzZ8/Q19dn/fr1zJo1q9jjRo4cSVxcnNLbbeTm5nLy5Em2bt1KQEAAycnJNGrUqMRKzHK5HH19febPn/9BpIu/LqtXr8be3h5LS0tsbGyKbeNWkri4OHbu3ElOTg7z5pVvb9fjx49ZvXo1lpaWREVF0bBhQy5evKjUyeD79+8zdepUfHx8+Oijj7C0tMTMzKzIFdzs7Gzu3LnDhQsXCA8Pp3nz5jg5OdGpUyeljac4UVFR2NnZ4enpiaamJm3atMHIyAgDAwM0NDSQyWQ8efIEX19fYmIeIEdKTQMbtPSs0KzZ/v+CXDk5GQ9Jf36VtEQfXjzyoJq6BllZGcyePbvcWzdKcufOHdatW8ewYcOU2mfW3d2ds2fP8scff2BnZ1cgwI+JiWHMmDFERUVx6dIlmjRporTrvo2mTZvGnj17mDt3boUrUKelpbFu3Tpq1qzJ1atXi/0ujY6Opk+fPsTHx2NtbU3Xrl1LnbCQy+WEhoayf/9+cnJyqFevHrGxsejp6bFq1SpsbW2rNFvuzJkz9O/fv8StZg8fPsTQ0JDDhw8rpR93aZ4+fcqSJUtwc3MjMTFRkVWorq6u6NsN0KxZM+bOncvkyZMrVaArIiKC1q1bY2dnV+6Jj9Js3ryZyMhI+vbty5AhQ4p8L69cuYKTkxNhYWHF9h3v2rUrwcHBjB8/nlatWnH//n1cXFxQUVHB3d29wnWS4D1LRY6LiwMotcdpSYyNjcnJyeHhw4flqnKooaHB559/zrZt22jTpg12dnZYWFjw5MkTduzYwbFjx9DU1KRfv34VHptQugYNGrB69Wq+/vprHj9+jL29Pe3atePly5fs3r2bxYsXY2Jigr29/ZseqlAOmpqaqKmpVdlNi1QqVXzZREZGEhsbS9++fXn27FmBPePvqzp16jB06FA2bNjAtGnTikwhjY6O5tixY/zzzz9Kv76qqirDhg1j2LBhin2G586dK/V5MplMbClQoj179mBvb0+/fv0YPHhwhX+3hoaGzJ8/n3Xr1rFhwwa+//77MqW65uTkKFZz8vLySEpKwsvLS+kZTqampnh5eXH06FFWrFihKAJVu3ZtDAwMqFatGrm5uTx79oyEhARkMhnt2rVjy5YtTJw4scp6+P5XnTp1FP0ca9SoQUxMDMHBwYW229StW5d+/fpSr149Qm9EEBF+lNzcgvdB1TSq06F9R6b8somlS5dSv359pQa1AE2aNKFz586cOXOGTz75RCnv28uXL/H29mbRokV88803hR5v1KgRHh4etGnTht9//51t27ZV+ppvK09PT7Zt28bo0aMr1VZJS0uLSZMmsWbNGpYuXcpvv/1W6Jj4+Hg++eQTMjMz+e6778r8PSiRSGjXrh2NGzdm8+bNPHr0iN9//52vv/76tWTI5QeJJf2P5o+jPD1vK8rLy4sRI0aQnZ3NsGHDqF27NufPn+fmzZs0atSIWbNm0bx5czp27Fhi8a7yyMjIAKjQpGRpjI2NiYuL4+zZsyQlJfHpp58Wyvho27Yturq6zJs3j5MnTxYqILlz506CgoKYOHEiISEhuLu7U7t2bb7++mtmzpxZ6Wrn71Uf2zp16iCVSsvdiP3fGjVqhK6ubpF9NEvTvHlz5s+fj7a2Nt988w3dunVjxIgRhISE0LdvX9LT0xk9enSFxyaUzVdffcW2bdvw8fHB3NwcDQ0NdHV1mT9/Pr169cLHx0cp5eqF10dXV5eMjIwq+yLKL4iUkZHBvn370NfXx9nZGVNTUzw9Pavkmm+bBQsWEBERwZQpUwo1R4+Ojmbo0KE0bNiQiRMnVuk4JBIJffv25d69e4SHhxd73IULF0hMTHwtK2cfgri4OGbPno2FhUWlgtp8Ojo6zJ49m4yMDA4fPlzq8bm5uezatYv4+HiaNGlCQEAADg4OtGpVvr2jZSWVSqlevTo3btzA2NiYcePGMWDAAEV7oZs3b/L06VPs7e25du0aV69eZdq0aa8tqM3JyWHYsGFERkbi5eXFo0ePSEhIIC0tjdDQUDZt2kTt2rVp06YNMTExnD59mt27d3P9WgipqS+5cuUKZ8+e5dy5c6/6ub9M4cIFPxo0aMDDhw/55JNPqmTcn3zyCRkZGUrrAR4UFISqqipfffVVscfUrFmTOXPm4OLiUuVtqN6kn376iSZNmlSqjkw+AwMDevfujYODg6L+Sz65XM7nn39OSkoKs2fPrtDkbo0aNZgzZ46ij/nrSg41MzNDKpVy6tSpYo/Jf6y8bT3LKyoqiuHDh2NpaUlcXBxubm5s2rSJiIgIPD09efz4Mb6+vgwZMkRpQS38/6A+OztbaefMl52djZ6eHq6urty7d49Vq1bh4+NT4J5BVVWVyZMnExgYSPv27dm8eTPXrl3D09OTsWPHYmtry4wZM3ByciI8PJzExERu377N0qVLldLC671KRU5PT6dmzZo0b96cadOmVfg8Hh4enDt3joULF5Za4a04aWlppKSkoK6uTu3atdm5cycvXrzg7t27VbZhXigoJycHDw8PoqOjqV69OgMHDqxQ1UfhzfPz86NHjx7Y29tXuJ9lcfLy8vjf//7HoEGDuHv3LjExMYSHh1O9enWmTJnCuXPnCAoKqvC+/XfJvn37mDRpElpaWowdO1bRx/bo0aMYGBjg6elZ6p4sZcjOzsbY2JiuXbsWWWQkJyeHgQMH8uDBA27duiU+U5XA2toaf39/7O3tldqO7uLFi7i6upa4RSgxMZE9e/bw4MEDGjduzK1bt/j111/56aeflDaO/4qOjsbMzIyePXuyf//+QqsKz58/Z/Dgwdy5c4fbt2+/tjoR+Q4ePMhnn32Gr69vsfvkQkJCsLCwYNeuXcX2vv2vcePGERAQUO46IuXh4OBAeno6ixYtqvS5tm/fjr6+fqkTjPl1Avz9/SuVxvi2unz5Mp06dWLatGlK67v68uVLlixZwsqVKwushjs6OjJ9+vRKbevLl5CQgIODA9999x2///57ZYdcJsOHDycsLIzg4OBChQVTUlLo2rUrBgYGnDlzpkrHMWfOHA4fPszdu3eL/Ezds2cPEydO5MaNG0rtpZuZmYm2tjY2NjZYWVkp7bzwKhXZ1NQUd3d3EhIS+P7773Fzc0MikWBiYkLDhg0VC0dxcXHcvHmT1NRUxcTGRx99xLfffsvs2bOrLNvqvbob0NTUpEuXLkRGRpKamlrh83Tv3h11dXXc3NwqPMukpaVFgwYN0NPT48aNG1y/fp1ly5aJG7DXSE1NDWtra+zs7Jg2bZoIat9h7du3RyqVcu/ePaWf++HDh+Tk5HD9+nVu377NwYMHMTY2pm7duhw8eJCGDRuyatUqpV/3bTRmzBhu3brFzJkz8fLyYtOmTcTExPD3338TFhb2WoJaeJVCtXHjRo4ePYqNjQ0hISHAq5WEwMBABg0ahK+vLxs3bhSfqUoQERHBiRMnGDp0aJE3YImJiRw7doy//vqLP/74A0dHR65fv16mDIrOnTtjampaZGp5VlYWPj4+rFy5kidPnlC9enUePnzI9u3bqzSoBdi0aROqqqrs3bu3UFALr1YB9+/fT3JyMk5OTlU6lqJs2LABKyurEou/dOzYkf79+7Nhw4Yyn/fixYsFqpBWhaZNm5KcnMzFixcrfS6ZTFam6tr5+27f1/62hw8fRkdHR6kZDNra2rRq1apANfy8vDyWLl1Khw4dKh3UwqvtYb169eLvv/8u0G6oKq1evZoXL15gZWWl2Oubm5vL4cOH6d69O3FxcaxZs6ZKxyCXy9mzZw9Tp04tdqJw1KhR1K1bV+nVmTU0NGjZsiUxMTFKPa9MJiM2NlZRpK1BgwY4OzsTGxvL8uXLMTMz486dO3h4eHDq1CkSEhLo06cPCxcu5OTJk4SFhXH79m3mzJlTpVuI3rs7gvyUh8DAwAqfQ0tLi9GjRxMWFoavr2+lxvP06VMOHDiAtbW1UtsCCMKHpEaNGgwcOJCLFy8qPaUpMDAQFRUVEhMTOXHiBP3791c8pqGhwZw5c9i/fz8vXrxQ6nXfVqampqxYsYKoqCgSEhK4fPkyc+fOrXD2SkWNGDFC0fYgv8euvr4+lpaWREdHc+rUKfr27ftax/S+2rhxIzo6Opibmxf4uVwu5+TJk/z666+EhITQvXt3hg0bRo0aNdixYwerVq3i6dOnJZ5bIpFgZWXF7du3efToEcnJyYSGhipaOhw9ehR4Ve3V0tKS8PBwbG1tq+qlKuzYsYMpU6aU2CamYcOG2NjYsH379iofz3+FhISUqRK0tbU1V65cKdPn4vPnz7l//36l9meWhZGRETKZDFdXV/z9/Sv8mS2TyUhNTeXChQtkZmaWeOz58+eRSqXvbfGokJAQjIyMlD6RZ2JiwrVr1xSTVKdOnSI2NpaePXsq7RpWVlZkZ2e/tgmiZs2a4efnR506dRg9ejTVqlWjWrVqjBw5Ek1NTfz8/MrV6qgicnNzSUlJKbaAFbyawDUxMeHZs2dKv37+qnVp/zflERERQWpqKtbW1gV+rq+vz7fffsvBgwd58OAB6enpZGRkEBsby+HDh1m6dCmDBg2idevWr2Ui+r0qHgWvlrmnTJmCs7MzHTp0qHAbEDMzM7p27arYG9SjR49yzzA8evRI0Qx627ZtosiJIFTC3LlzGTJkCHfu3KFp06ZKOWdKSgrBwcGYmJjg7e1d5A2fhYUFOTk5PHr06LWnI37ohg8fzpAhQzh58iRXr15FIpHQuXNn+vfvL1ZqlWj//v107Nix0MqYh4cHnp6eLFu2jG+++abAysOVK1cYO3YsGzZs4Kuvvirxf6Ndu3bs27ePlStXKoKc/IJtNWvWZNy4ccyePbvKbzbzZWVl8eTJE9q3b1/qsfn9KF+3sq5Uqqqqltq7Pd/jx48BqqzVSr78848bNw5XV1du3brFZ599Vq7Pz6dPn7J3715FZXRnZ+dit5jl5uaydu1aRR2A91F4eLhSMmaePXvGgwcPSEhIIDMzk+fPn5ORkcGhQ4ewtrbmxIkT1K9fv1zFU0ujq6tL8+bNOX78OPPnz1faeUvSsmVLfH19uXHjBkFBQcjlcjp16lSm/3llUFVVRUdHh6ioqGKPyc7O5v79+1UyQTtz5kx+//13goKClDJJIZfL8fX1xcLC4q1vq/XeBbYAf/75J56enri6ujJr1qwyN4l/+fIlQUFBREZGEhcXp9h4ffjwYW7dusWYMWPK9MEsk8k4f/48p06dokmTJpw5c6Zc7Q4EQShs4MCBdOnShQMHDvDtt99WuuKfXC5n3759qKioEBgYWOz/aP5sqjL3HQpl9++KyYLyxcfH8/jxY4YMGVLg5ykpKZw9e5ZFixYV2U6pQ4cO+Pj4YGZmhre3d4ltM1RVVWnUqBHPnj2jdevWaGhocPbsWXbu3MnkyZNf+6SvmpoaEomEly9flnrsy5cvX1vBqH9r0aIFPj4+pe6F9fb2pnnz5mX6HeavypV1UighIYGIiAiys7OpUaMG5ubmaGtrl/q8/PN///33jB49WnGTbWFhQbdu3WjQoEGRz5PL5Tx48AB/f3+uXbtGw4YNOX/+PBs3buTLL7/ExMSkUBCQnZ3N1KlTiYyMZNOmTWV6Xe+i9PT0ClcVzsvL4/LlywQEBPDgwQPgVbCpqalJbm4uUqmU0aNHU7NmTapVq6bUoDafsbGxIuPqdf6/t2nT5rVNmP2bRCJh4sSJbNu2jR9//LHIXtFubm48e/asSrI5DQ0NsbW1xdnZmbZt2xbaa1xewcHBREVFcfz4cSWNsOq8l4Gtjo4Oe/bsoV+/fjg5OTF58uQSg9vMzEyOHz9OUFAQUqmUVq1aMXDgQOrUqUNAQAC3bt3i9u3b/Prrr3To0IEuXbpgZGRU4Jz5TZavX7+On58fycnJtG/fHm9vb7HKIwhKIJVK2blzJ+3atePAgQOMGzeuUl+QAQEBhIeHo6OjU2KarZOTE23bthV7tIX3Un712v9mKwQFBaGurl5ki5V8BgYGTJ8+nfXr1zN48OASJ5uMjIx4+vQpn332mWK7UHx8/BvJZJJKpXzyySe4ubkxb968Yo+TyWS4ubnRq1ev1zi6V2bMmMGMGTO4detWsW15YmJiOHToEA4ODmU6Z37adX47kOI8evSIAwcOcOfOHbS0tNDR0eHZs2ccPXqU9u3b8+mnn5YY7OefP7+ATffu3fnzzz/ZsmUL/v7+1K5dm4YNG1K3bl1UVVXJycnh8ePHxMXFkZKSgrGxMUuXLsXOzg4tLS0sLCwYOXIk/fr1o0+fPowbN46aNWty7do1HB0dSUxMxNnZGUtLyzL9Ht41qampqKmpVaiV5cOHD3FxceHhw4e0aNECW1tbGjduXCAFPzc3l4SEBK5evYqPjw8ff/yxMocPvNqPmZyczLNnzz6YhZ4vv/ySXbt2MWLECPbs2aN43XK5HE9PT+bOnYuNjU2xvV4ry8HBgVOnTuHs7MysWbMqvBiQkJDAkSNHmDhxYpm2R7xp72VgC69Shw8dOsTIkSP5559/GDt2bJHVVO/evcvu3bvJyMhg8ODBdOnSBS0tLbKysti8eTNxcXGMGzeO1q1bExgYSEBAgKJZvL6+PtWrVycvL4+nT5+SlpaGiooK5ubm1KhRA39/fz7//HP2799foKG4IAgV07x5c7Zu3crkyZNRU1Pj008/rVBKakBAAAcPHmTixIm4uLjw7bffsnbt2kI32fv27ePYsWNs3rxZbCUQ3kv5GQn/ndzJT5ErrTXayJEjWbVqFU+ePClx8kdXV1fREkIikaClpfVG963PmTOH0aNHc/r0aQYMGFDkMbt27eLu3btvpHjUuHHjWLlyJdbW1pw+fbpQwae4uDiGDBmCgYFBmSsiGxoaoq2tTXx8fLE30wkJCaxbtw5DQ0P27duHjY0N6urqJCUlsXPnTn755Rc2btzInDlzil1BjI+Pp3r16oox6+np8euvv/Lzzz9z8uRJgoKCCA4O5t69e2RnZ6OhoUGzZs0YOXIkVlZW9O3bt0APXE1NTY4fP46bm5ui1za8CtQnTZrEvHnzqqwt1Jt0/Phx/vrrL86dO4dEIiEhIaFczw8JCcHFxYV69erx7bffFru3WlVVFSMjI4yMjDh//nyV9D/NvwfOyspS+rnfVs2aNeP48ePY2NhgaGjI0KFDqVevHkFBQVy7do0+ffpU6WeLjo4O+/fvp0+fPjg6OmJra1tkobySxMbG4ujoSOPGjVm3bl0VjVS53tvAFmDIkCEEBAQwefJk1qxZQ6dOnbCyslLswYiIiGD79u00atSI8ePHK/bjyuVynJycePjwIbNnz1Z8OPfr14/evXsTGxtLbGwsCQkJZGVlIZVKadGiBUZGRpiYmChSDpo1a8aOHTuYM2cOW7dufTO/BEF4z0yaNIns7GxmzJhBfHw8Y8eORV9fv9jj5XI5MTExXL58maSkJB49ekRSUhKzZ89m3bp1dO/enZkzZ3L9+nXs7Oxo06YNCQkJbNu2DVdXVyZMmMAXX3zxGl+hILw+xRX2kclkZUrBzT+mLBWS/30tmUz2RvdJjxgxgkGDBjFy5EjWrVvHhAkTFDf0aWlpbNmyBXt7e6ZMmaKUvqHlpaWlhYeHB/3796d58+aMGjWKQYMGIZFIOHPmDHv37qVevXp4enqWuS+7VCqlQ4cOxMbGFvm4XC7HxcUFExMT/P39C5y3du3afPPNN/Tq1Yvu3btz6tSpYtPPHzx4QLt27QoEp/CqWI6NjU2JaevFUVNTY8KECUyYMIH09HQyMzPR1dUtdI33xeLFi1m6dCmWlpZs2bIFd3d3fHx8ypzKe+3aNZydnbGwsGDMmDFl3pKnpqZWJcFn/ta+8gZW77pevXpx7949duzYwZEjR7h37x4fffQRv//++2upFdG1a1dOnz7NkCFDWL16NaNGjSpTteu8vDy8vLzw9PSkbdu2eHh4vDPZp+91YAuvCr9cvXoVBwcH1q5dq9hLV6tWLe7evatIzfj3P/3FixcJDw9n2rRphWZJVVRUMDExwcTEpNRrt27dmk8//RRHR0dGjBjB4MGDlf3yBOGD9MUXX9CiRQs+//xzVq9eTYcOHbC0tKRRo0YFvvTT0tJwcnLi1q1bGBoa0rp1a8W2gTNnznDz5k1mzJiBoaEhK1asYMyYMYrnNm7cmD///BM7OztRqEh4b+XfrKSnpxfYP1m7dm0CAwPJy8srMXgIDAxEKpWWWpDo33sE8/LyePnyJXXq1FHCK6gYVVVVDh48iK2tLVOnTuV///sf3bt3Jy8vD29vb1JSUpg9ezZ///33G8vWaNy4MSEhIWzfvp2NGzfi4uICvKpku2TJEqZNm1buApn9+/dnyZIlpKenF6obEB0dTWxsLB4eHsUGy+3bt2fu3LnFpp9nZmYSGRmJvb19ucZVHpqamu91zYNTp06xdOlSli9fzg8//AC8aqF09OjRMhVPTExMxMXFBXNzc8aNG1eu7y99fX3i4+MrNf6ixMfHo6enV+m9nu8iPT09vvvuO7777rs3cv3u3bsTFhbGF198webNmzE0NKRWrVrk5eWhoaFB06ZN6dixIyoqKjx+/JjQ0FCCgoJ4+fIlCxYs4Oeff67w/u43QSJXdu+Mt1hOTg7u7u54e3uzfft2atSowbffflsgTTg9PZ2lS5fStm1bxo8fX+lryuVytmzZwosXL7h//36VpHgIwocqPT2dtWvXsmHDBh48eICWlpaiQbhMJuPmzZuoqqqyc+dOhg4dqrhBDw4OZurUqTx9+pTg4GBFita9e/eIj49HR0cHMzMzEdAK7738G+WZM2cWmMl/8OABa9as4dChQ4wYMaLI5+bm5mJubo6KigpTp04t8Tpbt24lNzeX2bNnk5CQwMqVK/H29lZqW5GKioiIYMuWLURGRiKVSjE3N2fmzJllmsB+XeRyORkZGcjlcjQ1NSscbD969AhjY2OGDBlS6Hd/9OhRbt26RWxsbImffbdu3aJFixbMmDGjUAqwv78/hw8fJjo6WtQlqKBBgwbx7NkzLl26pHif5XI5LVu2RE1Nrdjq0PnHbdiwgWfPnrFgwYJyFz47cOAAN2/e5KefflLqhM6mTZto1KgRHh4eSjunUD4ymUzRNaZatWp07dqV9PR0Ll26pLg3ys3NRVNTU5Hib2Zm9oZHXX4f1F2bmpoaNjY2GBkZkZGRwcSJEwvtfb106RLZ2dlK2yAtkUgYNmwY8fHxitZBgiAoh6amJgsWLODevXt4eXnx448/0qpVK6RSKUlJSaSmpuLh4cHw4cMLrDp16tQJLy8v8vLy+OOPPxQ//+ijj7CysqJt27YiqBU+CI0bN0ZHR0dRLTWfsbExLVq0YNq0aVy9erXQ83Jzc5kxYwaRkZGlBqcymYzY2FhFoHP//n0kEslra71RmlatWvHXX39x+vRpTp06xe+///5WBbXw6l5CU1MTLS2tSgUc9evXZ/To0Xh7e5OWllbgsYyMDAwMDEr97Mt/H/9bhCo9PZ2zZ88yYsQIEdRWUG5uLqdPny5ULVwikfDzzz8TFhZGaGhosc+/f/8+t2/fLrXAV3HatGnDs2fPuHfvXoXGny8lJYWLFy/i5+dHUFAQt27dYuTIkZU6p1A569evZ/fu3SxYsIBHjx5x7tw5goKCuHv3Ln369EEqlbJ582YeP37Mpk2b3smgFj6wwBZepUD9888/dOzYscgP3qCgINq1a1dildTyatCgAU2aNHmvS9ELwpukoqJC7969+fHHHzl8+DCBgYEYGBjQt2/fYis81qtXj+nTp7Nz506lNjEXhLddZmYm27dvp0ePHtSuXZuXL19y8eLFQv1QJ02ahLa2Nh9//DFjx47lyJEjeHl5sXr1apo1a8auXbsYN24cH330UYnXu337NikpKYqCRRcvXqR///7vzJ6t983q1auRSCQcOnSowM81NTWJjY0tdb90fm/Z/6YDHz16lLy8PNasWaPU8X5IsrOzkcvlRab2jxs3Dmtraw4cOEBiYmKRz/f396dOnToVLqbVtGlT6tati7e3d4Wen5mZyZ49e1iyZAmurq4cP36cvXv3oqqqKgowvkGZmZksXbqU6dOn8/vvvxf47DU1NeXIkSM0btyYU6dOFaiY/S764ALbM2fOEBsbi5WVVaHH0tLSePToUZXMUpiZmREUFERubq7Szy0IQmE3b94stU1H7969SUlJKXe1SUF4Fz158oT58+dTq1YtvvjiC0JDQzE2NqZjx44kJSVx+/btAsdraWkxZ84chgwZgo+PDyNGjKBv3778+OOP6Onp8dVXX9GpU6dSr+vn50eDBg0wNTUlOjqamJgY5s6dW1UvUyhFgwYNWLt2LSEhIfj4+Ch+bm5uzuPHjzl58mSJz3d0dERbW5smTZoofubv78/Fixf5888/i62+K5SuevXqNGzYED8/v0KPSSQSHB0dqV27Nv/88w9Pnjwp8LhMJiMiIoJOnTpVOONIKpUycOBAwsLCuH79ermem5OTw9atW4mMjGT16tUkJSWRlZXFlStXGDFiBDNmzGDLli0VGpdQOSdOnODZs2fF9sXW0NDAzs6OY8eO8fTp09c8OuV674tH/Zefnx+1atUqsgF1fqXAqmhObWRkpCiq8CaaRQvCh0ZVVVXRXqQ4+al4oh2X8L5zc3Nj2rRpZGdn06VLF7p160a9evWAV/vyHj9+zNGjR/nmm28KFFOsVq0aPXv2pEePHqSkpJCbm4u2tnaZi4lERUURFhbG2LFjkclkHDx4kFatWoliim/YxIkTCQ8PZ8WKFeTm5tKnTx+MjY0xMTHh66+/5uOPP1b8ffzbhQsX2LhxI927d0dNTQ25XI6Pjw9Hjx7l66+/LnWvtVAyiUTCjBkzWLlyJQsWLCiUDVGvXj369+/Ptm3bcHBwYOjQoXTr1g2pVMqzZ8/IzMysdBp9hw4duHbtGm5ubtSvX7/ErgP/dvHiRaKjowkICCiQKdW+fXv27t1LzZo1+frrrxkzZozI1njNYmNj0dLSKrYnNrx632UyGfHx8e90r+EPbsU2ODhY0e7nv54/fw5Q7iqDZZFf/bG4MvuCIChXr169cHNzK5Re+W/79u2jadOmRfa4FoT3QV5eHjNnzmTMmDGYmJiwcOFCRowYUSBokUgkjBkzhkePHuHp6VnkeaRSKTVr1qROnTplDmozMzNxdXWlSZMmdO7cGU9PT+Lj43Fycnpv27S8S5YvX87ChQs5ceIEGzduJCkpiQkTJvDs2TM6derE1q1bFZN/Dx8+5JdffqFPnz4YGRkxYMAAkpOT2bp1K0ePHsXe3h4HBweRbqoEc+fOxcDAgJ49eyrSu+FVZeGvv/6aLVu2sGjRImxtbTl48CArV67Ex8eHu3fvAq/2UVeGRCJh7NixaGtrs379eh4+fFim5124cIFhw4YVuf1HIpGwePFisrKycHZ2rtT4hPLT1tYmIyODpKSkYo/Jr4atzK2Yb8IHF9g+ePCg2MBVJpMhkUiq5IM5Py1EpCILwusxZ84cbt++XWxTcV9fX/bv38/s2bNFoSjhvSSTyZg2bRpbt25l7NixfPHFFwVa+vyboaEh/fv358yZM4SEhFT62jk5OezYsYP09HTGjh3LpUuXOH36NIsWLaJjx46VPr9QeRKJhGXLluHo6Mi9e/dYvnw5586dY9SoUejo6DBz5kx0dXXR1tZWtETr1KkT1tbWHDlyhJUrV5KcnIy7uzsrV64UQa2S6Onp4e3tTaNGjbCxsUFfX5+mTZvSqFEjtm7dyqpVq/j555/ZuHEjgYGB9OrVC3d3d/bt2weglO4bWlpazJ07F21tbdasWYOnp2eJ96/5K32DBg0q9hgDAwPMzc3LneIsVJ61tTUqKirs2LGj2GMcHR3p0KHDW1c4r7w+uFTkvLy8Ym9iNTQ0FCX1ld0jLX/W812fCRGEd4WVlRXffPMNX375JaGhodjZ2WFmZsbDhw/Ztm0bq1evpkePHmKvn/De+vPPP9m1axcTJkzAwsKi1OP79+9PYmIizs7OZGRk0K1btwoFK6mpqTg5OXH//n2mTZvG5cuX8fDwYObMmfz8888VeSlCFTp06BDGxsaMGTOGHTt2EBgYSK1atWjatCkSiQS5XI6qqioymYywsDD8/PzQ19fH3t6er7/+utiet0LFGRoa4ufnR0hICMeOHSMjI4OPPvqIcePGFUjj7dKlC126dCExMZG1a9eyZMkSsrKyqF69eqXHoK2tzVdffYWHhwcnT57k/PnzWFpa0rp1awwMDBQBdG5uLgkJCUgkklILMWZkZIhsjTdAX1+fSZMm8fPPP9OxY8cClezlcjmrVq3i5MmT7Nmz552foPqg+tgCWFhYoKKiUmSP2kePHrFixQrmzJlDs2bNlHrdy5cv4+zsTFJSUqmN7AVBUA65XM7ff//NqlWrChSIqlGjBlOnTmXlypUVaokgCG+7mzdv0q5dOywtLbGxsSnz82QyGYcPH8bPz4+WLVsyZsyYMgcucrmc0NBQ9u/fj0wmw9ramqCgIGJjY1m4cCG//PLLO3/T9L65d+8eTZo0wdHRkalTp5KTk8Pp06cJCAjg8uXL3Llzh6ysLGQyGU+ePGHixIl89tlnDBo0SNQmeMvcvXuXJk2aFOpJrQxLly7FyMiIu3fvkpqailQqRUdHB4lEwsuXL8nNzUVVVRULCwsCAwOLPMeNGzdo27Ytbm5ujBo1SqnjE0qXnp7OsGHD8PLyom/fvgwYMID09HT27t1LZGQkCxcuZNmyZW96mJX2wQW206dPx8PDg++++67QYzKZjB9++IFevXoxcOBApV7Xzc2NhISESvcGEwSh/HJycjh79iwJCQno6OjQv39/kT0hvNf69u1LaGgo33//fYVSE8PDw3FzcyMtLQ1zc3O6deuGsbFxkast6enpXL9+HX9/fx4+fIihoSEqKirExMTQvHlznJyc6Ny5szJelqBkjo6OzJgxg9TU1BIz1WQyGXXr1uXLL78Uq+5vqfw2QV26dCkxJbi8Xr58yaJFi9i9ezejRo3ixo0bhISE8OjRI2QyGXXq1KFDhw48ePCA8ePH4+joyBdffFHgHOnp6QwePJjbt28THR0tJkXekOzsbNzc3Ni4cSM3btxATU2N3r17M2/ePD755JM3PTyl+OBSkS0sLNixYwdpaWloaWkVeEwqlWJubk5QUBD9+/dX2r67rKwsrl69yjfffKOU8wmCUD5qampK/aIXhLdZZGQkXl5eTJo0qcL77Vq3bs2CBQsICgpSrN6pqanRsGFD9PT0kEqlZGZmEhcXR3JyMoCimnJcXBy9evXCwcGBYcOGiZvYt1h6ejrq6uqlbr+SSqXo6uqSkZHxmkYmlJdEIsHGxgZ3d3cGDBigtHvY4OBg1NXVGThwINWqVcPCwqLIrQ2Wlpb4+voybdo0PD09mTJlCvXq1ePixYv8888/xMXF4eHhIT4P3iB1dXUmTpzIxIkT3/RQqswHF9iOGDECOzs7Ll26VGSPSysrKy5evMiVK1fKtCepLAICAsjKymLGjBlKOZ8gCIIgFGfTpk1oa2vTrl27Sp1HU1OT3r1707NnT+7fv8+DBw+Ii4vj2bNnxMbGoqGhQVZWFn379sXY2JjGjRvToUMHOnbs+E63i/iQGBoakpWVRVRUVIlbsBITE3n48GGxXSWEt8OcOXPYtWsXoaGhmJubV/p8OTk5XLhwgTFjxii6exRHIpGwYcMG2rVrx19//aVo6aWiosKwYcPYu3evUsYkCCX54FKRAcaPH4+npycLFiwocjZ7x44d3Llzh//973/FVpAsq6dPn7J69WpmzJjB2rVrK3UuQRAEQShNy5YtqV27NqNHj66ya6xfv568vDzu3btHaGio6M/+jsrMzMTQ0JBJkybx559/Fnvc6tWrWbRoEXFxcaUGOMKbI5fLGTJkCIGBgdjb21e6EOqxY8fw9/fn6tWrtGrVqlzjiIqKIi0tDUNDwyJ7IgtCVfgge1z88ssvpKam4u7uXuTjn332GQC7d++uVHuezMxMdu/ejYGBAStWrKjweQRBEAShLNLS0oiKisLY2LhKr2NkZERiYiISiYTLly9X6bWEqqOhocHcuXNZu3Ytx44dK/KYgIAAfvnlFyZNmiSC2recRCJh69atyGQyXFxcFD1wKyI8PBwfHx+WLFlSrqA2fxzNmzenQ4cOIqgVXqsPMrBt1qwZv/32G76+vkX209LW1mbKlCncu3cPR0dH0tPTy3Te3Nxcrly5goeHB+7u7vz99988f/6cw4cPF9rPKwiCIAjKFhkZiUwmw8DAoEqv07BhQ168eEHNmjW5e/dulV5LqFqLFi1i+PDhjBgxgvHjx+Pt7U10dDQXLlxg+vTp9OnTh06dOvH333+/6aEKZdCwYUNcXV25efMmTk5OZGVllfsc169fZ+fOnVhbWxdZbFUQ3lYfZGAL8NVXXzFmzBicnJyKnG1u2rQpM2bMIDo6mpUrVxIREUFJWdtBQUEsXbpUcb6AgAASEhIwMTGhRo0aVflSBEEQBAF41UMWUEofy5Lkt8lSUVEhOzu7Sq8lVC1VVVXc3NxYs2YNwcHB9O7dG1NTU7p164aHhwcLFy7k9OnTlU5rFV6fwYMHc+jQIW7duoWDgwO3b98u0/PS09NxcXFhx44d2NjY4ObmpigKJwjvgg/2r1VFRYXdu3ejrq6Ok5MTERERjBw5skAQ2qxZMxYsWMDevXvZsmULRkZGWFpa0qxZM2rXrq3ox+fn58fBgweZNGkSP/74Iy1atCA3Nxd3d3fs7e0VBakaNWr0pl6uIAiC8AHIb8cjk8mq9Dr5E725ubkVrrwsvD1UVFT48ssvsbOz4+rVqyQmJqKrq0vHjh1FYPOOsra2JjQ0FFtbW9avX0/9+vVp3bo1nTp1Ql9fX3EPm5GRQVxcHFeuXOHKlSuoq6uzbds2bG1tRd9p4Z3zQRaP+je5XI6rqyvz5s0jLS2N9u3bY2FhgZGRkWJGWi6Xc+3aNXx8fIiJiQFezVbXqlULuVzOkydPmDlzJuvXry/0IfDkyRM6dOhAnz592LVr12t/fYIgCMKH486dOzRt2pRZs2bRokWLKruOr68vR48eJS8vj+3bt2Nra1tl1xIEoWKCgoL44Ycf8PHxUfxMRUUFiUSCjo4OMpmM58+fA1C/fn1mz57NjBkzqF+//psZsCBU0gcf2OZ79uwZP/74I9u2bUMmkyGRSNDT00NdXZ3s7GwSExORy+Xo6OgwfPhwDAwMyMzM5Nq1awQEBBAbG1vsB8GqVav4+eefefjwIXp6eq/5lQmCIAgfCplMRs2aNenRowf9+vWrsuvs2bOHmJgYnjx5wvXr12nbtm2VXUsQhPLz9vZm0KBBtGrViu+++w4rKysSExPZtWsXGzZswNTUlDFjxtCkSRM6duxIixYtFBkfgvCuEoHtv1hZWZGTk8OmTZu4fv06N2/eJDMzEw0NDVq0aIGvry+urq7Ex8dTq1YtAGxtbYmMjCQoKKjY84aHh2NmZoa/vz/dunV7XS9HEARB+AD17t2bhIQEZs2aVSXnl8lk/Pbbb2hoaPDy5UsSExNFuqogvEVycnIwNTWlRYsWuLu7U61atQKPe3h4MHjwYDZt2sSMGTPe0CgFQfnEN9H/iYiIICAggP3799O+fXvat29f6JhBgwbh7OzMnj17mDdvHgBSqbTUlkD5j0ulH2ytLkEQBOE1mTBhAtOnTycxMbFKsoRu375NYmIi1atXZ+bMmSKoFYS3zLFjx3j48GGRQS3AwIEDGTp0KBs2bBCBrfBeEZHW/7lz5w4A3bt3L/YYfX19mjVrVqC6nKWlJVeuXOH+/fvFPu/gwYPUqFEDMzMz5Q1YEARBEIowbtw4tLW18fX1rZLznz9/Hl1dXTIyMqpsVVgQhIq7cOECjRs3pl27dsUe8+mnn3L9+nUyMjJe48gEoWqJwPb/5M9o5W+iL4pcLufFixeKolLw6gZCV1cXe3v7Ihth37lzh/Xr1zNp0iS0tbWVPm5BEARB+DdNTU2++eYbfH19CQkJ4eXLl0o797Vr14iIiCAtLY0ZM2bQvHlzpZ1bEATlkMvlpe6Xzc8irOoK6oLwOonA9v9YWlqira2Ns7NzscecP3+euLg4Bg4cqPiZpqYmjo6OHDp0iAEDBnD27FlycnJITExk7dq1WFlZUadOHZYuXfo6XoYgCILwAcvIyMDBwYHdu3cjl8vZvXs3ixYtYvPmzURGRlbq3M+fP+fAgQNoaWmhr6/P6tWrlTRqQRCUycLCgqioqBL/548dO0bLli1Ff2LhvSKKR/3L/Pnz2bFjBz4+PnTs2LHAY0lJSfTq1Yvc3FzCwsIKtfU5deoU9vb2hIWFKX6mqqrKyJEjWbt2LfXq1Xstr0EQBEH4ML18+ZKBAwcSHBzMqFGjmDhxInp6eoSFhbFhwwZCQkIYMmRIhaolp6SksH79epKTk5FKpXh7e9OlS5cqeBWCIFRWVlYWxsbGdOnShYMHDxbaB+/n50fv3r1Zs2YNdnZ2b2iUgqB8IrD9l9TUVPr27cuNGzeYNm0aY8aMQVNTkzNnzrB27VrS09M5f/48rVu3LvL5crmcwMBAoqKiUFdXp2fPnhgYGLzmVyEIgiB8iD777DPOnDnDmTNn6Ny5c4HH5HI5y5YtY/HixUyZMgVzc/Myn/f+/fs4Ozvz4sUL1NTUOHnyJD179lTu4AVBUKrjx48zYsQIunXrxoIFCwq0+1m1ahUff/wxHh4eRRaXEoR3lQhs/yMtLY3ffvsNR0dHnj59CoC6ujpjxoxh8eLFNG7c+A2PUBAEQRAKun37Ns2aNWP79u3Y2toWeYxcLqdfv37cvn2bb775ptRzvnz5krNnz3L+/HmkUiktW7Zk3759xU7uCoLwdjlz5gz29vZcu3ZN8TMtLS1sbW1ZtWoV1atXf3ODE4QqIALbYmRlZREREUFubi6NGzemdu3ab3pIgiAIglCkH3/8kc2bN/Pw4cMCBQ7/69ixYwwfPpx27drRsWNHjIyMqFmzJhKJBJlMRmJiIrGxsdy4cYPr168jl8upXr06Cxcu5PvvvxetfQThHSOXywkJCeHu3btUr16dnj17oqOj86aHJQhVQgS2giAIgvCOmzBhAg8fPsTHx6fE4x49ekSDBg2oWbOmoguAqqoqUqmUvLw8RXV/dXV1mjZtypdffsnkyZNFuqIgCILw1hNTr4IgCILwjlNXVyctLa3U4/KPcXV1xcfHBwcHB1asWEFiYiJyuRxTU1O6d+9Oy5Ytq3rIgiAIgqBUIrAVBEEQhHdc9+7d2bVrF/fu3eOjjz4q9rj9+/ejoaFBx44dmTNnDuPGjePbb799jSMVBEEQhKohUpEFQRAE4R2Xnp5Ow4YNGT58ODt27CjUkg7g6dOntG/fnn79+lGvXj1WrVrFxYsXC1VQFgRBEIR3kfRND0AQBEEQhMrR1NRkzZo17Nq1i9mzZyuq+ue7cuUKvXv3JiMjg+joaFatWsWaNWtEUCsIgiC8N8SKrSAIgiC8J7Zs2cL8+fORy+UMHDiQWrVqERoaytWrV1FRUSEvLw8zMzMWLVrE6NGj3/RwBUEQBEFpRGArCIIgCO+RxMREduzYgYeHBxkZGWhqatK6dWvMzMxo3bo1Xbp0KTJVWRAEQRDeZSKwFQRBEARBEARBEN5pYo+tIAiCIAiCIAiC8E4Tga0gCIIgCIIgCILwThOBrSAIgiAIgiAIgvBOE4GtIAiCIAiCIAiC8E4Tga0gCIIgCIIgCILwThOBrSAIgiAIgiAIgvBOE4GtIAiCIAiCIAiC8E4Tga0gCIIgCIIgCILwThOBrSAIgiAIgiAIgvBOE4GtIAiCIAiCIAiC8E4Tga0gCIIgCIIgCILwThOBrSAIgiAIgiAIgvBO+3/9EWDAFneWvwAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -368,7 +341,7 @@ } ], "source": [ - "plot_conformers(generate_job, 4, temperature=temperature, unit=unit, lowest=True)" + "generate_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True);" ] }, { @@ -387,7 +360,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "id": "058265d2-c16b-4eb9-b3c0-e0e8a05a2771", "metadata": {}, "outputs": [ @@ -395,7 +368,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "InputConformersSet /path/plams/examples/ConformersGeneration/plams_workdir.006/generate/conformers.rkf\n", + "InputConformersSet /home/benedini/PLAMS/examples/ConformersGeneration/plams_workdir.002/generate/conformers.rkf\n", "\n", "InputMaxEnergy 8.0\n", "\n", @@ -422,7 +395,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "id": "f5575f70-4ec4-426f-bcb4-c034bbe4ea82", "metadata": {}, "outputs": [ @@ -430,10 +403,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "[04.02|15:08:56] JOB reoptimize STARTED\n", - "[04.02|15:08:56] JOB reoptimize RUNNING\n", - "[04.02|15:09:01] JOB reoptimize FINISHED\n", - "[04.02|15:09:01] JOB reoptimize SUCCESSFUL\n" + "[12.09|16:11:00] JOB reoptimize STARTED\n", + "[12.09|16:11:00] JOB reoptimize RUNNING\n", + "[12.09|16:11:02] JOB reoptimize FINISHED\n", + "[12.09|16:11:02] JOB reoptimize SUCCESSFUL\n" ] } ], @@ -443,7 +416,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 14, "id": "2827ecc5-5d38-4ea3-aebd-e6213cac349f", "metadata": {}, "outputs": [ @@ -452,17 +425,13 @@ "text/markdown": [ "| Conformer Id | ΔE [kcal/mol] | Pop. (T = 298 K) |\n", "|--------------|---------------|------------------|\n", - "| 1 | 0.00 | 0.270 |\n", - "| 2 | 0.11 | 0.225 |\n", - "| 3 | 0.41 | 0.134 |\n", - "| 4 | 0.63 | 0.093 |\n", - "| 5 | 0.91 | 0.058 |\n", - "| 6 | 0.97 | 0.052 |\n", - "| 7 | 1.02 | 0.048 |\n", - "| 8 | 1.14 | 0.039 |\n", - "| 9 | 1.19 | 0.036 |\n", - "| 10 | 1.41 | 0.025 |\n", - "| 11 | 1.57 | 0.019 |" + "| 1 | 0.00 | 0.540 |\n", + "| 2 | 0.64 | 0.184 |\n", + "| 3 | 0.84 | 0.131 |\n", + "| 4 | 1.09 | 0.086 |\n", + "| 5 | 1.82 | 0.025 |\n", + "| 6 | 1.90 | 0.022 |\n", + "| 7 | 2.25 | 0.012 |" ], "text/plain": [ "" @@ -478,13 +447,13 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 16, "id": "99e92794-d0b9-4a54-8797-d8266ceaf800", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -494,7 +463,7 @@ } ], "source": [ - "plot_conformers(reoptimize_job, 4, temperature=temperature, unit=unit, lowest=True)" + "reoptimize_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True);" ] }, { @@ -511,7 +480,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 17, "id": "e8335c0f-4c0e-4160-b3fd-c4878cc90744", "metadata": {}, "outputs": [ @@ -519,10 +488,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "[04.02|15:09:02] JOB score STARTED\n", - "[04.02|15:09:02] JOB score RUNNING\n", - "[04.02|15:09:05] JOB score FINISHED\n", - "[04.02|15:09:05] JOB score SUCCESSFUL\n" + "[12.09|16:11:09] JOB score STARTED\n", + "[12.09|16:11:09] JOB score RUNNING\n", + "[12.09|16:11:10] JOB score FINISHED\n", + "[12.09|16:11:10] JOB score SUCCESSFUL\n" ] } ], @@ -541,7 +510,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 18, "id": "dc272e99-d9f8-47d1-bb95-fd8f44d662d2", "metadata": {}, "outputs": [ @@ -550,17 +519,13 @@ "text/markdown": [ "| Conformer Id | ΔE [kcal/mol] | Pop. (T = 298 K) |\n", "|--------------|---------------|------------------|\n", - "| 1 | 0.00 | 0.373 |\n", - "| 2 | 0.34 | 0.209 |\n", - "| 3 | 0.40 | 0.188 |\n", - "| 4 | 0.70 | 0.114 |\n", - "| 5 | 1.06 | 0.063 |\n", - "| 6 | 1.85 | 0.016 |\n", - "| 7 | 1.89 | 0.015 |\n", - "| 8 | 2.41 | 0.006 |\n", - "| 9 | 2.48 | 0.006 |\n", - "| 10 | 2.59 | 0.005 |\n", - "| 11 | 2.73 | 0.004 |" + "| 1 | 0.00 | 0.654 |\n", + "| 2 | 0.89 | 0.146 |\n", + "| 3 | 0.93 | 0.136 |\n", + "| 4 | 1.70 | 0.037 |\n", + "| 5 | 2.12 | 0.018 |\n", + "| 6 | 2.60 | 0.008 |\n", + "| 7 | 4.01 | 0.001 |" ], "text/plain": [ "" @@ -576,13 +541,13 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 19, "id": "ea4b2f12-b8be-4e29-a13e-ba5d6f2a3919", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -592,7 +557,7 @@ } ], "source": [ - "plot_conformers(score_job, 4, temperature=temperature, unit=unit, lowest=True)" + "score_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True);" ] }, { @@ -619,7 +584,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 20, "id": "7c103353-1f22-49f4-9219-808338c4808b", "metadata": {}, "outputs": [ @@ -627,10 +592,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "[04.02|15:09:05] JOB filter STARTED\n", - "[04.02|15:09:05] JOB filter RUNNING\n", - "[04.02|15:09:06] JOB filter FINISHED\n", - "[04.02|15:09:06] JOB filter SUCCESSFUL\n" + "[12.09|16:11:15] JOB filter STARTED\n", + "[12.09|16:11:15] JOB filter RUNNING\n", + "[12.09|16:11:15] JOB filter FINISHED\n", + "[12.09|16:11:15] JOB filter SUCCESSFUL\n" ] } ], @@ -646,7 +611,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 21, "id": "1eebf8e6-cea4-4e0b-a6bd-b297d268d6e8", "metadata": {}, "outputs": [ @@ -655,10 +620,9 @@ "text/markdown": [ "| Conformer Id | ΔE [kcal/mol] | Pop. (T = 298 K) |\n", "|--------------|---------------|------------------|\n", - "| 1 | 0.00 | 0.421 |\n", - "| 2 | 0.34 | 0.236 |\n", - "| 3 | 0.40 | 0.213 |\n", - "| 4 | 0.70 | 0.129 |" + "| 1 | 0.00 | 0.699 |\n", + "| 2 | 0.89 | 0.156 |\n", + "| 3 | 0.93 | 0.145 |" ], "text/plain": [ "" @@ -674,15 +638,15 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 22, "id": "2c2d5d51-c9e2-4853-b81d-c41794ea8f33", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -690,7 +654,7 @@ } ], "source": [ - "plot_conformers(filter_job, 4, temperature=temperature, unit=unit, lowest=True)" + "filter_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True);" ] }, { @@ -730,7 +694,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.16" + "version": "3.9.23" } }, "nbformat": 4, diff --git a/examples/ConformersMultipleMolecules/conformers.ipynb b/examples/ConformersMultipleMolecules/conformers.ipynb index ac7e20f1e..b745024a9 100644 --- a/examples/ConformersMultipleMolecules/conformers.ipynb +++ b/examples/ConformersMultipleMolecules/conformers.ipynb @@ -20,15 +20,22 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 1, "id": "ef15ca62-da46-45ef-aeda-8a22f3eecdac", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "PLAMS working folder: /home/benedini/PLAMS/examples/ConformersMultipleMolecules/plams_workdir.003\n" + ] + } + ], "source": [ "import scm.plams as plams\n", "import sys\n", - "from scm.conformers import ConformersJob\n", - "from scm.conformers.plams.plot import plot_conformers\n", + "from scm.plams import ConformersJob\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import os\n", @@ -53,7 +60,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -121,7 +128,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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BPDSt/T5arZYTJ05w8uhR7ty+jVavR6VQYO/ggH9gICEhIcWVkb9iY3NvSoSlxgylUmmZawwdHBzYvXs3CxYsYOHChURHRwPQvn17Vq5cyZAhQyzaL2pWDoyNjaVjx45s3bqVF154odR7unTpwpnYWO7alH8eyX3GarX87ubGO9OnF/+Xk5PD7t27OXnsGAaDgQi5nACpFAeJhAIhuCoEG4uKMEoktPH3p1v37g/1O8bHxzN//vxHrvOrCoQQ3L17F5lMZpEmQ2mYlQP379+Po6MjPXv2LPOeQYMGcSgmBpMQSM0spJtIpaRnZRVPQ09KSmLp4sWodTqmymS8bmeHdylv71whWGkwMP/cOb794w9eGzqUNm3aFF9PT09HLpdbtAurPEgkkhJrLKoCs/Ky0WhELpc/svakVCoRgLECldtAqRR9URFpaWkkJyezYP58Wur1XFSrmaVSlSoegKtEwiSlkos2NvSRSFixfDnnzp0rvp6UlESLFi3K/DxbM2YJGBgYSE5OziNXnG7ZsgWZTMZuk/ljasEyGc5SKYcOHWLZ4sX4C8FutZpa5Swz1BIJ61Uq+isURK9aRUpKCjqdjvPnzxev6H3aMKsMNJlMNG3aFB8fH7Zt2/ZQB/PevXvp3r07Xp6etM3K4lczOqDvM1mrZa7JhFoI4m1s8KhAga8VgjZaLXZ+fjT+c91eYmJilU6wfWKYu63F3r17hUqlEu3btxc///yzyMrKEpcvXxYzZ84UarVaPPfcc2LBggVCAuKanZ0QDg5m/a7Y2go5iLcUCrPDPvibp1IJqUQi1Gq1GDJkiLnJtBoq1JA/fPgwU6ZM4fDhw8X/OTg4MHr0aD777DOMRiMNfHxoWVDAdqUSlRmVmbUGA5FaLRdtbWlRifV0uUJQJz8fqZ0dycnJuLq6VthWdaZSXWnnz5/nypUrqNVqQkNDS7SNDh06RLewMJ4H1qpU2JRTxHCNBp0QHLJAtXu0VsvOWrVISk2ttK3qSpUOJ/3+++8MfPllWhmNfCaXEy6TlT2wKgTrioqI0moZolDwvQVqjF/p9XyqUHDn7t1K26quVOm0woiICPYdOEB+w4Z0LyykhV7Pt3o9F41GbplMJJtMHDcamaTVUlerZbROh9rWFks1ee2Bu392eT2tVPm80Pbt23M+Lo79+/cT0K8fk4uKaKnR4FVQQP2CAoI1Glbb2fHGpEnEx8fTpFkzLJVf8oTA0c7O4lt7VCcey6w0iURCaGgooaGhZGRkcPXqVXJyclAoFLi4uODv71/cyPby8eHChQsWifeCEHjVqWMRW9WVxz6t0MPD46FR6gcZMnQoL//6K2flcvwrUQvNFoKfjEY+KGPrj6eFarfE2mAw0MDbm163b7O4EhWZ/+j1vGs0knLz5iNfGGun2q2NUCgUjImKItpkIqUC3XEAd4XgO5OJAQMHPtXiQTXMgXBvIUhQQABOWVkcUCpxNqMSYhCCPjodhxQKYo8fx8/Prwo9ffJUuxwI4O7uzn937uSGWk1XvZ4b5cyJeUIQodOxWwh+/uWXp148qKYCAvj5+XHw8GHu1KqFn1bLW1otF/9cTv1XUkwm3tPpaKrTcUylYtv27Tz33HOP2eMnQ7X8hD5IRkYGc+fOZcnChWTk5BCqVOIvBI4SCflCEA/8t6gIOxsbho4YwcSJE2ncuPGTdvuxUe0FvI9er2fTpk2sWrGCG0lJ5OXlYW9vj3vt2gwaPJjBgweXOSfmacZqBKyhdKptGVhD+agR0MqpEdDKqRHQyqkR0MqpEdDKqRHQyqkR0MqpEdDKqRHQyqkR0MqpEdDKqRHQyqkR0MqpEdDKqRHQyqkR0MqpEdDKqRHQyqkR0MqpEdDKqRHQyqkR0MqpEdDKqRHQyqkR0MqpEdDKqRHQyqkRsIoQQqDX66s8nhoBLczp06cZOnQotra2qFQqPDw8mD59OqlVtN1XzfIyC7JhwwYGDx6Mj48PI0eOxNvbmzNnzrBy5UpsbGzYvXu35Zd9P9a9EZ9i4uPjhVKpFJGRkUKv15e4lp6eLlq3bi2aNGkiioqKLBpvtRMwJydHzJkzR4SFhYmOHTuKoUOHipiYGGEymZ60a4/knXfeEa6urkKj0ZR6/dixYwIQW7ZssWi81eoTum/fPvr164dGo+GFF17AxcWFmJgYEhISGDRoEKtWrbLogSDl5fTp08TGxnL79m0AXFxcCA4OJjAwsPieFi1a0LVrVxYtWlSmnfLcYzYWfR0qwZUrV4S9vb3o3r27SEtLK/7faDSK6OhooVAoRFRU1GPzp7CwUKxatUqEtG8vACGTSISbQiFqKRRCJpEIQAS3aydWrlwpNBqNaNCggZg+ffojbT7zzDNi2LBhFvWz2ggYFRUlateuLfLz80u9/vnnnwuFQlFC3PJw7tw5sXnzZrF9+3ZRUFBQrjD79+8X7q6uAhDPKZVis1otDPb2xds5F9nbi/+zsRHPK5UCELVcXET79u3FM888U6bN27dvC1tbW/Hpp5+a5f/fUW0EdHZ2fuQbnJOTIxQKhZg/f3657O3bt0906NBBAMU/FxcXMWPGjIcqGQ+yadMmoZTLRZhCIa6UY8/vq3Z2ortCIWRSqQDEjh07SrX7r3/9S8jlcpGamlou/8tLtRCwqKhIAGLp0qWPvM/T01N8+OGHf2tv+/btQqFQiJCQELF582aRkZEhLly4ICZPniwUCoXo27dvqbXBgwcPCpVCIQYoFEL3QI77u5/e3l68IpcLmUwmbG1txdy5c0Vubq4QQoikpCQxfvx4AZTLd3OpFgIKIYSbm5uYPHlymdczMjKEXC4XCxcufKQdg8Eg6tatK3r06FFqTvvtt98EIKKjox8K51OnjuiqUAitGeLd/+ns7UVXhULY2tgImUwmlEqlcHd3FxKJRDg6OoovvviiSmrS1UbAiRMnCjc3N3Hnzp1Sr8+aNUuoVCqRlZX1SDubNm0SgDh9+nSZ94SHh4tOnTqV+G/z5s0CECdtbSt81MFZW1sBiEWLFol58+aJTz75RKxatUrcvXvX7OdRXqqNgImJicLZ2Vl06tRJXLt2rfh/vV4vFi5cKGQy2SNz6H1mzpwpvL29H3nP119/LdRqdYn/ngsPFyFKZaXOqhAODqKzUinCQkMr9AwqwmPfsbc0hBBcv36dDh06sGfPnuKzb93d3Tlw4ACZmZk0adKEXr16IYR45B7YUqkUg8HwyPsMBgOyB3YDjo+PZ+eePay2wE75/5RKiTxwgEuXLtGiRYtK2/s7nriAsbGxjB49mgsXLuDp6UlISAgGg4GUlBSuX7+Oi4sL9erVIyUlhWeffZa2bduydOlS2rVrV6q90NBQPv74Y/7zn/+g0+lISUnBZDLh4uJC27ZtCQ4O5qeffipxvu3Zs2cBeFFe+ccR8aeNs2fPPt0Cmkwm3nvvPT7//HN8fHyIioqicePGZeYak8nElStX+O233wgODuajjz5ixowZJe4/c+YMa9asQSqVMmXKFGxtbalVqxYSiYT8/Hyys7OBe5uwT5kyBZPJhFQqJScnBwBnC6TLAZBLJMW9NlXNExFQCMGYMWNYtmwZL7zwAt26dSvxSSsNqVRK8+bNady4Mdu3b2fmzJlkZ2cze/ZsdDodH3zwAbNnz8bV1ZUXX3wRf3//YvHuk5+fz5UrVzh06BBffvklx44dY/ny5cVxm4CKb7P+Z9q4d/Te36XHUjwRAWfPns3SpUt59dVX6dChg1lh5XI5ERERODo6MmfOHLy8vFi3bh1nzpzhhRdeIDw8vMyHZ29vT7t27WjXrh2XL19mw4YN+Pv7M23aNAAyhcCrkmdM5AiB4F5/6ePgsXdmX7p0iYCAADp16kTfvn0rZWv9+vUcO3YMtVrNm2++iY+Pj1nhtVoty5cvJyUlBb1WyxylkvGV7CxfqNczzmDg+vXrZvtTER77iPyUKVNwcXEp8wxec+jbty92dnb4+PhU6GGp1WpGjRqFnZ0dJiGY92fttaIIIVggBH17934s4sFjFvD69ets3bqVsLAwiwwLqdVqwsPDuXr1KncreMBVZmYmOTk5NG3WjHiTiT1l7MtdHg4ajZzX64l6660K2zCXxyrg2rVrUalUtG3b1mI2g4ODgXs1UHMpKirixx9/xNPTk9GjR+Pt6clYg4GcCuTC20IwWquljrs74eHhZoevKFUu4OXLl9myZQu7du3iyJEj1KtX76GjWyuDra0tXl5eJCcnmx32+PHj3Lp1i8jISBQKBcNGjSJNoeAFrZZsM0TMEYIXtVqSpVJu371b4a9BRaiyWmhsbCzTpk3jwIED/4tMLi/RgLYU3t7eJCUlmRVGCEFMTAx+fn54e3sD986reH3sWJYuWkSIVsschYIXZTJkZdRMjUKwzWhkksFAqkLBkMGDWb58OWvWrCEqKoqsrCx27NhBdnY2Wq0WJycnfH19CQsLQ1qBs4FLo0oEPHDgAD179sTPz4/169fTpUsXbt++TVBQELa2thaPz87ODp1OZ1aYjIwMbt68+VBlql69eoyfNInoVavok5KCj0zGWJmMl+Ry3CQSJEA28IvBwAKjkWSjkfre3kwYNgx3d3datmzJokWLOBoby4b169EZDKikUtRSKXlFRQigUb16jH3rLUaMGIGbm1ul0m5xAU0mEyNHjiQ4OJjt27cXHytXp04dHBwcMFaiklAWRqPR7Df6/ie3UaNGD12rVasWE995h+TkZGJiYvjw5Ene/cskXYVMRkC7dvTv3Jl69eoVdxg0atSIX3/9lfy4OD6WyRhmZ1d8ErdJCI6aTCy4dYuZ06bxr3ff5YuvvmLChAkVSTZQBQLu3LmThIQE1qxZUyzefRo0aEBmZqaloyQjI8PsQ45v3bqFq6vrI78I9erVIzIykr59+3Lr1i00Gg0ANjY2eHl5YVfKOb9169ZFCMF/lUqa/6VDQSqR0FEmo6NMxhyTiU/0eiZOnEhycjKzZ8+u0EGVFhfw+PHjuLm5ERIS8tC14OBgNm7caNH4hBCkpKQU10bLi06nw8bGplz32tnZlfs0mPsvRMHf3OculfKtWk1jqZTxc+bg4eFR3CNkDhavhUqlUkxlHFbVvXt30tLSSElJsVh8CQkJ5OXl0bRpU7PCSaXSKvmcFxUVAaAo5/1vKZX8S6lk+vTpnDt3zuz4LC7g/QrL7t27H7oWERGBl5cXBw8etFh8Bw8exMPDgyZNmpgVrlatWmRlZVlcxPT0dCRAQzPK5PeVSrwUChYsWGB2fBYXsHPnzrRu3ZopU6Zw586dEtfkcjnh4eEcO3aMhISEv7VlNBpJTU0lJSWluPx5kEuXLnH27Fm6detmdvnh4+NDUVGRxRedJCcn01gux8EMfxQSCW9IJESvXk1ubq5Z8Vm8DJRIJERHRxcPvo4fP57Q0FCys7NZtWoVP/74Ix4eHqxbt44JEyZgb2//kA2j0cju3bs5fPhw8UugVCoJCAgonrGdm5vLjz/+iK+vr9nlH9wT0NbWllOnTlms37KoqIg/Tp9meAUqI68rFHys0bBmzRrGjRtX7nBV0hPTpk0bYmNj6dixI9OmTSMoKIiePXty7Ngx5s6dS0xMDACLFi0iLy+vRFij0cjy5cvZuXMnr7zyCvv27ePEiRN8+OGHJCUlMXfuXK5du8bChQspLCyscINYoVDQoUMHjh49ilarrXSaAU6dOkWeRsNYRXlLwP/hJZUSpFBw6tQps8JV+XBSdnY2SUlJ2NjY0KxZs+IHfv78ebp3745Go+Hll1/G398fgP379/Prr7/y+++/07NnzxK2bt26RceOHUlNTaV27dq89957jBkzhm7dutGrVy+zP6O3b9/ms88+IzAwkEGDBlUqnfn5+Xz52Wd0Nxj4uYJza14sLETVqxebN28ud5gqH9B1c3MrtbehVatWnDlzhjfffJMVK1bQoEEDOnbsyKFDh+jfv/9D4sG9zoCPP/6YoUOHsnHjRgICAsjNzWXq1KkUFhbSt2/fcvezCiFISEjAZDIRGxtLixYtil8iczEajaz78UdkWi3flbNpUqpPYPZL+MRXJwkh+O2335g7dy67du0C4KeffuLll18u9f7CwkJsbW1xd3cv0SkgkcpxcXGhX9/etGrV6pGf1tTUVLZu3cr58+cJCQnB29ubX375hddee42AgACz/DcYDPwQHc35c+f4P7W6UhOjgnQ6/F97jWXLlpU7zBOflSaRSOjduze9e/fmxIkTtG/fHvkjHsL96RK+vr507tyZzZt/oV7gMmxd2nPzzJssX74cJ2c3/Nu0xMfHp8SkppSUFC5fjuf69QSU6trY1wrl2PFDfPXVV8hkMlauXElISAh9+/YtVyP/+vXr/PDDD2RnZbFRpaqUeIkmE6f0esY+84xZ4Z54DnwQo9FIo0aN6NatG8uXLy/1np9//pmXX36ZDRs28OqrkdTyfYc6frOKr2tunyTr+lI02fvQ5l8rEVahcsHGORjXekNxqtMHkJB4KIzaLnmcPXuK6OhoJk2ahBCCoKAgAgMDqVu3bokX6u7duyQkJBAbG0tcXBz169cnOSmJa3Z21K/ECMM0nY7vVSpupqWZ1eFfrQQE+Pe//82sWbM4cODAQ82D3NxcOnXqhJOTE45Ozhw8nIhv12NIpaWP7hfpb2PQ3gJhRKZwRmHj/VAZo827xOV9Qcz99hvGjRvHjRs3WLBgAUuWLCErKwuZTIa7uzsymQyNRlM8XTA4OJioqCj69OlDfW9vxhkMfFrBcU6tEHhrtQx96y3mzJljVthqJ2BhYSHdu3fn3LlzTJo0icjISOzs7NixYwefffYZ2dnZrF27lhdffBFv/wW4NRhR6TiTjr+Kh/1lLl06XyywTqfjzJkznDx5koSEBAwGA46OjrRp04agoKASoxhvv/0238+bx36ViiAzpxMKIYjS6fjeaOTipUtmdwlWOwEBCgoKmD59OitXriQ/Px+4V1ZKpVLOnj3Lrl27eGfyNFo+fwupvPLji3lp20iM7UdcXBzNmjUzO7xGo6Hbs8+SeOYM2xUKAsopohCC9/R6PtXrWbp0KaNGjTI77mq5T4ydnR3z5s0jNTWVHTt28Pvvv7N69WqMRiO5ubmcOHECW6c2FhEPwNa1PQAnT56sWHhbW379/Xe8/fwI1elYotej+Zt8ccVkIlKn41O9ni+//LJC4kE1zYGlYTKZaNq0KU2aNCEzK4drGc2o126JxezH7ajP9Klj+eCDDypsIz8/n9EjR7Jh40acZDJGSCQMVyjwkUpRA3eEINZoZIHJxC69nlouLsz97jteffXVCsdZLXNgaUilUr799lt27NjB1avxSMqouFTYvkyFwWColA17e3vWbdhAfHw8b0yaxGo7O/w1Glzz87HNz8eroIB/aLUU+PuzZs0aUlJTKyUeWFEOvM+WLVsYMPAV1C49adhhnUVsCmHi4n89+OzTD5g8ebJFbMK9md9HjhwhOzubwsJCnJ2dadSoES1btrRYHE+8IW8uvXv35s0xb/D9sl8sZlOXH49Bn292L8zfoVarCQsLs6jNv2I1n9AH6dSpE4X5SWjzr1rE3t2MHchk8hIb91gLVilg7969cXZxI/va95W2JYSJO8lLeOmllx7biiJLYpUCqtVqxkWNJSfpe7R3L1fKVvb1pRTkXmbixIpP7XuSWF0l5j6FhYW0bh1A+h1HGj2zE6nM/GEc7d044g90YsTwSL7/vvK5+UlgtQLCvSmMnTuHIlX64OjVH7W9L05eLyGTPzxN469o8y5x/WgEDeu5Eht7CEdHx8fgseWxyk8oQF5eHrNnz8Zg0GHSJ1GUvYSU028Qt6MRGfHflrnOTwgjmQnfcfXAMzSs58qePTutVjyg+uxWaA5arVZ07txZODo6isWLFxdvkHft2jURFRUlAOHeeKLw76sRAf20ok3vXNG06yFRx+9jYeNQXwBi3LhxVboBz+PCKgVcs2aNAERMTEyp1ydPniykUqmQSBVCoXQQEsm9jeiUSpUYNmyYOH78+GP2uOqwyjKwS5cuqNVqdu7cWer1zMxMvL29iYiIoFOnTjg4OODv70+bNm3KPZ3eWrC6nhiAq1evEhUVVeZ1d3d3/Pz8qF27Nu+8885j9OzxY5WVGLVaXbw5T2kIIbh9+/ZTl9tKwyoF7NWrF2vXri3zYI39+/eTlJREr169HrNnT4AnXAZXiAsXLgi5XC6GDx8uDAZDiWs3btwQTZs2Fa1bt672O91bAqusxAD88MMPDBs2jPr16zNixAi8vLw4fvw40dHRuLi4sGfPnnKv6bNqnvQbVBlOnDghhgwZImxsbAQg6tatK95//32Rnp7+pF17bFhtDnwQIQRGo/GRE4KfVp4KAf9/xiproTX8jxoBrZwaAa2cGgGtnBoBrZwaAa2cGgGtnBoBrZwaAa2cGgGtnBoBrZz/B1Ih6YxuW979AAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -160,8 +167,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Largest distance between atoms: 8.397 ang.\n", - "Radius: 5.584 ang.\n" + "Largest distance between atoms: 9.909 ang.\n", + "Radius: 6.589 ang.\n" ] } ], @@ -225,16 +232,16 @@ "name": "stdout", "output_type": "stream", "text": [ - "[04.02|15:45:58] JOB conformers STARTED\n", - "[04.02|15:45:58] JOB conformers RUNNING\n", - "[04.02|15:57:08] JOB conformers FINISHED\n", - "[04.02|15:57:08] JOB conformers SUCCESSFUL\n" + "[12.09|16:12:17] JOB conformers STARTED\n", + "[12.09|16:12:17] JOB conformers RUNNING\n", + "[12.09|16:16:13] JOB conformers FINISHED\n", + "[12.09|16:16:14] JOB conformers SUCCESSFUL\n" ] }, { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -258,7 +265,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Conformers stored in /path/plams/examples/ConformersMultipleMolecules/plams_workdir/conformers/conformers.rkf\n" + "Conformers stored in /home/benedini/PLAMS/examples/ConformersMultipleMolecules/plams_workdir.003/conformers/conformers.rkf\n" ] } ], @@ -292,7 +299,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -302,7 +309,7 @@ } ], "source": [ - "plot_conformers(job);" + "job.results.plot_conformers();" ] }, { @@ -315,7 +322,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 11, "id": "06e46173-21c6-498f-934e-8f46f79a23bb", "metadata": {}, "outputs": [], @@ -333,36 +340,36 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 12, "id": "59356073-ff88-413f-b3bc-a55d751533fb", "metadata": {}, "outputs": [ { "data": { "text/markdown": [ - "| Conformer Id | E | P |\n", - "|--------------|--------|-------|\n", - "| 1 | 0.00 | 0.036 |\n", - "| 2 | 0.01 | 0.035 |\n", - "| 3 | 0.03 | 0.034 |\n", - "| 4 | 0.03 | 0.034 |\n", - "| 5 | 0.08 | 0.031 |\n", - "| 6 | 0.13 | 0.029 |\n", - "| 7 | 0.15 | 0.028 |\n", - "| 8 | 0.18 | 0.026 |\n", - "| 9 | 0.22 | 0.024 |\n", - "| 10 | 0.23 | 0.024 |\n", - "| ... | ... | ... |\n", - "| 1807 | 135.93 | 0.000 |\n", - "| 1808 | 137.12 | 0.000 |\n", - "| 1809 | 138.93 | 0.000 |\n", - "| 1810 | 139.38 | 0.000 |\n", - "| 1811 | 140.51 | 0.000 |\n", - "| 1812 | 143.04 | 0.000 |\n", - "| 1813 | 148.33 | 0.000 |\n", - "| 1814 | 152.45 | 0.000 |\n", - "| 1815 | 164.99 | 0.000 |\n", - "| 1816 | 201.42 | 0.000 |" + "| Conformer Id | E | P |\n", + "|--------------|---------|-------|\n", + "| 1 | 0.00 | 0.077 |\n", + "| 2 | 0.01 | 0.076 |\n", + "| 3 | 0.01 | 0.076 |\n", + "| 4 | 0.07 | 0.069 |\n", + "| 5 | 0.10 | 0.065 |\n", + "| 6 | 0.15 | 0.059 |\n", + "| 7 | 0.21 | 0.054 |\n", + "| 8 | 0.23 | 0.052 |\n", + "| 9 | 0.31 | 0.046 |\n", + "| 10 | 0.32 | 0.045 |\n", + "| ... | ... | ... |\n", + "| 940 | 931.03 | 0.000 |\n", + "| 941 | 954.43 | 0.000 |\n", + "| 942 | 998.90 | 0.000 |\n", + "| 943 | 1195.50 | 0.000 |\n", + "| 944 | 1226.73 | 0.000 |\n", + "| 945 | 1256.35 | 0.000 |\n", + "| 946 | 1273.11 | 0.000 |\n", + "| 947 | 1285.97 | 0.000 |\n", + "| 948 | 1307.95 | 0.000 |\n", + "| 949 | 1311.18 | 0.000 |" ], "text/plain": [ "" @@ -428,7 +435,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.16" + "version": "3.9.23" } }, "nbformat": 4, diff --git a/src/scm/plams/__init__.py b/src/scm/plams/__init__.py index 96bf256a1..807127ecb 100644 --- a/src/scm/plams/__init__.py +++ b/src/scm/plams/__init__.py @@ -15,12 +15,12 @@ add_to_class, add_to_instance, config, - get_config, config_context, - jobs_in_directory, delete_job, finish, + get_config, init, + jobs_in_directory, load, load_all, log, @@ -52,6 +52,7 @@ AMSWorkerPool, AMSWorkerResults, ) +from scm.plams.interfaces.adfsuite.conformers import ConformersJob, ConformersResults from scm.plams.interfaces.adfsuite.crs import CRSJob, CRSResults from scm.plams.interfaces.adfsuite.densf import DensfJob, DensfResults from scm.plams.interfaces.adfsuite.fcf import FCFJob, FCFResults @@ -59,7 +60,10 @@ ForceFieldPatch, forcefield_params_from_kf, ) -from scm.plams.interfaces.adfsuite.inputparser import get_system_blocks_as_molecules_from_input, input_to_settings +from scm.plams.interfaces.adfsuite.inputparser import ( + get_system_blocks_as_molecules_from_input, + input_to_settings, +) from scm.plams.interfaces.adfsuite.quickjobs import ( preoptimize, refine_density, @@ -87,16 +91,16 @@ gen_coords_rdmol, get_backbone_atoms, get_conformations, + get_reaction_image, get_substructure, modify_atom, partition_protein, readpdb, + to_image, to_rdmol, to_smiles, writepdb, yield_coords, - to_image, - get_reaction_image, ) from scm.plams.interfaces.thirdparty.cp2k import Cp2kJob, Cp2kResults, Cp2kSettings2Mol from scm.plams.interfaces.thirdparty.crystal import CrystalJob, mol2CrystalConf @@ -144,23 +148,21 @@ distance_array, rotation_matrix, ) +from scm.plams.tools.job_analysis import JobAnalysis from scm.plams.tools.kftools import KFFile, KFHistory, KFReader from scm.plams.tools.periodic_table import PT, PeriodicTable -from scm.plams.tools.table_formatter import format_in_table -from scm.plams.tools.job_analysis import JobAnalysis from scm.plams.tools.plot import ( get_correlation_xy, plot_band_structure, - plot_phonons_band_structure, - plot_phonons_dos, - plot_phonons_thermodynamic_properties, plot_correlation, plot_grid_molecules, plot_molecule, plot_msd, + plot_phonons_band_structure, + plot_phonons_dos, + plot_phonons_thermodynamic_properties, plot_work_function, ) -from scm.plams.tools.view import view, ViewConfig from scm.plams.tools.reaction import ReactionEquation from scm.plams.tools.reaction_energies import ( balance_equation, @@ -168,7 +170,9 @@ get_stoichiometry, reaction_energy, ) +from scm.plams.tools.table_formatter import format_in_table from scm.plams.tools.units import Units +from scm.plams.tools.view import ViewConfig, view from scm.plams.trajectories.dcdfile import DCDTrajectoryFile from scm.plams.trajectories.rkffile import ( RKFTrajectoryFile, @@ -368,4 +372,6 @@ "AMSRedoxDirectJob", "AMSRedoxScreeningJob", "AMSRedoxThermodynamicCycleJob", + "ConformersResults", + "ConformersJob", ] diff --git a/src/scm/plams/interfaces/adfsuite/conformers.py b/src/scm/plams/interfaces/adfsuite/conformers.py new file mode 100644 index 000000000..e3482c8e4 --- /dev/null +++ b/src/scm/plams/interfaces/adfsuite/conformers.py @@ -0,0 +1,280 @@ +import math +import os +import re +from os.path import join as opj +from pathlib import Path +from typing import List + +import numpy as np + +from scm.plams.core.basejob import Job, Results, SingleJob +from scm.plams.core.functions import ( + read_all_molecules_in_xyz_file, + requires_optional_package, +) +from scm.plams.core.settings import Settings +from scm.plams.mol.molecule import Molecule +from scm.plams.tools.kftools import KFFile +from scm.plams.tools.plot import plot_molecule +from scm.plams.tools.units import Units + +from .ams import AMSJob, AMSResults + +__all__ = ["ConformersJob", "ConformersResults"] + + +class ConformersCollection: + "in memory conformers collection" + + def __init__(self, path_in: str): + path = Path(path_in) + if path.is_dir(): + path = path / "conformers.xyz" + if not path.name.endswith("conformers.xyz"): + raise ValueError(f"{path=} not valid") + + assert path.exists() + molecules = read_all_molecules_in_xyz_file(path) + for m in molecules: + m.properties = self.parse_comment(m.properties.pop("comment", "")) + self.molecules = list(sorted(molecules, key=lambda m: m.properties["Energy in kcal/mol"], reverse=False)) + + @property + def energies(self): + return list(map(lambda m: m.properties["Energy in kcal/mol"], self.molecules)) + + @property + def relative_energies(self): + en = self.energies + min_en = min(en) + return [e - min_en for e in en] + + def parse_comment(self, c: str): + pairs = re.findall(r"([^:]+):\s*([^\s]+)", c) + result = {key.strip(): value for key, value in pairs} + for k, v in result.items(): + if v.isdigit(): + result[k] = int(v) + else: + try: + result[k] = float(v) + except ValueError: + pass # leave as string + return result + + def __str__(self): + """ + Print conformer info + """ + block = "%9s %20s\n" % ("Conformer", "Energy [kcal/mol]") + min_energy = None + if len(self.molecules) > 0: + min_energy = min(self.energies) + for i in range(len(self.molecules)): + block += "%9i %20.6f\n" % ( + i, + self.energies[i] - min_energy, + ) + return block + + +class ConformersResults(Results): + """ + A specialized |Results| subclass for accessing the results of ConformersJob. + Conformers are sorted by energy, from lowest to highest. + """ + + rkfname = "conformers.rkf" + + def __init__(self, *args, **kwargs): + Results.__init__(self, *args, **kwargs) + self._conformers = None + self.rkf = None + + def rkfpath(self) -> str: + """Absolute path to the 'conformers.rkf' results file""" + return opj(self.job.path, self.rkfname) + + def get_lowest_conformer(self) -> Molecule: + """Return the conformer with the lowest energy""" + return self._conformers[0] + + def get_conformers(self) -> List[Molecule]: + """ + Return a list containing all conformers found. + The conformers are sorted according to their energy, the first element being the lowest energy conformer. + """ + return self._conformers.molecules + + def get_relative_energies(self, unit="au") -> List[float]: + """ + Return the relative energies of the conformers i.e. the energy of the conformer minus the energy of the lowest conformer found. + This list is sorted according to the energy of the conformers, the first element corresponding to the lowest energy conformer. + So, by definition, the first element will have an energy of 0. + """ + e = self._conformers.relative_energies + return Units.convert(e, "kcal/mol", unit) + + def get_energies(self, unit="au") -> List[float]: + """ + Return the energies of the conformers. + This list is sorted according to the energy of the conformers, the first element corresponding to the lowest energy conformer. + """ + e = self._conformers.energies + return Units.convert(e, "kcal/mol", unit) + + def get_lowest_energy(self, unit="au") -> float: + """Return the energy of the lowest-energy conformer.""" + return Units.convert(self._conformers.energies[0], "kcal/mol", unit) + + def get_boltzmann_distribution(self, temperature: float) -> List[float]: + """ + Return the Boltzmann distribution at a given temperature: exp^(E_i/kB*temperature) / (sum_j exp^(E_j/kB*temperature)), where E_i is the energy of conformer i. + This list is sorted according to the energy of the conformers, the first element corresponding to the lowest energy (and highest probability) conformer. + The temperature is in Kelvin. + """ + if temperature <= 0: + raise ValueError(f"temperature ({temperature}) should be a positive number.") + kB = 3.166819e-6 # Hartree / Kelvin + weights = [math.exp(-e / (kB * temperature)) for e in self.get_relative_energies()] + denominator = sum(weights) + dist = [w / denominator for w in weights] + return dist + + def __str__(self): + return str(self._conformers) + + def get_energy_landscape(self): + el = AMSResults.EnergyLandscape(None) + for energy, mol in zip(self.get_energies(), self.get_conformers()): + state = AMSResults.EnergyLandscape.State(el, None, energy, mol, 1, False) + el._states.append(state) + return el + + def collect(self): + """Collect files present in the job folder. + + Use parent method from |Results| to get a list of all files in the results folder. + Then instantiate ``self.rkf`` to be a |KFFile| instance for the main ``conformers.rkf`` output file. + Also instantiate ``self._conformers`` to be a Conformers instance built from it. + + This method is called automatically during the final part of the job execution and there is no need to call it manually. + """ + Results.collect(self) + + if self.rkfname in self.files: + rkf_path = opj(self.job.path, self.rkfname) + self.rkf = KFFile(rkf_path) + self._conformers = ConformersCollection(self.job.path) + + @requires_optional_package("matplotlib") + def plot_conformers(self, indices=None, temperature=298, unit="kcal/mol", lowest=True): + """ + Function for plotting conformers + + indices: None, int or list of int + If None, will plot at most 3 conformers. + + If int, will plot at most the given number of conformers. + + If list of int (zero-based indices), plot those conformers. + + temperature: float + Temperature for relative population (printed above the figure). + + unit: str + Unit for relative energies (printed above the figure) + + lowest: bool + Only used if ``indices`` is an integer. If True, plot the N lowest energy conformers. If False, plot conformers evenly distributed from the most stable to the least stable. + + """ + import matplotlib.pyplot as plt + + molecules = self.get_conformers() + energies = self.get_relative_energies(unit) + populations = self.get_boltzmann_distribution(temperature) + + if isinstance(indices, int): + N_plot = min(indices, len(energies)) + if lowest: + indices = list(range(N_plot)) + else: + indices = np.linspace(0, len(energies) - 1, N_plot, dtype=np.int32) + if indices is None: + indices = list(range(min(3, len(energies)))) + + fig, axes = plt.subplots(1, len(indices), figsize=(12, 3)) + if len(indices) == 1: + axes = [axes] + + for ax, i in zip(axes, indices): + mol = molecules[i] + E = energies[i] + population = populations[i] + + plot_molecule(mol, ax=ax) + ax.set_title(f"#{i+1}\nΔE = {E:.2f} {unit}\nPop.: {population:.3f} (T = {temperature} K)") + + return axes + + +class ConformersJob(SingleJob): + + _result_type = ConformersResults + _command = "conformers" + + def __init__(self, name="conformers", molecule=None, **kwargs): + Job.__init__(self, name=name, **kwargs) + + if molecule is None: + self.molecule = None + elif isinstance(molecule, Molecule): + self.molecule = molecule.copy() + else: + raise NotImplementedError("TODO: Implement multiple molecules input.") + + def check(self): + return True + + def get_input(self): + sett = self.settings.copy() + + # If there are references to ConformersResults in the settings, expand them into full paths: + def expand_results_into_paths(s): + for k, v in s.items(): + if isinstance(v, Settings): + expand_results_into_paths(v) + elif isinstance(v, ConformersResults): + s[k] = v.rkfpath() + elif isinstance(v, list) and any([isinstance(x, ConformersResults) for x in v]): + s[k] = [x.rkfpath() if isinstance(x, ConformersResults) else x for x in v] + + expand_results_into_paths(sett) + + return AMSJob(settings=sett, molecule=self.molecule).get_input() + + def get_runscript(self): + ret = "" + if "preamble_lines" in self.settings.runscript: + for line in self.settings.runscript.preamble_lines: + ret += f"{line}\n" + ret += 'AMS_JOBNAME="{}" AMS_RESULTSDIR=. $AMSBIN/conformers'.format(self.name) + if "nproc" in self.settings.runscript: + ret += " -n {}".format(self.settings.runscript.nproc) + ret += ' <"{}"'.format(self._filename("inp")) + if self.settings.runscript.stdout_redirect: + ret += ' >"{}"'.format(self._filename("out")) + ret += "\n\n" + return ret + + @classmethod + def load_external(cls, path, settings=None, molecule=None, finalize=False, jobname=None): + """ + Load an external job from *path*. + """ + if os.path.basename(path)[-4:] == ".rkf": + path = os.path.dirname(path) + # molecule = molecule or Molecule.read_userin(path + "/conformers.rkf", program="conformers") + ret = super().load_external(path, settings, molecule, finalize, jobname) + return ret diff --git a/src/scm/plams/recipes/adfcosmorsconformers.py b/src/scm/plams/recipes/adfcosmorsconformers.py index cea132897..b8dc52e08 100644 --- a/src/scm/plams/recipes/adfcosmorsconformers.py +++ b/src/scm/plams/recipes/adfcosmorsconformers.py @@ -1,12 +1,13 @@ -from scm.plams.interfaces.adfsuite.ams import AMSJob -from scm.plams.tools.kftools import KFFile -from scm.plams.mol.molecule import Molecule +import os + +from scm.plams import ConformersJob from scm.plams.core.basejob import MultiJob from scm.plams.core.results import Results from scm.plams.core.settings import Settings -from scm.conformers import ConformersJob +from scm.plams.interfaces.adfsuite.ams import AMSJob +from scm.plams.mol.molecule import Molecule from scm.plams.recipes.adfcosmorscompound import ADFCOSMORSCompoundJob -import os +from scm.plams.tools.kftools import KFFile class ADFCOSMORSConfFilter: From 63817984a4acc848eec7dd393e125bb51985b273 Mon Sep 17 00:00:00 2001 From: Giulio Benedini Date: Fri, 12 Sep 2025 16:53:10 +0200 Subject: [PATCH 2/8] black formatting --- examples/ConformersGeneration/conformers.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/ConformersGeneration/conformers.ipynb b/examples/ConformersGeneration/conformers.ipynb index 3d4206449..1d7302085 100644 --- a/examples/ConformersGeneration/conformers.ipynb +++ b/examples/ConformersGeneration/conformers.ipynb @@ -209,7 +209,7 @@ "\n", "\n", "def get_conformers(job: ConformersJob):\n", - " return job.results.get_conformers()\n" + " return job.results.get_conformers()" ] }, { From d42bd8c651218cdfb91e2c958d05990dd04f1ee3 Mon Sep 17 00:00:00 2001 From: Giulio Benedini Date: Mon, 15 Sep 2025 20:24:44 +0200 Subject: [PATCH 3/8] generate_example.sh updated some commands to uv switched to uv some commands such that you do not need to pollute the amspython with tools like black and nbconvert --- examples/generate_example.sh | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/examples/generate_example.sh b/examples/generate_example.sh index 6ca93b16d..919a17c79 100755 --- a/examples/generate_example.sh +++ b/examples/generate_example.sh @@ -52,24 +52,24 @@ nb_file="${name}.ipynb" echo "Using ipynb '${name}' for example generation" echo "Running black formatter for '${nb_file}'" -$AMSBIN/amspython -m black -t py38 -l 120 "${example_dir}/${nb_file}" +$AMSBIN/uv run --with black[jupyter] -m black -t py38 -l 120 "${example_dir}/${nb_file}" # create the .py file # remove any get_ipython calls (generated if a cell contains for example_dir !amsmovie) py_file="${name}.py" -$AMSBIN/amspython -m nbconvert --to python --stdout --no-prompt "${example_dir}/${nb_file}" | sed "1s# python# amspython#; /get_ipython/d" > "${example_dir}/${py_file}" +$AMSBIN/uv run --with nbconvert -m nbconvert --to python --stdout --no-prompt "${example_dir}/${nb_file}" | sed "1s# python# amspython#; /get_ipython/d" > "${example_dir}/${py_file}" echo "Generated the python file '${example_dir}/${py_file}'" echo "Running black formatter for '${py_file}'" -$AMSBIN/amspython -m black -t py38 -l 120 "${example_dir}/${py_file}" +$AMSBIN/uv run --with black -m black -t py38 -l 120 "${example_dir}/${py_file}" # create the .rst file # do this via markdown as this gives better control over the pandoc conversion e.g. the width of lines for tables md_file="${name}.md" rst_file="${name}.rst" rst_ipynb_file="${name}.ipynb.rst" -$AMSBIN/amspython -m nbconvert --Exporter.preprocessors="nbconvert_utils.PlamsPreprocessor" --to markdown "${example_dir}/${nb_file}" +$AMSBIN/uv run --with nbconvert -m nbconvert --Exporter.preprocessors="nbconvert_utils.PlamsPreprocessor" --to markdown "${example_dir}/${nb_file}" pandoc --from markdown --to rst --columns=2000 "${example_dir}/${md_file}" -o "${example_dir}/${rst_file}" # perform some post-manipulation From 312699748601feb6faaaed76117bb0c3b1d64b2d Mon Sep 17 00:00:00 2001 From: Giulio Benedini Date: Mon, 15 Sep 2025 20:28:07 +0200 Subject: [PATCH 4/8] run generate_example.sh as mentioned in https://github.com/SCM-NV/PLAMS/pull/319#discussion_r2348356620 --- CONTRIBUTING.md | 1 + .../cosmors_conformers.ipynb.rst | 34 ++-- .../ConformersGeneration/conformers.ipynb.rst | 148 +++++++----------- .../conformers_files/conformers_18_0.png | Bin 93371 -> 90124 bytes .../conformers_files/conformers_23_0.png | Bin 90746 -> 90816 bytes .../conformers_files/conformers_27_0.png | Bin 97667 -> 90355 bytes .../conformers_files/conformers_32_0.png | Bin 98826 -> 89041 bytes .../conformers_files/conformers_3_0.png | Bin 15162 -> 15216 bytes .../conformers.ipynb.rst | 75 ++++----- .../conformers_files/conformers_10_0.png | Bin 11501 -> 10095 bytes .../conformers_files/conformers_22_0.png | Bin 74084 -> 64744 bytes .../conformers_files/conformers_4_0.png | Bin 11176 -> 10397 bytes .../COSMORSConformers/cosmors_conformers.py | 2 +- .../ConformersGeneration.py | 55 ------- examples/ConformersGeneration/conformers.py | 37 +---- .../ConformersMultipleMolecules/conformers.py | 5 +- 16 files changed, 121 insertions(+), 236 deletions(-) delete mode 100644 examples/ConformersGeneration/ConformersGeneration.py diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 9bc4d2d8c..e0f0677f8 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -22,6 +22,7 @@ top of things. * Make commits of logical units * Make sure your commit messages are informative * Make sure you have added the necessary tests for your changes +* Add examples: take a look at the corresponding [README.md](./examples/README.md) ## Submitting Changes diff --git a/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst b/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst index da7d8305f..dfc0a6a01 100644 --- a/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst +++ b/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst @@ -8,14 +8,14 @@ Initial imports from scm.plams.recipes.adfcosmorsconformers import ADFCOSMORSConfJob, ADFCOSMORSConfFilter from scm.plams import Molecule, from_smiles, Settings, init, config, JobRunner - from scm.conformers import ConformersJob + from scm.plams import ConformersJob # this line is not required in AMS2025+ init(); :: - PLAMS working folder: /path/plams/examples/COSMORSConformers/plams_workdir + PLAMS working folder: /home/benedini/PLAMS/examples/COSMORSConformers/plams_workdir.002 .. code:: ipython3 @@ -80,21 +80,21 @@ Finally, we give this information to the ``ADFCOSMORSConfJob`` class. We also sp :: - [19.03|15:33:37] JOB plamsjob STARTED - [19.03|15:33:37] Waiting for job plamsjob to finish - [19.03|15:33:37] JOB plamsjob/conformers_uff STARTED - [19.03|15:33:37] JOB plamsjob/additional_1 STARTED - [19.03|15:33:37] JOB plamsjob/adf_conformers STARTED - [19.03|15:33:37] JOB plamsjob/adf_filter STARTED - [19.03|15:33:37] Waiting for job conformers_uff to finish - [19.03|15:33:37] Waiting for job adf_filter to finish - [19.03|15:33:37] Waiting for job additional_1 to finish - [19.03|15:33:37] Waiting for job adf_conformers to finish - [19.03|15:33:44] JOB plamsjob/conformers_uff SUCCESSFUL - [19.03|15:33:45] JOB plamsjob/additional_1 SUCCESSFUL - [19.03|15:43:18] JOB plamsjob/adf_conformers SUCCESSFUL - [19.03|15:43:19] JOB plamsjob/adf_filter SUCCESSFUL - [19.03|15:43:19] JOB plamsjob/replay STARTED + [12.09|16:17:48] JOB plamsjob STARTED + [12.09|16:17:48] Waiting for job plamsjob to finish + [12.09|16:17:48] JOB plamsjob/conformers_uff STARTED + [12.09|16:17:48] JOB plamsjob/additional_1 STARTED + [12.09|16:17:48] JOB plamsjob/adf_conformers STARTED + [12.09|16:17:48] JOB plamsjob/adf_filter STARTED + [12.09|16:17:48] Waiting for job adf_filter to finish + [12.09|16:17:48] Waiting for job conformers_uff to finish + [12.09|16:17:48] Waiting for job additional_1 to finish + [12.09|16:17:48] Waiting for job adf_conformers to finish + [12.09|16:17:52] JOB plamsjob/conformers_uff SUCCESSFUL + [12.09|16:17:54] JOB plamsjob/additional_1 SUCCESSFUL + [12.09|16:24:45] JOB plamsjob/adf_conformers SUCCESSFUL + [12.09|16:24:45] JOB plamsjob/adf_filter SUCCESSFUL + [12.09|16:24:45] JOB plamsjob/replay STARTED ... (PLAMS log lines truncated) ... .. code:: ipython3 diff --git a/doc/source/examples/ConformersGeneration/conformers.ipynb.rst b/doc/source/examples/ConformersGeneration/conformers.ipynb.rst index af41356bf..d1f2ee9d5 100644 --- a/doc/source/examples/ConformersGeneration/conformers.ipynb.rst +++ b/doc/source/examples/ConformersGeneration/conformers.ipynb.rst @@ -12,7 +12,7 @@ Initial imports import matplotlib.pyplot as plt import numpy as np - from scm.conformers import ConformersJob + from scm.plams import ConformersJob from scm.plams import * # this line is not required in AMS2025+ @@ -20,7 +20,7 @@ Initial imports :: - PLAMS working folder: /path/plams/examples/ConformersGeneration/plams_workdir + PLAMS working folder: /home/benedini/PLAMS/examples/ConformersGeneration/plams_workdir.002 Initial structure ~~~~~~~~~~~~~~~~~ @@ -83,10 +83,10 @@ Run conformer generation :: - [04.02|15:07:47] JOB generate STARTED - [04.02|15:07:47] JOB generate RUNNING - [04.02|15:08:56] JOB generate FINISHED - [04.02|15:08:56] JOB generate SUCCESSFUL + [12.09|16:10:47] JOB generate STARTED + [12.09|16:10:47] JOB generate RUNNING + [12.09|16:10:51] JOB generate FINISHED + [12.09|16:10:51] JOB generate SUCCESSFUL Conformer generation results ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -115,33 +115,6 @@ Some helper functions def get_conformers(job: ConformersJob): return job.results.get_conformers() - - def plot_conformers(job: ConformersJob, indices=None, temperature=298, unit="kcal/mol", lowest=True): - molecules = get_conformers(job) - energies = get_energies(job, unit) - populations = get_populations(job, temperature) - - if isinstance(indices, int): - N_plot = min(indices, len(energies)) - if lowest: - indices = list(range(N_plot)) - else: - indices = np.linspace(0, len(energies) - 1, N_plot, dtype=np.int32) - if indices is None: - indices = list(range(min(3, len(energies)))) - - fig, axes = plt.subplots(1, len(indices), figsize=(12, 3)) - if len(indices) == 1: - axes = [axes] - - for ax, i in zip(axes, indices): - mol = molecules[i] - E = energies[i] - population = populations[i] - - plot_molecule(mol, ax=ax) - ax.set_title(f"#{i+1}\nΔE = {E:.2f} kcal/mol\nPop.: {population:.3f} (T = {temperature} K)") - .. code:: ipython3 try: @@ -203,27 +176,27 @@ You can also see the **relative populations** of these conformers at the specifi ============ ============= ================ Conformer Id ΔE [kcal/mol] Pop. (T = 298 K) ============ ============= ================ -1 0.00 0.557 -2 0.57 0.214 -3 1.00 0.102 -4 1.18 0.076 -5 2.12 0.015 -6 2.22 0.013 -7 2.40 0.010 -8 2.50 0.008 -9 3.44 0.002 -10 3.53 0.001 -11 3.76 0.001 -12 5.50 0.000 -13 6.78 0.000 -14 12.85 0.000 -15 15.70 0.000 -16 18.79 0.000 +1 0.00 0.503 +2 0.30 0.302 +3 0.67 0.162 +4 2.11 0.014 +5 2.12 0.014 +6 2.89 0.004 +7 3.84 0.001 +8 6.71 0.000 +9 13.42 0.000 +10 14.07 0.000 +11 15.25 0.000 +12 15.79 0.000 +13 15.83 0.000 +14 17.77 0.000 +15 18.79 0.000 +16 23.98 0.000 ============ ============= ================ .. code:: ipython3 - plot_conformers(generate_job, 4, temperature=temperature, unit=unit, lowest=True) + generate_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True); .. figure:: conformers_files/conformers_18_0.png @@ -249,7 +222,7 @@ Below, the most stable conformers (within 8 kcal/mol of the most stable conforme :: - InputConformersSet /path/plams/examples/ConformersGeneration/plams_workdir.006/generate/conformers.rkf + InputConformersSet /home/benedini/PLAMS/examples/ConformersGeneration/plams_workdir.002/generate/conformers.rkf InputMaxEnergy 8.0 @@ -265,10 +238,10 @@ Below, the most stable conformers (within 8 kcal/mol of the most stable conforme :: - [04.02|15:08:56] JOB reoptimize STARTED - [04.02|15:08:56] JOB reoptimize RUNNING - [04.02|15:09:01] JOB reoptimize FINISHED - [04.02|15:09:01] JOB reoptimize SUCCESSFUL + [12.09|16:11:00] JOB reoptimize STARTED + [12.09|16:11:00] JOB reoptimize RUNNING + [12.09|16:11:02] JOB reoptimize FINISHED + [12.09|16:11:02] JOB reoptimize SUCCESSFUL .. code:: ipython3 @@ -277,22 +250,18 @@ Below, the most stable conformers (within 8 kcal/mol of the most stable conforme ============ ============= ================ Conformer Id ΔE [kcal/mol] Pop. (T = 298 K) ============ ============= ================ -1 0.00 0.270 -2 0.11 0.225 -3 0.41 0.134 -4 0.63 0.093 -5 0.91 0.058 -6 0.97 0.052 -7 1.02 0.048 -8 1.14 0.039 -9 1.19 0.036 -10 1.41 0.025 -11 1.57 0.019 +1 0.00 0.540 +2 0.64 0.184 +3 0.84 0.131 +4 1.09 0.086 +5 1.82 0.025 +6 1.90 0.022 +7 2.25 0.012 ============ ============= ================ .. code:: ipython3 - plot_conformers(reoptimize_job, 4, temperature=temperature, unit=unit, lowest=True) + reoptimize_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True); .. figure:: conformers_files/conformers_23_0.png @@ -318,10 +287,10 @@ The **Score** task runs **SinglePoint** jobs on the conformers in a set. This le :: - [04.02|15:09:02] JOB score STARTED - [04.02|15:09:02] JOB score RUNNING - [04.02|15:09:05] JOB score FINISHED - [04.02|15:09:05] JOB score SUCCESSFUL + [12.09|16:11:09] JOB score STARTED + [12.09|16:11:09] JOB score RUNNING + [12.09|16:11:10] JOB score FINISHED + [12.09|16:11:10] JOB score SUCCESSFUL .. code:: ipython3 @@ -330,22 +299,18 @@ The **Score** task runs **SinglePoint** jobs on the conformers in a set. This le ============ ============= ================ Conformer Id ΔE [kcal/mol] Pop. (T = 298 K) ============ ============= ================ -1 0.00 0.373 -2 0.34 0.209 -3 0.40 0.188 -4 0.70 0.114 -5 1.06 0.063 -6 1.85 0.016 -7 1.89 0.015 -8 2.41 0.006 -9 2.48 0.006 -10 2.59 0.005 -11 2.73 0.004 +1 0.00 0.654 +2 0.89 0.146 +3 0.93 0.136 +4 1.70 0.037 +5 2.12 0.018 +6 2.60 0.008 +7 4.01 0.001 ============ ============= ================ .. code:: ipython3 - plot_conformers(score_job, 4, temperature=temperature, unit=unit, lowest=True) + score_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True); .. figure:: conformers_files/conformers_27_0.png @@ -372,10 +337,10 @@ Below, we filter the conformers set to only the conformers within 1 kcal/mol of :: - [04.02|15:09:05] JOB filter STARTED - [04.02|15:09:05] JOB filter RUNNING - [04.02|15:09:06] JOB filter FINISHED - [04.02|15:09:06] JOB filter SUCCESSFUL + [12.09|16:11:15] JOB filter STARTED + [12.09|16:11:15] JOB filter RUNNING + [12.09|16:11:15] JOB filter FINISHED + [12.09|16:11:15] JOB filter SUCCESSFUL .. code:: ipython3 @@ -384,15 +349,14 @@ Below, we filter the conformers set to only the conformers within 1 kcal/mol of ============ ============= ================ Conformer Id ΔE [kcal/mol] Pop. 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P -============ ====== ===== -1 0.00 0.036 -2 0.01 0.035 -3 0.03 0.034 -4 0.03 0.034 -5 0.08 0.031 -6 0.13 0.029 -7 0.15 0.028 -8 0.18 0.026 -9 0.22 0.024 -10 0.23 0.024 -… … … -1807 135.93 0.000 -1808 137.12 0.000 -1809 138.93 0.000 -1810 139.38 0.000 -1811 140.51 0.000 -1812 143.04 0.000 -1813 148.33 0.000 -1814 152.45 0.000 -1815 164.99 0.000 -1816 201.42 0.000 -============ ====== ===== +============ ======= ===== +Conformer Id E P +============ ======= ===== +1 0.00 0.077 +2 0.01 0.076 +3 0.01 0.076 +4 0.07 0.069 +5 0.10 0.065 +6 0.15 0.059 +7 0.21 0.054 +8 0.23 0.052 +9 0.31 0.046 +10 0.32 0.045 +… … … +940 931.03 0.000 +941 954.43 0.000 +942 998.90 0.000 +943 1195.50 0.000 +944 1226.73 0.000 +945 1256.35 0.000 +946 1273.11 0.000 +947 1285.97 0.000 +948 1307.95 0.000 +949 1311.18 0.000 +============ ======= ===== diff --git a/doc/source/examples/ConformersMultipleMolecules/conformers_files/conformers_10_0.png 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ADFCOSMORSConfJob, ADFCOSMORSConfFilter from scm.plams import Molecule, from_smiles, Settings, init, config, JobRunner -from scm.conformers import ConformersJob +from scm.plams import ConformersJob # this line is not required in AMS2025+ init() diff --git a/examples/ConformersGeneration/ConformersGeneration.py b/examples/ConformersGeneration/ConformersGeneration.py deleted file mode 100644 index c719d69cb..000000000 --- a/examples/ConformersGeneration/ConformersGeneration.py +++ /dev/null @@ -1,55 +0,0 @@ -#!/usr/bin/env amspython -from scm.plams import * -from scm.conformers import ConformersJob, ConformersResults - -# This example shows how to use the AMS's Conformers tool via PLAMS - - -def print_results(results: ConformersResults): - for i, (energy, mol) in enumerate(zip(results.get_energies("kcal/mol"), results.get_conformers())): - print(f"Energy conformer {i} = {energy} [kcal/mol]") - print(mol) - - -ethanol = from_smiles("OCC") - -# Simple example: generate conformers for ethanol using default settings -# - default Task: Generate -# - default Generator Method: RDKit -# - default Engine: ForceField (with UFF) - -job = ConformersJob(name="conformers_generation", molecule=ethanol) -job.run() - -print("Conformers generated using RDKit and UFF:") -print_results(job.results) - -# Re-optimize the conformers generated in the previous steps using the GFN1-xTB engine: - -sett = Settings() - -# In the 'ams' part of the settings input you can specify -# the input options for the Conformers tool, which are -# described in the Conformers tool user manual. - -sett.input.ams.Task = "Optimize" -sett.input.ams.InputConformersSet = job.results - -# You can specify the engine to be used (and the engine options) like you would -# for an AMSJob. See the AMSJob documentation for more details. - -sett.input.DFTB.Model = "GFN1-xTB" - -# Note: here we do not specify the input molecule because we are passing the results -# of a previous ConformersJob (ConformersResults) via the "InputConformersSet" input. - -reoptimize_job = ConformersJob(name="optimize_conformers", settings=sett) -reoptimize_job.run() - -print("Conformers re-optimized using the more accurate GFN1-xTB method:") -print_results(reoptimize_job.results) - -temperature = 273 -print(f"Boltzmann distribution at {temperature} Kelvin") -for i, p in enumerate(reoptimize_job.results.get_boltzmann_distribution(temperature)): - print(f"Conformer {i} probability: {p}") diff --git a/examples/ConformersGeneration/conformers.py b/examples/ConformersGeneration/conformers.py index 70ab72808..302f54a2f 100644 --- a/examples/ConformersGeneration/conformers.py +++ b/examples/ConformersGeneration/conformers.py @@ -9,7 +9,7 @@ import matplotlib.pyplot as plt import numpy as np -from scm.conformers import ConformersJob +from scm.plams import ConformersJob from scm.plams import * # this line is not required in AMS2025+ @@ -72,33 +72,6 @@ def get_conformers(job: ConformersJob): return job.results.get_conformers() -def plot_conformers(job: ConformersJob, indices=None, temperature=298, unit="kcal/mol", lowest=True): - molecules = get_conformers(job) - energies = get_energies(job, unit) - populations = get_populations(job, temperature) - - if isinstance(indices, int): - N_plot = min(indices, len(energies)) - if lowest: - indices = list(range(N_plot)) - else: - indices = np.linspace(0, len(energies) - 1, N_plot, dtype=np.int32) - if indices is None: - indices = list(range(min(3, len(energies)))) - - fig, axes = plt.subplots(1, len(indices), figsize=(12, 3)) - if len(indices) == 1: - axes = [axes] - - for ax, i in zip(axes, indices): - mol = molecules[i] - E = energies[i] - population = populations[i] - - plot_molecule(mol, ax=ax) - ax.set_title(f"#{i+1}\nΔE = {E:.2f} kcal/mol\nPop.: {population:.3f} (T = {temperature} K)") - - try: # For AMS2025+ can use JobAnalysis class to perform results analysis from scm.plams import JobAnalysis @@ -153,7 +126,7 @@ def print_results(job: ConformersJob, temperature=298, unit="kcal/mol"): print_results(generate_job, temperature, unit) -plot_conformers(generate_job, 4, temperature=temperature, unit=unit, lowest=True) +generate_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True) # ## Re-optimize conformers with GFNFF @@ -180,7 +153,7 @@ def print_results(job: ConformersJob, temperature=298, unit="kcal/mol"): print_results(reoptimize_job, temperature=temperature, unit=unit) -plot_conformers(reoptimize_job, 4, temperature=temperature, unit=unit, lowest=True) +reoptimize_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True) # ## Score conformers with DFTB @@ -204,7 +177,7 @@ def print_results(job: ConformersJob, temperature=298, unit="kcal/mol"): print_results(score_job, temperature=temperature, unit=unit) -plot_conformers(score_job, 4, temperature=temperature, unit=unit, lowest=True) +score_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True) # Here, you see that from the conformers in the set, **DFTB predicts a different lowest-energy conformer than GFNFF** (compare to previous figure). @@ -229,7 +202,7 @@ def print_results(job: ConformersJob, temperature=298, unit="kcal/mol"): print_results(filter_job, temperature=temperature, unit=unit) -plot_conformers(filter_job, 4, temperature=temperature, unit=unit, lowest=True) +filter_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True) # The structures and energies are identical to before. However, the relative populations changed slightly as there are now fewer conformers in the set. diff --git a/examples/ConformersMultipleMolecules/conformers.py b/examples/ConformersMultipleMolecules/conformers.py index a030e996d..871845ef8 100644 --- a/examples/ConformersMultipleMolecules/conformers.py +++ b/examples/ConformersMultipleMolecules/conformers.py @@ -9,8 +9,7 @@ import scm.plams as plams import sys -from scm.conformers import ConformersJob -from scm.conformers.plams.plot import plot_conformers +from scm.plams import ConformersJob import numpy as np import matplotlib.pyplot as plt import os @@ -84,7 +83,7 @@ # ## Results # Here we plot the three lowest-energy conformers. -plot_conformers(job) +job.results.plot_conformers() # You can also open the conformers in AMSmovie to browse all conformers 1000+ conformers: From a6fb675c5c756b4e01b3bd8eed09e751ad53918d Mon Sep 17 00:00:00 2001 From: Giulio Benedini Date: Mon, 15 Sep 2025 20:30:10 +0200 Subject: [PATCH 5/8] converted to absolute imports --- src/scm/plams/interfaces/adfsuite/conformers.py | 8 ++------ 1 file changed, 2 insertions(+), 6 deletions(-) diff --git a/src/scm/plams/interfaces/adfsuite/conformers.py b/src/scm/plams/interfaces/adfsuite/conformers.py index e3482c8e4..21ca63765 100644 --- a/src/scm/plams/interfaces/adfsuite/conformers.py +++ b/src/scm/plams/interfaces/adfsuite/conformers.py @@ -8,18 +8,14 @@ import numpy as np from scm.plams.core.basejob import Job, Results, SingleJob -from scm.plams.core.functions import ( - read_all_molecules_in_xyz_file, - requires_optional_package, -) +from scm.plams.core.functions import read_all_molecules_in_xyz_file, requires_optional_package from scm.plams.core.settings import Settings +from scm.plams.interfaces.adfsuite.ams import AMSJob, AMSResults from scm.plams.mol.molecule import Molecule from scm.plams.tools.kftools import KFFile from scm.plams.tools.plot import plot_molecule from scm.plams.tools.units import Units -from .ams import AMSJob, AMSResults - __all__ = ["ConformersJob", "ConformersResults"] From 957940a53846809f4fb965f2c5d7f7becd542e89 Mon Sep 17 00:00:00 2001 From: Giulio Benedini Date: Mon, 15 Sep 2025 21:06:00 +0200 Subject: [PATCH 6/8] added type hints and better errors https://github.com/SCM-NV/PLAMS/pull/319#discussion_r2348364948 and https://github.com/SCM-NV/PLAMS/pull/319#discussion_r2348378743 --- .../plams/interfaces/adfsuite/conformers.py | 157 +++++++++++------- 1 file changed, 98 insertions(+), 59 deletions(-) diff --git a/src/scm/plams/interfaces/adfsuite/conformers.py b/src/scm/plams/interfaces/adfsuite/conformers.py index 21ca63765..3650fbabf 100644 --- a/src/scm/plams/interfaces/adfsuite/conformers.py +++ b/src/scm/plams/interfaces/adfsuite/conformers.py @@ -3,7 +3,7 @@ import re from os.path import join as opj from pathlib import Path -from typing import List +from typing import Any, Dict, List, Optional, Union import numpy as np @@ -30,22 +30,24 @@ def __init__(self, path_in: str): raise ValueError(f"{path=} not valid") assert path.exists() - molecules = read_all_molecules_in_xyz_file(path) + molecules = read_all_molecules_in_xyz_file(str(path)) for m in molecules: - m.properties = self.parse_comment(m.properties.pop("comment", "")) + c = m.properties.pop("comment", "") + assert isinstance(c, str) + m.properties = Settings(self.parse_comment(c)) self.molecules = list(sorted(molecules, key=lambda m: m.properties["Energy in kcal/mol"], reverse=False)) @property - def energies(self): + def energies(self) -> List[float]: return list(map(lambda m: m.properties["Energy in kcal/mol"], self.molecules)) @property - def relative_energies(self): + def relative_energies(self) -> List[float]: en = self.energies min_en = min(en) return [e - min_en for e in en] - def parse_comment(self, c: str): + def parse_comment(self, c: str) -> Dict[str, Union[float, str, int]]: pairs = re.findall(r"([^:]+):\s*([^\s]+)", c) result = {key.strip(): value for key, value in pairs} for k, v in result.items(): @@ -58,7 +60,7 @@ def parse_comment(self, c: str): pass # leave as string return result - def __str__(self): + def __str__(self) -> str: """ Print conformer info """ @@ -66,11 +68,11 @@ def __str__(self): min_energy = None if len(self.molecules) > 0: min_energy = min(self.energies) - for i in range(len(self.molecules)): - block += "%9i %20.6f\n" % ( - i, - self.energies[i] - min_energy, - ) + for i in range(len(self.molecules)): + block += "%9i %20.6f\n" % ( + i, + self.energies[i] - min_energy, + ) return block @@ -82,46 +84,76 @@ class ConformersResults(Results): rkfname = "conformers.rkf" - def __init__(self, *args, **kwargs): + def __init__(self, *args: Any, **kwargs: Any) -> None: Results.__init__(self, *args, **kwargs) - self._conformers = None + self._conformers: Optional[ConformersCollection] = None self.rkf = None + def collect(self) -> None: + """Collect files present in the job folder. + + Use parent method from |Results| to get a list of all files in the results folder. + Then instantiate ``self.rkf`` to be a |KFFile| instance for the main ``conformers.rkf`` output file. + Also instantiate ``self._conformers`` to be a Conformers instance built from it. + + This method is called automatically during the final part of the job execution and there is no need to call it manually. + """ + Results.collect(self) + + if self.rkfname in self.files: + p = self.get_path() + self.rkf = KFFile(str(Path(p) / self.rkfname)) + self._conformers = ConformersCollection(path_in=p) + + def get_path(self) -> str: + p = self.job.path + if p is None: + raise ValueError(f"self.job.path is None, maybe you did not run this job? {self.job=}|{self.job.name=}") + return p + + @property + def conformers(self) -> ConformersCollection: + if self._conformers is None: + self.collect() + assert isinstance(self._conformers, ConformersCollection) + return self._conformers + def rkfpath(self) -> str: """Absolute path to the 'conformers.rkf' results file""" - return opj(self.job.path, self.rkfname) + p = self.get_path() + return opj(p, self.rkfname) def get_lowest_conformer(self) -> Molecule: """Return the conformer with the lowest energy""" - return self._conformers[0] + return self.conformers.molecules[0] def get_conformers(self) -> List[Molecule]: """ Return a list containing all conformers found. The conformers are sorted according to their energy, the first element being the lowest energy conformer. """ - return self._conformers.molecules + return self.conformers.molecules - def get_relative_energies(self, unit="au") -> List[float]: + def get_relative_energies(self, unit: str = "au") -> List[float]: """ Return the relative energies of the conformers i.e. the energy of the conformer minus the energy of the lowest conformer found. This list is sorted according to the energy of the conformers, the first element corresponding to the lowest energy conformer. So, by definition, the first element will have an energy of 0. """ - e = self._conformers.relative_energies + e = self.conformers.relative_energies return Units.convert(e, "kcal/mol", unit) - def get_energies(self, unit="au") -> List[float]: + def get_energies(self, unit: str = "au") -> List[float]: """ Return the energies of the conformers. This list is sorted according to the energy of the conformers, the first element corresponding to the lowest energy conformer. """ - e = self._conformers.energies + e = self.conformers.energies return Units.convert(e, "kcal/mol", unit) - def get_lowest_energy(self, unit="au") -> float: + def get_lowest_energy(self, unit: str = "au") -> float: """Return the energy of the lowest-energy conformer.""" - return Units.convert(self._conformers.energies[0], "kcal/mol", unit) + return Units.convert(self.conformers.energies[0], "kcal/mol", unit) def get_boltzmann_distribution(self, temperature: float) -> List[float]: """ @@ -137,34 +169,25 @@ def get_boltzmann_distribution(self, temperature: float) -> List[float]: dist = [w / denominator for w in weights] return dist - def __str__(self): + def __str__(self) -> str: return str(self._conformers) - def get_energy_landscape(self): + def get_energy_landscape(self) -> AMSResults.EnergyLandscape: + # TODO how is this possible? el = AMSResults.EnergyLandscape(None) for energy, mol in zip(self.get_energies(), self.get_conformers()): state = AMSResults.EnergyLandscape.State(el, None, energy, mol, 1, False) el._states.append(state) return el - def collect(self): - """Collect files present in the job folder. - - Use parent method from |Results| to get a list of all files in the results folder. - Then instantiate ``self.rkf`` to be a |KFFile| instance for the main ``conformers.rkf`` output file. - Also instantiate ``self._conformers`` to be a Conformers instance built from it. - - This method is called automatically during the final part of the job execution and there is no need to call it manually. - """ - Results.collect(self) - - if self.rkfname in self.files: - rkf_path = opj(self.job.path, self.rkfname) - self.rkf = KFFile(rkf_path) - self._conformers = ConformersCollection(self.job.path) - @requires_optional_package("matplotlib") - def plot_conformers(self, indices=None, temperature=298, unit="kcal/mol", lowest=True): + def plot_conformers( + self, + indices: Optional[Union[int, List[int]]] = None, + temperature: float = 298.0, + unit: str = "kcal/mol", + lowest: bool = True, + ) -> Union[List[Any], Any]: """ Function for plotting conformers @@ -184,6 +207,8 @@ def plot_conformers(self, indices=None, temperature=298, unit="kcal/mol", lowest lowest: bool Only used if ``indices`` is an integer. If True, plot the N lowest energy conformers. If False, plot conformers evenly distributed from the most stable to the least stable. + returns: + NDArray[Axes] or Axes depending how many conformers are present/requested to plot """ import matplotlib.pyplot as plt @@ -194,17 +219,20 @@ def plot_conformers(self, indices=None, temperature=298, unit="kcal/mol", lowest if isinstance(indices, int): N_plot = min(indices, len(energies)) if lowest: - indices = list(range(N_plot)) + indices_ok = list(range(N_plot)) + else: + indices_ok = np.linspace(0, len(energies) - 1, N_plot, dtype=np.int32).tolist() + else: + if indices is None: + indices_ok = list(range(min(3, len(energies)))) else: - indices = np.linspace(0, len(energies) - 1, N_plot, dtype=np.int32) - if indices is None: - indices = list(range(min(3, len(energies)))) + indices_ok = indices - fig, axes = plt.subplots(1, len(indices), figsize=(12, 3)) - if len(indices) == 1: + fig, axes = plt.subplots(1, len(indices_ok), figsize=(12, 3)) + if len(indices_ok) == 1: axes = [axes] - for ax, i in zip(axes, indices): + for ax, i in zip(axes, indices_ok): mol = molecules[i] E = energies[i] population = populations[i] @@ -220,24 +248,26 @@ class ConformersJob(SingleJob): _result_type = ConformersResults _command = "conformers" - def __init__(self, name="conformers", molecule=None, **kwargs): + def __init__(self, name: str = "conformers", molecule: Optional[Molecule] = None, **kwargs: Any) -> None: Job.__init__(self, name=name, **kwargs) + # TODO: include UCS + # TODO: Implement multiple molecules input. if molecule is None: self.molecule = None elif isinstance(molecule, Molecule): self.molecule = molecule.copy() else: - raise NotImplementedError("TODO: Implement multiple molecules input.") + raise ValueError(f"Found: {type(molecule)=} but it must be Molecule or None") - def check(self): + def check(self) -> bool: return True - def get_input(self): + def get_input(self) -> str: sett = self.settings.copy() # If there are references to ConformersResults in the settings, expand them into full paths: - def expand_results_into_paths(s): + def expand_results_into_paths(s: Settings) -> None: for k, v in s.items(): if isinstance(v, Settings): expand_results_into_paths(v) @@ -250,7 +280,7 @@ def expand_results_into_paths(s): return AMSJob(settings=sett, molecule=self.molecule).get_input() - def get_runscript(self): + def get_runscript(self) -> str: ret = "" if "preamble_lines" in self.settings.runscript: for line in self.settings.runscript.preamble_lines: @@ -265,12 +295,21 @@ def get_runscript(self): return ret @classmethod - def load_external(cls, path, settings=None, molecule=None, finalize=False, jobname=None): + def load_external( + cls, + path: Union[str, Path], + settings: Optional[Settings] = None, + molecule: Optional[Molecule] = None, + finalize: bool = False, + jobname: Optional[str] = None, + ) -> "ConformersJob": """ Load an external job from *path*. """ - if os.path.basename(path)[-4:] == ".rkf": - path = os.path.dirname(path) + p = str(path) + if os.path.basename(p)[-4:] == ".rkf": + p = os.path.dirname(p) # molecule = molecule or Molecule.read_userin(path + "/conformers.rkf", program="conformers") - ret = super().load_external(path, settings, molecule, finalize, jobname) + ret = super().load_external(p, settings, molecule, finalize, jobname) return ret + # From 6355f3daae0d1339a98bd180a6877643ee400516 Mon Sep 17 00:00:00 2001 From: David Ormrod Morley Date: Tue, 16 Sep 2025 10:25:10 +0200 Subject: [PATCH 7/8] Fix path sanitisation in generate_examples script --- .../cosmors_conformers.ipynb.rst | 2 +- .../ConformersGeneration/conformers.ipynb.rst | 4 ++-- .../conformers.ipynb.rst | 4 ++-- .../COSMORSConformers/cosmors_conformers.ipynb | 2 +- examples/ConformersGeneration/conformers.ipynb | 4 ++-- examples/ConformersGeneration/conformers.py | 18 ------------------ .../conformers.ipynb | 4 ++-- examples/generate_example.sh | 6 +++--- 8 files changed, 13 insertions(+), 31 deletions(-) diff --git a/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst b/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst index dfc0a6a01..166001bee 100644 --- a/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst +++ b/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst @@ -15,7 +15,7 @@ Initial imports :: - PLAMS working folder: /home/benedini/PLAMS/examples/COSMORSConformers/plams_workdir.002 + PLAMS working folder: /path/plams/examples/COSMORSConformers/plams_workdir.002 .. code:: ipython3 diff --git a/doc/source/examples/ConformersGeneration/conformers.ipynb.rst b/doc/source/examples/ConformersGeneration/conformers.ipynb.rst index d1f2ee9d5..90b8fe8e7 100644 --- a/doc/source/examples/ConformersGeneration/conformers.ipynb.rst +++ b/doc/source/examples/ConformersGeneration/conformers.ipynb.rst @@ -20,7 +20,7 @@ Initial imports :: - PLAMS working folder: /home/benedini/PLAMS/examples/ConformersGeneration/plams_workdir.002 + PLAMS working folder: /path/plams/examples/ConformersGeneration/plams_workdir.002 Initial structure ~~~~~~~~~~~~~~~~~ @@ -222,7 +222,7 @@ Below, the most stable conformers (within 8 kcal/mol of the most stable conforme :: - InputConformersSet /home/benedini/PLAMS/examples/ConformersGeneration/plams_workdir.002/generate/conformers.rkf + InputConformersSet /path/plams/examples/ConformersGeneration/plams_workdir.002/generate/conformers.rkf InputMaxEnergy 8.0 diff --git a/doc/source/examples/ConformersMultipleMolecules/conformers.ipynb.rst b/doc/source/examples/ConformersMultipleMolecules/conformers.ipynb.rst index cd31d3c20..adb3b9936 100644 --- a/doc/source/examples/ConformersMultipleMolecules/conformers.ipynb.rst +++ b/doc/source/examples/ConformersMultipleMolecules/conformers.ipynb.rst @@ -20,7 +20,7 @@ Initial imports :: - PLAMS working folder: /home/benedini/PLAMS/examples/ConformersMultipleMolecules/plams_workdir.003 + PLAMS working folder: /path/plams/examples/ConformersMultipleMolecules/plams_workdir.003 Single alanine molecule ~~~~~~~~~~~~~~~~~~~~~~~ @@ -118,7 +118,7 @@ Now we can run the conformer generation job. :: - Conformers stored in /home/benedini/PLAMS/examples/ConformersMultipleMolecules/plams_workdir.003/conformers/conformers.rkf + Conformers stored in /path/plams/examples/ConformersMultipleMolecules/plams_workdir.003/conformers/conformers.rkf This job will run for approximately 15 minutes. diff --git a/examples/COSMORSConformers/cosmors_conformers.ipynb b/examples/COSMORSConformers/cosmors_conformers.ipynb index a94db5cb3..0ed48c431 100644 --- a/examples/COSMORSConformers/cosmors_conformers.ipynb +++ b/examples/COSMORSConformers/cosmors_conformers.ipynb @@ -18,7 +18,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "PLAMS working folder: /home/benedini/PLAMS/examples/COSMORSConformers/plams_workdir.002\n" + "PLAMS working folder: /path/plams/examples/COSMORSConformers/plams_workdir.002\n" ] } ], diff --git a/examples/ConformersGeneration/conformers.ipynb b/examples/ConformersGeneration/conformers.ipynb index 1d7302085..77d46e561 100644 --- a/examples/ConformersGeneration/conformers.ipynb +++ b/examples/ConformersGeneration/conformers.ipynb @@ -18,7 +18,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "PLAMS working folder: /home/benedini/PLAMS/examples/ConformersGeneration/plams_workdir.002\n" + "PLAMS working folder: /path/plams/examples/ConformersGeneration/plams_workdir.002\n" ] } ], @@ -368,7 +368,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "InputConformersSet /home/benedini/PLAMS/examples/ConformersGeneration/plams_workdir.002/generate/conformers.rkf\n", + "InputConformersSet /path/plams/examples/ConformersGeneration/plams_workdir.002/generate/conformers.rkf\n", "\n", "InputMaxEnergy 8.0\n", "\n", diff --git a/examples/ConformersGeneration/conformers.py b/examples/ConformersGeneration/conformers.py index 302f54a2f..40b40852c 100644 --- a/examples/ConformersGeneration/conformers.py +++ b/examples/ConformersGeneration/conformers.py @@ -15,13 +15,11 @@ # this line is not required in AMS2025+ init() - # ## Initial structure molecule = from_smiles("OC(CC1c2ccccc2Sc2ccccc21)CN1CCCC1") plot_molecule(molecule) - # ## Generate conformers with RDKit and UFF # The fastest way to generate conformers is to use RDKit with the UFF force field. # @@ -35,18 +33,15 @@ s.input.ams.Generator.RDKit.InitialNConformers = 16 # optional, non-default s.input.ForceField.Type = "UFF" # default - # ### Conformer generation input file print(ConformersJob(settings=s).get_input()) - # ### Run conformer generation generate_job = ConformersJob(name="generate", molecule=molecule, settings=s) generate_job.run() - # ## Conformer generation results # ### Some helper functions @@ -122,13 +117,10 @@ def print_results(job: ConformersJob, temperature=298, unit="kcal/mol"): unit = "kcal/mol" temperature = 298 - print_results(generate_job, temperature, unit) - generate_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True) - # ## Re-optimize conformers with GFNFF # # The UFF force field is not very accurate for geometries and energies. From an initial conformer set you can reoptimize it with a better level of theory. @@ -146,16 +138,12 @@ def print_results(job: ConformersJob, temperature=298, unit="kcal/mol"): reoptimize_job = ConformersJob(settings=s, name="reoptimize") print(reoptimize_job.get_input()) - reoptimize_job.run() - print_results(reoptimize_job, temperature=temperature, unit=unit) - reoptimize_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True) - # ## Score conformers with DFTB # # If you have many conformers or a very large molecule, it can be computationally expensive to do the conformer generation or reoptimization and a high level of theory. @@ -173,13 +161,10 @@ def print_results(job: ConformersJob, temperature=298, unit="kcal/mol"): score_job = ConformersJob(settings=s, name="score") score_job.run() - print_results(score_job, temperature=temperature, unit=unit) - score_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True) - # Here, you see that from the conformers in the set, **DFTB predicts a different lowest-energy conformer than GFNFF** (compare to previous figure). # ## Filter a conformer set @@ -198,13 +183,10 @@ def print_results(job: ConformersJob, temperature=298, unit="kcal/mol"): filter_job = ConformersJob(settings=s, name="filter") filter_job.run() - print_results(filter_job, temperature=temperature, unit=unit) - filter_job.results.plot_conformers(4, temperature=temperature, unit=unit, lowest=True) - # The structures and energies are identical to before. However, the relative populations changed slightly as there are now fewer conformers in the set. # ## More about conformers diff --git a/examples/ConformersMultipleMolecules/conformers.ipynb b/examples/ConformersMultipleMolecules/conformers.ipynb index b745024a9..d0fd22838 100644 --- a/examples/ConformersMultipleMolecules/conformers.ipynb +++ b/examples/ConformersMultipleMolecules/conformers.ipynb @@ -28,7 +28,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "PLAMS working folder: /home/benedini/PLAMS/examples/ConformersMultipleMolecules/plams_workdir.003\n" + "PLAMS working folder: /path/plams/examples/ConformersMultipleMolecules/plams_workdir.003\n" ] } ], @@ -265,7 +265,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Conformers stored in /home/benedini/PLAMS/examples/ConformersMultipleMolecules/plams_workdir.003/conformers/conformers.rkf\n" + "Conformers stored in /path/plams/examples/ConformersMultipleMolecules/plams_workdir.003/conformers/conformers.rkf\n" ] } ], diff --git a/examples/generate_example.sh b/examples/generate_example.sh index 919a17c79..28ba9232d 100755 --- a/examples/generate_example.sh +++ b/examples/generate_example.sh @@ -57,7 +57,7 @@ $AMSBIN/uv run --with black[jupyter] -m black -t py38 -l 120 "${example_dir}/${ # create the .py file # remove any get_ipython calls (generated if a cell contains for example_dir !amsmovie) py_file="${name}.py" -$AMSBIN/uv run --with nbconvert -m nbconvert --to python --stdout --no-prompt "${example_dir}/${nb_file}" | sed "1s# python# amspython#; /get_ipython/d" > "${example_dir}/${py_file}" +$AMSBIN/uv run --with nbconvert --with ipython -m nbconvert --to python --stdout --no-prompt "${example_dir}/${nb_file}" | sed "1s# python# amspython#; /get_ipython/d" > "${example_dir}/${py_file}" echo "Generated the python file '${example_dir}/${py_file}'" @@ -78,13 +78,13 @@ pandoc --from markdown --to rst --columns=2000 "${example_dir}/${md_file}" -o "$ # - remove figure captions if [ "$(uname)" = "Darwin" ]; then sed -i '' -e " - s#/.*/plams/#/path/plams/#g; + s#/.*/[Pp][Ll][Aa][Mm][Ss]/#/path/plams/#g; s#code:: python#code:: ipython3#g; /^\.\. figure:: / {n;N;N; d;} " "${example_dir}/${nb_file}" "${example_dir}/${rst_file}" else sed -i -e " - s#/.*/plams/#/path/plams/#g; + s#/.*/[Pp][Ll][Aa][Mm][Ss]/#/path/plams/#g; s#code:: python#code:: ipython3#g; /^\.\. figure:: / {n;N;N; d;} " "${example_dir}/${nb_file}" "${example_dir}/${rst_file}" From d572a572a5b02a89ce874db23775a5b424581541 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Matti=20Hellstr=C3=B6m?= Date: Tue, 16 Sep 2025 10:33:08 +0200 Subject: [PATCH 8/8] remove awk dependence in generate_example.sh --- examples/generate_example.sh | 13 +------------ 1 file changed, 1 insertion(+), 12 deletions(-) diff --git a/examples/generate_example.sh b/examples/generate_example.sh index 28ba9232d..8128eb90d 100755 --- a/examples/generate_example.sh +++ b/examples/generate_example.sh @@ -97,18 +97,7 @@ Worked Example EOF -awk ' - /^-{3,}/ { - dash_count = length($0) - tildes = ""; # - for (i = 1; i <= dash_count; i++) { - tildes = tildes "~" - } - print tildes - next - } - { print } -' "${example_dir}/${rst_file}" >> "${example_dir}/${rst_ipynb_file}" +sed '/^----*/ { s/-/~/g; }' "${example_dir}/${rst_file}" >> "${example_dir}/${rst_ipynb_file}" # move the required files over to the doc directory cp "${example_dir}/${rst_ipynb_file}" "${target_dir}/"

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