From d0329090ac50090014e644bb2aed198bee08843a Mon Sep 17 00:00:00 2001 From: Donovan Date: Tue, 19 Aug 2025 09:47:39 -0500 Subject: [PATCH 1/2] small changes --- .gitignore | 2 ++ __init__.py | 0 notebooks/evilkode.ipynb | 73 ++++++++++++++++++++++------------------ src/benchmark.py | 1 - src/evilkode.py | 1 - 5 files changed, 43 insertions(+), 34 deletions(-) create mode 100644 __init__.py diff --git a/.gitignore b/.gitignore index d09e3d0..994d198 100644 --- a/.gitignore +++ b/.gitignore @@ -2,3 +2,5 @@ .DS_Store output __pycache__ +.ipynb_checkpoints + diff --git a/__init__.py b/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/notebooks/evilkode.ipynb b/notebooks/evilkode.ipynb index c489867..64ef545 100644 --- a/notebooks/evilkode.ipynb +++ b/notebooks/evilkode.ipynb @@ -1,28 +1,28 @@ { "cells": [ { - "cell_type": "code", - "id": "initial_id", "metadata": { "collapsed": true, "ExecuteTime": { - "end_time": "2025-03-28T15:57:47.590110Z", - "start_time": "2025-03-28T15:57:47.588084Z" + "end_time": "2025-07-24T12:28:08.924404Z", + "start_time": "2025-07-24T12:28:08.922674Z" } }, + "cell_type": "code", "source": [ "from src.benchmark import shuffle_benchmark, ShuffleTypes\n", "import matplotlib.pyplot as plt\n", "from pathlib import Path" ], + "id": "initial_id", "outputs": [], - "execution_count": 17 + "execution_count": 7 }, { "metadata": { "ExecuteTime": { - "end_time": "2025-03-28T15:58:00.690240Z", - "start_time": "2025-03-28T15:57:47.595988Z" + "end_time": "2025-07-24T12:28:08.944616Z", + "start_time": "2025-07-24T12:28:08.934651Z" } }, "cell_type": "code", @@ -59,14 +59,23 @@ ")\n" ], "id": "c86c6ed5014dac44", - "outputs": [], - "execution_count": 18 + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "file exists ../output\n", + "file exists ../output\n" + ] + } + ], + "execution_count": 8 }, { "metadata": { "ExecuteTime": { - "end_time": "2025-03-28T15:58:00.699509Z", - "start_time": "2025-03-28T15:58:00.696975Z" + "end_time": "2025-07-24T12:28:08.959177Z", + "start_time": "2025-07-24T12:28:08.956983Z" } }, "cell_type": "code", @@ -82,23 +91,24 @@ "name": "stdout", "output_type": "stream", "text": [ - "Bench Split Mean 7.23\n", - "Bench Split Var: 2.3785378537853785\n", - "Bench full Mean 4.179\n", - "Bench full Var: 0.26178517851785177\n" + "Bench Split Mean 7.2704\n", + "Bench Split Var: 2.4663304730473046\n", + "Bench full Mean 4.1724\n", + "Bench full Var: 0.2597042104210421\n" ] } ], - "execution_count": 19 + "execution_count": 9 }, { + "cell_type": "code", + "id": "99ddd0fbd421b058", "metadata": { "ExecuteTime": { - "end_time": "2025-03-28T15:58:00.730290Z", - "start_time": "2025-03-28T15:58:00.726439Z" + "end_time": "2025-07-24T12:28:08.979772Z", + "start_time": "2025-07-24T12:28:08.976536Z" } }, - "cell_type": "code", "source": [ "def bench_histogram(data, title, number_of_keys, properties_per_key, \n", " passcode_len, max_tries_before_lockout, complexity, disparity, run_count, save_path: Path = None):\n", @@ -138,30 +148,29 @@ " # Display the plot\n", " plt.show()\n" ], - "id": "99ddd0fbd421b058", "outputs": [], - "execution_count": 20 + "execution_count": 10 }, { + "cell_type": "code", + "id": "9cbf9282eba285e6", "metadata": { "ExecuteTime": { - "end_time": "2025-03-28T15:58:01.371828Z", - "start_time": "2025-03-28T15:58:00.746066Z" + "end_time": "2025-07-24T12:28:09.456902Z", + "start_time": "2025-07-24T12:28:08.990479Z" } }, - "cell_type": "code", "source": [ "bench_histogram(bench_split.runs, \"Key Logger Split Shuffle\", number_of_keys, properties_per_key, passcode_len, max_tries_before_lockout, complexity, disparity, run_count, Path(\"../output/histograms\"))\n", "bench_histogram(bench_full.runs, \"Key Logger Random Shuffle\", number_of_keys, properties_per_key, passcode_len, max_tries_before_lockout, complexity, disparity, run_count, Path(\"../output/histograms\"))" ], - "id": "9cbf9282eba285e6", "outputs": [ { "data": { "text/plain": [ "
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IviOJiYkIDw/Hxo0boaysjCFDhsgsloULFyIqKgotW7aEkpISDh8+jMOHD2Pw4MH5FqCsXr06fH19Ub16ddy/fx/r1q2DiopKkcfkEBEVFxMiou/I6dOn0b9/f1SrVg1btmyBkZGRzGJp3LgxQkNDMXv2bKSnp6NatWoIDAzE1KlT89X19PTEtm3bkJKSAlVVVbi4uGDu3LkFLoBIRFQaOIaIiIiI5B7HEBEREZHcY0JEREREco9jiAohNzcXjx49QoUKFUpsqX0iIiIqXYIg4PXr1zAxMYGCwuefATEhKoRHjx7lmxVDRERE34YHDx6gatWqn63DhKgQ8jaxfPDgAbS1tWUcDRERERVGWloaTE1NpTaj/hSZJkTr1q3DunXrcO/ePQCAvb09AgICxA0S3759i3HjxmH79u3IysqCh4cH1q5dC0NDQ7GNpKQkDBs2DCdPnoSWlhb69euHefPmQUnp/y/t1KlTGDt2LK5fvw5TU1NMmzYNvr6+hY4z7zWZtrY2EyIiIqJvTGGGu8h0UHXVqlUxf/58REVF4fLly2jVqhU6deqE69evAwDGjBmDAwcOYOfOnTh9+jQePXqELl26iOfn5OSgffv2ePfuHc6fP48tW7Zg8+bNCAgIEOskJiaiffv2aNmyJWJiYjB69GgMHDgQR48eLfPrJSIiovKp3K1DpKenh0WLFqFbt24wMDDA1q1b0a1bNwDAzZs3YWtri4iICDRq1AiHDx9Ghw4d8OjRI/Gp0fr16zFp0iQ8efIEKioqmDRpEkJCQnDt2jWxj169euHly5c4cuRIoWJKS0uDjo4OXr16xSdERERE34ii/P4uN9Puc3JysH37dmRkZMDFxQVRUVHIzs6Gu7u7WMfGxgbVqlVDREQEACAiIgK1a9eWeoXm4eGBtLQ08SlTRESEVBt5dfLaKEhWVhbS0tKkPkRERPT9knlCFBcXBy0tLaiqqmLo0KHYu3cv7OzskJKSAhUVFejq6krVNzQ0REpKCgAgJSVFKhnKK88r+1ydtLS0AjefBIB58+ZBR0dH/HCGGRER0fdN5gmRtbU1YmJiEBkZiWHDhqFfv364ceOGTGOaMmUKXr16JX4ePHgg03iIiIiodMl82r2Kigpq1KgBAKhbty4uXbqEFStWoGfPnnj37h1evnwp9ZTo8ePH4oaVRkZGuHjxolR7jx8/Fsvy/pl37OM62traUFdXLzAmVVVVqKqqlsj1ERERUfkn8ydE/5Wbm4usrCzUrVsXysrKCAsLE8sSEhKQlJQEFxcXAICLiwvi4uKQmpoq1gkNDYW2tjbs7OzEOh+3kVcnrw0iIiIimT4hmjJlCtq2bYtq1arh9evX2Lp1K06dOoWjR49CR0cHfn5+GDt2LPT09KCtrY0RI0bAxcUFjRo1AgC0adMGdnZ26Nu3LxYuXIiUlBRMmzYNw4cPF5/wDB06FKtXr8bEiRMxYMAAnDhxAjt27EBISIgsL52IiIjKEZkmRKmpqfDx8UFycjJ0dHTg4OCAo0ePonXr1gCAZcuWQUFBAV27dpVamDGPoqIiDh48iGHDhsHFxQWampro168fZs2aJdaxsLBASEgIxowZgxUrVqBq1arYuHEjPDw8yvx6iYiIqHwqd+sQlUdch4iIiuLVq1fIzMyUdRhE3ywNDQ3o6Oh8dTtF+f0t80HVRETfk1evXmH16tXIzs6WdShE3yxlZWX4+/uXSFJUWEyIiIhKUGZmJrKzs9GlSxcYGBjIOhyib86TJ0+wZ88eZGZmMiEiIvrWGRgYwNjYWNZhEFEhlbtp90RERERljU+ISG4kJSXh6dOnZd5vpUqVUK1atTLvl4iICo8JEcmFpKQkWNvY4u2bsp/5o6augYSb8UyKiIjKMSZEJBeePn2Kt28yod9hHJT1y26z3uxnD/Ds4BI8ffqUCRGRDLm6usLJyQnLly+XdSj53Lx5E76+voiJiYGNjQ1iYmI+WffevXuwsLDAlStX4OTkVGYxygMmRCRXlPVNoWpUQ9ZhEBGJZsyYAU1NTSQkJEBLS0vW4ZS4iIgITJ06FZGRkVBUVISTkxOOHj36yf1EZYUJERERUTHk5ORAIpFAQeHr5ifdvXsX7du3h5mZWQlFVn5ERETA09MTU6ZMwapVq6CkpITY2NivvmelofxFRERE3y1XV1eMHDkSEydOhJ6eHoyMjBAYGAjgw+sgiUQi9cro5cuXkEgkOHXqFADg1KlTkEgkOHr0KJydnaGuro5WrVohNTUVhw8fhq2tLbS1tfHjjz/mWy38/fv34mJ/lSpVwvTp0/HxZg1ZWVkYP348qlSpAk1NTTRs2FDsFwA2b94MXV1d7N+/H3Z2dlBVVUVSUtJnrzc3NxezZs1C1apVoaqqCicnJxw5ckQsl0gkiIqKwqxZsyCRSMR7UVg5OTkYMGAAbGxsxFj+/vtv1KlTB2pqaqhevTpmzpyJ9+/fAwAGDBiADh06SLWRnZ2NypUr4/fffwcA7Nq1C7Vr14a6ujr09fXh7u6OjIyMIsWVZ8yYMRg5ciQmT54Me3t7WFtbo0ePHuJ+o+UJEyIiIipTW7ZsgaamJiIjI7Fw4ULMmjULoaGhRWojMDAQq1evxvnz5/HgwQP06NEDy5cvx9atWxESEoJjx45h1apV+fpVUlLCxYsXsWLFCixduhQbN24Uy/39/REREYHt27fj6tWr6N69Ozw9PXH79m2xTmZmJhYsWICNGzfi+vXrqFy58mfjXLFiBZYsWYLFixfj6tWr8PDwwA8//CC2mZycDHt7e4wbNw7JyckYP358oe9BVlYWunfvjpiYGJw9exbVqlXD2bNn4ePjg1GjRuHGjRvYsGEDNm/ejF9++QUAMHDgQBw5cgTJycliOwcPHkRmZiZ69uyJ5ORk9O7dGwMGDEB8fDxOnTqFLl26iIljcHAwtLS0Pvs5e/YsgA/7lUZGRqJy5cpo3LgxDA0N0aJFC5w7d67Q11iW+MqMiIjKlIODA2bMmAEAsLKywurVqxEWFgYrK6tCtzFnzhw0adIEAODn54cpU6bg7t27qF69OgCgW7duOHnyJCZNmiSeY2pqimXLlkEikcDa2hpxcXFYtmwZBg0ahKSkJAQFBSEpKQkmJiYAgPHjx+PIkSMICgrC3LlzAXx4mrJ27Vo4OjoWKs7Fixdj0qRJ6NWrFwBgwYIFOHnyJJYvX441a9bAyMgISkpK0NLSgpGRUaGvPz09He3bt0dWVhZOnjwprug8c+ZMTJ48Gf369QMAVK9eHbNnz8bEiRMxY8YMNG7cGNbW1vjzzz8xceJEAEBQUBC6d+8OLS0t3Lp1C+/fv0eXLl3EV3i1a9cW+/3hhx/QsGHDz8ZWpUoVAMA///wD4EPyunjxYjg5OeGPP/6Am5sbrl27VqQ/77LAhIiIiMqUg4OD1HdjY2OkpqYWuw1DQ0NoaGiIyVDesYsXL0qd06hRI0gkEvG7i4sLlixZgpycHMTFxSEnJwc1a9aUOicrKwv6+vridxUVlXzxf0paWhoePXokJm55mjRpgtjY2EK18Sm9e/dG1apVceLECanBybGxsQgPDxefCAEfXqu9ffsWmZmZ0NDQwMCBA/Hrr79i4sSJePz4MQ4fPowTJ04AABwdHeHm5obatWvDw8MDbdq0Qbdu3VCxYkUAQIUKFVChQoVCxZibmwsAGDJkCPr37w8AcHZ2RlhYGDZt2oR58+Z91T0oaUyIiIioTCkrK0t9l0gkyM3NFQfafjyu51Ob5H7chkQi+WSbhZWeng5FRUVERUVBUVFRquzjmV/q6upSSZWstGvXDn/99RciIiLQqlUr8Xh6ejpmzpyJLl265DtHTU0NAODj44PJkycjIiIC58+fh4WFBZo1awYAUFRURGhoKM6fPy++dsybIWZhYYHg4GAMGTLks7EdPnwYzZo1E7eusbOzkyq3tbX94tgrWWBCRERE5ULeZrjJyclwdnYGgM+uyVNUkZGRUt8vXLgAKysrKCoqwtnZGTk5OUhNTRWTg6+lra0NExMThIeHo0WLFuLx8PBwNGjQ4KvaHjZsGGrVqoUffvgBISEhYvt16tRBQkICatT49PIi+vr68PLyQlBQECIiIsSnN3kkEgmaNGmCJk2aICAgAGZmZti7dy/Gjh1bpFdm5ubmMDExQUJCglT5rVu30LZt2+JcdqliQkREROWCuro6GjVqhPnz58PCwgKpqamYNm1aibWflJSEsWPHYsiQIYiOjsaqVauwZMkSAEDNmjXh7e0NHx8fLFmyBM7Oznjy5AnCwsLg4OCA9u3bF6vPCRMmYMaMGbC0tISTkxOCgoIQExOD4ODgr76eESNGICcnBx06dMDhw4fRtGlTBAQEoEOHDqhWrRq6desGBQUFxMbG4tq1a5gzZ4547sCBA9GhQwfk5OSI442AD0ljWFgY2rRpg8qVKyMyMhJPnjyBra0tgKK9MpNIJOL1Ozo6wsnJCVu2bMHNmzexa9eur77+ksaEiIiIyo1NmzbBz88PdevWhbW1NRYuXIg2bdqUSNs+Pj548+YNGjRoAEVFRYwaNQqDBw8Wy4OCgjBnzhyMGzcODx8+RKVKldCoUaN809SLYuTIkXj16hXGjRuH1NRU2NnZYf/+/SU2oHj06NHIzc1Fu3btcOTIEXh4eODgwYOYNWsWFixYAGVlZdjY2GDgwIFS57m7u8PY2Bj29vbiIHLgw1OtM2fOYPny5UhLS4OZmRmWLFlS7Cc6o0ePxtu3bzFmzBg8f/4cjo6OCA0NhaWl5Vddd2mQCB+/rKUCpaWlQUdHB69evYK2trasw6FiiI6ORt26dWHUb3mZrlSdlXIHKVtGIyoqCnXq1Cmzfkl2kpOTsWHDBgwZMkQcQ0FU3qSnp6NKlSoICgoqcLyRLJXkv0NF+f3NJ0RERERyIjc3F0+fPsWSJUugq6uLH374QdYhlRtcmJGIiKiYCrNAYVHMnTv3k+2VxEDkpKQkGBoaYuvWrdi0aROUlPhcJA/vBBERUTF9bhZc3myrohg6dCh69OhRYFlJbIZqbm4OjpQpGBMiIiKiYvrc9Pbi0NPTg56eXom2SYXDV2ZERCQX8jaGffnypaxDKTW+vr7w8vKSdRjfJCZERET03XF1dcXo0aOljjVu3BjJycnivl9U+rKzszFr1ixYWlpCTU0Njo6OOHLkiKzDKhATIiIiKlHv3r0rl32rqKjAyMioXGy9URw5OTlF2o6kPJg2bRo2bNiAVatW4caNGxg6dCg6d+6MK1euyDq0fJgQERHRZ7m6usLf3x/+/v7Q0dFBpUqVMH36dHFwrrm5OWbPng0fHx9oa2uLix3u3r0b9vb2UFVVhbm5ubgqdJ6883r37g1NTU1UqVIFa9askarz8uVLDBw4EAYGBtDW1karVq2kNkYNDAyEk5MTNm7cCAsLC6ipqcHX1xenT5/GihUrIJFIIJFIcO/evQJfmZ07dw7NmjWDuro6TE1NMXLkSGRkZIjla9euhZWVFdTU1GBoaIhu3bqVyD0DPmwcO378eFSpUgWamppo2LAhTp06JZZv3rwZurq62L9/P+zs7KCqqlrkPcAuXboEAwMDLFiw4Iv38969e1BQUMDly5el2li+fDnMzMyKlYz9+eef+Pnnn9GuXTtUr14dw4YNQ7t27fL9XSgPmBAREdEXbdmyBUpKSrh48SJWrFiBpUuXYuPGjWL54sWL4ejoiCtXrmD69OmIiopCjx490KtXL8TFxSEwMBDTp0/H5s2bpdpdtGiReN7kyZMxatQohIaGiuXdu3dHamoqDh8+LC5w6ubmhufPn4t17ty5g927d2PPnj2IiYnBihUr4OLigkGDBiE5ORnJyckwNTXNd013796Fp6cnunbtiqtXr+J///sfzp07B39/fwDA5cuXMXLkSMyaNQsJCQk4cuQImjdvXmL3zN/fHxEREdi+fTuuXr2K7t27w9PTE7dv3xbrZGZmYsGCBdi4cSOuX7+OypUrF7r/EydOoHXr1vjll18wadKkL95Pc3NzuLu7IygoSKqdoKAg+Pr6ipvvfm6pAS0tLQwdOlQ8NysrS9xUNo+6ujrOnTtX6OsoK5xlRkREX2Rqaoply5ZBIpHA2toacXFxWLZsGQYNGgQAaNWqFcaNGyfW9/b2hpubG6ZPnw7gw15hN27cwKJFi+Dr6yvWa9KkCSZPnizWCQ8Px7Jly9C6dWucO3cOFy9eRGpqKlRVVQF8SLz27duHXbt2iU+i3r17hz/++EPcHBb48HpMQ0MDRkZGn7ymefPmwdvbWxxrZGVlhZUrV6JFixZYt24dkpKSoKmpiQ4dOqBChQowMzMTN5392nuWlJSEoKAgJCUliVtnjB8/HkeOHEFQUBDmzp0L4MMYnLVr18LR0bHQ/QLA3r174ePjg40bN6Jnz54AUKj7OXDgQAwdOhRLly6FqqoqoqOjERcXh7///lts+0sb7n68IrSHhweWLl2K5s2bw9LSEmFhYdizZw9ycnKKdD1lgU+IiIjoixo1aiQ19sbFxQW3b98Wf7HVq1dPqn58fDyaNGkidaxJkyZS5+S18zEXFxfEx8cDAGJjY5Geng59fX2pJxCJiYm4e/eueI6ZmZlUMlRYsbGx2Lx5s1TbHh4eyM3NRWJiIlq3bg0zMzNUr14dffv2RXBwMDIzMwvd/ufuWVxcHHJyclCzZk2p/k+fPi11bSoqKnBwcCjSdUVGRqJ79+74888/xWQo73q/dD+9vLygqKiIvXv3Avjw2q5ly5YwNzcX26lRo8ZnPx8/xVqxYgWsrKxgY2MDFRUV+Pv7o3///uLTpvKET4iIiOiraWpqlnib6enpMDY2lhpXk0dXV/er+05PT8eQIUMwcuTIfGXVqlWDiooKoqOjcerUKRw7dgwBAQEIDAzEpUuXpPovbt+KioqIioqCoqKiVJmWlpb4s7q6epEHgVtaWkJfXx+bNm1C+/btoaysLPb5pfupoqICHx8fcY+zrVu3YsWKFZ+MryB9+vTB+vXrAQAGBgbYt28f3r59i2fPnsHExASTJ09G9erVi3RNZYEJERERfVFkZKTU9wsXLsDKyirfL/M8tra2CA8PlzoWHh6OmjVrSp1z4cKFfO3a2toCAOrUqYOUlBQoKSlJPaEoDBUVlS++lqlTpw5u3Ljx2cUVlZSU4O7uDnd3d8yYMQO6uro4ceJEoTZE/dw9c3Z2Rk5ODlJTU9GsWbPCXVQhVapUCXv27IGrqyt69OiBHTt2QFlZudD3c+DAgahVqxbWrl2L9+/f57vWorwyy6OmpoYqVaogOzsbu3fv/uRq3LLEhIiIiL4oKSkJY8eOxZAhQxAdHY1Vq1Z9dqbQuHHjUL9+fcyePRs9e/ZEREQEVq9ejbVr10rVCw8Px8KFC+Hl5YXQ0FDs3LkTISEhAAB3d3e4uLjAy8sLCxcuRM2aNfHo0SOEhISgc+fO+V7Tfczc3ByRkZG4d+8etLS0Clz9edKkSWjUqBH8/f0xcOBAaGpq4saNGwgNDcXq1atx8OBB/PPPP2jevDkqVqyIQ4cOITc3F9bW1l99z2rWrAlvb2/4+PhgyZIlcHZ2xpMnTxAWFgYHBwe0b9++UH18SuXKlXHixAm0bNkSvXv3xvbt2wt9P21tbdGoUSNMmjQJAwYMyLdlSFFW546MjMTDhw/h5OSEhw8fIjAwELm5uZg4ceJXXV9pKH8v8YiIqNzx8fHBmzdv0KBBAwwfPhyjRo0SBzUXpE6dOtixYwe2b9+OWrVqISAgALNmzZIaUA18SJwuX74MZ2dnzJkzB0uXLoWHhwcAQCKR4NChQ2jevDn69++PmjVrolevXrh//z4MDQ0/G+/48eOhqKgIOzs7GBgYFDhd3cHBAadPn8atW7fQrFkzODs7IyAgQBzkrKuriz179qBVq1awtbXF+vXrsW3bNtjb25fIPQsKCoKPjw/GjRsHa2treHl54dKlS6hWrVqh2v8SIyMjnDhxAnFxcfD29kZubm6h76efnx/evXuHAQMGfFUMb9++xbRp02BnZ4fOnTujSpUqOHfu3Fe/ciwNEoG7vH1RWloadHR08OrVqwIfBVL5Fx0djbp168Ko33KoGpXs3kOfk5VyBylbRovTW+n7l5ycjA0bNmDIkCEwNjaWdTglwtXVFU5OTli+fHmJtmtubo7Ro0fnW1H6e1Ba96yszJ49Gzt37sTVq1fLvO+S/HeoKL+/+cqMylxSUhKePn1apn3mzVohIqJPS09Px71797B69WrMmTNH1uGUKSZEVKaSkpJgbWOLt28KP3WViKg8SUpKgp2d3SfLb9y4UWp9f26G1+HDh796gLa/vz+2bdsGLy+vr35d9q1hQkRl6unTp3j7JhP6HcZBWT//yrGl5c0/l/Hq7F9l1h/R96Sgadol4d69e6XSbmkzMTH57EwrExOTUrtnn+u3SpUqX93+5s2b860mLi+YEJFMKOublulYnuxnD8qsLyL6vikpKRVpplVJklW/8oCzzIiIiEjuMSEiIiIqJ8zNzUtsZlpgYCCcnJxKpC15wISIiIiISt38+fMhkUjK7TILTIiIiIioVF26dAkbNmwo8ka1ZYkJERERfbNcXV3h7+8Pf39/6OjooFKlSpg+fTry1hz+888/Ua9ePVSoUAFGRkb48ccfkZqaKp7/4sULeHt7w8DAAOrq6rCyskJQUBAA4N27d/D394exsTHU1NRgZmaGefPmiee+fPkSQ4YMgaGhIdTU1FCrVi0cPHhQLN+9ezfs7e2hqqoKc3PzfFudpKamomPHjlBXV4eFhQWCg4PzXd/Lly8xcOBAGBgYQFtbG61atUJsbGyx79fGjRtha2sLNTU12NjYSG2lcu/ePUgkEuzZswctW7aEhoYGHB0dERERUez+gA9rG3l7e+O3335DxYoVv6qt0sSEiIiIvmlbtmyBkpISLl68iBUrVmDp0qXYuHEjACA7OxuzZ89GbGws9u3bh3v37kltHzJ9+nTcuHEDhw8fRnx8PNatW4dKlSoBAFauXIn9+/djx44dSEhIQHBwsLgpam5uLtq2bYvw8HD89ddfuHHjBubPny9uXBsVFYUePXqgV69eiIuLQ2BgIKZPny41pd3X1xcPHjzAyZMnsWvXLqxdu1YqWQOA7t27IzU1FYcPHxZXvHdzc8Pz58+LfJ+Cg4MREBCAX375BfHx8Zg7dy6mT5+OLVu2SNWbOnUqxo8fj5iYGNSsWRO9e/fG+/fvAXxYg0lLS+uzn7lz50q1N3z4cLRv3x7u7u5Fjrkscdo9ERF900xNTbFs2TJIJBJYW1sjLi4Oy5Ytw6BBg6QWF6xevTpWrlyJ+vXrIz09HVpaWkhKSoKzs7O4senHu8AnJSXBysoKTZs2hUQigZmZmVh2/PhxXLx4EfHx8ahZs6bYfp6lS5fCzc0N06dPB/BhM9cbN25g0aJF8PX1xa1bt3D48GFcvHgR9evXBwD8/vvvsLW1Fds4d+4cLl68iNTUVKiqqgIAFi9ejH379mHXrl2f3UuuIDNmzMCSJUvE3estLCxw48YNbNiwAf369RPrjR8/XtxcdubMmbC3t8edO3dgY2PzxTWYAEhtpLt9+3ZER0fj0qVLRYpVFpgQERHRN61Ro0aQSCTidxcXFyxZsgQ5OTmIiYlBYGAgYmNj8eLFC+Tm5gL4/9Wmhw0bhq5duyI6Ohpt2rSBl5cXGjduDODDE5zWrVvD2toanp6e6NChA9q0aQPgwwKJVatWFZOh/4qPj0enTp2kjjVp0gTLly9HTk4O4uPjoaSkhLp164rlNjY2UpuexsbGIj09Hfr6+lLtvHnzBnfv3i3SPcrIyMDdu3fh5+eHQYMGicffv38PHR0dqbofj/PJ20ssNTUVNjY2RVqD6cGDBxg1ahRCQ0OhpqZWpHhlgQkRERF9l96+fQsPDw94eHggODhY3PXew8MD7969AwC0bdsW9+/fx6FDhxAaGgo3NzcMHz4cixcvRp06dZCYmIjDhw/j+PHj6NGjB9zd3bFr1y6oq6uXevzp6ekwNjYucNXrou4Wn56eDgD47bff0LBhQ6myvNd8eZSVlcWf8xLN/yaSn/Pzzz/j559/RlRUFFJTU6U2ts7JycGZM2ewevVqZGVl5etblpgQERHRNy0yMlLq+4ULF2BlZYWbN2/i2bNnmD9/PkxNP2wVdPny5XznGxgYoF+/fujXrx+aNWuGCRMmYPHixQAAbW1t9OzZEz179kS3bt3g6emJ58+fw8HBAf/++y9u3bpV4FMiW1tbhIeHSx0LDw9HzZo1oaioCBsbG7x//x5RUVHiK7OEhAS8fPlSrF+nTh2kpKRASUlJ6lVecRgaGsLExAT//PMPvL29i91OUV6Zubm5IS4uTqqsf//+sLGxwaRJk8pVMgQwISIiom9cUlISxo4diyFDhiA6OhqrVq3CkiVLUK1aNaioqGDVqlUYOnQorl27htmzZ0udGxAQgLp168Le3h5ZWVk4ePCgOI5n6dKlMDY2hrOzMxQUFLBz504YGRlBV1cXLVq0QPPmzdG1a1csXboUNWrUwM2bNyGRSODp6Ylx48ahfv36mD17Nnr27ImIiAisXr1anNWV9xpuyJAhWLduHZSUlDB69GipJ0/u7u5wcXGBl5cXFi5ciJo1a+LRo0cICQlB586dxXFPhTVz5kyMHDkSOjo68PT0RFZWFi5fvowXL15g7NixhWqjKK/MKlSogFq1akkd09TUhL6+fr7j5YFMZ5nNmzcP9evXR4UKFVC5cmV4eXkhISFBqo6rqyskEonUZ+jQoVJ1kpKS0L59e2hoaKBy5cqYMGGCOCI+z6lTp1CnTh2oqqqiRo0acrt5HRHR98bHxwdv3rxBgwYNMHz4cIwaNQqDBw+GgYEBNm/ejJ07d8LOzg7z588Xn/zkUVFRwZQpU+Dg4IDmzZtDUVER27dvB/DhF/rChQtRr1491K9fH/fu3cOhQ4egoPDhV+fu3btRv3599O7dG3Z2dpg4cSJycnIAfHi6s2PHDmzfvh21atVCQEAAZs2aJTXDLSgoCCYmJmjRogW6dOmCwYMHo3LlymK5RCLBoUOH0Lx5c/Tv3x81a9ZEr169cP/+fRgaGhb5Pg0cOBAbN25EUFAQateujRYtWmDz5s2wsLAoclvfI4mQt1iDDHh6eqJXr16oX78+3r9/j59//hnXrl3DjRs3oKmpCeBDQlSzZk3MmjVLPE9DQwPa2toAPryPdHJygpGRERYtWoTk5GT4+Phg0KBB4tS/xMRE1KpVC0OHDsXAgQMRFhaG0aNHIyQkBB4eHl+MMy0tDTo6Onj16pXYLxVPdHQ06tatC6N+y8t0c9f06yfx7OCSMu83K+UOUraMFqfL0vcvOTkZGzZswJAhQ8QBqVR6XF1d4eTkVGLbXZDsleS/Q0X5/S3TV2ZHjhyR+r5582ZUrlwZUVFRaN68uXhcQ0MDRkZGBbZx7Ngx3LhxA8ePH4ehoSGcnJwwe/ZsTJo0CYGBgVBRUcH69ethYWEhLopla2uLc+fOYdmyZYVKiIiIiOj7Vq4WZnz16hUA6TUMgA+LSVWqVAm1atXClClTkJmZKZZFRESgdu3aUo8PPTw8kJaWhuvXr4t1/rsglIeHx1evvklERCQr9vb2n1wcsaBVr+nzys2g6tzcXIwePRpNmjSRGmz1448/wszMDCYmJrh69SomTZqEhIQE7NmzBwCQkpKS711q3veUlJTP1klLS8ObN2/yTZ/MyspCVlaW+D0tLa3kLpSIiEpMQVPS5cWhQ4eQnZ1dYFlxxhjJu3KTEA0fPhzXrl3DuXPnpI5/vBJn7dq1YWxsDDc3N9y9exeWlpalEsu8efMwc+bMUmmbiIioJHy8cjZ9vXLxyszf3x8HDx7EyZMnUbVq1c/WzVtQ6s6dOwAAIyMjPH78WKpO3ve8cUefqqOtrV3g4lpTpkzBq1evxM+DBw+Kd2FERN+RvM0/v7QOTUnw9fWFl5fXV7cTHh6O2rVrQ1lZuUTaKy5XV1eMHj263LZHMk6IBEGAv78/9u7dixMnThRq6l/ev4h5I89dXFwQFxcntSFeaGgotLW1xdU0XVxcEBYWJtVOaGgoXFxcCuxDVVUV2traUh8iou/R5s2bC73qsampKZKTk8vlGjKfMnbsWDg5OSExMZHLrRSRubn5V8/eW7duHRwcHMTfpS4uLjh8+HDJBFjCZJoQDR8+HH/99Re2bt2KChUqICUlBSkpKXjz5g0A4O7du5g9ezaioqJw79497N+/Hz4+PmjevLm410qbNm1gZ2eHvn37IjY2FkePHsW0adMwfPhwcTO8oUOH4p9//sHEiRNx8+ZNrF27Fjt27MCYMWNkdu1ERN+Sd+/eQVFREUZGRlBSKjejLb7o7t27aNWqFapWrVrk7S7y5G3zQUVXtWpVzJ8/H1FRUbh8+TJatWqFTp06iZOeyhOZJkTr1q3Dq1ev4OrqCmNjY/Hzv//9D8CHBbOOHz+ONm3awMbGBuPGjUPXrl1x4MABsQ1FRUUcPHgQioqKcHFxQZ8+feDj4yO1bpGFhQVCQkIQGhoKR0dHLFmyBBs3buSUeyIqc66urhgxYgRGjx6NihUrwtDQEL/99hsyMjLQv39/VKhQATVq1BD/LzonJwd+fn6wsLCAuro6rK2tsWLFCrG9t2/fwt7eXmq85d27d1GhQgVs2rTps7GcOnUK/fv3x6tXr8SFbwMDAwF8eDowe/Zs+Pj4QFtbG4MHDy7wldm1a9fQtm1baGlpwdDQEH379sXTp0/F8l27dqF27dpQV1eHvr4+3N3dkZGRUej7NXPmTBgYGEBbWxtDhw6VSk5yc3Mxb9488d44Ojpi165dAP7/9d6zZ88wYMAASCQS8QnR6dOn0aBBA6iqqsLY2BiTJ0+WWszX1dUV/v7+GD16NCpVqiT+rvjStRbFixcv4OPjg4oVK0JDQwNt27bF7du3peqEh4fD1dUVGhoaqFixIjw8PPDixYsC2wsJCYGOjo44uywuLg6tWrUS7/vgwYPF/czyrvG/r9y8vLzEhSNdXV1x//59jBkzRvy7URwdO3ZEu3btYGVlhZo1a+KXX36BlpYWLly4UKz2SpPMX5kV9Mn7AzE1NcXp06fx7NkzvH37Frdv38bChQvzvcIyMzPDoUOHkJmZiSdPnmDx4sX5/g/G1dUVV65cQVZWFu7evSu1WigRUVnasmULKlWqhIsXL2LEiBEYNmwYunfvjsaNG4u7rvft2xeZmZnIzc1F1apVsXPnTty4cQMBAQH4+eefsWPHDgCAmpoagoODsWXLFvz999/IyclBnz590Lp1awwYMOCzcTRu3BjLly+HtrY2kpOTkZycjPHjx4vlixcvhqOjI65cuYLp06fnO//ly5do1aoVnJ2dcfnyZRw5cgSPHz9Gjx49AHxYYK93794YMGAA4uPjcerUKXTp0gWFXQ84LCxMPG/btm3Ys2eP1ISXefPm4Y8//sD69etx/fp1jBkzBn369MHp06fF13va2tpYvnw5kpOT0bNnTzx8+BDt2rVD/fr1ERsbi3Xr1uH333/HnDlz8v0ZqaioIDw8HOvXr//itRaVr68vLl++jP379yMiIgKCIKBdu3birLGYmBi4ubnBzs4OEREROHfuHDp27CiuhP2xrVu3onfv3ggODoa3tzcyMjLg4eGBihUr4tKlS9i5cyeOHz8Of3//Qse3Z88eVK1aFbNmzRL/bgAfdob41FT/vE/eosj/lZOTg+3btyMjI+OTQ1Zk6dt57klE9J1wdHTEtGnTAHyYxDF//nxUqlQJgwYNAvBhf61169bh6tWraNSokVQSYGFhgYiICOzYsUP8Zezk5IQ5c+Zg4MCB4tYOBw8e/GIcKioq0NHRgUQiKXDx21atWmHcuHHi93v37kmVr169Gs7OzlK/ADdt2gRTU1PcunUL6enpeP/+Pbp06SLOiKpdu3Yh79KH+DZt2gQNDQ3Y29tj1qxZmDBhAmbPno3s7GzMnTsXx48fF3+5Vq9eHefOncOGDRvQokULGBkZQSKRQEdHR7y+tWvXwtTUFKtXr4ZEIoGNjQ0ePXqESZMmISAgQNyWw8rKCgsXLhRjmTNnzmevtaANXj/l9u3b2L9/P8LDw9G4cWMAH9bbMzU1xb59+9C9e3dxy5C8vc+AD+sO/deaNWswdepUHDhwAC1atADwIUF6+/Yt/vjjD3HXh9WrV6Njx45YsGBBoabk6+npQVFRERUqVJD6u1GUzV3zxMXFwcXFBW/fvoWWlhb27t0rjvEtT5gQERGVsbwxkMCH1/76+vpSiULeL6y8ySJr1qzBpk2bkJSUhDdv3uDdu3dwcnKSanPcuHHYt28fVq9ejcOHD0NfX/+r4/zS5qGxsbE4efIktLS08pXdvXsXbdq0gZubG2rXrg0PDw+0adMG3bp1Q8WKFQvVv6OjIzQ0NMTvLi4uSE9Px4MHD5Ceno7MzEy0bt1a6px3797B2dn5k23Gx8fDxcVF6hVQkyZNkJ6ejn///RfVqlUDANStW7dI11qUhCg+Ph5KSkrirGkA0NfXh7W1NeLj4wF8eELUvXv3z7aza9cupKamIjw8HPXr15dq39HRUUyG8q4xNzcXCQkJX7VGUVE2d81jbW2NmJgYvHr1Crt27UK/fv1w+vTpcpcUMSEiIipjysrKUt8lEonUsbxf1rm5udi+fTvGjx+PJUuWwMXFBRUqVMCiRYsQGRkp1UZqaipu3boFRUVF3L59G56enl8d58e/UAuSnp4uPnX4L2NjYygqKiI0NBTnz5/HsWPHsGrVKkydOhWRkZFfvaFo3niYkJAQVKlSRaosb0LN1/jvtX/pWktaQUvC/JezszOio6OxadMm1KtXr0jjfBQUFPK9uvzUIo8fS0pK+mIi8/PPP+Pnn38Wv6uoqIhJVN26dXHp0iWsWLECGzZsKHS8ZYEJERFROZb3WuWnn34Sj929ezdfvQEDBqB27drw8/PDoEGD4O7uDltb2y+2r6KiUuC4lMKoU6cOdu/eDXNz80/OPJNIJGjSpAmaNGmCgIAAmJmZYe/evRg7duwX24+NjZXaTeDChQvQ0tKCqakp9PT0oKqqiqSkJPFVUWHY2tpi9+7dEARBTCDCw8NRoUKFz66DV5hrLUoM79+/R2RkpPjK7NmzZ0hISBCTDQcHB4SFhX12kWBLS0ssWbIErq6uUFRUxOrVq8X2N2/ejIyMDDGxCw8Ph4KCAqytrQEABgYG4rgg4MP4nmvXrqFly5bisYL+bhTnldl/5ebmSu0GUV6Ui4UZiYioYFZWVrh8+TKOHj2KW7duYfr06bh06ZJUnTVr1iAiIgJbtmyBt7c3vLy84O3tXajp4ubm5khPT0dYWBiePn0qtVfklwwfPhzPnz9H7969cenSJdy9exdHjx5F//79kZOTg8jISMydOxeXL19GUlIS9uzZgydPnhQqUQM+vP7y8/PDjRs3cOjQIcyYMQP+/v5QUFBAhQoVMH78eIwZMwZbtmzB3bt3ER0djVWrVmHLli2fbPOnn37CgwcPMGLECNy8eRN///03ZsyYgbFjx4rjh4pzrUVhZWWFTp06YdCgQTh37hxiY2PRp08fVKlSBZ06dQLwYWzZpUuX8NNPP+Hq1au4efMm1q1bl29WW82aNXHy5Ens3r1bnDXm7e0NNTU19OvXD9euXcPJkycxYsQI9O3bV3xd1qpVK4SEhCAkJAQ3b97EsGHD8PLlS6m2zc3NcebMGTx8+FDsN++V2ec+HydEU6ZMwZkzZ3Dv3j3ExcVhypQpOHXqFLy9vYt0z8oCEyIionJsyJAh6NKlC3r27ImGDRvi2bNnUk+Lbt68iQkTJoiDhYEPA4efPn1a4Myw/2rcuDGGDh2Knj17wsDAQGog8ZeYmJggPDwcOTk5aNOmDWrXro3Ro0dDV1cXCgoK0NbWxpkzZ9CuXTvUrFkT06ZNw5IlS9C2bdtCte/m5gYrKys0b94cPXv2xA8//CAuCwAAs2fPxvTp0zFv3jzY2trC09MTISEhn30dV6VKFRw6dAgXL16Eo6Mjhg4dCj8/P3GQe3GvtaiCgoJQt25ddOjQAS4uLhAEAYcOHRJfndasWRPHjh1DbGwsGjRoABcXF/z9998FPp2ytrbGiRMnsG3bNowbNw4aGho4evQonj9/jvr166Nbt25wc3MTnyABH54o9uvXDz4+PmjRogWqV68u9XQIAGbNmoV79+7B0tISBgYGRb5G4MOrXB8fH1hbW8PNzQ2XLl3C0aNH8439Kg8kQmHnP8qxtLQ06Ojo4NWrV1y1+itFR0ejbt26MOq3HKpGRRuY9zXSr5/Es4NLyrzfrJQ7SNkyGlFRUahTp06Z9Uuyk5ycjA0bNmDIkCGlMraE6HtXkv8OFeX3N58QERERkdxjQkRE9B3LW1m5KAvolYXPLex39uxZmcVVHF9arDApKUnWIVIhcJYZEdF3bOPGjeL+kP/1pdlApelzM5X+O42+vPvSzCsTE5OyC4aKjQkREdF3rLwmF0Vd3K88K85ihVT+8JUZERFROXPq1ClIJJJ8U+G/hrm5OZYvX15i7X1vmBARERHJgUuXLmHw4MHid4lEgn379pVqn7/99huaNWuGihUromLFinB3d8fFixdLtc/iYkJEREQkBwwMDKT2hisLp06dQu/evXHy5ElERETA1NQUbdq0wcOHD8s0jsJgQkRERHItNzcXCxcuRI0aNaCqqopq1arhl19+AfBhp/ZWrVpBXV0d+vr6GDx4sLiPGgD4+vrCy8sLc+fOhaGhIXR1dTFr1iy8f/8eEyZMgJ6eHqpWrYqgoCDxnHv37kEikWD79u1o3Lgx1NTUUKtWLZw+ffqzcZ47dw7NmjWDuro6TE1NMXLkSGRkZAAA/vjjD2hpaeH27dti/Z9++gk2Njbi6uMfvzIzNzcHAHTu3BkSiQTm5ua4d+8eFBQUcPnyZal+ly9fDjMzM+Tm5hb53gYHB+Onn36Ck5MTbGxssHHjRuTm5iIsLKzIbZU2JkRERCTXpkyZgvnz52P69Om4ceMGtm7dCkNDQ2RkZMDDwwMVK1bEpUuXsHPnThw/fhz+/v5S5584cQKPHj3CmTNnsHTpUsyYMQMdOnRAxYoVERkZiaFDh2LIkCH4999/pc6bMGECxo0bhytXrsDFxQUdO3bEs2fPCozx7t278PT0RNeuXXH16lX873//w7lz58RYfHx80K5dO3h7e+P9+/cICQnBxo0bERwcXOBTobztX4KCgpCcnIxLly7B3Nwc7u7uUslbXh1fX19xRe7PLTGgpaWFoUOHfvJeZ2ZmIjs7W6YzHD+Fs8yIiEhuvX79GitWrMDq1avRr18/AB82TW3atCl+++03vH37Fn/88Ye4Serq1avFXe/z9gXT09PDypUrxc1TFy5ciMzMTHHH97yE69y5c+jVq5fYt7+/P7p27QoAWLduHY4cOYLff/8dEydOzBfnvHnz4O3tLe5XZmVlhZUrV6JFixZYt24d1NTUsGHDBjg4OGDkyJHYs2cPAgMDUbdu3QKvO28rDl1dXRgZGYnHBw4ciKFDh2Lp0qVQVVVFdHQ04uLi8Pfff4t1vrS56+dWhJ40aRJMTEzg7u7+2TZkgQkRERHJrfj4eGRlZcHNza3AMkdHRzEZAoAmTZogNzcXCQkJYkJkb28vtZ+ZoaEhatWqJX5XVFSEvr4+UlNTpdp3cXERf1ZSUkK9evUQHx9fYJyxsbG4evUqgoODxWOCICA3NxeJiYmwtbVFxYoV8fvvv8PDwwONGzfG5MmTi3g3AC8vLwwfPhx79+5Fr169sHnzZrRs2VJ8xQYUf8mE+fPnY/v27Th16hTU1NSK1UZpYkJERERyS11d/avbyNuQNY9EIinwWHHG4ORJT0/HkCFDMHLkyHxl1apVE38+c+YMFBUVkZycjIyMDFSoUKFI/aioqMDHxwdBQUHo0qULtm7dihUrVkjV0dLS+mwbffr0wfr166WOLV68GPPnz8fx48fh4OBQpJjKChMiIiKSW1ZWVlBXV0dYWBgGDhwoVWZra4vNmzcjIyNDfEoUHh4uvhr7WhcuXEDz5s0BAO/fv0dUVFS+8Ul56tSpgxs3bnz26cz58+exYMECHDhwAJMmTYK/vz+2bNnyyfrKysrIycnJd3zgwIGoVasW1q5di/fv36NLly5S5UV9ZbZw4UL88ssvOHr0KOrVq/fZc2WJCREREcktNTU1TJo0CRMnToSKigqaNGmCJ0+e4Pr16/D29saMGTPQr18/BAYG4smTJxgxYgT69u0rvi77GmvWrIGVlRVsbW2xbNkyvHjxAgMGDCiw7qRJk9CoUSP4+/tj4MCB0NTUxI0bNxAaGorVq1fj9evX6Nu3L0aOHIm2bduiatWqqF+/Pjp27Ihu3boV2Ka5uTnCwsLQpEkTqKqqomLFigA+JIKNGjXCpEmTMGDAgHxP0YryymzBggUICAjA1q1bYW5ujpSUFAD/PzC7POEsMyIikmvTp0/HuHHjEBAQAFtbW/Ts2ROpqanQ0NDA0aNH8fz5c9SvXx/dunWDm5sbVq9eXSL9zp8/H/Pnz4ejoyPOnTuH/fv3o1KlSgXWdXBwwOnTp3Hr1i00a9YMzs7OCAgIEPdJGzVqFDQ1NcUNe2vXro25c+diyJAhn1zzZ8mSJQgNDYWpqSmcnZ2lyvz8/PDu3btPJmiFtW7dOrx79w7dunWDsbGx+Fm8ePFXtVsa+ISIiIjkmoKCAqZOnYqpU6fmK6tduzZOnDjxyXM3b96c79ipU6fyHbt3716+Y7a2toiMjCywXVdXVwiCIHWsfv36OHbsWIH1N23alO/Y2LFjMXbs2E/G0LFjR3Ts2LHA9h4+fIjatWujfv36BZYXVkHXXV7xCREREREB+DB4+9q1a1i9ejVGjBgh63DKFBMiIiIiAvBhbaS6devC1dX1q1+XfWv4yoyIiKgMmZub53sdVl5s3ry5wNeA8oBPiIiIiEjuMSEiIiIqYa6uruI2Gx9vqipLeRvRUsGYEBEREZWiS5cuYfDgwbIOAytWrJB6HfZx0lZaTp06hU6dOsHY2BiamppwcnKS2n6kPOEYIiIiolKUt5GqrOTk5EAikUBHR6fM+z5//jwcHBwwadIkGBoa4uDBg/Dx8YGOjg46dOhQ5vF8Dp8QERERfYWMjAz4+PhAS0sLxsbGWLJkiVT5x6/MBEFAYGAgqlWrBlVVVZiYmEjtT2Zubo7Zs2ejd+/e0NTURJUqVbBmzRqp9pYuXYratWtDU1MTpqam+Omnn5Ceni6Wb968Gbq6uti/fz/s7OygqqqKpKQkqVdmvr6+OH36NFasWAGJRAKJRILExETUqFEj36KJMTExkEgkuHPnTpHvzc8//4zZs2ejcePGsLS0xKhRo+Dp6Yk9e/YUua3SxoSIiIjoK0yYMAGnT5/G33//jWPHjuHUqVOIjo4usO7u3buxbNkybNiwAbdv38a+fftQu3ZtqTqLFi2Co6Mjrly5gsmTJ2PUqFEIDQ0VyxUUFLBy5Upcv34dW7ZswYkTJzBx4kSpNjIzM7FgwQJs3LgR169fR+XKlaXKV6xYARcXFwwaNAjJyclITk5GtWrVMGDAAAQFBUnVDQoKQvPmzcUtO9q2bStuvVHQx97e/rP369WrV9DT0/v8TZUBvjIjIiIqpvT0dPz+++/466+/4ObmBgDYsmULqlatWmD9pKQkGBkZwd3dHcrKyqhWrRoaNGggVadJkyaYPHkyAKBmzZoIDw/HsmXL0Lp1awCQGvdjbm6OOXPmYOjQoVi7dq14PDs7G2vXroWjo2OBcejo6EBFRQUaGhowMjISj/v6+iIgIAAXL15EgwYNkJ2dja1bt0o9Ndq4cSPevHnzyXuirKz8ybIdO3bg0qVL2LBhwyfryAoTIiIiomK6e/cu3r17h4YNG4rH9PT0YG1tXWD97t27Y/ny5ahevTo8PT3Rrl07dOzYEUpK///r2MXFReocFxcXqVlqx48fx7x583Dz5k2kpaXh/fv3ePv2LTIzM6GhoQEAUFFRgYODQ5Gvx8TEBO3bt8emTZvQoEEDHDhwAFlZWejevbtYp0qVKkVuFwBOnjyJ/v3747fffvviUyRZ4CszIiKiMmJqaoqEhASsXbsW6urq+Omnn9C8eXNkZ2cX6vx79+6hQ4cOcHBwwO7duxEVFSWOMXr37p1YT11dHRKJpFgxDhw4ENu3b8ebN28QFBSEnj17iokWULxXZqdPn0bHjh2xbNky+Pj4FCuu0sYnRERERMVkaWkJZWVlREZGolq1agCAFy9e4NatW2jRokWB56irq4sbqw4fPhw2NjaIi4tDnTp1AAAXLlyQqn/hwgXY2toCAKKiopCbm4slS5ZAQeHDM40dO3YUK3YVFRXk5OTkO96uXTtoampi3bp1OHLkCM6cOSNVXtRXZqdOnUKHDh2wYMGCcrH8wKcwISIiIiomLS0t+Pn5YcKECdDX10flypUxdepUMVn5r82bNyMnJwcNGzaEhoYG/vrrL6irq8PMzEysEx4ejoULF8LLywuhoaHYuXMnQkJCAAA1atRAdnY2Vq1ahY4dOyI8PBzr168vVuzm5uaIjIzEvXv3oKWlBT09PSgoKEBRURG+vr6YMmUKrKys8r3CK8ors5MnT6JDhw4YNWoUunbtipSUFAAfkrHyNrCar8yIiIi+wqJFi9CsWTN07NgR7u7uaNq0KerWrVtgXV1dXfz2229o0qQJHBwccPz4cRw4cAD6+vpinXHjxuHy5ctwdnbGnDlzsHTpUnh4eAAAHB0dsXTpUixYsAC1atVCcHAw5s2bV6y4x48fD0VFRdjZ2cHAwABJSUlimZ+fH969e4f+/fsXq+08W7ZsQWZmJubNmwdjY2Px06VLl69qtzTwCREREdFX0NLSwp9//ok///xTPDZhwgTx53v37ok/e3l5fXH7DG1t7c++BhszZgzGjBkjdaxv377iz76+vvD19c133n83ba1ZsyYiIiIK7OPhw4dQVlb+6vE+39JmsUyIiIiICACQlZWFJ0+eIDAwEN27d4ehoaGsQyozfGVGREREAIBt27bBzMwML1++xMKFC2UdTpniEyIiIqJy4uPXa7Lwqddt8oBPiIiIiEjuMSEiIiIiuceEiIiIiOQeEyIiIqJywtzcXGrfsuI4c+YMOnbsCBMTE0gkEuzbty9fHUEQEBAQAGNjY6irq8Pd3R23b9+WqvP8+XN4e3tDW1sburq68PPzQ3p6ulSdq1evolmzZlBTU4OpqWmBA7F37twJGxsbqKmpoXbt2jh06NBXXV9pYUJERETl2sd7dNGXZWRkwNHRUdzjrCALFy7EypUrsX79ekRGRkJTUxMeHh54+/atWMfb2xvXr19HaGgoDh48iDNnzkhtvZGWloY2bdrAzMwMUVFRWLRoEQIDA/Hrr7+Kdc6fP4/evXvDz88PV65cEddhunbtWulc/FdgQkREROWKq6sr/P39MXr0aFSqVAkeHh6QSCSIiYkR67x8+RISiQSnTp0C8GG/LIlEgrCwMNSrVw8aGhpo3LgxEhISCt3vgQMHUL9+faipqaFSpUro3LmzWPbixQv4+PigYsWK0NDQQNu2baWeqAQGBsLJyUmqveXLl8Pc3Fz87uvrCy8vLyxevBjGxsbQ19fH8OHDxY1dXV1dcf/+fYwZMwYSiaTYm7O2bdsWc+bMkYr/Y4IgYPny5Zg2bRo6deoEBwcH/PHHH3j06JH4NCk+Ph5HjhzBxo0b0bBhQzRt2hSrVq3C9u3b8ejRIwBAcHAw3r17h02bNsHe3h69evXCyJEjsXTpUrGvFStWwNPTExMmTICtrS1mz56NOnXqYPXq1cW6ttLEhIiIiMqdLVu2QEVFpch7dU2dOhVLlizB5cuXoaSkhAEDBhTqvJCQEHTu3Bnt2rXDlStXEBYWhgYNGojlvr6+uHz5Mvbv34+IiAgIgoB27doVepf6PCdPnsTdu3dx8uRJbNmyRWol5z179qBq1aqYNWsWkpOTkZycDABISkr67O7yWlpamDt3bqFjSExMREpKCtzd3cVjOjo6aNiwobhydUREBHR1dVGvXj2xjru7OxQUFBAZGSnWad68OVRUVMQ6Hh4eSEhIwIsXL8Q6H/eTV+dTK2TLEtchIiKicsfKykocj1KUtXl++eUXcZf5yZMno3379nj79i3U1NS+eF6vXr0wc+ZM8ZijoyMA4Pbt29i/fz/Cw8PRuHFjAB+ejpiammLfvn3o3r17oeOrWLEiVq9eDUVFRdjY2KB9+/YICwvDoEGDoKenB0VFRVSoUAFGRkbiOSYmJlJPxwpSlI1S8zZY/e8q1IaGhmJZSkoKKleuLFWupKQEPT09qToWFhb52sgrq1ixIlJSUj7bT3ki0ydE8+bNQ/369VGhQgVUrlwZXl5e+R5vvn37FsOHD4e+vj60tLTQtWtXPH78WKpOUlIS2rdvDw0NDVSuXBkTJkzA+/fvpeqcOnUKderUgaqqKmrUqPHN7K1CRCSPPrU56pc4ODiIPxsbGwMAUlNTv3heTEwM3NzcCiyLj4+HkpISGjZsKB7T19eHtbU14uPjixSfvb09FBUVpWL8UnxKSkqoUaPGZz/lbef4b5FME6LTp09j+PDhuHDhAkJDQ5GdnY02bdogIyNDrDNmzBgcOHAAO3fuxOnTp/Ho0SOpXXJzcnLQvn17vHv3DufPnxcfQQYEBIh1EhMT0b59e7Rs2RIxMTEYPXo0Bg4ciKNHj5bp9RIRUeFoamqKPysofPhVJQiCeOxTr6qUlZXFn/PG4OTm5n6xP3V19WLFmUdBQUEqPqDgGD+OD/gQ45fiK+lXZnlPn/77cOHx48dimZGRUb5E7f3793j+/LlUnYLa+LiPT9X5+AlYeSHTV2ZHjhyR+r5582ZUrlwZUVFRaN68OV69eoXff/8dW7duRatWrQAAQUFBsLW1xYULF9CoUSMcO3YMN27cwPHjx2FoaAgnJyfMnj0bkyZNQmBgIFRUVLB+/XpYWFhgyZIlAABbW1ucO3cOy5Ytg4eHR5lfNxERFZ6BgQEAIDk5Gc7OzgDwxVdIReXg4ICwsDD0798/X5mtrS3ev3+PyMhI8ZXZs2fPkJCQADs7OzHGlJQUCIIgJmLFiVFFRQU5OTlSx0r6lZmFhQWMjIwQFhYmDgRPS0tDZGQkhg0bBgBwcXHBy5cvERUVJT6tO3HiBHJzc8UnZS4uLpg6dSqys7PFRC80NBTW1taoWLGiWCcsLAyjR48W+w8NDYWLi0uh4y0r5WpQ9atXrwD8/x9sVFQUsrOzpQZk2djYoFq1alIDv2rXri31jtLDwwNpaWm4fv26WKcog7qysrKQlpYm9SEiItlQV1dHo0aNMH/+fMTHx+P06dOYNm1aifYxY8YMbNu2DTNmzEB8fDzi4uKwYMECAB/GM3Xq1AmDBg3CuXPnEBsbiz59+qBKlSro1KkTgA8zxJ48eYKFCxfi7t27WLNmDQ4fPlzkOMzNzXHmzBk8fPgQT58+BVD0V2bp6emIiYkRk6jExETExMQgKSkJwIenUqNHj8acOXOwf/9+xMXFwcfHByYmJvDy8gLwIQn09PTEoEGDcPHiRYSHh8Pf3x+9evWCiYkJAODHH3+EiooK/Pz8cP36dfzvf//DihUrMHbsWDGWUaNG4ciRI1iyZAlu3ryJwMBAXL58Gf7+/kW+N6Wt3CREubm5GD16NJo0aYJatWoB+DAoS0VFBbq6ulJ1/zvwq6ABW3lln6uTlpaGN2/e5Itl3rx50NHRET+mpqYlco1ERFQ8mzZtwvv371G3bl3xl3lJcnV1xc6dO7F//344OTmhVatWuHjxolgeFBSEunXrokOHDnBxcYEgCDh06JD4ZMTW1hZr167FmjVr4OjoiIsXL2L8+PFFjmPWrFm4d+8eLC0txSdjRXX58mU4OzuLT9PGjh0LZ2dnqaEkEydOxIgRIzB48GDUr18f6enpOHLkiNTg8+DgYNjY2MDNzQ3t2rVD06ZNpdYY0tHRwbFjx5CYmIi6deti3LhxCAgIkFqrqHHjxti6dSt+/fVXODo6YteuXdi3b5/4e748KTezzIYPH45r167h3Llzsg4FU6ZMkcpw09LSmBQREZWRvLWFPmZra4vz589LHft4zI6rq2u+MTxOTk75jn1Oly5dpMaofqxixYr4448/Pnv+0KFDMXToUKljP//8s/hzQZN5/rsqdaNGjRAbG1u4gD+hoHvxXxKJBLNmzcKsWbM+WUdPTw9bt279bDsODg44e/bsZ+t07969SDPxZKVcJET+/v7iKphVq1YVjxsZGeHdu3d4+fKl1FOi/w78+jiLzyvPK8v7Z0GDurS1tQscSKeqqgpVVdUSuTYiIiIq/2T6ykwQBPj7+2Pv3r04ceJEvvUM6tatC2VlZYSFhYnHEhISkJSUJA7IcnFxQVxcnNRo+NDQUGhra4uD3fIGdX2svA7qIiKikmdvb//JGVrBwcGyDo/KAZk+IRo+fDi2bt2Kv//+GxUqVBDH/Ojo6EBdXR06Ojrw8/PD2LFjoaenB21tbYwYMQIuLi5o1KgRAKBNmzaws7ND3759sXDhQqSkpGDatGkYPny4+JRn6NChWL16NSZOnIgBAwbgxIkT2LFjB0JCQmR27UREVHYOHTr0yan6/x1jSvJJpgnRunXrAHx43/mxoKAg+Pr6AgCWLVsGBQUFdO3aFVlZWfDw8MDatWvFuoqKijh48CCGDRsGFxcXaGpqol+/flLvRS0sLBASEoIxY8ZgxYoVqFq1KjZu3Mgp90REcsLMzEzWIVA5J9OEqDCD3dTU1LBmzZrP7tprZmaGQ4cOfbYdV1dXXLlypcgxEhER0fev3Ey7JyIiIpKVcjHLjIjoe/PkyRNZh0D0TZLVvztMiIiISpCGhgaUlZWxZ88eWYdC9M1SVlaGhoZGmfbJhIiIqATp6OjA398fmZmZsg6F6JuloaEBHR2dMu2TCRERUQnL2/aHiL4dHFRNREREco8JEREREck9JkREREQk95gQERERkdxjQkRERERyjwkRERERyT0mRERERCT3uA4RURmIj48v8z4rVaqEatWqlXm/RETfomIlRG/evIEgCOKy2vfv38fevXthZ2eHNm3alGiARN+ynPQXgESCPn36lHnfauoaSLgZz6SIiKgQipUQderUCV26dMHQoUPx8uVLNGzYEMrKynj69CmWLl2KYcOGlXScRN+k3Kx0QBCg32EclPVNy6zf7GcP8OzgEjx9+pQJERFRIRQrIYqOjsayZcsAALt27YKhoSGuXLmC3bt3IyAggAkR0X8o65tC1aiGrMMgIqJPKNag6szMTFSoUAEAcOzYMXTp0gUKCgpo1KgR7t+/X6IBEhEREZW2YiVENWrUwL59+/DgwQMcPXpUHDeUmpoKbW3tEg2QiIiIqLQVKyEKCAjA+PHjYW5ujoYNG8LFxQXAh6dFzs7OJRogERERUWkr1hiibt26oWnTpkhOToajo6N43M3NDZ07dy6x4IiIiIjKQrHXITIyMoKRkZHUsQYNGnx1QERERERlrVgJUUZGBubPn4+wsDCkpqYiNzdXqvyff/4pkeCIiIiIykKxEqKBAwfi9OnT6Nu3L4yNjSGRSEo6LiIiIqIyU6yE6PDhwwgJCUGTJk1KOh4iIiKiMlesWWYVK1aEnp5eScdCREREJBPFSohmz56NgIAAZGZmlnQ8RERERGWuWK/MlixZgrt378LQ0BDm5uZQVlaWKo+Oji6R4IiIiIjKQrESIi8vrxIOg4iIiEh2ipUQzZgxo6TjICIiIpKZYi/MCABRUVGIj48HANjb23PbDiIiIvomFSshSk1NRa9evXDq1Cno6uoCAF6+fImWLVti+/btMDAwKMkYiYiIiEpVsWaZjRgxAq9fv8b169fx/PlzPH/+HNeuXUNaWhpGjhxZ0jESERERlapiPSE6cuQIjh8/DltbW/GYnZ0d1qxZgzZt2pRYcERERERloVhPiHJzc/NNtQcAZWXlfPuaEREREZV3xUqIWrVqhVGjRuHRo0fisYcPH2LMmDFwc3MrseCIiIiIykKxEqLVq1cjLS0N5ubmsLS0hKWlJSwsLJCWloZVq1aVdIxEREREpapYY4hMTU0RHR2N48eP4+bNmwAAW1tbuLu7l2hwRERERGWh2OsQSSQStG7dGq1bty7JeIiIiIjKXKETopUrV2Lw4MFQU1PDypUrP1uXU++JiIjoW1LohGjZsmXw9vaGmpoali1b9sl6EomECRERERF9UwqdECUmJhb4MxEREdG3rlizzGbNmoXMzMx8x9+8eYNZs2Z9dVBEREREZalYCdHMmTORnp6e73hmZiZmzpz51UERERERlaViJUSCIEAikeQ7HhsbCz09va8OioiIiKgsFWnafcWKFSGRSCCRSFCzZk2ppCgnJwfp6ekYOnRoiQdJREREVJqKlBAtX74cgiBgwIABmDlzJnR0dMQyFRUVmJubw8XFpcSDJCIiIipNRUqI+vXrBwCwsLBA48aNC9zglYiIiOhbU6yVqlu0aCH+/PbtW7x7906qXFtb++uiIiIiIipDxRpUnZmZCX9/f1SuXBmampqoWLGi1IeIiIjoW1KshGjChAk4ceIE1q1bB1VVVWzcuBEzZ86EiYkJ/vjjj5KOkYiIiKhUFSshOnDgANauXYuuXbtCSUkJzZo1w7Rp0zB37lwEBwcXup0zZ86gY8eOMDExgUQiwb59+6TKfX19xVlteR9PT0+pOs+fP4e3tze0tbWhq6sLPz+/fGskXb16Fc2aNYOamhpMTU2xcOHC4lw2ERERfaeKlRA9f/4c1atXB/BhvNDz588BAE2bNsWZM2cK3U5GRgYcHR2xZs2aT9bx9PREcnKy+Nm2bZtUube3N65fv47Q0FAcPHgQZ86cweDBg8XytLQ0tGnTBmZmZoiKisKiRYsQGBiIX3/9tSiXTERERN+xYg2qrl69OhITE1GtWjXY2Nhgx44daNCgAQ4cOABdXd1Ct9O2bVu0bdv2s3VUVVVhZGRUYFl8fDyOHDmCS5cuoV69egCAVatWoV27dli8eDFMTEwQHByMd+/eYdOmTVBRUYG9vT1iYmKwdOlSqcSJiIiI5FexnhD1798fsbGxAIDJkydjzZo1UFNTw5gxYzBhwoQSDfDUqVOoXLkyrK2tMWzYMDx79kwsi4iIgK6urpgMAYC7uzsUFBQQGRkp1mnevDlUVFTEOh4eHkhISMCLFy8K7DMrKwtpaWlSHyIiIvp+FesJ0ZgxY8Sf3d3dcfPmTURFRaFGjRpwcHAoseA8PT3RpUsXWFhY4O7du/j555/Rtm1bREREQFFRESkpKahcubLUOUpKStDT00NKSgoAICUlBRYWFlJ1DA0NxbKCZsXNmzePe7IRERHJkWIlRP9lZmYGMzOzkmhKSq9evcSfa9euDQcHB1haWuLUqVNwc3Mr8f7yTJkyBWPHjhW/p6WlwdTUtNT6IyIiItkqdEK0cuXKQjc6cuTIYgXzJdWrV0elSpVw584duLm5wcjICKmpqVJ13r9/j+fPn4vjjoyMjPD48WOpOnnfPzU2SVVVFaqqqqVwBURERFQeFTohWrZsWaHqSSSSUkuI/v33Xzx79gzGxsYAABcXF7x8+RJRUVGoW7cuAODEiRPIzc1Fw4YNxTpTp05Fdna2uNVIaGgorK2tuYgkERERAShCQpSYmFjinaenp+POnTtSfcTExEBPTw96enqYOXMmunbtCiMjI9y9excTJ05EjRo14OHhAQCwtbWFp6cnBg0ahPXr1yM7Oxv+/v7o1asXTExMAAA//vgjZs6cCT8/P0yaNAnXrl3DihUrCp3gERER0fevWLPMSsrly5fh7OwMZ2dnAMDYsWPh7OyMgIAAKCoq4urVq/jhhx9Qs2ZN+Pn5oW7dujh79qzU66zg4GDY2NjAzc0N7dq1Q9OmTaXWGNLR0cGxY8eQmJiIunXrYty4cQgICOCUeyIiIhIVa1D1gAEDPlu+adOmQrXj6uoKQRA+WX706NEvtqGnp4etW7d+to6DgwPOnj1bqJiIiIhI/hQrIfrv+j3Z2dm4du0aXr58iVatWpVIYERERERlpVgJ0d69e/Mdy83NxbBhw2BpafnVQRERERGVpRIbQ6SgoICxY8dysDIRERF9c0p0UPXdu3fx/v37kmySiIiIqNQV65XZx6s4A4AgCEhOTkZISAj69etXIoERERERlZViJURXrlyR+q6goAADAwMsWbLkizPQiIiIiMqbYiVEJ0+eLOk4iIiIiGRGpgszEhEREZUHxXpC9OzZMwQEBODkyZNITU1Fbm6uVPnz589LJDgiIiKislCshKhv3764c+cO/Pz8YGhoCIlEUtJxEREREZWZYiVEZ8+exblz5+Do6FjS8RARERGVuWKNIbKxscGbN29KOhYiIiIimShWQrR27VpMnToVp0+fxrNnz5CWlib1ISIiIvqWFOuVma6uLtLS0vJt5CoIAiQSCXJyckokOCIiIqKyUKyEyNvbG8rKyti6dSsHVRMREdE3r1gJ0bVr13DlyhVYW1uXdDxEREREZa5YY4jq1auHBw8elHQsRERERDJRrCdEI0aMwKhRozBhwgTUrl0bysrKUuUODg4lEhwRERFRWShWQtSzZ08AkNrIVSKRcFA1ERERfZOKlRAlJiaWdBxEREREMlOshMjMzKyk4yAiIiKSmUInRPv370fbtm2hrKyM/fv3f7buDz/88NWBEREREZWVQidEXl5eSElJQeXKleHl5fXJehxDRERERN+aQidEubm5Bf5MRERE9K0r0jpEEREROHjwoNSxP/74AxYWFqhcuTIGDx6MrKysEg2QiIiIqLQVKSGaNWsWrl+/Ln6Pi4uDn58f3N3dMXnyZBw4cADz5s0r8SCJiIiISlOREqKYmBi4ubmJ37dv346GDRvit99+w9ixY7Fy5Urs2LGjxIMkIiIiKk1FSohevHgBQ0ND8fvp06fRtm1b8Xv9+vW5pQcRERF9c4qUEBkaGoqLMr579w7R0dFo1KiRWP769et823gQERERlXdFSojatWuHyZMn4+zZs5gyZQo0NDTQrFkzsfzq1auwtLQs8SCJiIiISlORVqqePXs2unTpghYtWkBLSwtbtmyBioqKWL5p0ya0adOmxIMkIiIiKk1FSogqVaqEM2fO4NWrV9DS0oKioqJU+c6dO6GlpVWiARIRERGVtmLtZaajo1PgcT09va8KhoiIiEgWijSGiIiIiOh7xISIiIiI5B4TIiIiIpJ7TIiIiIhI7jEhIiIiIrnHhIiIiIjkHhMiIiIikntMiIiIiEjuMSEiIiIiuceEiIiIiOQeEyIiIiKSe0yIiIiISO4xISIiIiK5x4SIiIiI5B4TIiIiIpJ7TIiIiIhI7sk0ITpz5gw6duwIExMTSCQS7Nu3T6pcEAQEBATA2NgY6urqcHd3x+3bt6XqPH/+HN7e3tDW1oauri78/PyQnp4uVefq1ato1qwZ1NTUYGpqioULF5b2pREREdE3RKYJUUZGBhwdHbFmzZoCyxcuXIiVK1di/fr1iIyMhKamJjw8PPD27Vuxjre3N65fv47Q0FAcPHgQZ86cweDBg8XytLQ0tGnTBmZmZoiKisKiRYsQGBiIX3/9tdSvj4iIiL4NSrLsvG3btmjbtm2BZYIgYPny5Zg2bRo6deoEAPjjjz9gaGiIffv2oVevXoiPj8eRI0dw6dIl1KtXDwCwatUqtGvXDosXL4aJiQmCg4Px7t07bNq0CSoqKrC3t0dMTAyWLl0qlTgRERGR/Cq3Y4gSExORkpICd3d38ZiOjg4aNmyIiIgIAEBERAR0dXXFZAgA3N3doaCggMjISLFO8+bNoaKiItbx8PBAQkICXrx4UWDfWVlZSEtLk/oQERHR96vcJkQpKSkAAENDQ6njhoaGYllKSgoqV64sVa6kpAQ9PT2pOgW18XEf/zVv3jzo6OiIH1NT06+/ICIiIiq3ym1CJEtTpkzBq1evxM+DBw9kHRIRERGVonKbEBkZGQEAHj9+LHX88ePHYpmRkRFSU1Olyt+/f4/nz59L1SmojY/7+C9VVVVoa2tLfYiIiOj7VW4TIgsLCxgZGSEsLEw8lpaWhsjISLi4uAAAXFxc8PLlS0RFRYl1Tpw4gdzcXDRs2FCsc+bMGWRnZ4t1QkNDYW1tjYoVK5bR1RAREVF5JtOEKD09HTExMYiJiQHwYSB1TEwMkpKSIJFIMHr0aMyZMwf79+9HXFwcfHx8YGJiAi8vLwCAra0tPD09MWjQIFy8eBHh4eHw9/dHr169YGJiAgD48ccfoaKiAj8/P1y/fh3/+9//sGLFCowdO1ZGV01ERETljUyn3V++fBktW7YUv+clKf369cPmzZsxceJEZGRkYPDgwXj58iWaNm2KI0eOQE1NTTwnODgY/v7+cHNzg4KCArp27YqVK1eK5To6Ojh27BiGDx+OunXrolKlSggICOCUeyIiIhLJNCFydXWFIAifLJdIJJg1axZmzZr1yTp6enrYunXrZ/txcHDA2bNnix0nERERfd/K7RgiIiIiorIi0ydERFS64uPjy7zPSpUqoVq1amXeLxHR12BCRPQdykl/AUgk6NOnT5n3raaugYSb8UyKiOibwoSI6DuUm5UOCAL0O4yDsn7ZrbSe/ewBnh1cgqdPnzIhIqJvChMiou+Ysr4pVI1qyDoMIqJyj4OqiYiISO4xISIiIiK5x4SIiIiI5B4TIiIiIpJ7HFQtx5KSkvD06dMy7VMW6+IQERF9CRMiOZWUlARrG1u8fZMp61CIiIhkjgmRnHr69Cnevsks83Vq3vxzGa/O/lVm/RERERUGEyI5V9br1GQ/e1BmfRERERUWB1UTERGR3GNCRERERHKPCRERERHJPSZEREREJPeYEBEREZHcY0JEREREco8JEREREck9JkREREQk95gQERERkdxjQkRERERyjwkRERERyT0mRERERCT3mBARERGR3GNCRERERHKPCRERERHJPSZEREREJPeYEBEREZHcY0JEREREco8JEREREck9JkREREQk95gQERERkdxjQkRERERyjwkRERERyT0mRERERCT3mBARERGR3GNCRERERHKPCRERERHJPSZEREREJPeYEBEREZHcY0JEREREco8JEREREck9JkREREQk95gQERERkdxjQkRERERyjwkRERERyT0mRERERCT3mBARERGR3CvXCVFgYCAkEonUx8bGRix/+/Ythg8fDn19fWhpaaFr1654/PixVBtJSUlo3749NDQ0ULlyZUyYMAHv378v60shIiKickxJ1gF8ib29PY4fPy5+V1L6/5DHjBmDkJAQ7Ny5Ezo6OvD390eXLl0QHh4OAMjJyUH79u1hZGSE8+fPIzk5GT4+PlBWVsbcuXPL/FqIiIiofCr3CZGSkhKMjIzyHX/16hV+//13bN26Fa1atQIABAUFwdbWFhcuXECjRo1w7Ngx3LhxA8ePH4ehoSGcnJwwe/ZsTJo0CYGBgVBRUSnryyEiIqJyqFy/MgOA27dvw8TEBNWrV4e3tzeSkpIAAFFRUcjOzoa7u7tY18bGBtWqVUNERAQAICIiArVr14ahoaFYx8PDA2lpabh+/fon+8zKykJaWprUh4iIiL5f5TohatiwITZv3owjR45g3bp1SExMRLNmzfD69WukpKRARUUFurq6UucYGhoiJSUFAJCSkiKVDOWV55V9yrx586CjoyN+TE1NS/bCiIiIqFwp16/M2rZtK/7s4OCAhg0bwszMDDt27IC6unqp9TtlyhSMHTtW/J6WlsakiIiI6DtWrp8Q/Zeuri5q1qyJO3fuwMjICO/evcPLly+l6jx+/Fgcc2RkZJRv1lne94LGJeVRVVWFtra21IeIiIi+X99UQpSeno67d+/C2NgYdevWhbKyMsLCwsTyhIQEJCUlwcXFBQDg4uKCuLg4pKaminVCQ0Ohra0NOzu7Mo+fiIiIyqdy/cps/Pjx6NixI8zMzPDo0SPMmDEDioqK6N27N3R0dODn54exY8dCT08P2traGDFiBFxcXNCoUSMAQJs2bWBnZ4e+ffti4cKFSElJwbRp0zB8+HCoqqrK+OqIvl/x8fFl3melSpVQrVq1Mu+XiL4P5Toh+vfff9G7d288e/YMBgYGaNq0KS5cuAADAwMAwLJly6CgoICuXbsiKysLHh4eWLt2rXi+oqIiDh48iGHDhsHFxQWampro168fZs2aJatLIvqu5aS/ACQS9OnTp8z7VlPXQMLNeCZFRFQs5Toh2r59+2fL1dTUsGbNGqxZs+aTdczMzHDo0KGSDo2ICpCblQ4IAvQ7jIOyftlNRMh+9gDPDi7B06dPmRARUbGU64SIiL5NyvqmUDWqIeswiIgK7ZsaVE1ERERUGpgQERERkdxjQkRERERyjwkRERERyT0mRERERCT3mBARERGR3GNCRERERHKPCRERERHJPSZEREREJPeYEBEREZHcY0JEREREco8JEREREck9JkREREQk95gQERERkdxjQkRERERyjwkRERERyT0mRERERCT3mBARERGR3GNCRERERHKPCRERERHJPSZEREREJPeYEBEREZHcY0JEREREco8JEREREck9JkREREQk95gQERERkdxjQkRERERyjwkRERERyT0lWQdARFRS4uPjy7zPSpUqoVq1amXeLxGVLCZERPTNy0l/AUgk6NOnT5n3raaugYSb8UyKiL5xTIiI6JuXm5UOCAL0O4yDsr5pmfWb/ewBnh1cgqdPnzIhIvrGMSEiou+Gsr4pVI1qyDoMIvoGcVA1ERERyT0mRERERCT3mBARERGR3GNCRERERHKPCRERERHJPSZEREREJPeYEBEREZHcY0JEREREco8JEREREck9JkREREQk95gQERERkdzjXmZERF8pPj6+zPusVKkSN5QlKkFMiIiIiikn/QUgkaBPnz5l3reaugYSbsYzKSIqIUyIiIiKKTcrHRAE6HcYB2V90zLrN/vZAzw7uARPnz5lQkRUQpgQERF9JWV9U6ga1ZB1GET0FTiomoiIiOSeXD0hWrNmDRYtWoSUlBQ4Ojpi1apVaNCggazDIiIqFlkM5gY4oJu+T3KTEP3vf//D2LFjsX79ejRs2BDLly+Hh4cHEhISULlyZVmHR0RUaLIczA0Aqqpq2L17F4yNjcu0XyZiVJrkJiFaunQpBg0ahP79+wMA1q9fj5CQEGzatAmTJ0+WaWxJSUl4+vRpmfYpq/+zJKKvJ6vB3ADw9t/reHliIzp06FCm/QKcWUelSy4Sonfv3iEqKgpTpkwRjykoKMDd3R0REREyjOxDMmRtY4u3bzJlGgcRfXtkMZg7+9kDmc6sO3v2LGxtbcusXwDIysqCqqpqmfYpy37l9UmcXCRET58+RU5ODgwNDaWOGxoa4ubNm/nqZ2VlISsrS/z+6tUrAEBaWlqJx3bv3j28fZMJ7fpdoKhjUOLtf8q7R7eQceMkslLuIPfd2zLrN/vZAwBgv+yX/X6D/X7cd252Vpn2/f71h6fosnlNKAEgyE2/Kqpq+OvPP/L9zixtRkZGMDIyKtE2835vC0Ih7qMgBx4+fCgAEM6fPy91fMKECUKDBg3y1Z8xY4aAD38L+eGHH3744Yefb/zz4MGDL+YKcvGEqFKlSlBUVMTjx4+ljj9+/LjAbHTKlCkYO3as+D03NxfPnz+Hvr4+JBJJicaWlpYGU1NTPHjwANra2iXadnnE6/2+8Xq/f/J2zbzeb5sgCHj9+jVMTEy+WFcuEiIVFRXUrVsXYWFh8PLyAvAhyQkLC4O/v3+++qqqqvne2+rq6pZqjNra2t/FX77C4vV+33i93z95u2Ze77dLR0enUPXkIiECgLFjx6Jfv36oV68eGjRogOXLlyMjI0OcdUZERETyS24Sop49e+LJkycICAhASkoKnJyccOTIkTIfNEZERETlj9wkRADg7+9f4CsyWVJVVcWMGTNkMrVSFni93zde7/dP3q6Z1ys/JIJQmLloRERERN8vbu5KREREco8JEREREck9JkREREQk95gQERERkdxjQlQOzJ8/HxKJBKNHj5Z1KKXq4cOH6NOnD/T19aGuro7atWvj8uXLsg6rVOTk5GD69OmwsLCAuro6LC0tMXv27MLtp/MNOHPmDDp27AgTExNIJBLs27dPqlwQBAQEBMDY2Bjq6upwd3fH7du3ZRNsCfjc9WZnZ2PSpEmoXbs2NDU1YWJiAh8fHzx69Eh2AX+lL/35fmzo0KGQSCRYvnx5mcVX0gpzvfHx8fjhhx+go6MDTU1N1K9fH0lJSWUfbAn40vWmp6fD398fVatWhbq6Ouzs7LB+/XrZBFuGmBDJ2KVLl7BhwwY4ODjIOpRS9eLFCzRp0gTKyso4fPgwbty4gSVLlqBixYqyDq1ULFiwAOvWrcPq1asRHx+PBQsWYOHChVi1apWsQysRGRkZcHR0xJo1awosX7hwIVauXIn169cjMjISmpqa8PDwwNu3ZbsRaUn53PVmZmYiOjoa06dPR3R0NPbs2YOEhAT88MMPMoi0ZHzpzzfP3r17ceHChUJti1Cefel67969i6ZNm8LGxganTp3C1atXMX36dKipqZVxpCXjS9c7duxYHDlyBH/99Rfi4+MxevRo+Pv7Y//+/WUcaRkric1TqXhev34tWFlZCaGhoUKLFi2EUaNGyTqkUjNp0iShadOmsg6jzLRv314YMGCA1LEuXboI3t7eMoqo9AAQ9u7dK37Pzc0VjIyMhEWLFonHXr58Kaiqqgrbtm2TQYQl67/XW5CLFy8KAIT79++XTVCl6FPX+++//wpVqlQRrl27JpiZmQnLli0r89hKQ0HX27NnT6FPnz6yCaiUFXS99vb2wqxZs6SO1alTR5g6dWoZRlb2+IRIhoYPH4727dvD3d1d1qGUuv3796NevXro3r07KleuDGdnZ/z222+yDqvUNG7cGGFhYbh16xYAIDY2FufOnUPbtm1lHFnpS0xMREpKitTfax0dHTRs2BAREREyjKzsvHr1ChKJpNT3QJSV3Nxc9O3bFxMmTIC9vb2swylVubm5CAkJQc2aNeHh4YHKlSujYcOGn32N+K1r3Lgx9u/fj4cPH0IQBJw8eRK3bt1CmzZtZB1aqWJCJCPbt29HdHQ05s2bJ+tQysQ///yDdevWwcrKCkePHsWwYcMwcuRIbNmyRdahlYrJkyejV69esLGxgbKyMpydnTF69Gh4e3vLOrRSl5KSAgD5tsUxNDQUy75nb9++xaRJk9C7d+/vZnPM/1qwYAGUlJQwcuRIWYdS6lJTU5Geno758+fD09MTx44dQ+fOndGlSxecPn1a1uGVilWrVsHOzg5Vq1aFiooKPD09sWbNGjRv3lzWoZUqudq6o7x48OABRo0ahdDQ0G/2HXRR5ebmol69epg7dy4AwNnZGdeuXcP69evRr18/GUdX8nbs2IHg4GBs3boV9vb2iImJwejRo2FiYvJdXi99kJ2djR49ekAQBKxbt07W4ZSKqKgorFixAtHR0ZBIJLIOp9Tl5uYCADp16oQxY8YAAJycnHD+/HmsX78eLVq0kGV4pWLVqlW4cOEC9u/fDzMzM5w5cwbDhw+HiYnJd/1Gg0+IZCAqKgqpqamoU6cOlJSUoKSkhNOnT2PlypVQUlJCTk6OrEMsccbGxrCzs5M6Zmtr+83O0viSCRMmiE+Jateujb59+2LMmDFy8UTQyMgIAPD48WOp448fPxbLvkd5ydD9+/cRGhr63T4dOnv2LFJTU1GtWjXxv1/379/HuHHjYG5uLuvwSlylSpWgpKQkN//9evPmDX7++WcsXboUHTt2hIODA/z9/dGzZ08sXrxY1uGVKj4hkgE3NzfExcVJHevfvz9sbGwwadIkKCoqyiiy0tOkSRMkJCRIHbt16xbMzMxkFFHpyszMhIKC9P9vKCoqiv+3+T2zsLCAkZERwsLC4OTkBABIS0tDZGQkhg0bJtvgSkleMnT79m2cPHkS+vr6sg6p1PTt2zffUwIPDw/07dsX/fv3l1FUpUdFRQX169eXm/9+ZWdnIzs7Wy7/+8WESAYqVKiAWrVqSR3T1NSEvr5+vuPfizFjxqBx48aYO3cuevTogYsXL+LXX3/Fr7/+KuvQSkXHjh3xyy+/oFq1arC3t8eVK1ewdOlSDBgwQNahlYj09HTcuXNH/J6YmIiYmBjo6emhWrVqGD16NObMmQMrKytYWFhg+vTpMDExgZeXl+yC/gqfu15jY2N069YN0dHROHjwIHJycsSxUnp6elBRUZFV2MX2pT/f/yZ8ysrKMDIygrW1dVmHWiK+dL0TJkxAz5490bx5c7Rs2RJHjhzBgQMHcOrUKdkF/RW+dL0tWrTAhAkToK6uDjMzM5w+fRp//PEHli5dKsOoy4Csp7nRB9/7tHtBEIQDBw4ItWrVElRVVQUbGxvh119/lXVIpSYtLU0YNWqUUK1aNUFNTU2oXr26MHXqVCErK0vWoZWIkydPCgDyffr16ycIwoep99OnTxcMDQ0FVVVVwc3NTUhISJBt0F/hc9ebmJhYYBkA4eTJk7IOvVi+9Of7X9/6tPvCXO/vv/8u1KhRQ1BTUxMcHR2Fffv2yS7gr/Sl601OThZ8fX0FExMTQU1NTbC2thaWLFki5ObmyjbwUiYRhO9k6VwiIiKiYuKgaiIiIpJ7TIiIiIhI7jEhIiIiIrnHhIiIiIjkHhMiIiIikntMiIiIiEjuMSEiIiIiuceEiIg+6+bNm2jUqBHU1NTErThkwdzcHMuXLy+z/iQSCfbt21dm/ZW2zZs3Q1dXV9ZhEJVbTIiIvhNPnjyBiooKMjIykJ2dDU1NzRLZfHLGjBnQ1NREQkICwsLCCqzj6+tb6ttyXLp0CYMHD/7qdq5fv44ePXrAwMAAqqqqqFmzJgICApCZmVkCUZYPBSWPPXv2xK1bt2QTENE3gAkR0XciIiICjo6O0NTURHR0tLgv0de6e/cumjZtCjMzM5luWmpgYAANDY2vauPChQto2LAh3r17h5CQENy6dQu//PILNm/ejNatW+Pdu3clFG3RlXbf6urqqFy5cqn2QfQtY0JE9J04f/48mjRpAgA4d+6c+PPn5ObmYtasWahatSpUVVXh5OSEI0eOiOUSiQRRUVGYNWsWJBIJAgMDixXb6dOn0aBBA6iqqsLY2BiTJ0/G+/fvxfLXr1/D29sbmpqaMDY2xrJly+Dq6orRo0eLdf771EMikWDjxo3o3LkzNDQ0YGVlhf37938yBkEQ4OfnB1tbW+zZswcNGjSAmZkZunfvjgMHDiAiIgLLli2TOic5ORlt27aFuro6qlevjl27doll7969g7+/P4yNjaGmpgYzMzPMmzdPLH/58iUGDhwIAwMDaGtro1WrVoiNjRXLAwMD4eTkhI0bN8LCwgJqamr49ddfYWJikm9X8U6dOokbA9+9exedOnWCoaEhtLS0UL9+fRw/flys6+rqivv372PMmDGQSCSQSCQACn5ltm7dOlhaWkJFRQXW1tb4888/pcq/dI9fvHgBb29vGBgYQF1dHVZWVggKCvrknwFRuSbjvdSI6Cvcv39f0NHREXR0dARlZWVBTU1N0NHREVRUVARVVVVBR0dHGDZs2CfPX7p0qaCtrS1s27ZNuHnzpjBx4kRBWVlZuHXrliAIHzZ5tLe3F8aNGyckJycLr1+/LrCdfv36CZ06dSqw7N9//xU0NDSEn376SYiPjxf27t0rVKpUSZgxY4ZYZ+DAgYKZmZlw/PhxIS4uTujcubNQoUIFqQ2P/7uBKAChatWqwtatW4Xbt28LI0eOFLS0tIRnz54VGEd0dLQAQNi6dWuB5a1btxYcHR2l2tfX1xd+++03ISEhQZg2bZqgqKgo3LhxQxAEQVi0aJFgamoqnDlzRrh3755w9uxZqbbd3d2Fjh07CpcuXRJu3boljBs3TtDX1xfjmzFjhqCpqSl4enoK0dHRQmxsrPD8+XNBRUVFOH78uNjOs2fPpI7FxMQI69evF+Li4oRbt24J06ZNE9TU1IT79++L9atWrSrMmjVLSE5OFpKTkwVBEISgoCBBR0dHbHfPnj2CsrKysGbNGiEhIUFYsmSJoKioKJw4caLQ93j48OGCk5OTcOnSJSExMVEIDQ0V9u/fX+D9JSrvmBARfcOys7OFxMREITY2VlBWVhZiY2OFO3fuCFpaWsLp06eFxMRE4cmTJ58838TERPjll1+kjtWvX1/46aefxO+Ojo5SyUtBPpcQ/fzzz4K1tbXUTtlr1qwRtLS0hJycHCEtLU1QVlYWdu7cKZa/fPlS0NDQ+GJCNG3aNPF7enq6AEA4fPhwgXFs375dACBcuXKlwPKRI0cK6urqUu0PHTpUqk7Dhg3FBHPEiBFCq1atCtwB/OzZs4K2trbw9u1bqeOWlpbChg0bBEH4kBApKysLqampUnU6deokDBgwQPy+YcMGwcTERMjJySkwbkEQBHt7e2HVqlXi94J2n/9vQtS4cWNh0KBBUnW6d+8utGvXTvz+pXvcsWNHoX///p+Mi+hbwldmRN8wJSUlmJub4+bNm6hfvz4cHByQkpICQ0NDNG/eHObm5qhUqVKB56alpeHRo0f5Xq01adIE8fHxJRZjfHw8XFxcxFc3eX2kp6fj33//xT///IPs7Gw0aNBALNfR0YG1tfUX23ZwcBB/1tTUhLa2NlJTUz97jiAIhY7dxcUl3/e8e+Pr64uYmBhYW1tj5MiROHbsmFgvNjYW6enp0NfXh5aWlvhJTEzE3bt3xXpmZmYwMDCQ6sPb2xu7d+9GVlYWACA4OBi9evWCgsKH/1ynp6dj/PjxsLW1ha6uLrS0tBAfH1/kAfTx8fGF+rP/3D0eNmwYtm/fDicnJ0ycOBHnz58vUgxE5YmSrAMgouKzt7fH/fv3kZ2djdzcXGhpaeH9+/d4//49tLS0YGZmhuvXr8s6zFKjrKws9V0ikeQbf5OnZs2aAD4kAs7OzvnK4+PjxTqFUadOHSQmJuLw4cM4fvw4evToAXd3d+zatQvp6ekwNjbGqVOn8p338TgeTU3NfOUdO3aEIAgICQlB/fr1cfbsWamxTePHj0doaCgWL16MGjVqQF1dHd26dSu1Qdmfu8dt27bF/fv3cejQIYSGhsLNzQ3Dhw/H4sWLSyUWotLEJ0RE37BDhw4hJiYGRkZG+OuvvxATE4NatWph+fLliImJwaFDhz55rra2NkxMTBAeHi51PDw8HHZ2diUWo62tLSIiIqSezISHh6NChQqoWrUqqlevDmVlZVy6dEksf/XqVYlPEXdycoKNjQ2WLVuWL2mKjY3F8ePH0bt3b6njFy5cyPfd1tZW/K6trY2ePXvit99+w//+9z/s3r0bz58/R506dZCSkgIlJSXUqFFD6vOpJ3Z51NTU0KVLFwQHB2Pbtm2wtrZGnTp1xPLw8HD4+vqic+fOqF27NoyMjHDv3j2pNlRUVJCTk/PZfmxtbUvkz97AwAD9+vXDX3/9heXLl+PXX38t0vlE5QWfEBF9w8zMzJCSkoLHjx+jU6dOkEgkuH79Orp27QpjY+Mvnj9hwgTMmDEDlpaWcHJyQlBQEGJiYhAcHFzkWF69eoWYmBipY/r6+vjpp5+wfPlyjBgxAv7+/khISMCMGTMwduxYKCgooEKFCujXrx8mTJgAPT09VK5cGTNmzICCgoLUa7avJZFI8Pvvv6N169bo2rUrpkyZAiMjI0RGRmLcuHFwcXGRmtUGADt37kS9evXQtGlTBAcH4+LFi/j9998BAEuXLoWxsTGcnZ2hoKCAnTt3wsjICLq6unB3d4eLiwu8vLywcOFC1KxZE48ePUJISAg6d+6MevXqfTZWb29vdOjQAdevX0efPn2kyqysrLBnzx507NgREokE06dPz5fgmZub48yZM+jVqxdUVVULTMImTJiAHj16wNnZGe7u7jhw4AD27NkjNWPtSwICAlC3bl3Y29sjKysLBw8elEoYib4pMh7DRERfadu2bULTpk0FQRCEM2fOCDVq1Cj0uTk5OUJgYKBQpUoVQVlZWXB0dMw3KLmwg6oB5Pv4+fkJgiAIp06dEurXry+oqKgIRkZGwqRJk4Ts7Gzx/LS0NOHHH38UNDQ0BCMjI2Hp0qVCgwYNhMmTJ4t1ChpUvXfvXqk4dHR0hKCgoM/GevXqVaFr166Cnp6eoKysLFhaWgrTpk0TMjIypOoBENasWSO0bt1aUFVVFczNzYX//e9/Yvmvv/4qODk5CZqamoK2trbg5uYmREdHS13TiBEjBBMTE0FZWVkwNTUVvL29haSkJEEQPgyq/nhW28dycnIEY2NjAYBw9+5dqbLExEShZcuWgrq6umBqaiqsXr1aaNGihdQA9IiICMHBwUFQVVUV8v4z/99B1YIgCGvXrhWqV68uKCsrCzVr1hT++OOPfPfgc/d49uzZgq2traCuri7o6ekJnTp1Ev75558Cr4movJMIQhFGGBIRlYGMjAxUqVIFS5Yswf+1c8c2DIQwAEVd3UJItxCbULMVA9DCGGyQIgOkiXKR/N4ELr9kQ6316XGABKzMgMfNOWOtFfd9xzknWmsR8f6QEOAXBBHwF3rvsfeO67qilBJjjI8HyADfYmUGAKTn2T0AkJ4gAgDSE0QAQHqCCABITxABAOkJIgAgPUEEAKQniACA9AQRAJDeC11LexegH953AAAAAElFTkSuQmCC" + "image/png": 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" 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" 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" }, "metadata": {}, "output_type": "display_data" } ], - "execution_count": 21 + "execution_count": 11 } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", - "version": 2 + "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.6" + "pygments_lexer": "ipython3", + "version": "3.10.14" } }, "nbformat": 4, diff --git a/src/benchmark.py b/src/benchmark.py index 8ac19ca..73a71c7 100644 --- a/src/benchmark.py +++ b/src/benchmark.py @@ -94,7 +94,6 @@ def shuffle_benchmark( full_path = Path(file_path) / file_name if not overwrite and full_path.exists(): print(f"file exists {file_path}") - with open(full_path, "r") as fp: runs = fp.readline() runs = runs.split(',') diff --git a/src/evilkode.py b/src/evilkode.py index d202089..6787e9b 100644 --- a/src/evilkode.py +++ b/src/evilkode.py @@ -44,5 +44,4 @@ class Evilkode: return EvilOutput(possible_nkodes=[list(el) for el in self.possible_nkode], iterations=idx+1) for jdx, props in enumerate(obs.property_list): self.possible_nkode[jdx] = props.intersection(self.possible_nkode[jdx]) - raise Exception("error in Evilkode, observations stopped yielding") From 4fa7a621d72675b3f854a5cfbd144543ce4d16ed Mon Sep 17 00:00:00 2001 From: Donovan Date: Tue, 19 Aug 2025 11:05:05 -0500 Subject: [PATCH 2/2] implement visualnkode.py --- example/obs_json/observation_1.json | 3810 +++++++++++++++++++ example/obs_png/run_001/observation_001.png | Bin 0 -> 29494 bytes example/obs_png/run_001/observation_002.png | Bin 0 -> 27795 bytes example/obs_png/run_001/observation_003.png | Bin 0 -> 29897 bytes example/obs_png/run_001/observation_004.png | Bin 0 -> 28461 bytes example/obs_png/run_001/observation_005.png | Bin 0 -> 28953 bytes example/obs_png/run_001/observation_006.png 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>uh0jaMi|Ha5scI`qpE%zWv9|n_OK_(3S4su5$(P41FR)6sLH+ zvHLa@Z7*>mMq!2Q>lE~IGVOQpAYwz{zz+HQNn(*E6z81X-X=&ul0JTAUsF?TUf^1F z@CJxwOch-H<{b@l<>b`Z)qZIS?=LW;T5J+nV7G5J0cGqeeROY1Dx7<$CV>^6-`ks; zJ+t(ydb9!|E*5s+z>NLB;t0j@fk$ol)hm@Pl{)cp%v+%5;pGLv#POFsE7r0B2Y+XkE|7M-AK;14As+tGgC<}J z!Gj`i0>{PtFCqs@Q<>$-Zn8|8fmUJK%zU_%U|`&<|Llg&eFnuJ%Nt!v=m15cx;Ae9 z+sx27*DRw@A_uR_2pt_A#nQ&3MN?CQpyB4~O1{=)0ecOdOqcNT_EF`V^Y+K73x-0; zLY^L)h_ zwhJL5fj#-k+FkWS^Cl-9Gs z6fqZXvcS{`1at|YwEq#tNIh715L%c$+pt_zq^!hohP(qEvykw9gU%V^_&h<_7U!IrvosvfAy74 zH4+gF+kLg?d+qtHN`xJ-3TPQDEAlZ;NkNC8KiDjor@&mhqqq|&r?2POvA}3)k8;7? zewb8^R3xxb!)gI!pBQ{{?V4L9N666d1jezFaxU)0pe>9`z0sgapRANP1hKl_H56nV_D z`{nZ~f}vbB`*8G4=k(s~ZsoiaYocM3qAb1yw6Og9jP!KRFsY@t{mo$ZUg26Lwn46_ zv4`i8a$h@eDPz z2Y;wC$CRDcn%K{zSz(Z@o|~=_q$a{Q9h8#E?d=%zRb3p8Crl{0!2;#~GArqEwUW0P z#qeP{;ZCN{sBl|xFl*tPrUXNS`y>jPzw9*%8N7#(vp9jazlu2d83YE@ zjZOxzu)`uSlR(x-AXcQ7L9>uXyhr5VF7q3E@ zU5!yez!~N?@Bl_}7chCC$#xJw6dY list[int]: - assert n >= c - assert p*k >= c - - assert n >= d - assert p >= d - passcode_prop = [] - passcode_set = [] - valid_choices = {i for i in range(k*p)} - repeat_set = n-d - repeat_prop = n-c - prop_added = set() - set_added = set() - - for _ in range(n): - prop = random.choice(list(valid_choices)) - prop_set = prop//p - passcode_prop.append(prop) - passcode_set.append(prop_set) - - if prop in prop_added: - repeat_prop -= 1 - if prop_set in set_added: - repeat_set -= 1 - - prop_added.add(prop) - set_added.add(prop_set) - - if repeat_prop <= 0: - valid_choices -= prop_added - - if repeat_set <= 0: - for el in valid_choices.copy(): - if el // p in set_added: - valid_choices.remove(el) - - return passcode_prop - def shuffle_benchmark( number_of_keys: int, @@ -105,13 +40,14 @@ def shuffle_benchmark( ) runs = [] for _ in range(run_count): + passcode = passcode_generator(number_of_keys, properties_per_key, passcode_len, complexity, disparity) evilkode = Evilkode( observations=observations( + target_passcode=passcode, number_of_keys=number_of_keys, properties_per_key=properties_per_key, - passcode_len=passcode_len, - complexity=complexity, - disparity=disparity, + min_complexity=complexity, + min_disparity=disparity, shuffle_type=shuffle_type, ), number_of_keys=number_of_keys, @@ -144,13 +80,14 @@ def full_shuffle_benchmark( ) -> Benchmark: runs = [] for _ in range(run_count): + passcode = passcode_generator(number_of_keys, properties_per_key, passcode_len, complexity, disparity) evilkode = Evilkode( observations=observations( + target_passcode=passcode, number_of_keys=number_of_keys, properties_per_key=properties_per_key, - passcode_len=passcode_len, - complexity=complexity, - disparity=disparity, + min_complexity=complexity, + min_disparity=disparity, shuffle_type=ShuffleTypes.FULL_SHUFFLE, ), number_of_keys=number_of_keys, diff --git a/src/utils.py b/src/utils.py index d95c9a2..63f9a05 100644 --- a/src/utils.py +++ b/src/utils.py @@ -1,7 +1,79 @@ +import random +from enum import Enum from math import factorial, comb +from src.evilkode import Observation +from src.keypad import Keypad + + def total_valid_nkode_states(k: int, p: int) -> int: return factorial(k) ** (p-1) def total_shuffle_states(k: int, p: int) -> int: return comb((p-1), (p-1) // 2) * factorial(k) + + +class ShuffleTypes(Enum): + FULL_SHUFFLE = "FULL_SHUFFLE" + SPLIT_SHUFFLE = "SPLIT_SHUFFLE" + + +def observations(target_passcode: list[int], number_of_keys:int, properties_per_key: int, min_complexity: int, min_disparity: int, shuffle_type: ShuffleTypes, number_of_observations: int = 100): + k = number_of_keys + p = properties_per_key + keypad = Keypad.new_keypad(k, p) + + def obs_gen(): + for _ in range(number_of_observations): + yield Observation( + keypad=keypad.keypad.copy(), + key_selection=keypad.key_entry(target_passcode=target_passcode) + ) + match shuffle_type: + case ShuffleTypes.FULL_SHUFFLE: + keypad.full_shuffle() + case ShuffleTypes.SPLIT_SHUFFLE: + keypad.split_shuffle() + case _: + raise Exception(f"no shuffle type {shuffle_type}") + + return obs_gen() + + +def passcode_generator(k: int, p: int, n: int, c: int, d: int) -> list[int]: + assert n >= c + assert p*k >= c + + assert n >= d + assert p >= d + passcode_prop = [] + passcode_set = [] + valid_choices = {i for i in range(k*p)} + repeat_set = n-d + repeat_prop = n-c + prop_added = set() + set_added = set() + + for _ in range(n): + prop = random.choice(list(valid_choices)) + prop_set = prop//p + passcode_prop.append(prop) + passcode_set.append(prop_set) + + if prop in prop_added: + repeat_prop -= 1 + if prop_set in set_added: + repeat_set -= 1 + + prop_added.add(prop) + set_added.add(prop_set) + + if repeat_prop <= 0: + valid_choices -= prop_added + + if repeat_set <= 0: + for el in valid_choices.copy(): + if el // p in set_added: + valid_choices.remove(el) + + return passcode_prop diff --git a/src/visualnkode.py b/src/visualnkode.py new file mode 100644 index 0000000..2a0215c --- /dev/null +++ b/src/visualnkode.py @@ -0,0 +1,229 @@ +import json +from dataclasses import dataclass, asdict +from evilkode import Observation +from utils import observations, passcode_generator, ShuffleTypes +from pathlib import Path +from PIL import Image, ImageDraw, ImageFont +from typing import Iterable + +# Project root = parent of *this* file's directory +PROJECT_ROOT = Path(__file__).resolve().parent.parent +OUTPUT_DIR = PROJECT_ROOT / "example" / "obs_json" +PNG_DIR = PROJECT_ROOT / "example" / "obs_png" + +@dataclass +class ObservationSequence: + target_passcode: list[int] + observations: list[Observation] + +def new_observation_sequence( + number_of_keys: int, + properties_per_key: int, + passcode_len: int, + complexity: int, + disparity: int, + numb_runs: int, +) -> ObservationSequence: + passcode = passcode_generator(number_of_keys, properties_per_key, passcode_len, complexity, disparity) + obs_seq = ObservationSequence(target_passcode=passcode, observations=[]) + obs_gen = observations( + target_passcode=passcode, + number_of_keys=number_of_keys, + properties_per_key=properties_per_key, + min_complexity=complexity, + min_disparity=disparity, + shuffle_type=ShuffleTypes.FULL_SHUFFLE, + number_of_observations=numb_runs, + ) + for obs in obs_gen: + obs.keypad = obs.keypad.tolist() + obs_seq.observations.append(obs) + + return obs_seq + +def _next_json_filename(base_dir: Path) -> Path: + """Find the next available observation_X.json file in base_dir.""" + counter = 1 + while True: + candidate = base_dir / f"observation_{counter}.json" + if not candidate.exists(): + return candidate + counter += 1 + +def save_observation_sequence_to_json(seq: ObservationSequence, filename: Path | None = None) -> None: + """ + Save ObservationSequence to JSON. + - If filename is None, put it under PROJECT_ROOT/output/obs_json/ as observation_{n}.json + - Creates directory if needed + """ + if filename is None: + base_dir = OUTPUT_DIR + base_dir.mkdir(parents=True, exist_ok=True) + filename = _next_json_filename(base_dir) + else: + filename.parent.mkdir(parents=True, exist_ok=True) + + with filename.open("w", encoding="utf-8") as f: + json.dump(asdict(seq), f, indent=4) + +# ---------- Helpers ---------- +def _load_font(preferred: str, size: int) -> ImageFont.FreeTypeFont | ImageFont.ImageFont: + """Try a preferred TTF, fall back to common monospace, then PIL default.""" + candidates = [ + preferred, + "DejaVuSansMono.ttf", # common on Linux + "Consolas.ttf", # Windows + "Menlo.ttc", "Menlo.ttf", # macOS + "Courier New.ttf", + ] + for c in candidates: + try: + return ImageFont.truetype(c, size) + except Exception: + continue + return ImageFont.load_default() + +def _text_size(draw: ImageDraw.ImageDraw, text: str, font: ImageFont.ImageFont) -> tuple[int, int]: + """Get (w, h) using font bbox for accurate layout.""" + left, top, right, bottom = draw.textbbox((0, 0), text, font=font) + return right - left, bottom - top + +def _join_nums(nums: Iterable[int]) -> str: + return " ".join(str(n) for n in nums) + +def _next_available_path(path: Path) -> Path: + """If path exists, append _1, _2, ...""" + if not path.exists(): + return path + base, suffix = path.stem, path.suffix or ".png" + i = 1 + while True: + candidate = path.with_name(f"{base}_{i}{suffix}") + if not candidate.exists(): + return candidate + i += 1 + +# ---------- Core rendering ---------- +def render_observation_to_png( + target_passcode: list[int], + obs: Observation, + out_path: Path, + *, + header_font_name: str = "DejaVuSans.ttf", + body_font_name: str = "DejaVuSans.ttf", + header_size: int = 28, + body_size: int = 24, + margin: int = 32, + row_padding_xy: tuple[int, int] = (16, 12), # (x, y) padding inside row box + row_spacing: int = 14, + header_spacing: int = 10, + section_spacing: int = 18, + bg_color: str = "white", + fg_color: str = "black", + row_fill: str = "#f7f7f7", + row_outline: str = "#222222", +): + """ + Render a single observation: + - Top lines: + Target Passcode: {target} + Selected Keys: {selected keys} + - Then a stack of row boxes representing the keypad rows. + """ + out_path.parent.mkdir(parents=True, exist_ok=True) + out_path = _next_available_path(out_path) + + # Fonts + header_font = _load_font(header_font_name, header_size) + body_font = _load_font(body_font_name, body_size) + + # Prepare strings + header1 = f"Target Passcode: {_join_nums(target_passcode)}" + header2 = f"Selected Keys: {_join_nums(obs.key_selection)}" + row_texts = [_join_nums(row) for row in obs.keypad] + + # Measure to compute canvas size + # Provisional image for measurement + temp_img = Image.new("RGB", (1, 1), bg_color) + d = ImageDraw.Draw(temp_img) + + h1_w, h1_h = _text_size(d, header1, header_font) + h2_w, h2_h = _text_size(d, header2, header_font) + + row_text_sizes = [_text_size(d, t, body_font) for t in row_texts] + row_box_widths = [tw + 2 * row_padding_xy[0] for (tw, th) in row_text_sizes] + row_box_heights = [th + 2 * row_padding_xy[1] for (tw, th) in row_text_sizes] + + content_width = max([h1_w, h2_w] + (row_box_widths or [0])) + total_rows_height = sum(row_box_heights) + row_spacing * max(0, len(row_box_heights) - 1) + + width = content_width + 2 * margin + height = ( + margin + + h1_h + + header_spacing + + h2_h + + section_spacing + + total_rows_height + + margin + ) + + # Create final image + img = Image.new("RGB", (max(width, 300), max(height, 200)), bg_color) + draw = ImageDraw.Draw(img) + + # Draw headers + x = margin + y = margin + draw.text((x, y), header1, font=header_font, fill=fg_color) + y += h1_h + header_spacing + draw.text((x, y), header2, font=header_font, fill=fg_color) + y += h2_h + section_spacing + + # Draw row boxes + for (text, (tw, th), box_h) in zip(row_texts, row_text_sizes, row_box_heights): + box_left = x + box_top = y + box_right = x + max(row_box_widths) # make all boxes same width for neatness + box_bottom = y + box_h + + # rectangle + draw.rectangle([box_left, box_top, box_right, box_bottom], fill=row_fill, outline=row_outline, width=2) + + # text centered vertically, left-padded + text_x = box_left + row_padding_xy[0] + text_y = box_top + (box_h - th) // 2 + draw.text((text_x, text_y), text, font=body_font, fill=fg_color) + + y = box_bottom + row_spacing + + img.save(out_path, format="PNG") + +def _next_run_dir(base_dir: Path) -> Path: + """Find the next available run directory under base_dir (run_001, run_002, ...).""" + counter = 1 + while True: + run_dir = base_dir / f"run_{counter:03d}" + if not run_dir.exists(): + run_dir.mkdir(parents=True) + return run_dir + counter += 1 + +def render_sequence_to_pngs(seq: ObservationSequence, out_dir: Path | None = None) -> None: + """ + Render each observation to its own PNG inside a fresh run directory. + Default: PROJECT_ROOT/output/obs_png/run_XXX/observation_001.png + """ + base_dir = PNG_DIR if out_dir is None else out_dir + base_dir.mkdir(parents=True, exist_ok=True) + + # Create a fresh run dir + run_dir = _next_run_dir(base_dir) + + for i, obs in enumerate(seq.observations, start=1): + filename = run_dir / f"observation_{i:03d}.png" + render_observation_to_png(seq.target_passcode, obs, filename) +if __name__ == "__main__": + obs_seq = new_observation_sequence(6, 9,4,0,0,numb_runs=50) + save_observation_sequence_to_json(obs_seq) + render_sequence_to_pngs(obs_seq) \ No newline at end of file diff --git a/tests/test_benchmark.py b/tests/test_benchmark.py index eaee76f..da0b305 100644 --- a/tests/test_benchmark.py +++ b/tests/test_benchmark.py @@ -1,4 +1,4 @@ -from src.benchmark import passcode_generator +from src.utils import passcode_generator import pytest @pytest.mark.parametrize(