diff --git a/arpav_ppcv/operations.py b/arpav_ppcv/operations.py index 3049dd2f..0802506f 100644 --- a/arpav_ppcv/operations.py +++ b/arpav_ppcv/operations.py @@ -227,12 +227,15 @@ def get_coverage_time_series( ) if station_data is not None: raw_station_data, station = station_data - data_ = _process_seasonal_station_data( + data_ = _process_station_data( raw_station_data, observation_smoothing_strategies, start, end, base_name=coverage.configuration.related_observation_variable.name, + aggregation_type=( + coverage.configuration.observation_variable_aggregation_type + ), ) station_data_series_key = "_".join( ( @@ -325,32 +328,39 @@ def _get_station_data( return result -def _process_seasonal_station_data( +def _process_station_data( raw_data: list[observations.SeasonalMeasurement], smoothing_strategies: list[base.ObservationDataSmoothingStrategy], time_start: Optional[dt.datetime], time_end: Optional[dt.datetime], base_name: str, -) -> pd.DataFrame: + aggregation_type: base.ObservationAggregationType, +): df = pd.DataFrame([i.model_dump() for i in raw_data]) - df = df[["value", "season", "year"]] df = df.rename(columns={"value": base_name}) - - df["season_month"] = ( - df["season"] - .astype("string") - .replace( - { - "Season.WINTER": "01", - "Season.SPRING": "04", - "Season.SUMMER": "07", - "Season.AUTUMN": "10", - } + if aggregation_type == base.ObservationAggregationType.SEASONAL: + df["season_month"] = ( + df["season"] + .astype("string") + .replace( + { + "Season.WINTER": "01", + "Season.SPRING": "04", + "Season.SUMMER": "07", + "Season.AUTUMN": "10", + } + ) ) - ) - df["time"] = pd.to_datetime( - df["year"].astype("string") + "-" + df["season_month"] + "-01", utc=True - ) + df["time"] = pd.to_datetime( + df["year"].astype("string") + "-" + df["season_month"] + "-01", utc=True + ) + elif aggregation_type == base.ObservationAggregationType.YEARLY: + df["time"] = pd.to_datetime(df["year"].astype("string"), utc=True) + else: + raise RuntimeError( + f"Unable to process station data with aggregation type {aggregation_type}" + ) + df = df[[base_name, "time"]] df.set_index("time", inplace=True) if time_start is not None: diff --git a/tests/notebooks/timeseries-smoothing-demo.ipynb b/tests/notebooks/timeseries-smoothing-demo.ipynb index 0fa2eec5..b19aa0fb 100644 --- a/tests/notebooks/timeseries-smoothing-demo.ipynb +++ b/tests/notebooks/timeseries-smoothing-demo.ipynb @@ -12,8 +12,8 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "79050d6c-1899-47b9-8d8e-d6f28bdcdb58", + "execution_count": 6, + "id": "df4b0596-aef5-4211-829c-20cbab0ed146", "metadata": {}, "outputs": [], "source": [ @@ -23,33 +23,44 @@ "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "\n", - "coverage_identifier = \"tas_seasonal_absolute_model_ensemble-rcp26-DJF\"\n", - "point_coords = \"POINT(11.5469 44.9524)\"\n", - "date_range = \"../..\"\n", - "api_url = f\"http://webapp:5001/api/v2/coverages/time-series/{coverage_identifier}\"\n", - "\n", "\n", "def _parse_to_dataframe(time_series: dict):\n", " df = pd.DataFrame.from_records(time_series[\"values\"])\n", " df[\"datetime\"] = pd.to_datetime(df[\"datetime\"])\n", " df.set_index(\"datetime\", inplace=True)\n", - " return df " + " return df \n", + "\n", + "\n", + "api_url = \"http://webapp:5001/api/v2/coverages/time-series/{coverage_identifier}\"" + ] + }, + { + "cell_type": "markdown", + "id": "63de3ee3-5be0-435b-aa42-e0ea11fef7bb", + "metadata": {}, + "source": [ + "## Seasonal data" ] }, { "cell_type": "code", - "execution_count": 2, - "id": "8193b289-2196-4162-a756-cbfbec7a395d", + "execution_count": 12, + "id": "72d5a3bf-c691-44a0-aa05-da644e91e02f", "metadata": {}, "outputs": [], "source": [ + "coverage_identifier = \"tas_seasonal_absolute_model_ensemble-rcp26-DJF\"\n", + "point_coords = \"POINT(11.5469 44.9524)\"\n", + "date_range = \"../..\"\n", + "\n", + "\n", "raw_response = httpx.get(\n", - " api_url,\n", + " api_url.format(coverage_identifier=coverage_identifier),\n", " params={\n", " \"coords\": point_coords,\n", " \"datetime\": date_range,\n", " \"include_coverage_data\": True,\n", - " \"include_observation_data\": False,\n", + " \"include_observation_data\": True,\n", " \"coverage_data_smoothing\": [\n", " \"NO_SMOOTHING\",\n", " \"MOVING_AVERAGE_11_YEARS\",\n", @@ -67,9 +78,9 @@ "\n", "raw_series = raw_response.json()[\"series\"]\n", "\n", - "series = {s[\"name\"]: s for s in raw_series}\n", + "seasonal_series = {s[\"name\"]: s for s in raw_series}\n", "\n", - "dfs = {v[\"name\"]: _parse_to_dataframe(v) for v in series.values()}" + "seasonal_dfs = {v[\"name\"]: _parse_to_dataframe(v) for v in seasonal_series.values()}" ] }, { @@ -82,35 +93,35 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 13, "id": "9b1ddd10-6e0e-478f-babe-464e16dc07d3", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 3, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "690afa2ce2f04b6b964411348f300082", + "model_id": "7eb1b11dc0034eabae5f427f769d41f2", "version_major": 2, "version_minor": 0 }, - "image/png": 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iAPjBqkwK9UYuHhlLanj32Ps3pW84kTotfSNd9871jfQjOkBLXNCpU2exJxMBoCAIwknU3vZku/P0mG12BkTrUCs9v127V7gfaqUcL5Xnx9KahuLPjRtmNBR/bsh5PJUyVH/ZWcDufD2hfhryqwz0CvMlJtCzAdaFw2PdXh4f7MPaB08/yaMROqt7/yULgiD8y7S3PdnZ767lvP+to7LefBJH51BrslJcbaTGaHFe9ta8Ifxy23iGJ3i+N3FrGoo/K44GeQqZjGfP6c+Zr68i5ZElVNSd/NfzeFw4IpabJyXz0/Z8rv5kMysOlHp6SMK/hJgBFARBOIkSQ3yQyXBZpnTXniwuyBu7JDVbzjwZFm3L4/Gf9zBzQATvXjrs5A+gEwr1BvYVVtM30p+LRsQxMTWUI2X1JIR4O9qX/boXm12izmQj2PN5FO12+dGyNXZJQqWUodOqPDwiMFpsaJTyVmdSRS3A7k8EgIIgCCdRpE7LZaPi+WJDNtByL9UV903ywOgcbHYJhVyGWnFqLBI1zvqVAc+d059LRsW7vKZL7pyAVq04ZTtVPDSjr6eH4DTuhb+pqDez7K6JzfYlrj5UytO/7iXIR8UbFw857n2Xe8r3kBaUJoLJE0AEgIIgCCfZI7P6MndwFAVVBkYkBp205IRCvYGssjoS22iJdvW4RK4el4i90Vr1G8sPsvpQGdeOT2TmgMiTMdx2abqnUgIe+ymdyX3CXJ5jQkj3arfXXtVGCyq5Y+9ldwmC6sxWJAm0bmpCrjlUxqGSWsARKM4/d0CnEpyqjFW8suUVfs74mefHP8+c5DnHPW7BlQgABUEQTjIvleKk76VrWhuvPSdmufxYwJFVVsfW7Epm9I840UPtEPd7Kjlls36bGv/C31Qbrfx172luSwZ5wtZHz6DebGtWDqhQb+CD1ZnOn1tKcGqNJEn8lvkbL29+mUpTJTJkZOmzunT8goMIAAVBELqhR37cTaHeyMMz+5ISdnwn/vZmHrfmqrEJzOgfSd/I7lGKpEFrWb+N/bGniMyyOib3DqN3RPd6Dq0x2+wA/L6rkFWHSpnUO8zjfY19NEp8NM3Dh9YSnNrzPsupzuHZDc+yvnA9ACkBKTwx5gkGhw3uimELTYgAUBAE4STbml3Jrrwq+kXpGJnofiZwXUY5WWV1zerxdUZHT8y/7SpgU1YFk3qHcnqfcACXgr/dSUPW78OL0rFJUot7KhduymHFgVKCfNSnVAC464kzMdvsfLE+m81HKontxjX22huMN2WxWfhkzye8t/M9zHYzarmamwffzJX9rkQl93zSy7+VCAAFoQu1d4+V0LOt2F/C2ysOc9XYhBYDwHvOSMVgtrV58myPjp6YN2VV8Pn6bAK0KmcA2J1Z7RKXjY6jb6Q/p/V2P6s5LiWEIB8NsR6uoddRaqUctVLOtH7hxAd7e7zIcmmNic/WHSHIR8014xNdrmsIxhtvNXAXjDe2pWgLz2x4hky9Y+l4dORoHhv9GHH+3acw+r+VCAAFoYt0Zo+V0DOlRvgxe2Ak/aN1LR4zZ1BUlz1epE7LHaf34o2/DgFtn5gn9w4jQKtidFKw87L8KgO5FfWE+mm6zV60Bou25bM1u5LXLxrU4nO6bkLSSR5V10oO9e0Wr3uR3sjbKw4TqfNqFgCCo6PN1xtz2Jmn55mz+7f4GVhlrOLVra/y0+GfAAjyCuKBEQ8wI3FGt0l2+bcTAaAgdIGu2GMl9BxnDYrirC4M8NrjklFxzgDwpfMHcv4w990cACb3CWNynzCXy77fkssbyw9x6ag4njtnwAkda0ddNCKWlFBfhnbTZerOqjdbeWP5IdQKOfdOS+0WgVGAt4qrxibgrW6eAdxgZGIQ/loVicHNM68lSeKXjF94dcurVJoqAbgg9QLuHHonOk3LX4iEricCQEHoAse7+VkQmsqtqKfGaCU6QIvO+/j3QYX5ezEiIZCduXr8vDp+fyG+GpJDfQjuhnX0Lhwe22J7slNZrdHK+6sykcvg+olJHCyuQSmXeXQ/ZmyQN0+e1a/VYx6Zleb28ix9Fs9ueJZNRZsAkeThaSIAFIQukBjigwxHDbIG7dn8LAgteeCHXazLKOe/Fw9m7uDoLrnP724c065ZpBqjBQnwVilQHi0GfdnoeC472pXiVPTFhmxeXrqf6f0jeOn8QZ4eTrtoVApumJiEzS6xM7eKKz7eRN9If5bcOcHTQ+sQk83ER7s/4sPdH2KxW/BSeHHjoBtFkoeHiQBQELpApE7LmORg1mWUAy13dxAEgJu+2MrWnEqemduP6f3dF1UO9FYT4qtB1UXdOA4V16DzVhHqq2kzCLzt6+2sPFjKKxcM4vxhMV3y+CfK4ZJadFoVoX5tz0xWG61UG6wnYVQd5y6BTKdV8fBMRweQnblVJIb4EB3g5clhYrNLyGW0ezl6Y+FGntnwDNnVjs43E6In8PCoh4nx697vq55ABICC0EVmDohkXUY5IxICeXPe8bdAEv69yutMlNaYWu3z+86lQ7v0Ma//fAtHyuv55obRLskd7liO1p5TKTy/56wtD/+4m01ZFW3OlM4eEMmYpGACu2A5vau1J4FsUGyAR9sDNvhs3RGeXbyX84bG8PIF7mdSv9iQzcfrdqGLWUqGYRUAYdowHhj5AGfEn9Et9jIKIgAUhC4T6qchLdKfgTEBIvgTWvXGxUPQ11uIDjg57xOpUaT5wapMjBYbk3qHtXj8l9eOwmyzo2jUCWRjZjlvrzhMargfj812v8fLE0xWOzIZbdb2C/RRE9ikc0V30FoCWbifFzZJQimXdZugqc5kxS6BsoUvB3bJzsbS3ykN+IQygwEZMi7uczG3D7kdP/WpU3+xJxABoCB0kTP7RXBmv+7VJkvonqIDtCct+APHct0/90/mnm93sGh7PkPiAloNAOVyGV5y1yzPynoLqw+VYTDbTvRwO+TnW8dRZ7Li5aYv7amgtQSyvEoDFyxYT1KID393g9k/cCSjXDgiFqW8eQCYpc/iqfVPsbViKzIFJPmn8tyEp+gf0t8DIxXaIgJAQegi//m/nRwsruWB6X0Yk9z6EpsgtOXrjTmszShjzsAopndR/90ZAyKJC/ZmZGLH358DY3S8duGgdu21O9nctSVrqrLOzOLdhchkcOmo7pPM0lqR7szSOgBUCjnVRgt3LNyOwWzjmxtGe2xG0EulaBZsN+3koVVquXXwrVza91KUchFmdFfiNyMIXeRAUQ078/TUmbrnJnOh+/hmUw5yuYwZ/SNaLMmyO7+KxbsK6RvhB3RNAHhGWjhnpLXd2eOdFYepNlq4fHQ8MUc7Z0QFaDl36Km7cb+s1sSjP6UT4K3qVgFgpE7Lk3P68eSve7BLrglkob4adj4+DZskIZfJ+OdAKeBY9u4uM56bizbz3IbnyNBnADAuahyPjXmMaN+uyVwXThwRAApCF7loRBw783bz/upMprbjJCv0XE/8sgeT1c7Y5OAWA8DZA6PoHe7XJTXfPlt3hM1HKjhnSDRT+rb93vx6Yw75VQZm9I90BoDd0X3f78RosXHb6Sn0ifBv9dhAHzXT0sIJ6IZJIEarDbsEE1JCeOmCgc49xEqFHJ23IwvcZpd4+fyBaNUKl72ZJ9uvOwsoqDIwJEHJz7nv80vGL4Cjk8f9I+5nVuIs9AYLf+wpQqmQnRKtBHsqEQAKQhdJi3KcgPIrDR4eiQDdty+zJElM6RtGvdmGn6blYGRcSgjjUkK65DE3ZJazJL2IgTE6hicEIZfRajHoS0bFUVlnJtz/2HKv0WLjUHEtdkliUGxAl4zreEiSxB97iqg2Wrl5UnKbx4f4anj/iuEnYWQdV390X2VCK+9VhVzGBd2g2PV3W3PYULKEgNw/MNpqkSHjgtQLuGPoHc5OHhmlddzwxVZig7QiAOzGRAAoCF0kMdiHdy4Zip+X+LPytO7cl1kmk/HupcNO6mNeMSaBYfGB7CusYdBTf3DukGheu2hwi8ffOjml2WXZ5fXMeXsNwT5qtj52xgkcbfvkVxm4dXIKVQYzvcJO7ezSO6f0Yml6EX/tK+bOqb0IOdptJT1fz/J9xaSE+TJ74MltHehORlUGJT6v4xW5F6MN+gb15dHRjzIwdKDLccE+aobEBRDVjb54Cc2JM5UgdJGdeVUEeqsYGv/v6kfanbRnVu/f0pdZb7BQVW/GW6087sSLMcnBjEkO5vP1R/hhWx4mq73D96FVKYjUeRHo7flSKk0D/IRgn24T4HeGTCYjp6KeerONOpPVGQDuytPzxvJDnJEWzuyBURwoqqHWZKF3hD++7Uh86SpGq5H3d73PJ3s+wWq3olVquX3I7czrM89tkkdCiA8/3jLupI1P6BwRAApCF7n+8y2YrHbWPDC5W++bOlW1d1bv39KX+bN1R3jtz4NcMiqO588Z0CX3OW9kHPNGxrkt4dGY0WJDpZC77DWLC/Zm/UNTumQcx+N4AvzZb60mt8LA9zeNITW8e80afnDFcJRyGeH+xzp9JIf6cOmoOPpEOraXXPf5ZnIrDCy6ZSxDT1I/4HUF63h2w7Pk1uQCMClmEg+PephIX/cdbIRThwgABaELSJJESpgvewqq2Z5TRZROi9yDG7X/bTpy0u/ufZkPl9Ry6YcbiNRp+enWlmdJvFRyfNSKNoO1tpTXmjhSXk9CsDfBvm3PJNrsEn0eWwrAtsfOIKibFU8+ngC/2mBFb7BQY+xemfqfrM2iSG/knKHRLtm9o5KCGdWoa0t0gBYZMhq/I07UXtdyQzkvb3mZxZmLAQjzDuOhkQ8xJW5KtylKLRwfEQAKQheQyWR8e+MY+j+xjNsXbmdq33C0as+XaTiek0N3SqLoyEk/UqdlYIyOnXl6oPv1Za41WSmuNqGUt97j94aJydwwse3khrasPlTGXd/uYGRiEN/dOKbN4xvawAGolV3Th7grtVY3ry0fXDEchZxuN0P/y84CtudUMSw+sNVs5m9ucP39nYi9rnbJzg+HfuD1ra9TY65BhoxL+l7CbYNvw1fty6Cn/gBg8R3jW30dL1ywnsp6M19dN4owf8/2LxbcEwGgIHQRL6Wc+GBvvJQKLHY7WjwbAB7PyaG7JVF0dFbPW+34aLttcjKXjo7vNsEfQO9wP367fXyrfYC7ktUuEanzIjHYh4zSWr7dnEuIr7rF4FKjlJP+1JlYrHZ8Gn2Jsdklbv1qG2abnbfmDWlX8eUTIVKnZf65A3jwh91ION6f7Q3w22oX5ynnDo1BIZNxqKSW/tEGotrRJeZE7HU9VHmIp9c/zY7SHYAjyePxMY87O3nY7RJ6gwWgzTqEB0tqqKq3UG20iACwm5JJ0sn6GPr3qa6uRqfTodfr8fdvvQaVIJxMhXoD4174u9ksyZoHJ7d5cjie255I327O4eFF6dgkyTmr11JQunxvMTkV9UzuE0ZiiM9JHmn3JEkS6zLKufTDjfSJ8GPpXRM7fPvEh34HYPMjUz3eEaRQb+BIWT0JId7dKsDvrHnvb2B9Zjn/vXgwcwc7iii/sGQ/H6/J4toJiTwwvY/L8esyyrjkg43N7mfh9aM73InIYDXw/q73+TT9U6ySI8njtsG3cUnfS1ySPCRJorjaRJ3ZSkKwT6v1CFcfKkUhlzE4NsD5haw7EedvMQMoCF0iv8rAHQu3E+Sj5oNuUGvsePZJddckij/3FhPqp+HKsfGcPSS61bGM7xXC4ZJa52zFqWhrdgXfbMqlV7hvlywFy2QyYgK13DAxySXRoCO3f+6c/qgUcnw0nt/eEKnTdvj9uPlIBYeKaxkYo6N/tO4Ejaxz+kT6YbHZ8dceq89ostowN1qSf39VBhszK7hkVBxpUf6dXgpvbG3+Wp7d8Cx5tXkATI6dzMOjHibCp3n3GZlMRoSufe+dCb1COzQO4eQTAaAgdAF9vYWt2ZXO8g2edjz7pBJDfJDJcFmi7A5JFIV6I0XVRvpE+rcriJ391hpCfNVsedTzNesaO1xSy47cKuKDvRmRENTicbkVBr7fmsf4lJAuCQAB4oN9eHhm31aPKa818cnaI/h5KbnxNNfH7U4t1Drju825fL81j/vP7N1tAkBJkqg2Wnl0VlqzGbV7zkjl+glJeB9dik/Pr+av/SWMSQ5mSt9wx1L4ot1IUseWwgFK60t5efPLLDmyBIBw73AeGuVI8hB6hu63w/ckevLJJ5HJZC7/+vTp0/YNBaGJ6EAtCy4bhtlq45IPNnC4pNaj44nUaXlsdprz546cHCJ1Wl44dwAN56KOnlhOlEdnpRHgreLtvw+3eWyR3gjQbQLyxtZnlHHf9zv5eE1Wq8elRflz/5m9uWhE57s/GC02zn5nLXcs3I7JamvXbcpqzby94jDvr8rs9OOeaJIkceGC9Vz58SYq68ztvt2AGB1npIWTENx9tgXUm20MeuoPkh/+HYPZ9Xfk56UiKkBLwNHaixeNiOXF8wYwMTX06M9x/HTLWOaNiOW2ySnt2qdrs9v4at9XnPXTWSw5sgS5TM5lfS/j57N/bjP4K6k28v6qDBZty2vzcfYU6PlzbzG5FfVtHit4Ro+fAezXrx/Lly93/qxU9viXROgEnVbF9P4RvLBkH+syyqmsb/9J6URpOEloVXL+vm9ShwK4i0bEsSmrgh+25TNvVFy3KLIbF+xNVb2F3fn6Vo+TJIlrPtsMwOfXjjwZQ+uQcH8vJqaG0i+q9X1HqeF+x12rbmt2JTtyqzhUUoNa4fi+b7HZMVntLRYS9tcquXJMPF5ustizy+uoM9mID/b2WBIIgMlqZ9ORCgCUivaXJLliTAJXjEk4QaPqnFqToySNQi7DS9X6nIy71oAymYyFm3OJ8Pfinmm9W739nrI9PL3hafaW7wWgf3B/HhvzGGnBaa3ersGR8nqe/30/SSE+nDs0ptVj3/zrEMv2FPPs2f25bPSpPXP8b9Xjox2lUklERPO9DoLQGQ/N7IvRYusWiQdB3mrmnzvgaBZox2fvBscFsvlIJeF+3SODL9hHzcvnD8Rfq0KSpBZrkRktdoJ9NNSZrF3eLaErSuNM6xfBtH4n/jOnIZMboN5k47stuZyWGsbo+X+hUsg49NxMt7eL1Gl5am5/t9dd/clmMsvq+O7GMYxMbHn5+kSTy2S8d/kwaoxWfLphgkFHhPt7ceDZ6Xy4Oou576xlRv9IZ2/jpemF5FYYmJAa4rY8jN0uEeqn4dyh0US2sjevxlzDW9vf4pv93yAh4afy486hd3J+6vko5O3fzxngreLcIdEE+7ZdGzIp1JdBsSZ02pZ7TguedWr/5XSBQ4cOERUVhZeXF2PGjGH+/PnExXl+tkM4tZTWmMgsrSU51IeUbtKXNNBHzbyRnXsv/7KzgD/2FHHl2ASuHZ/YxSPrOIvNzqJt+fh6KZnSJ6zVQrRatYItj07t8jGc7NI4ZqudKoMZJDpcRqNpiRAJR4mQxXeMB8Bik7DZpVazON0J9lVT3Q2KKKuVcs48CUH0yaJRKrDZJXbl6V1mhr/fksdf+0t4wWsAfSL8qao3U1RtxEetJDbImyPldZz+6kqiA7SsffD0ZvcrSRLLspfx0qaXKDWUAjAraRb3Db+PEG3z2cS2pIb7tdpDurGmWctC99OjA8BRo0bx6aef0rt3bwoLC3nqqaeYMGEC6enp+Pk1P4mbTCZMJpPz5+rq6pM5XKEbW3O4lLu/3cn4lBC+vG6Up4fj9N7KDD5YnckFw2M79IGcVVrH6kNl3aZgbo3RysM/OmazZj3vfuaqqQd/2EWB3sgzc/sRf5x7vjzRX3h7TiUXvb+B5FAf/rp3Uodu21Imd0WdmZ2PT0OjktNS7NdQGcxdkP39TWM7NI7u5s+9xTz16x4GxQbwziVDPT0cF7MHRtI/2p/YRn9zY5KD8deqnCsK32zO5YUl+zlvaAyvXjiIslrHVhOVm2XwnOocntv4HOsK1gEQ7x/Po6MfZXTkaOcx3anYu3Dy9egAcMaMGc7/HzhwIKNGjSI+Pp7vvvuOa6+9ttnx8+fP56mnnjqZQxROEVqVgqRQH2x2ie05lcQEenu8TlqR3sj+ohrKas0d2igPML1/BLFBWuKDu0cAKEkSZ6SFs6+wms1HKugT4efcGN+SdRnl5FTUU1ZrOu4AsCtL48z/fR/L9xVz42nJXDi85QQP5dE9e50p1NpSFnhiqA8679aX5P7cW8yNX25lREL7Ood4QlmticMltYT6aUgO9W337Wx2O3mVhk6VwTlR9hTo+WVnAb3C/Dh/mOu+uusmJLn87O+lIsRX7cwKHh4fyPbHzqDWZHV2cLFj4ePdH/Ph7g8x282o5WquG3Ad1wy4Bo3i2GdSdyv2Lpx8PToLuKmAgABSU1M5fNh9luFDDz2EXq93/svNzT3JIxS6q+n9I/n73kn4aJSc8+46lu8r9vSQ+GRdFj9uz2dcSjD3trE5vKneEX6cOzSGlQfLmP7GKpamF56gUbZPsK+GD64Yjk6r4uL3N7Ajt6rFY/cXVXP7wu0o5TJeuWAQcUHHvx+zIaBqTC6jU6Vx8qsMZJTWUWdqfSl1aFwAWfNn8ncHZ//gWLeMhiHLOpDJbbbZT1qXks5an1HOxe9v4OGjexzba3RSMD/eMpZXLxh0gkbWcfsKa3hvZSa/7ixo89hLRsWx5dEzeOZsxx5NuVxGoI+ap37dQ69HlvDmut849+dzeXfnu5jtZsZGjWXR3EXcPPhml+DP3Yz2E4t2ULP0GTj0Z4uP/97KDAY//QfP/76vzbEuTS/inHfXMr8dxwqe0aNnAJuqra0lIyODyy+/3O31Go0Gjab7lZUQuo9wfw0xgVo03aCHqkImQ6dVMTY5pNOzkUV6A/uLathXWMP0/pFdPMKOiwvyxmCxIW9lD2BehYFfdxYwKEbXbEalsxoCqgd+OBZwxARqiejETNK903pz+eh44tqYXW1tn2N7XDQijq3Zlaw8WMpNpyU5Z3f+908GNUYL101IIsin+SzqGWnhbHpkCjKaP/6HqzPZnlvFvBFxjO/V8T1kbWnvkqRKIScp1IfYoI4F4AHeaobEtZ3AcDKlhPly3fhEAn3UrD5UilohZ1RSxzp5SIoqvKK/5NPMdABCtaH8Z+R/ODP+TLfvI3cz2jcrFuG34UfYrIbrlkNk8yC52mihqt6C2Wpvdl1TeoOZ7TlVBLUxUy94To9uBXffffcxZ84c4uPjKSgo4IknnmDHjh3s3buX0NC2q5iLVjLCqaC1jNmWHC6pwWC2U1lvxmq30z9Kd8r088wur2P5vhICvVVtlqroqPUZZfy9v4QPVjtq+C29a4Lb7MzubMjTf1BZb+HPuyfSq4NlZm7+citL0ot4Zm4/Lu/icio9fUly5cFSrvx4E30j/Vly5wQA5ry1htzKej68YjjD3RQNX7Q9m99zvmN79XeY7UYUMgWX9L2EWwbdgq+65aXxpu0e02RH+Fn9GCrZ0TqEgYlw4yrwcn1vV9WbKas14aNRtjmbnFdZz96CaiJ1WgbEdI+i242J83cPnwHMy8tj3rx5lJeXExoayvjx49mwYUO7gj/h5OvOG5a/2pjN0vQi5gyKanVf18lWUmPknwOlaJRyZ3/R9nj+9/38vb+EF8/rHifh33cX8vzv+5jQK5T55w5o9dj4YB+uHZ9IaY2JPQV6Qnw1Xbbna0xyCGOSQ0iL8qd/lK7DAVRHVNWbeWP5IQCePKtfl93vxSPjMFns+Hl1vDzHBcNjGJUY5DYYOR5dkmRzZC2UH4Ihl0MLpU2MFht/7C3GYLae9Pd1W59fQd5q+kT4kdSohJTe4Jhxa/j+drC4hrf+Pkyor4apw6qYv+sJjBQBMCRsCI+MeoTeQW1v92iY0X54UToyycLLqvccwV+vM6FkL1Rmwa93wPmfQKMvjwHe6jb33jaICfTuNklkgns9OgD85ptvPD0EoZ26++zAoeJaVh8qY1BMgKeH4iK7vJ7//N8uEoK9OxQABmhVRPh7dZsaXuW1JvIqDVR1oMD2a38eZOGmHO45I5U7pvTq0vGcM8Qxs+hyUlcZ4ItzILwfzPkvKNy/dn/vL8ZslRiVGESgmyXYBgaLjU/XHUGlkHVpANhWNvi2nErWZ5STFunP5D5hLted3ie8y8bR2HEn2eRuhs/ngt0CRekw82WXwKWB0WLjjoXbATh3aAwqRfOtGifii2Zrn19Giw2VQs6AGB1L75rocruFN4zGYLYSHeAIpCrrzPy2Zw9Bccv4/s8dAKjx54o+t3L7yIuRy9p4PrYi2PAuJE3momFnMjE1FMvfLxG3Mxu0gTD3bajMhk+mw54fIWE8jLgOLEbQ54KXDnzDmj3GidKdv/T/G/ToAFA4NXiiBEdHnTs0mgHROg4U13DdZ1uY3CfU431T7/xmO/mVBvpH+zOwg4Fp41pfO3KrOFBUzel9wj2W2TxzQCT9o3WsOljGVZ9sYnRSMDed5r4/blmtCYPZhlalIMxPg7qL9mNuza7gSFk9g2IDSAnzbXZSXzRoC4MLd0DhDjDVwPkfuw0Cn/p1L9nl9fxw8xiG+bQ8k+bnpeK2ySlug5T2uvOb7dQYrTw6qy9J7cyW3ZBZzsvLDnD+sJhmAeCJ0tHe1a//eZAduVVcOTae02MV8P2VjuAPYPMH4BMKkx5odjsfjZIxScH4aBRYbRKqJhOFJ+KLZlufXw/+sIufdhTwxJw0rh7nWnMzOuDY55vRamR16dfoUj/FLJlRyBTM6zOPmwffTG29igUrM1Er5C6Zw02fz6q4D4gpXgGb3seqSyCw/4Vodr/lGOfYp4j0DXMEeGc8DcsehiUPwqpXocaRoGKXKdjV6zaCpv2HuJDW308Gs40duVVY7XYm9Or4qlp3/9L/b+D5neqC0IbWZge6i4ExAZw3LAZvtYLl+4rZW+DZGpF2u8SvOwvYkl3JR1eO4PlzWl82bc3Di3bzwA+72Z5T2YUj7JhgXw1D4gLx81Lyz4FS0ltpB/e/fzKY8NIKVEoZmx6Z2mKg2FE/bS/g3u938uP2vOaFliU7gfu+Onbwvl/gh+vA1jzTd0C0jmHxgW0upflqlNx3Zm/unNr52cu1h8v5e38JRovrpn1JkrA3/aM6qk+EHxcMi2Gkm2VevcFCdnkdZbUmN7fsvIYlScXRWTuFTNZq1vKuvCpWHiylvNoAP1wL1fkQnAJTn3Qc8M/zsPmjZrdTKeQsvGE0H145Am2TVnctBWqFesNxPbe2Pr8aWsFpm0ajR0mSxB9H/mDuT3P5bP/72CQzw8OH8+3sb3lg5AP4q/0pqTHx0tIDLv2lmz4fP6mWsKJVjh80OpT6I3itfQmZ3cKftqF8WjPi2IOOvgV6z3IE1UeDP5Ra5JKNwQf/i/e350F165UBiqqNzPtgAzd/ua2dr9QxJ+p3IbgSM4BCt9fR2QFPmtInnHB/L1LD21+b7ESwSxLPnTOAynozgceZhTcqKYhgXzXe3aDl1oReIbx8/kCSQlsu7SJJoFHK8e3i8SaF+jA2OZh+UbpmJ/Vx8j3Ey4qxqnxRnv02/HA97P3JsRdt7jugOhbIvH0SCxA/M7cf1UaLy0zSxe+vZ0NmBQsuG+o2s/v0PuEtLvW+tzKDd//J4OpxCTwxp+uWpQHGJIWw8IZR2OwSCW0s+d08KYVZA6OYUvQBZP4DKm+48AsITwNzPax6CRbfCz4hkDa37Qc36skqMXZZrcfG2vr8eufSodQarUjAvPc3UG+x8f2NY1Ar5bz093L+KfuIXIMjuzfCJ4L7ht/HtPhpSBKYrDY0SgXRAVrOGxpDVMCxva5N36OzFBtRy2zUBfbF5+a/+ODt55lU9SOBXvCx5namNG75KJM5ZrAz/3HMpgbGg3cwS758jdMzXyKkdAP8bywkTXIE3/o8qC8H/ygISoKgJEJ94hgRHI3FO6DDiWhdWXdTaJnnP9EFoQ2ROi33TOvNK8sOAI7lgPbWNDtZDhXXYLLaiQv27hYZb0qFvNNt4ADuWLgdi83OY7PTuvxE3xnrMsooqzUzOCaAC9pIsnl8ThqPz0mjqwscXD0u0blEV6g3uJzUL1UsB6Cq13kc9JpAn9kfEfTbtZD+A+z7DWJHQtJpkDwFooa43Z/WlCRJ1JltWG12/L1UyDvYtg1gxoDmAV5D+zdTO0p5NOWtVuCjVqDsxFja8t6qDL7amMOlo+LanLUdmRjESNMG2PyG44I5/3UEfwCTH4a6Etj6Kfx0K0QNhYBW3jO7/w9+uoURAQlEcSsFHCtv09Evmu72rDVOuLBJUrPZTY1SgcZXgdlqZ31mOQC5+iI+27+ARTk/IZNJaBQaru5/NVelXU1FLRwuqUUulzGlURu4Vy90LduSGOKDjGOFxM9WrAHA1v98UPtw/T3PUWd6yjEr6m6bhMoLek93uWjG5fdC2Vnwf1dD0W7Ys8j1NhWZjn+AL/D9TWsgouOrD6fSl/5TWY8uA3O8RBr5ybMrr4qz3l4LwM2Tknhgel8Pj8jVRe+tZ2NWBW/NG8KcQVGeHo6Lqa+tRG+wsPiO8YT5tS8bNu3xpdSbbay8f9Jxd9HoCtd9toXl+4p5/pwBXDKqfYHtrrwq3luVSUyAlodmdv375dvNOTy8KJ1gqYJ1mttRyuxMN7/Ifnsschl8Nq6cCQdfhOo81xsGJcOgi2HghRCY0OL9S5JE4kO/A7D5kaldtv+yos6MJEn4eam6bH9kV7jv+53831bHaxXgrWLH49NaPjhzJXx1AdhMMPxamP2a6/V2G3wyA3I3QspUuPT/nEH3zV9uZU9BNS+fP5BRJd/D0mN7BevUoZxfcw/7pPgO7ztrbc9aea2J8loz5XVmEkK8W/zy+n/bMtlQ/gOrSr7HYHUsd4Ywmo/mPEFSUAw1RgsDnvwDX+p578pRXPrZbhJDfFhx3yTX5y5JoFA636MRUglrve5EQobs7j2ga39CmFtWE+z4yjHbqosBXSx4B4I+/1gQWJEJZ/8PNJ1bDXnmt718dHRJuyFo7so9gOL8LWYAhVPEwJgA3pw3hJ25VUxI6X5leoJ81IT7a5DLZBwsrkGlkDv7d3pCVb2Z0hoTIb4aiquN1Bit1BqthLWzasmzZ/enzmQlxPdY0NFaj9gTrU+EH7UmC2F+GvYWVGOwWBkW33opkvI6M4t3FdIv6vg/3N0994tGxDmzKJU77Wy292a/3THTZJfgqrUhrHlgM5HWfMdSWtZKpMN/IavIgBXPOf6NvhWmP+/2MWUyGWqFHLPN7mzz1RFmq530Aj0+aiW9I4794t0Vf27ssZ/SWbQtj7umpnL9xKRWj+1Kr1wwiLvPSHXUp7M79ijK5TJHMNP4PZe7CdvXF6OwmbCnzkQ+48XmdyZXwFlvw4LxcHg57PgahlwKQHG1kZyKOkI2vQT7FwBQ3/8yyN2Ij/4QP3s/y1WGOzHHjW93wNFWoseHa7L43z8Z3DwpmUGxKS63ffOvQ8hkdgLCdvLJ4QWUGkoBGOgTy/1D7mBw8rFZOC9TOc+rP+FC+V8ovpdzOGEAhojhsDUbyg5iz9+KrHAnMpU3XLOMi0akUFxtwrziJwBkCeNbDP4kSaKq3tJqZrqTUgPDr2l+eVASJE5o+/bt4OflCE8mpobw4nkDu9WKz7+FmAE8DuIbhNDU4l2F3Pr1NkYmeraP6vdbcrn//3YxMTWUu6f2Qq2Ukxzqi1cLG81bI0kS5/5vHfsKq3n5/EEMTwj02IdxXmU9419cgVop5+CzM9we89LS/VTWW5g1IJJDJTVE+Hu5XQrtiBUHSrhz4XYm9Q7jzXlDjl1ht8EbA6E6jzvNt/CzfbzL7RZeP5oxyce6OhSXlvPC6y9znnI14+WOfV3ctBYi+rt9XIPZhkohQyGXdTjwbnitNEo5B1p4rdy559sdLNqez0Mz+nBjFyXQtJckSVhskmNmUpJg4cWO2b6k0yD1TAiIR/r+KmSmalbZBtD/viUE6Vr5VrPmDVj+hKN8yS0bwT+SA3t3ErrpRYKOLAZgV+rtnL17NL5SPe+rX2O0fB8WlHwR8SDX3HR/u8a9LqOMSz7Y2Ozyht//3d/u4Mft+YBjdvDQczNRyGVIkkTfF19CHrQMhcYR+EVrgri7pIhpFUWOXiwxI2HA+WCognVvgrm2fS9maB+47i+WHKgm+f+mkirPdwTFQy9n0bY81hwqY8aASM5IC2dvQTXXf74FlULGP/dPdnt3kiQx4rnleKkU/HLb+Da/SIAjCz2v0sCL5w0kJaxjM4GSJJFZVgfQoX7P7SXO32IGUBC6lI9GQZCPGl9N239aJ7LGlc0uodOqCPZRMyQu8LjuSyaTkVdRj9Fi5/aF2z1aksFfqyLEV4O/VonZane7hLl4dyHZ5fWcPyy6WVmNzsopr6faaMVosblecehPqM7D7hXEMtNIl6vc7VnSBQRwwbX3YbbeA7v+46i1tvpVuOATt4/bNFO1I2x2idggLeomZWRWHSxlV14VwxOCGO2m5dijs9O4Y0ovArybl7DZllPJN5tySA71PSHBoUwmQ61sqHq8DA4uPfr/S53/LwN2KdJ4RPkgf/u2Mcs+5jZHMk7Bdvj5VvCLpPfOhSDZQCanaspLnL04CrsE1fhwhflBXlMtYLZiPdcUPQsb/GD0TW2Ou609a69fNJiHZ/ZlxHPLsUtQUWdiv34zb+94G1XkXgB0ah2XWXVcs38NagCfMKgvg7xNjn8NoobCtGcgIA5yNkLuBig7yKqKAH4pi2Ty2NHM2vcQlO5n1avz2Bx6KTPk+UgKDbK0swBHdvii7fkkhvhwRlo4sUFaiqqNyIEluwsZHBfQ7DPJYLFRVuuow+mlat/Wgd15ejLL6qioa3/9zgYymeyEBH7CMWIG8DiIbxAnz41fbEEhl3HvtN6E+mnw70QXg+6k6X6hB6b3YUCMrsuDwc60gTNabGSU1uKjVpIQ4kOh3sDYF/5GanJyW/Pg5G65LPP1xhxKa0xcPDK2yzqAGC02ciocZTtSG3f/+OpCOLQMxtzGt0E3Ntvo32qQXJQOC8YBMrhtC4SkuD/OVAMr5kPUYMe+weP0+M/pfL4+mztOT+GeaW13jWjs5x353PnNDsYmB/P19aNbPK6jX27u+W4HFXVm7pzSy/GFxW6H9yc6Eg2GXOZYWjy4DHI3QfQwuHyRY1avPYr3wnsTj9UJBEg5AyY/xDpjfLOZOxl21g36k8gDnzkumHg/TH6kzcSdp37dwydrjxy9D8eXpIubJGJll9eyq3INX+z7mH0V+wDwVnpzRdw0rtyyCF99HnZJRn7adTD5Ya57bzlnKTdya+gux/jH3gH9zgGZjJ935JNbUc+k3mH0j9ZRUmNEKZcToFUhz92A/dPZyCUrubIoYqUCRzb0hZ8DsD6jnG05lYxLCWFwbADgmDlfsDKjxbp7NrtERmktdSYrg2MD2vW58te+Yiw2iZGJQe2aMTyZxPlbzAAKpwCbXWLF/lLMNju/7y6iV5gvf95zmqeH5eK2r7dhs0s8eVa/NoMOd/uF5i/ZD3R9wVOZTMamrAqyy+sYFh/YrmLAuRX1zHpzjXMjflZZHU2/Jp7skgxTXv0HtVLB59eMbDMZoiFJxG6XyCmvp8ZkoW+Ef6eyaBt4qRSugR9ATTEc/tPx/8Ou5qIQx57AI2X1rW70d4roD6kz4OASWPM6nP1Os0M+Wr6DadtvJbbu6HKxSgt953T6eQAMiw/EbLXTL7rj2eppkf7cf2Zv4oJazsbsaAFfSZL450ApFXVm7pjSi0/WZqHa/wuXFe0GtR+c8Qx4B8GEex3BsFILig6cusLTHPUB/3gEkqeQM/AOdpJKguRDYoi62cydXKaAGS9AVCyseBZWvQx1ZTD79VaDwEdm9mVyahhXfLIJCejf6PW12C0syVrCR7s/IlPvyJLVKrVckHoB1yojCFp8P1gNlKiieF59BxcOv4AwVByo8+ED7zO59bpXnff18rL9FFQZ2ZlbRWZZHcG+GvpH61wTvOLHYJz8FN5/P+II/gAGHPvyMCY52GVrQqHe4Az+wH2xfYVc1vxvoA1T+nauc8xrfxygxmTl0lFxpLR347LQYSIAFLo9SZJYcPlQluwu4vuteVQZLG3f6CT7c28xJqudR2a1nW3qrsZVgxPR5eT9VRks31fC/HMHtCsAtEkSYX4a5xKgp0symK12Mkode4GaLme2xmqXmPjyCgB2Pj4NnZslzeOS/n8g2SFmhHP2LsLfC41S0WIJmpIaIztyqgjx0zA0LhAm3ucIAHd94+hcEdAoUDLqGb3uemLtB5FkcmSSHRbdCNcmtrhnsD3mDo5utS3g4l2FlNYYmdQ7jIQmiUy9wv1a7X/c2a49n149gm3ZlfSL8uf1Zft4IneBo03BmFsdwV8DTSeDgbG3wYhrQaVl4dL9/O+f7c5ahk1LtDxzdj+eWbwPvWECH01/Fa+l98HWTxx7EHu3vJdSqZAzsXco5w6Jpt7s2CpgsBq4+/f32Vr5I0YcJV78VH7M6zuPy3pfQsCGBchW3ea4g17TCDvvQ944OrNptNhYetcE7E3yf5btKeZwSS2zBkYyPCHQJcGnMe8Jt0LpDtj9PVaNjvkHooksy3TpFNKgO9XdkySJhZtzKa0xMbVvuAgATyARAArdnlIh5/Q+4UzoFcoDM/oQ0E360zb2zNn9MVpsWGwSd36zHZVCzisXDHJ7rLuAqrGu+OB9Ycl+SmtMXDs+kQHRAVhsjqCuPfpE+LPpkanOnyN1Wv5zZm9eXHbAUV2ijS4NXU0hl7HolrHUGq34eil5ael+9hZWc8eUXo4gqhGbXaKo2oiPWoFOq0KndZQ6MVhs6Ojc+8Zml3jr70PEB3sza0DUsX2HO4/2Eh94kfPYF5bs571VmVw/IZFHZqU1u68dOVXc8MVWhsQF8OMt4yBmOCSeBlkrYe2bMOsVx4GGKvjiHPrZD2JQ+FN9/reEb37RkU28cB7csMJR5LgV6zPK+WhNJoNiAri9A72QP1mbxZbsShbovJoFgG3pTCAhk8kYGBPgbFd4Z+g2UvILsGoCUI65tdnxGzLL+d8/GQyKDeCeM1LbP7ijxbgTQ3wYlRjknMVsyOZuPHP75C97MdvslJ9/KdHV2Y7ki9WvQur0NpeCX71wEHvK9/BLxjv8vvp39CZH1xpfZSCnR52Hn2kCQ/3iCPzzCdj+BQA/aM7hvHkfObKXj/JSKegT0Xxp8rrxidQYrcwYEEFM4LEvYflVBn7ano9GebQdnEzmqI/oG842ex8+WlnAoNh65g6OplBvICnU17lXuT1f8or0RlYcKCHcX9PuntC5FfXkVxmIDtAS28qscWN2CZ46qx9rDpcxLP749i8LrRMBoHDKUCnkLmVJupMLjxYnzi6v4+cdBfioFS0GgE0LwzbVFbNrf+0r5lBJLecOjT6uVmINkkJ9kSRIDvXhy+tGndRZAYVc5hLobc2uZGNWBecOjWkWABZXGxn3wt+oFDIOPTeTnU+0UkuunQr1Bt5YfgiVQsZZg47OnJXsg6JdIFdCv3Odx0boHMtw+hZmqX01SgbHBpDaeFZj4n2OAHDb5477K9juuG9LPWiD0F75C9qIARD/CXxwOlRmwXdXwOU/gbLlfVU5FXUs31fS4heNloxNCSHc34uogOa/Y6vNTmW9BZtdcj7Xxo57tthqZviR9wFQTrgbvJoHQDkV9aw8WNqeWtpuXTg81vn3ui2nku05VUzsFeKyJPrM2f3QKB1fIhhzG2x8D/I2w5E1bsuc2CU7j/2+jGr5LrKN68iqznReF6KJJFU7h4cmXManawpYsO4I8dX7Gbf3C+wyBQ+Yr2Vf8FmcJ29fwk/TfYUNSqqNvLzsANEBWq6bkMSfe4sJ8VWTNuVpomvNXGPNYkhcAMv3FfPQot1MTA3l82sciUuROi3PnzOABxftBtwX2z9QXMNDi3aTFunf7gDw3X8Os3BTLveekdruLyEKuYyZAyKZeZyZ+0LbRAAodHu78/QYLDZSw33b7J/qaUE+ah6d1bfN7M1JvcP4697TKNQb2ZVfxfzfj+0B7IrZtdtOT6GgythlWXQxgd6c3ieMXuG+Hk/8uG5CEucPi2HI0c3rjRksNtRKOd7HkT3blEwm4+IRsZitdmcXDXZ96/hvr2ngcyxwuHhEHPNGxrVYbmdsSgg/pTSZuUuY4Cj1kbcJNv7v2OW6WJj3zbHlXu8gx88fToXstfD5XDjnf67FpO02R5BiszDGP4iXz0omJMi1XuLCTTk8/etepqaF81bjkjZHtTartq+whjlvryFK58W6h6Y0uz5Sp2V4QhCbsiqA9r2f31lxGIVcxvR+ESRkfw9V2Y4M2JE3uD1+ZEIQL58/kJAuKIz9y44CPl13hMtHx/PM2ceW1V32LGrCYejlsPlDxyzg0QCw1lzL+sL1rMpbxaq81VQYy4/dRKFhYvRkJkbOYE7qaSiOBnejEo3YbFZm5swHQBp6JQ9MfharzRExf7H+CEv3FDF3cDTjU0JYfaiUUL/mM252u4TFbkejPPY+iw50tIOLDvDCbpe49ettmK12Vt0/mbhgbx6f45iR/nz9EUJ8NSQ1md29eGQcmaW11BitzBsZx8Amf186rYqpfcOJCWz/33+Ev5akUB9nTb/2OJHVEQRXIgv4OIgsopPj5i+3siS9iCfmpKGUy8ipqOeKMQntXlI40Rx71GrRqhTtXjIb8dxySmtM/Hb7ePpH67j4/fVsz6ni4Vl9uXJMwokdcBvWHi7j6405DIkLcLtf6GQrqTayMauCcH8vRia2Xvy5gdVmR9mB/YIdYrfDGwMcHT4u+Az6nX3891m0G/5+1rEHMHqYo9RHcAp2ZFjsdhQy2bHnc2g5fH+lox6c2hdmvOiYhdz5Nax/FyoyXO/bJwzO+9BRSw/4ZlMODy7azdS+YXx45YgODfNAUQ1nvrGKSJ0X690EgHqDhcFP/4EkwZsXD2ZEYlCrJ/Ev1mfz2M+OBBe5DDaHPU+wPp36SU9RO+ymdneu6awftubx264CLhkVzxlprcxqVWZjeXMIB1QKtk66i9W1WWwt3orVbnUeosCLQFk/7hgzl7rKNJ78KYPT+4Tx/hXDXe8r/Qf4v2scv7s7toNvmPOqp3/dy8drs7h5UjLD4wO59rMtDIrR8fNtx+pL1hgt7MzVc9lHG51t4JrS11u48cst5FUa+Oe+SW7/Fmx26dgXmm7iyw3ZPPZTOhJdnxDXlDh/ixlA4RQQ5KMmNkhLYogPLyzZz/6iGib0Cu02AWBBlYEZ/12Nr0ZJ+lNntnm83S5RZ3KcOBoyWhdeP/qEddj4cXseb/11mImpoTx5Vtt9fTNLa1m8uxC7JHFd1xT1Py678/XcvnB7sxNhaxpOeO+tzGB3vp4rxyYwIqF9wWObstc4gj+NzrEnrCtEDIBLvm128byjLQbfvmQIswcebTHYayrctAZ+vMlRA+7nW2HxfXC0dRheOsfsoT4XjHpHX9zNxwLAmQMjGZsc0qFZmQap4b5kzZ/Z4ntVJoPHZqVxpLyOs1pJNAHHTM8Tv6Q7f06ggGB9OnaZgglLw0jL2MkX147q8Bjbsj2nkod/TCc6wIsPrxzBecNimh2TX1XLrqJD6G05FBmzSC9LZ1dCLAbscOibY2P2T2BCzAQmxkxkaNhQ1ArHCkV6vh6r/TB1+5ezf5edpLThjr2jVhMsf8px43F3ugR/AHMHRzEwRkfvCD/qzTam9GmeiPPwj+n8utOR2dtSKz+dt4pvbnAtRC9JEjkV9dQYrfSP1nW74K9Qb+Cxn9OdvYtPREKc4EoEgEK399w5x5qJ7y+qobzWRKSb/UeeYpMkQnw1+GocyzF5lfWYrHbig7zdfvOWy2XseepMqo1W/I5uwu7K4M9osZFbUU+gj5oQXw0Gs53Msrp2ZQADjEgM4sk5ad0mwPbRKBmVGOTsJKCvt5BfZUCrVrTZbm9DZjkrDpQysVdopwNAo8XmuqS782ig1u9sUDV/H763MoN9R5NUmr7mn68/wqJt+cwdHNWuItUNJ/hmreCCEuHq3x3JCX8/5wj+AuIdWbODLwWNL/lVBuxZa4j9+XzHHkO7DeQK/L1UrdbRPOO1lVQZLHx93ahmGb9tvU/9vVRcM759xbebJoyco1gDQE7gGMoNOkwW9+3vMktrMVrsRAdqHXv0Oshml9hXWE2d2URRXRGFdYUU1hZypPoImfpMMqoyyKg6goS12W39bTaGmMyMHHYTE3ufT4Iuwe1j9IvyZ9P5ZsJ+m4/9hxfI3HoxKRe/4GhJV5WN3Tcc+ZhbWXOojJ15VQyLD2R0UjCDYgMY1Gjp9aOrms/QeinlqBQybjot2e1+QLPV8bo1DQ5/2VnAnd/sYGhcAItuGdfi66M3WCjUG9wmoJxI3aHcVE8jAkDhlHLTSW5N1R7Job5sefRY1uzkV/7BYpNY9+DpbjfSg+NE2pmTV3vsK6zmnHfXOZeHpvQN49vQ0W3Wz2vQJ8Lf7Yf/zP+upkBv4OdbxxEffPL6HI9OCubbRm31/m9bHs/8tpc5g6Ka7WHblFXBTzvyGRit4+KRcc4Mz8FxAS7HdWSf0aw3V1NcbeS1CwcxrZcO9v7suGLQxW6P/z29iJ25VUzvH9ksAMwur2dHbhWjktoXjL5z6VAAtO72FMoVMP5u6DMbKo9A0mSX+nhv/32I7zYZ2Ovji8aodySXxAxvfj9NlNaaqKq3dDrJAmD1oVI2ZlYwPCGQSck6yN/qKJejOPaeb5wwIsPO2fK1APiOvIRDI2agamEJ/8Wl+1m2p5hnz+7PZaPjWx1HpbGSw1WHyazK5Ej1EYrqiiioLSJ2UDF6czln/F8rPZbtGqK9kxgXN4DeQb0ZGjaUpKWPI89ZDAfXw4DrnIfqDRb8vZTOAFkGKFc5ehTLZRIp2Qsxvr4MtcyGHHhMP5dnVd78vT+bj9dmcdNpyW67srjz0vkDebmFBLOrPtnEPwdKeffSoc2SKPpFOcrLbMup4v7vd7q9j4zSWqa8uhIftYL0p850Cfj/908GX2/K5uIRcdw6uYWi5U1syqrg7RWHSQn1de5BbImny031RCIAFIQuptOqMFvtzo3d7fHn3mKW7y1mTHIwZw9pfemsLUaLnQBvFcG+juWocH+vLumIUVVvpqreQlW9hfj2natOiCAfRzs4bzdB0b7Car7emENl/wguHhnH9P4RzY7pSKHibzblOGsQ3vblJhb1X0d/cw3o4iDWfSeMeSNimdE/gl7hzWdc542MZXRScKuFlBtrV8ebkF6Of01olAr8vb0oDB5FQslfkLECYoZTqDewZHcRvl5KZzZsYz/cPBajxeZSYqSByWpj/u/7MVntPHlWmksSgsVmZ31GOUPiAlhzqIz3VmVy+ygdk1Y9AflbIGUqXPSVc9a0cTb8UA4SKy/FovQhZNi50Mr+TR+NkhBfDYFNEsKqjFXsr9zP7tLd7CrbRXpZOmWGslZfOklSEOIVRkJAFPH+8STpkkjUJZKkSyLKNwq5rMk4TvuPoyXd4eXwzkjH/su0s5nxxipqTVa+uWEMaVH+VGz/haDqfdRJGu613Mx9yu9IMTuWbQ/YY/jGMoEHTVYGxwVwoSmGwbGO4ExfbyGrvA4vlbzFGbjWZmG9jv4+bvlqG4NjA/jPmb0ZezTpaPORCmSABHy/NY/hCYHN3vexgd4o5TJ8vZRU1VsIbNS9o7TGRG6FgVpT85nRllTVm1l1sJTqdtRubVod4WSXm+qJRBLIcRCbSE+833YVsGBlBmemRTjLCFhtdiw26bj6pHrSpqwKfttVwJC4AM4Z4th/9PqfB/nvX4e4dFScy5L38ehMGzhwlFIxWmwE+ajxaxSApOfr0SjlxAZ5t5jl6mk7cqv450AJyaG+zBkU1ez6Qr2BuS/8yCvKdylFx+vW8ykk3G1bu0K9gXEv/I0k2Zkp38S9yu9Ikhc5rjz9MUf5llPB5o9g8T0QNxauWcLmIxVcsGA9SSE+/H3fpGPH2W2O8jahvV1m6rDbYfd38M8L2AMSOGv/FNKlJHY+Mc1lFntXXhVnvb2WQG8VL58/iD27t3B9zgOo63IxymTIAVXyVBQXfQFKDRa7hSd/3cnf+wt41v8bUir/xNRnNqaJ92C2mZ3/rJIVm2RDkiRsko16Sz3V5mqqTdVUGCvIrs7mSPURqkxVbp9+tG80KQEpJOmSiPCJINw7nAB1MDd/lklJlYpND59BWEe+IB1ZC7/eCeWHALClTGPs3nMotuvY/tgZBHqrqH1rPL4V6SywzuEF6zxUWLlW8Tu3Rh6gfvIz+PUag7e6+fxLQ6u9MUnBnDMkmrdXHObMfuHNakr+vCOfnPJ6JvcJc+k4UlJjRCWXc867azlSXs/X141ibEqI873cdHbN3fu+3mx1O7ZCvYGCKiNhfpp2bw8pqDKwLqOccH8NE3qFOu/H3ey7yWpDJZdTXGNsfzed4yDO32IGUOjmDhbVkJ5f7SwS++naLJ78dS9zB0fx34ubl7DwhK3ZlXy8Nou0SP92LY3szK3i8/XZVNVbnAHguJQQ1Eo5AzrRnqslDcFfjdHC2sPl2CWpXbW1Xlp6gB+25fHA9D7cPOnYknv/LhxbR/x3+SGW7iniyjHxLdZAazA4NsDZ2xQcJ7PyWjMqhZwInRdHiitYoHqVofLDAMyWb+AT2wxyC/oSqQ2D4j1QuBMqslAW5/GZMoM4WQnx8hIAyiR/akbcReL4u07U03Xx595idufrGZ8S0u4M6GaSj2aJ5m0CUw2hvhrmDIoi1FdBYW0hVaYqaiuzqF71ErUVBzFp/DFGD8EcOQizpQ774T+x1xRgB5SVFcwN28ppPr35KT0TpW8QVrsjQNtTVEJQwkG8vKp5Pb2S6voiPg+RYQ5r9DuzHYCvR7qOLxLuAfCJgtpt8PtlnXueOIK9ASEDGBAygIGhA0kNTMVb5RqsSJLEou35XDxMy5ik4I4FfwAJ4+DmtbD6NVj9KorDf7A+/DBZM792zJgdXIZvRTr1kob3rbMAsKDkA/tcrry89f7ZAd5qogO0BPuqqag3k1NRT0Wd6+zZusNl3PnNDgBC/DQuf5cNWdMLLh9GZmmdc9m3IwW63QV/4Jih62hAFhWg5fxGSTatzb5/vi6bd/45zPUTktq9xCwcHxEACt3aRSPjGBATQLi/Y/+az9Gkicr67tMOLreinsW7CqmqN7frg2tIXAC3TU5xaeE0MjGo8yf4NpTUmLjpy634eSnbFQAq5TJ81ApnUounZVfUsa+wusXiyq35emMOzy7e5/jCcNFgBm97DK38MFWSD3vt8YxV7OUm5a/Yf1gOViNw7CwZCoQefQlqJS/et87mU/tMlk2Y6dKxoSlJkqiqt1BSY2rWpmt7TiUGs43eEX4Et6Oo+Z97i/huSx4apbxD7w9Jkig3lpOlzyK7OpvSiHhKLdWULbueUrmMYkUxZRVlfP9D4ykhIPTo2n5NuuNfw+UBTYP/Ytj7fvMH1oIFqDEA8vaX4VHbJTSAxicUjUJDfoUFm11B3/AgfDUa5DI5cpkcmUyGt9Ibf7U//hp/AjQBxPnFkaBLIM4vrlmw5863m3OdBY/f/vuw2y0Au/KqWLAyg0idlsdmu9m7ptTA5Ieg3znw9QXIKzNJ/vV8uPIX+OcFALKTL0G/TwetLGc2naU/LTXUWdalpNrIiIQgApu0MDxQXOP8/z4ttIFruo+3O+yva6tN4PbcSqrqLSi7WXbyv5kIAIVuLTpAS3SjRIqZAyI5vU/YCUug6Iz+0TqemJPm3Gf39t+HyCyr49rxic5v4I0NTwhieFeVJHHj8/VH2JFbxdmDo5mYGopOq2JYfCD+7Sz78eL5A3nx/IHNLk/P15OeryclzPeEjr+pWyalMHdwNAnBjpNVVb2Zx37eg8Fs48MrXZMa9PUWkDk6bijkMnw1SrxUcuQyGax+Fe3+H7DLlNxmvos19jSm2nfwWsD/4V+X5bgD33CIGAhhfahWBvH6ukoy6r3ZaU+iVubXrj1J2eX1THrlH7QqBXufdt1IP3/JfjZlVbjdpO/O2OQQvFSKVmdfq4xVHKg8wOGqwxyqPORIetBnUmM+FiigBbR+ULnH5bZKZARaLfjZJXyVXniF9ONwdhkJlBFPJSrJjjw4BUXcGGRqX6x2K+aaQswFWzDXlqAA5IEJKGJGolX7ElF8kIiDfxJhsxEQNwH7lOcJD4hAo9Bgl+xYM/7C+sN1SDYzGpkS9cCLUFVmIcteA+PugjMcJVLe/tuxvHrhiFiXWoCSJHHNp5uRvFT855z+7dsj2Uih3sDDP+52/txSqZGqegu/7y5qMcByCusDVy91FOUuPwTvnQbmGlB50/fcR1hj8222nLlifwnbcyoZmxLCk7/sIb/SwEdXjWgW4If5e7mdnRwSF8hdU3vRJ8KPIU064TRrB3dUR/bX7S2o5sM1mei0Kp6Yc6xs1Ir9JdSZrYxMCGr3rKnVZudAcQ31ZhsWm73VWcj/XjyE6yfo3XaYEU4MEQAKpxQfjdI5C9hdpIT5OkuUAPy1v4TtOVVM7xfhNgB0x2qzozc4Wmx1eEmqifUZ5SxJL2JwbAATCSXEV8MPN489rvsE+H13Ie/+k8FVYxNOagDY9PWVyWTOOmhNS7Q88MMulu4p4pm5/bh8TAIXjYh1LBvv+Qm+fwYA+ayXebnXPNLz9IT7j8c/6gEoTge/KPA7Vgz4ixWH+aT2AINjA1gwvU+79yRFBnghl4Gvl5JqgxVdoxmcmEAtlXW+BHi3L3A5e0i0S1JQjbmG3WW7SS9LZ2/5XvaW76WwrtD9jSUZdksggyN60UthI/TgX4RogwmZ8QoRPhFE7P6JwH9eQg6OdmdTnqDaKuO+73Zittl56vx4ZHYL6Fzr5BnMNkwWK347P0Tx52NQuhWpVkIWnAK7HRnSxhG3Mmj9OEy7DnPw2V7HSpL0mQNX/OqohZe9xtkLF3DpqXzb6e7bhtWbbaw4UArAi+d1fK9se5dCU8P9eHpuv3YlT72/04gt8S2u4R405XsdFw6/BnxDiYRm75k/9hazcFMOcrmMaoOFGpMVTQv1/Nxpus2hsSK9ox0cwNS+4S41BN31PHanzmxl0bZ8ogO0LgHgi0sdNVhfvWCQ29qJbu/LZGPWm47yPqvun9RsFlIuwzkLqVLImwW0wonVvc6kgtBIncnK0vQiEkK8GRZ/8gKO43XZqHim94toVkOtQXG1EZ1W5RK4rDlcxlWfbKZflD+L7zi+6ssXDI9hYExAlzdS7xPpz5Sj7eA8yU+j5NFZfdFpVc1KlRitNuDYVgGZTAabPoAlDzgOGHUTX1in8MF7G8ipqOfcIdG8dtFgiGq+n/SyUfH4a1VEB3i59Ilti0apYO/T090myrx24eB2349dspNZlcmO0h3sLN3JrtJdZOmzkGietxfrF0uvgF6kBKaQEpBCckAyOzKVVNfDWYOjCFMaYXMiVOnRq5O47d1lfGx71RH8zX4Dhl8NgL+S5p0rmpj62krHTNOtlzL48n7w/VXICrZBwTbsKJDPfgX10KuxrV0CSFTUmV1ndWJHwtWLqT+8hoolzxNTvhbix0N462VCwNEn9uXzB1JttLovjdOG9i6FRui8uKKdHXm+3ZxLRmkdgy/7gjFb7nKU5Bl3Z4vHj0kORimXMTBGx2Wj46kxWp11TctqTTx8dJn0ttNTyK2op2+kHymNekfb7BK5FfUU6A3NEiliG7Vp+2hNlkt7O2jfPr7UMD/um5bq8qXr28057C9yzCjf9387sdrt7erQ4aNREOanwVejJMBHzdNz+zuKPR99/XuFeb61ZE8mAkCh28ooreXe73ei06pYetcEInVaTFYbH67OoqrezAPT+5y4dl8dUF5ros5kI8DHUWC3rW/Hs99aQ2mNicV3jHfOEDZsvLY1nZ7ohNP7hLe7Wbs7zy3ei95g4eZJKS6Fls8aFMVZbjJru5K7DMEV+0uQyWBYfCB+XirkclmLLeo+vXokZqvdERjaLI7Ab8tHjisHXQLTnmPBy6vIr3J0zWhtX6HOW8XlbdSZa0lnsqTrLHXsLtvN9pLt7CxxBHw1lppmx0X7RjMwZCD9QvqRFpxGn6A++Kmbf9lIHeYyIkeLubzNeGUs4UnLm6jkNmx9zkIx7KoOjbNhtspstUPSJH4b/TXxf91MjKyMuyy3MlOaykVyGav+M5kgH3WLr0Wu7yDOzL+V3trLWXbJHJfrbHYJvcGCQu5aL9NLpeACN6Vr2utElBq5bHQ8B4pqSI6PgX6/Oi5sJfu+6d9RSKO9oHZJ4o+9xchkEOqnZuGmXO45I5U7phz7/b694hCv/+lYIm+aSLHiQImz1MuXG7LpH+3f4VZqOm+Vywxsw969BlIHOnQoFXI2PXKsRuplo+OZ0jeMDRnl3P3dTmySYxb/03VHMFnsnD0k6qTWGO3pRAAodFt/7CkGHCfpcS/8zfxzB3De0BjnEsdNpyW3ayP9ifbB6iwWrMzgmnGJbRY7bdwGrvEH//D4QDKfn4n8BG2AvvLjTeRV1rPgsmEtzkw2+H13EflVBi4Z1bngp7NayhC8//92UVZrYsmdE+gb2fbSqVopd7RA+/ZyyFqJHRnLIm9ixtnzQSZjev8IDpfU8szc/sQFe6bIrCRJFNcXs6N0B9uLt7O9ZDsHKg9gl1wLEytlGkx10fQJHMAd46YyIGQAwdpOFmFMmgx5m1H//QTJcjNW30jkc/7barDizu93TkApd/QmLtQbuGNpJXbpOZTYsKJkzdHgoKUi6M7nppAxc0AEGmU0aFxnlZ/5bS+frjvCLZOS+c/0Ph1+qq1p71Jodnkd1QYrvSP8Wmy5Vqg30DvCj+n9I7qkb7FOq+LZs/vjrVZQWmNidFKQS83IQr2BN5Yfcv7ceA8jwEOLdjvnhyW6ppVaRzKI2yNSp+WcoTGkRviRFumPTCbji/XZ5FcZGBYfKALAk0gEgEK3VKg38O4/h50/N/6gu3x0PFq14rh6WXakE0Rb5DJHpwbvo3UJa01Wao1WvDWKZpvUG9rA1Zis+DYqt9BVgZ8kSRwqqSXQW02Ir9qZgJBdXseR8nqq2pFJe+vkFCrrzS7JNydaaxmCfSP9KK/VuMwElVQbKa8zE6XTuuyxc/rnRUfwp/LmhrqbWZ07ghlHXwu3WZ2NHC6p5bGf0zlvaDTnDonp1O9m3eEyvtuSS99If248LRm9SU96WTqPLf0dozwblXceFcbyZreL9o1mUOggBocNZlDoIJbvkPPanxmkhsUyKbZ5Yk5LbHaJrLJatGolUTovx/sg+XRY9RIymxmQoTzvffBx3Vqxr7Caaz/dTHSglu9vcr9vtPGM3rHgQIb16OmkvcFBcqgv7146zO11DXsk6802l8ur6s0U6o0E+6iPa69se5ZCp7+xGoPFxqr7J7v9otCRguJNSZJEaY2J/9uWh7+XytnRRKNUuHQ3ubFJ56PW2qVJSF0WqNWbrWSU1KFWykkM8UEmw+VxO5tBvPJgKbGBWhKCfZyrHza7xE2nJbHpSCVDmnTsEU4sEQAK3VJr3zqb7mvpqI5+cLcVLP5neh+XWYqnftnD91vzuP/M3m7Lwshksg5nL7ZXrcnKtNdXAbDv6enOYtkvnjcQCZqVJXHnklHuX4vcinou/2gjErDy/sldNWSg9d/3F9eOanb87Qu3szGrgrcvGcLsgceW055bvBelZOP+vd8iB8xnvcfAkr6M0SjbVRj72805PPiDYxZlfUY5VpvUZu3Bpqx2K1sK01mc/SdbDUX8XF5Ibk2u48qGT1wjKGQKegX2YmjYUIaGD2VI2BDCvMNc7itmnIWLRiQ4v1y0l95gYeprjvdBxvMzUchwtIFT+zmyVMfdCYkTm92u3myjQG9s99aK1vbUrT1cxrqMMobFB3Z4S8JNpyVz6+SUZu3gVh4s5c5vdjA2OZivr3ffiaWrROq8MFhsmKy2Zte1VdKkNdnldUx7fRWmoz17/byUbba0a9DWHsauKvXy+fpsXliyn7MGRXH3GanNgr+OLJvP/30fB4pruP30Xlz/+RbMVjsr7pvk3F5SXG0gKkDLwzPDu12C37+deLWFbulE1a3q6Ad3Z77le6kUKOUy7B3Yz2e02Hh52QHqzVaentu/xT6obakxWgnwVmGx2l06pYxqZ5/R1mhUco6U1yOTOZayu3K5uqO/7xA/DSG+mmZB46frjjBO2o5cXQbeIXilzeSOAcc+5sxWOyqFDJlMxu+7C1m2p4gz0sKZPTDK+d5ofJeP/JjOab1bP6nrTXp2l+1mR8mxZI16az1eEVAFVB3dxhfnF0+wKpkITS/O7z+GAWFpaJWtn0T9vVSd+rJgstrQaVXYJenYTLlCBXPfhqJd/BxwOfr1R5gzMMql3VefCD9+uW2co2xOC77bksvBohrmDIpiUGwAj81O4+nf9iJJrsHBlxuyeWdFBleOie9wANjaHsoQX81J2frh0iWlieNZFg3Qqp3B39zBUc2C+6yyOmqNVpLDfJoVZW5rD2NX7W9MCvEh2EeNt1pBTkU9oX4aUkJ9uGNKaoc7dGzJrmRrdiVT+oSRFulPXqWB+KPL2s/8tpeP1jhKMHV0FlU4fiIAFLqlSJ2WMcnBrD3sWCZr+mFmtdmxSZJLL9L26MgHd2e/5T89t1+Ls5QbM8v5bVchQ+OPtYEDkMtkzg/CB6f3RefduQAwKkDLjsendSj4bMxmlyioMqBVKwj2UbvMmAV5q/n+pjEEnIAajA0ntobZN7mMVk9e71wytNlldrvEzZNSOGPfp1AB9D8PFK4fcR+tyeL15Qe5YnQ8aqWcn3cU4OelZPbAqHa9N6x2KwcqDrC7bLfzX5Y+q9lYfFW+DAobxODQwQwMHUi/4H7oNCevk0qkTsvOJ6Y1v6Lf2dDvbOY//xdF1UaGxgW6BIA+GqWz605LlqUX8df+EnqF+zIo1pFtLkmOHs2L75jgfK2GJwRx5RhrixnU93+/k3UZ5dx3ZqrL30Jr5g6OZu7g4+uV3RWO5wuqv1bJ6v9MJsRX47ad5aUfbKBAb3TWIHxoZl9OO7rHD1rfw9je/Y1tOSMtnGn9jvXRXvPAZKrqLZ3qKX7jxCT0BgtjkoO5fEyC88tjod7Ax2uP/e10ZBZV6BoiABS6LfXRWbAbJyZx1bgE54fCgz/s4pvNuTw8sw83TExu7S5cVBstSBLOLLkGLX1wtzdYfG9lBpmldVw8MpYhcYGtLjPuytPzxYZsqo0Wl5OeWinnlknJjtlDxfHPrDWdndtfVE12eT3Joa419ZqqqDMz4aUVAGQ+P9MlP0CpkDPiBNb/u3B4LA/84Mg2/PV2R4b04ZJa7vxmO7GB3iy43P1+sQZyuYx7JkbBptWOC47WldPXW6gxWQjx1VCoN2C22tGo5EzuHYafl4oRCY5yOe5P6qDRVvL9wb9ZX7CeDYUbXAssHxXnF+fctzcodBApASkoWukW0l4HimpYcaCEmECty1L38ZrUOxS9wdKpJbcz+0eQEuZL6tFkIqVczoReIQR4q13+Lib3DmNy77CW7ob8KgP5VQZkNH+/l9QY+Wh1FnZJatYHtztoOhPX1heWxmQyWau9dMN1XkhAZlkdZqud+qNJY00fv6XH6kzLNndjbLr1Jdy/c+/nxoEkHPtsam0/owgATw4RAArd1oMz+nLVuMRmtaIaloeqOtAOrqCqnjsW7mB3fhXD4wPZnF0JtL6fpb3f8lccKGFDZgXje4W0Wch0SFwAt5+e4tKmqUFXZTu627P4yZojfLsll/vP7E1KWMvt6kxWm7NzxonKSG6JxSYxJikYo9VGwtFMwIo6M3sKqjGYm+/Dcmv/YrDUQ1AyRDtmCee8vYacinp+uHkMj85K4/oJSWiUcsL8vVwKWkfqtFw5JoHPN+9A7nMQpXcWgcG5XPlnmctD+Kn8GBg20Nlztn9If4K8mgfGB4qq2XykgqFxgaRF6agzWdmdr8dXo2x3X+X0fD0vLNnPaamhLQaAnUloeuE89wkluRX1bMmuINzfi7HJIW6PubBJGZa0KH+3+zTb8tqFgynUG1yyXBsYzXbeW5WJVqXwWAD47eYcVh4sZfbAKLddW7pqtq2pH28ZBzh+95X1ZrefFSfa8SS4tFd3aE/X04kAUOi2ekf4uU1auHNKL24/PaXd7eAaf5iBYz/cm5cMafODu+FbfsNtWwoW542MY3xKCH0jHWPdkFnO4l2F9Ivyb5ZAcKLbwD3+Uzqfb8gGXD+4E0N9GBIXQIivutXbxwR6s/+ZGS0uIa87XEZORT1jk0O6vISKWiln4Q2jKas1sStP7/j9h/vx6dUjmu1JW3e4jIWbc+kX5c9NRzMlLTY7sh3fOD7UBl7kLG/io1GiVsoxWeyolXK3sy+l9aUszVrGD0Xf4p1yxHl5jRWUMiUDQgcwNmosY6PG0i+4X5uze99uznHOZsqAF84bQN9Ify5+fwNROi/WPTSlXa9JQog35w2Ncb633D2OuxP17jw9n6zNole4HzdPav8s+ZbsCu7+difjU0JaDAA7QpKkZt1QGkTovFps+xXsq+a68YkE+qhd9pv+758M9hVWc/GIWMamHP/4WrO3oJrfdxeRFOLbYtu+zs62Ld9bzH9+2EVFnZl5I+OYf27zribt/ZLQ1Y4nwcWd8loTBVVG5ry9hompobx18RB03qoTUpNR6BgRAAqnnMZ7ltrS9MMMHCeRS0fHtau7w4XDY12+5QOsyyhzmW1puifpYHENX2zIZuaAiA5lkJqsNupNNrw1ig7vbQTHc/3iaPAHrh/cN52W7AyU2qOl2b+3VxxmXUY5/7148AmroXfdZ1vYkVvFO5cMZdbASCa5WUbMrzLw684CaowW5/NKP3CIgZkrHBHXwAucx/562zi3Wa1lhjJ+O7yUxZnLOFC109FhQwNIMgaFDmJU1EiGhw9nUOggvFXtf67NCufi+D18dNVwkkN9OlQvblh8UItdcFo7UR8pr2PR9nxGJQZ1KAAM8dUwoVdIqy0MJUnCbHMkMbT2Pq01WRn69J+YbXaXjPT28NEoedRNuZ71meWsOljqrHt3Is0YEElymC+DWtgTebikhndXZNA30p/rJ7ovTN6SJelFVNSZAbDZ7W0cfXJ1dd2/D9dk8b9/MgDYll2JX6Oe5CdqFlVoHxEACi3qylp5nfHHniJUSjmjEoOaZcO11/F+mE165R/qTDY+v2YkKw+UOrNEW1sWGRgTwB1TetHbTcHlIr2jDZy7k+G5765jT0E1n1w9otW9Uy3JKqtr1iSsq/fUDIsPRKtSEOxz4rIw+0T4UVFnxtrKiXFIXACPzupLUuixorF+h35CIZPYq+hDWtCxE3JD8FdvtjL/j/VUy7ejl21jW8k2l7Zqg0IHMT1hOqfHTiXKz3XfUke09J7TKBX8de+kTt9vex/nSJmjfdhDM/q0uGn/7m93sC6jjKfO6sf0/sdmtyb0CmVCr9aDq+cW7+PDNVnceFoSD83oyxM/p7M+s5zbT+/FnEYdLnzUCuce0rJak8vMa1W9mR+35xOp83J5/LZcNTae01JDW+yF25VGJwUzupXs+YPFtSzans/Q8roOB4DjewVjlyQGxwZwRpprhvRn646wIbOcUD8Np6WGMiIx6ISVjXKnq5dmg7zV6LQq+kX5c+XYhGZfLrtiz6LQOSIAFNw6GXtA2nL7wu2YrHZW/2cy3kHH3qqFegOLtuWjUsjaTAJp6cPs643Z/Pevg7x8/qBWN2QXVxsxWuzUm60uJUKaVuBXKeQEeqtRyGWtNmuf/dYaympN/H7HBNKiXPf2+BwNco3t3e/Wzufa2gd30yA/PV/PVxuzSQ71ddtu7d5pvTs1tvbILK3llq+2Eebvxar/OOoMZpTWklfp2CfWuC1dSphrf1SAlOIlACSefrXL5UV1Rfye9Tu/Hl7CYf1+l+sCFSnUlPfj+qFzuWXCiC55Hidrb1OIm1IoDY8TqdM2e30aq6o3U1xtotrYPMGgLRqVI6A2WRwBemZZHQeLax2t4RqRyWSsvH8yAd6qZmVdjpTX89Sve4lqJQBsaAfnrVY4b388LQ67Wmq4Hw9M70OQT8eDs3OGxLSY+bwzr4ol6UWAox5f45aRJ0NXL81ePzGpwwGycHKIAFBoplBvcJbjAM+k59vtEoNiAqg1WZt9+y2tMfHysgNE+Hu1GQBG6rSMTgxiXWYFcGwf34KVmWSV1VFQZWgxAJQkiZX3T6a81kx5nanF2bWbv9pKVb2FP++e2GqbNbtdwmBuaAPXfBn7s2tGolLIOt3fuLUP7jWHynj5jwOkRfox/1xHAoC7IN9brWThplxGJQa12G/3RKk2WtlfVENNo6Dkx235vL3iMFeOieepuS0UAC/cBategoLtIFeiHXw+VcYq/sz5k8WZi9lavLXRwTJClL25ZshZTImbQrh3JAq5DKPFhtFi61QP36a68gS6+UgF13y6mYRgH369fbzLdanhftx0WhILVmYCbZfOaezR2WncO81GTGDHx3Tr5BRuPC0Zr6PLv0/P7U9+pYFe4c2zy1va4+elkjNrQCT+rezjvfC99WzNrmTBZUM7NEvYVYwWG8XVRqx2ieTQ5s8tJaz1jPrOOmdINENiA3h7xWHC/b3w05y82b8GXb006+nVJME9EQAKzZyMpcS2yOUyvrtpjNvrInReXDg8pt17qfy1jmDr+gmJXDM+kUidFh+NEptdIsnNB3sDmUxGuL8X4f5eFOoNbc7qNAQPNrtEndmK3S4R4H0s0JPLZaQ/dSa1Jqtztq+xjuyRcmfFgRJSwnxZcf9p5FcaXT6468xWduZW0VBhpqX9Y59fO5J7z0ht8cR9IiWF+vDFtSNRNK496KMmLdKfmEDXIN1mlyjL2on36mfxO/InANVyOX8PPZel6x9lY8FGrNKxQNJal8iY8Cm8NPNSQrTNkweW7yvm3u92cuHw2OPuNAPHTqAfr8li5cFSDGYbf+wp4suNOYxNDm73fkwZjuLetY1KgTQ+mT44oy/FeiM/7ijgqrEJzln6yjozxqPFoN1tn3AX0IBj+fGLDdnMHRTF7VN6uT2m6f0lhvi4zM62R58If965tHktx8Ya6k02nqXcX1SNr0ZJpE57XK0g22NbdiWXfLiRXmG+/HnPaV1+/0vTC8mpqOeMtAiX169hGf7yMQld/pgd0VVLs19vzOaRH9Pb3DojnHwiABSa6crejydCmJ8XL50/qN3HL7h8GJV1ZpQKGX5HZxM7WlPN3azOhxPriPzxAnaMGYp9ylPO/U4bs8q55IONpIb78sfdricOmezYGLraM7/tJbO0zu2MyZC4AD68Yjghfo5lw6yyOoazj6fVnzLfegkr7YOO1jOTtXjiB0f24rOL99I/WsfbbooxHw9/L5Vz/9mDP+xiR24Vb18ylGvGJzY7tj57K9rPZ6OVGVip1fJzdCor7DVYyzc4j+kd2JuZSTMJZiRHijQMTwh0G/wBbM2uxGS146Xq3OyrO5E6LYE+ag4W17Ihs4Jh8YGsOlhKcAeSmPpH61hx3yTnuNzN2vaO9CeloJqoRr2b315xmI8a7dNrr5IaI4dLaik/mqBwvNZllLHmUBmDYwOa1YNry3/nDUGjlDu74pitdqa/4ajxuPPxae57QHchf63KZfm5qYzSWoK81QR4q9psMdjUweIabvpyGwAROm2HA+hTRaHewCM/pXt0NUlomQgAhWYidVpe+Jel53ckc7jBoeIa/jlQSkqYL5P7hDlndQqPHKTPrhfx3rjYceCR1cjjx0HqmcCxzEiTtWPZfX/vL2Z9RjmjEoOZmtaxvU4mq42+Ef5UGyyMcVO+I8zPi6lpx2b1EkN8uF/1LX3kubyq+h9nmF6iWqZrM8i3SxJHyutdZjZPhH1FNewvquFgcU3zZbbSA5QuuogfgzT86BuKXgnYHHUdbcZwBgWexvNnXkairlHg2B/qTFa3/YCf/GUPm7IquHNKLyamdm1pkRn9I4kN9GZkYhA1RgvBvmqiA9r/d+SlUjiDg5Zmbdc8OLnZjKJdklDKZXir3H/Ep+frOVBUQ69wX5fOHxePiGN8Sijh/i0n+aTn6/ljbzEJwd5M7x/B4l2FhPhp3CYubcys4N1/MrhkVFyHA0DfJkWq681WAr3V1Bodhb1PdADYP1rH3qent3j9hQvWU15ndrufty2Nu+l4KV2/dNSarJRUG9GoFB16r3RHothz9yYCQMGtmQMi8VErKdIbmTUo8qT/sabn63ngh10kh/ry5rwhbo+xHi1F0a49czarS1swvcFCdnkdaqW8xUKr23Iqee73fUzuHcrkPo6TW8nyt0nb9SJeMgvI5BDeH4p2we/3QcIEUHszODaAA89Od3YyabAhs5zfdhUwLD7Q7QbwDZkVfLDa0RqpowGgRqngnUuHug1w3Ik0HCZSfhCAEFk1j6u+xHzW//DRKKmoM+N7tHZeUyMSgvj+pjGEnoBerAVVBvYXVRPm58VdU3ohITE49lhhbYPVwLI9X7Fo8+tsbxSoSlYfRoVNZWLkDLILAxmTHEyirvnrd+1nm9mWU8Vb84ZwZqNg5O/9xeRUGNhbWM1bfx/q0iWqxsuj4f5erSZmtKUjGe1PzOnHE3P6tVjP8aft+c5M3sYBYGyQd6tJUQD7Cqt5869DTOodysAYHff/3y78vZTsevLMZscOTwjkqrEJjEx0LWVz69fb2J5dyaOz01qssdfUsj1F6A1m7BJMfGmFR5cSzVa78++sM0HaX/tLnFtKbvpyq8tzWbQtj8d/3gPA0LgAvrpu9HFvD/EUUey5exMBoODWluxKblu4nRBfNdd5IIOroQNESy1tz35nLTtyq/j6ulGtFoTdmVvFsjUbuDXnLnzCU2DeQtD48evOAh79KZ2pfcP58Mrhbm8bE+jN2YOjjn273/cbg3Y/CzLYrRrIgOsWoNdEIb0zkoCqHFj1Mkx9AoVc5rZQ8K68Kr7ckEOt0eo2AByTFIwMGJXU+ULRLQV/ZqudLUcqqDPbHGUnNn8EgCVsIMrSdM5RrAHdfp5dXusIDCYm8dDM5kuHgT5qRvicmELWaw6V8Z8fdnF6nzA+vsqRkXv3tzs4Up1JclI664qXUGOpBZUcuSRhr03FUDUaa20f/jms5NkHhxI5vPnJ2GaXqDVa2ZNfjdlqJ7DR7GWh3kBupcH5c3dboqoxWvhpez7g+FLQ0ZNpS/Uce4X7clpqKInBHV96TAnz5fLR8aRG+AEyJqaGNpvFatBSWZmCKgMFemOr+/jS8/X8srOA6AAt0/qFd2lx4uOlVsrZ8uhUjBYbmhaee0sK9QYe+bHl59J45nNbTtUJ3+t4Ioliz92bCAAFt15ZdgCAstrj3wvUmQyw/tE6Prl6BJoWZvcaZtcq22gHtyOnkvF7n8JHUQhHCuG7K+CS74jw9yLC34sgL2D5U1CcDmfOh5BjbdLGpYQwriG4LD0AP94IgH7ANSTOegm8VFSV1/Fc3aW8r34d1r3l6EAR5r6l27D4QO44PYU+ke5nHCf3CXPONHaE3S5RY7K22hml3mzlkg83AnDw0bGod30HwJ2VFzDcFss18sXw213IEj4Bjj8hpTP8tUoGxuhICvHBZrexMm8lK6vfwaI+yOE8xzHRFitzzUo+KriVMuux2Z/WlpVWHSrl6k820yfCjw+uGE6o37HZy5OxRFVea+KfA6UcLq1l1oBIogO07d6SUG208tjPe9Ao5Vw+JsHtyVQuk3Hlx5swWmx8e6P7xKmmLhoR53b2bEduFcXVRvpG+LdY6HtIXKBLy8PPrxnZrsds7H+XDqOo2khCK8XEj5TX8f6qTEYmBNEr3LdLixO311O/7qG42sijs9Jc9lg26EzWeFszuecOjWH2wCjWHi7DbLOj6oLe4J4kij13XyIAFNyKDtCyp6CaF89r3qKoIzpbTzDIR91qMeS3LhmCSiFvsx3c6fVLiFXsxarwQimXQ8bf8MvtTD37f0yNSYPvr4R9jsCI7PVw9juQNtf1Tox6+OYSMNdC/Hh0Z78ECsfj+nmp6Df5EjL3bSGpYjUsvpf6S37izb8zMFltPD47zTkr11pXh+NxoLiGWW+uZnRSMF9dN8rtLKCPRkmvMF98NEqknQvBUofeN5nfy5JYQTRXhKej1GfziPpbHnjulWZZ4A0kSWJpehFVBgtnD47u0kBxev9IxqX68uOhH5n14z3k1+aDGmTIGRs5nsv2r2BsRQFVcz/n5e9cP7oUMojUebm0DWvgd3RGxWaXmi1vnowlqr2F1dz7/U7A0YXm8dlpbhNb3PFRK5g5IMK5r9TdybSizszKg6WAox2eSiHn7b8PUVJj4rLR8aS2UpqoqQ9XZ/LbrsIOjbEtkuSo56fTHkuWaK0NXIPe4X5cPyGRpFBfKt0kpZyMpcQ/9hSTX2XghonJbgPAzmjPe06tlHfqy2B3JYo9d08iADwFeKKG0vtXDEeSpGazIx3R1T0lG2upw4ELfR6xm58HQDn1cQjuBQsvhp0LHSnOGX9DXQlodI6Zv/ytjhnCMbfB5IeRLEZkljr4/X4oPwz+MXDBp87gDxyB6p1npMKId+GdUZC9Btnu71iwMgCAh2b0Ra1s/zd4s9WOxWbHR9P+P81VB0qxS46N/y0tAasUckcpC0mCd+4C4JXKCYxNDuG1CwcjLwuGL+bClo9QhvWFkde7vR+ZTMa93++k3mxjbHIw8Z1YQnQnryaPr/Z9xaJDi6i31gMg2bSYK0fy+QV3MVpRDeu+BJUPQf3PZL61xOW9dcPEJO74Zju78vR8ctUIl5PnkLhADj47w+2expOxRDU0LpBh8YFsza4kxFfd7h7WAAHeat69dJjzZ0mSWLK7iCAfNUPjAxzHaFW8dP5Al32Zi3cXsa+wmql9wzsUACaF+DA0LoDIdpQBchdsN2W02Bj45B+YbXZ2PzmtQxnwvcL9eGSWox3ca384ViRkOFrrnaylxNtOT8FisxPV5PX4fksu6zPKmd4/osPJLWJZVOguRADYzXmyI4dMJqOD1Q1cHE8btsMlteRXGYgP8iahMyUSJAl+uxvMNRAzAkbdBHIFzPkv/HIb7PrGcVx4f7jwcwiIg7+ecizjrn8b1r+Ny1NXesHFX4JvKD/vyCerrI7zh8Ucq08XEAcT74O/nsZrzYvcMPZLVBq1S6uxQr2hxbpsAEt2F3LzV9sYkRDI9zeNbdfT/HZzDi8uc3S32JRVwbebc1p/fxxZDWUHsSi05ITNYd7IOMdMjG4SjL3d8fx/vw/qK+C0/+DuDTChVwg2u6NkzPHaWbqTz/Z8xl85f2GXHEk9ybpkLk27lMXrIrEFqAhQh8GehY4bpEwBlZdzJuyrDdkMjAlgat9wlr2+Emi+fK2Qy9iVV8WyPcUMjg1gen/XE/aJXqLy0Sj54eb2/T7bUm208vRvewGY3t+RoSqXy7hweKzLcVeMiaewytBieZEluwt5edkBRiYG8cJ5A52X3zOtN/e00e1lW04lF723nqgALdP7RfD3/hJumJjEBU3GAI4lUrVSjtlmp6zWjJ+XitIaE7/uLCA6UOuSjONOw5ffeaMcvyOtWkG1wXrSlhLntdDLe2NWBYu255Mc5su0fh2/39bec/lVBp75dS97C6t5/aJBJ2TVQBBABIDd2omcQWuPe77dQWZZHS+dP7BDswgNjmd57futuby3MpNrxyfymJum8On5ev45UEJskDdzB0c3v4Nd38KhP7DL1VhmvYmmISlj6OVQVwp/P8sW/6n8V3Yz8+WRxChUMO1ZiBkJv9wOxioAjJIKuV8Y6pnzIcqRjfz+qkz2FFQzKCaAUD8N9SYbWrUCr1E3w4YFyKqyeTh6Owy70mVIc95a22IbOACvo4GL2lgGbw6ByMFwwSctvkaden9s/hAA1ZB5fDZ7qut1ZzzD1gIjw458AP88D4YKx75IuevM2XuXu0+aaa/8qjp+Pvgnq4r/jz0VO52Xx2kHY6ucyMV9p3FBajxnJdlYsruIjVkVJO/9DRVAn9nO4yN1Wu4789h+y9/vmECtyerSbL7B1uxKFqzMYM6gqGYBYMN9nei/qa6YybfZJeYMiqLWaGl1/1lLgUsDg8VGZlkd0Z3oBKJWyLHYJMxWO0fK6zhUUouxlZJHf917GgHeKucy9uGSWp7+bS/JoT6tBoDdoR1lS84dEk1yqC+jjyNhq6X3XL3JytI9jlZwt361nQ0PT+n0YwhCa0QA2I0dzwza8Xrzr0MsOpp9WFpj6lQAGKnTMrVvOH/sLQY61qoq1FdD30j/Fkss7M7X88ofBxkSG8DIxCDX+7RZYPmTALxiOoeP381m71N9jy1XTbgHRt/M3a+vJ7e4niK98dhMXtpZkDodrAZKTArK6+2OWZRGJ9tpaREMPBr8/XOglBu/2MrQuAAW3TIOxt8Fyx6GVa/AoHmgdGz2t9sl6kyOhBWb5P5kOTY5mJ2PT8N3zbOwLhMqMmHsbRA9zO3xHX1/fPD5Z1yT+SsKgOHXAo5AekNmOcmhjlqHT9TMZZjFzFOqz2DjAijZCyOug9QZzufSWQargSf++pTF2d8h15QBoJApmZM8myvSruCTf4x8nZVDcbJjv9fHa7J4cekB4mVFXKnZj12mQJ46rcX791K5L9prt0v8sNWRRdLbTbuyk6GzwYzdLjHmhb+w2iSW33MaQT5q3nJTFimnvJ68yvp2lXEBR3budzeO6VQf29RwPzY8NAWNUo7eYOGKMQmtztLbJYmt2ZXOwNfPS8msgZGtlhLy9JffBjVGCxV1ZrzVSpfkobEpIa1WHzgeYX5enD04ip92FLhtrycIXUUEgN2YJ2so/Xg0+Lt+QiJ9Ijpfu2xIXKAzAHz30vb39LxuQlKrvWhzKxz7xLbnVjHuhb+Zf+4AJqaGklVWR9+KvwisKcSiDeFraS4xOu/me5VUWu4/OnvUbJlMqQalmjAvCHPTg/3Oqcc6ZWSU1gKNsgGHXwNr/wv6HMxbPkcx8loUchnfb811Foae+/ZatwGARqlAY62FrR8fu3D9u3D+R25fgw51bNnxNVdn3o0CO8WRpxMW3g8ZsPpQGS8u3c85Q6Idxa6Hx5JXdTMl/iMI++suyFrl+KcNcmQ4n/Yf8O7YrEdpfSkL9y/km/3fUmOpRq4ByeaFuXI0tspx3DJ3LpE6LZePrmZir1CSQ30o1Bt4+Wgm+hlyRy/fDbY+JJq9iGxy/s+tqOfH7fn4aJRc6yZx4futuewrqgHgtT8PEuqnOakzSccTzMjlMkprTNglR4JHS17+44CjtNGsvlw7PpHSGhPeGiU+aoXbfaGhfhqXgKbBXd9sJ6usjsfnpLW49KhWyp0JHIE+6laDv5YC33fa6CLjyS+/jb3+5yE+XpvFTacl8+AM99n9XU3nreKNi4fwxsXu658KQlcRAWA31rBZ+IEfdgOODdAna7PwFWPiKas1ccmoeIKPo+jvzZOSiTs6IzEyMbhLxlaoN7BgZYbzZ7sED/6wG9nRYHmh+g3GyEE14mq2T55Jndnm9n7OGtSxdnDuzB0czawBkVgbzlYqLYy/B5Y+QOmS59FHn0Wgv1/7A4Atn4CpGnzDobYY9vwIZzwFuuZ1AyN1Ws4ZEs2ibY5g3e1mckmCf+bDyhdRAoWxs/gu+kE+fvpPLh4Zy/iUEGYPjGRYvKOsx7H+o32hz1jY9jns/AZqi2Dj/wCJd7yu57stuVw6Ko4bJjo6ULhb3iyqK+Lj9I/54eAPmO2OWT27OQhzxTgs+uFgd7yvGk7qfSP96Xu0RM66jDLn63WGwhEALrMNZ7qbAGBPQTWv/ekoam0wW7nptGRncfCG4KuBJ2aSjjeY+fX28agU8lZLxyQEe9MrzBdvtRKT1c7I5/8C6HDixf6jHVjqW/ib6Qh3ge9Di3a367XvLgWE/bVKvJvsKTVabBwuqe1QOR9B6I5EAHjUCy+8wEMPPcSdd97JG2+84enhOF00Io4vN+RQVW/mvcuHkRblZkrqBLh6XNeUgACYNbB9s37t5e6EKuGIdXrJ8hgj34tNklGWejHhMlmzllLtkVtRz++7C4kP9nG7Zwwc7dc0SgVKhRxl43PEsKsoXfYi0ZRj2/sNWSmXtCsAqKurhZVv4gMw9UnY8bUjaWPT+3DG08duvOcnyN8Co27mijEJ+GmUaFUKrhyXQGTxalj4gCOJw1zn2Muoz3XcbsK9RE5+lLJf9qI3OJajWyrUC0BwsiP4PP0xxxiWPQSH/qQu9Wqyy+spqDICzWd57p8dQql8GT8e/hGr3QrAoNBBzE28hAc+t2GXju0pbOmk3hAABEp6hsscM4F/24dxk5tjJ/UOZUhcANtzqnjlj4OcOzSaqADHcd1hJul4g5l+jf7m3/3nMJ+uPcIlo+K4a2qq8/J7p/Xm3qPJG5V1ZufMcEsJR1X1ZtZnlKNUyB2FwY967pz+VNVbSGuhViU4AqDP1h2hzmwjOsCLUD8Nk1LDms2yu3vt7RJsPVJJkG/reyG7S6bsnVN6ubzOAAeKapj7zloi/L1O2P68khojBrONqACtsxeyIHQ1EQACmzdv5r333mPgwIFtH+wBv94+3iOPW6g3cKSsnhBfNb06sQfweNzz7Q7yqww8PLMvg2IDXK5zd0JtcLniTwD+tA9HZwqktYZq+noLR8rr0Kiat4PbU6Bn/pL9DIsPbBYArsso44bPt5IQ4s1vt09ofscqL3yn/AeWP0hs+rv4hsSglYFBOjaT6i4AkO36Bm9LOflSMKF9z0XtFeAIALd+ChP/Axpf2Pkt/HiD4wabP2Lw+LsZPPN2qCmExVfBwaXNxyNXwuzXYegVADwyqy8Xj4zF383MkL7egpdajlohP7Z0qFDCkMvgz8egIoNLUyVO7zOG6ECtyyyPXJuNOmg17xzag0zm+OWMiBjBTbHTGWFXIeszg4Pj9znb3Sma7AndmVuFwWIjNdzPGQBs++ktFDKJdHsCt5072W0A4KVSMGdgFDtyqpCA8S8eaxPWHWaSujKYKak2UVJjwtxK0kWgj5rM52distpb7CKRXV7PzV9tIzpA6xIAtifj1GqXmL9kv/NnlULGwWdnNDvO3WsvA25buN3x/zJ4oZW9kN2hgLC75fNak5UQX02nEmjaa+Rzjhnc6f0iWHC5+z3AgnC8enwAWFtby6WXXsoHH3zAs88+6+nhdBtV9WY+XpPFB6uzuHx0PM+c3b/D95FRWsvd3+4gNsiba8cnopTLXPqOtmZHXhWZpXUYLM2XopqeUBs+or0xcK5iNQBf2c4gYGM2v+0q4JbJKW6TSX7emc/jP+/hzH7hzTJbQ/00nDMkmng3nQr8vVTUmqwU6U2s2F/CuowyRiYGu5xItaOuhs3vINPnEvTr1ezw0rDCOpCfbWP5WxrO0+cOdj2h2W1oN78DwJ64y5goVzmSUYKSHMkgO74GXTT8dPPRQcRAdR6seA62fAz15WAzO4K9UTdB3GhQ+4DaFwLiwS+c/CoD2eV1hPl5ucwqgSO71C5JDHr6DwC2P3aG6/KWl78jQzpnHdHl64ge4UgiWXu4FJn3AbQhf6P0znYe3j9wFPeNuplhQf3gvwMdy9mGV7HYHJ0qzhoUxUMz+7i8Bk//tteRrXvZMKb3j+CiEXHM3XcEMiF+3AX0byFQKNQbeHbxXmfBnabLvN1hJul4gpnFuwqpNlqYlhbOHVN6cf6wGAK8W1/WlclkrWYJ67QqRiQEEubXjnqaTWiUcs4dGk1pjQmT1Y6Xyv0+w6avvRxcCoxL7ViO744FhMelhLDl0anYWupT2YV25lWd8McQeq4eHwDeeuutzJo1i6lTp3bbAHDxrkK+3ZLL+JRg556rE0mSJAY/7ZhJC/BWdXqfS2ZpHbvy9OzK07N4VyHjU0L48rpR7brts3P7U15nds0+ttvAYgCNb7MT6qqDpf/P3nnHNXW9f/yTEEhCEsLeWwQniLhwb7B11l231rpnbdW2alvraG1d/Vk7Xa2ram39urWCAxeKoKiAIFNBloQVQsb5/RGJhIQkbJTzfr3y0nvvuec+99x7uc99zjPw8J/N4DNKkKBwxDvDxmHN/x6hVKbA7F7ax8zejAMHIUdrYl5dVTua2/ERsqw3bAVs/HApHr9eTYRcATUFEMYcYOopZSTt45Ngi1IQbBSOYKNwyPkOMCqeARROAThCoCQfiD0FRu5TgGuBgRM/eR113GWuMi/f1e8A8UuAyAG/94FhO4CHf0N+fjWMCpQ+gGjWFwj+BrDx1hQawJ83k7EzNAHTurljzZDXycuCt17Bk8xCHJn9uoyY1gofzfoCKdeBhEtQdJiG0NRQ/N/Dn2Dq+hgAQBRGkOb7Q57bA5uXjle+uCP2KZU/ADj3GZr77kULewG6eVlpvNidzLlwyb8Hv4fngXgZUFoATrIyt5/Ar0J1lnLom+ZtDJYkoPrKzPrTj/EsT4yWDmZo52IOSy3PY1J2EVafeAhjJgO/v6qjrAt3a57WXJNX4rLAYAAd3CwrrfJibMTE5jHtDJK9/NjnFEkw/8A9te0NEdhRFVJzi7EjJB4cYyN8MVQ94V9d1ui9trwPolJFsKhGlDaFYihNWgE8dOgQIiIiEB4eblB7iUQCiUSiWs7Pz68r0VSk5hZj3oEIAIBlJV/9tV0ppLRctOGVT/ponSo0BH9Xc/w0MQB3knJxJjoDVnzDFUmNFAslIuCP94D0KGVqlJ4fw0H4+nzHdnCB9OZ1IAe4aTkMwa3tYWTEREpOcaVVDQa2rnoWf0AZrVsWOdzZ0xIKQtDRXV1Z/OfeMzzJFGNQ2xVoE7QeyLiv9N279weMCtOBkK+Vv4p0mqWc6i3Dbzxwae1rJarFYGDoD8rcfG1HIeg0D4HSs5jyTk94dX1Pa+LmMsrGYd+NZPT2sUUvb6XvHyFKC2BBiQxP1g1CcWklBe69+kJ0eT3+zbyJvYffRaZEmVqFxWCjOLsTSnN7gCkXvrawEQLcUFo1wbUAxC8xIe0rTJh3SakgV2D7cA9g6zDgsUh9g1VzZcLuSjBkmrcxWpIMpbuXNXKKSvX6sl6Jy4KpiRHiMwvx581kleW9Ksz58y6KSuW4/HHvWqvyUjb26SJxg0/HV5WiUhkOhafCmm+ioQDWJc4Wpq9TU1EodUSTVQBTU1OxaNEiXLhwARyOYdMgGzZswJdfflnHkqlT5qwPlI/QfE1dJEtls4wQv24QSuUKcKtR7LwMaz4bwW3sEdzGHp9rSeZsMKXFwIFxysAHALi2BXhwFBj0DeAaCDyPAJ6GwjgnFmKw8U1GexRHPMPMnpWnkdEH0VFWrTx9fGy11iw+EfUcl2Iy4WbJQxsnIeDgp/z1XgE8+lcZVJFW7sODLQSsmwOdZ0EmV4DBYCgtDGw+0HGm0gLo2QcYtUvpk/eKTDETf8gHYmaLPjqVPwCYHOgOQoA1Jx7ijxvJKgVw58T24LFZsOazYcRkQMhVV/4IIbiffR9/PT2Gc65OkDAYgCQNULDxgd8kjPeZgJvxEqTkFGOEvxOcyl5c8f8BWTGAiQD44D9gVxCQ+RDnt83Cd0bT8dPEAHjalFN2b+wAJCLltLf/RIBtppzC9uihR7FtHNO8dcU3o177Jv9xMxkCNgv9W9mpKYT2Qg42jfKFNZ+N5Jwi7LmehLZOwiorgC0czFAkkdVqjecy3sTr5GDGxUcDvGFZ7uN15d8PIJHKMbePF7xsaZ4+ypsLg5CaVHt9c/nnn38wYsQIGBm9/kMnl8vBYDDAZDIhkUjUtgHaLYAuLi4QiUQwM6s8aq4miMRShCfmgsEA+rVUD2lIF4nRbeMljS/qayu0O8u/KZTKFLj5NAc8NgvtnUzBODQBiL+gVJL6fgZc/z9AlKJ130T3MdhruRjTurnXyIIx4bebiEkvwHej/bQWZb/w6AWin4kwoJWdUsGrwP5byXjyohBD/Bzh72KOxJwiOAq56i/WwixlXWG2QFmmDsrp2JiMAhz+sAs6e75KmyOXAslhgGtXjWTMhBDki2Xgc1gGTUlde5KNfyOfwc/FHBO7uOlsWywtxsmnJ3Ek7ghicl87/ftISuElaYEMs2XYPbk7xFI5Wq0+BwB49FXQ68jTfcOAp6FAl3lA8HrgyUVg/0gAwPTSZVgwez78XS1eHSwX2OqrLN035g9lQu4qUha01JDTvHWJQkHg9dlpKAhw+9N+sK2kHnZ8ZgH+ufccNgI2pnR119pGXCrHmJ9vQCKT48T87jr9BbXR9/tQPM0qAgCsHd4Gk/TcS+V5065TxRmWdl+eR55Yir3TOqKXlo+/2mDD6ce4+PgFFvZrrr3SEaXG5OfnQygU1un7u7HTZC2A/fr1w4MHD9TWTZs2DS1atMDy5cs1lD8AYLPZYLOrnxOvOgi5xujfSnssa12nuEh7WYzPjkeDyQB2T+tU5f3PPcyAjYCN1o5mqjJQhvCyuBSTd92GMZMgrt0RpfLH4gIT/lIGN/hPVFbauP4DoJACls2U1TKcO8Kj3Xh8wRbgRkIOwpNy0cndEq46FMGlhyORlifG1rHt4FguUCSrQIKcolKYaJsKBXD0birOPXwBPpsFbzsBjI0YahbDCZ1fvxBf5Jeg3/eXYcRURkuqFDW+ZvqVsm3F5YNfjIwBz95a5WAwGBDqCQgoTzNbHka0d9JaIzYlpxh/3koGk/0MpabXcerpKRTLlAm32UZsBLkHYQzM4HtxPUrtHNA/Q4ovTzzCR0He8LETgGNiBKn81Q2Z8UCp/DGYQJfZAIAchx64bDIU75WewC/8X1CCoQBeKYDXtwOlBUgybgZTp/6ozmv1TZ7mNQSJTIHBvo7IKZLo9Mv1shVgWZDuer4sIwYePFNOtUukiiorgBLpazeRYomsSvu+Sdep4gzLCH8n1azMtD3hdVae7ucrTwEAH/0VSRVASp3RZBVAgUCANm3U/Yp4PB6srKw01jc04lI5ErIKoSBELYrWw5oHBtQj62rDpya7UIKfQhNQUCLD5bgs7f5gepDJFZi3PwIyBcH1FX3xy5WnePBMhC+GtEZbZ925DGUKghb2Anwo/g2MR/8CTGNg3J9K5Q9QRrf2X6Msu0YUSv+ychwOT1FLnr1xZOV/pG8l5uJZnhgv8kvUFMADM7sgu1BSqR9OT28bWPHZ+P5CLNadfoxvR/liTAcXrW1zCkvBMzGCkGus10q3Z1onsJgMrfVsa8rmC7HY/l88AHV3gZScYpyKTsLF1LN4XHgeRtxnqn3czdwx2ns0hnkNg5AtBPKfAxfXwzgjEgWSTOy5IYaXHR/npjgDRmygLKDmxo/Kf1sNA8yVY58uKsGK/JHw5MShXWkM+EfGAjPOK5X7W78AAL4uGo610G/JbEosOnQPd5NfYu2wNtiupQxcGYnZRXieJ0YzG76qUkdlsJgM7J7aEWxjZrWmew992AVpL8UokcnhZfN2ToNqS2R9LOL1s1FXScUPh7+e3ZAplMuNpQYy5e2iySqAbwoZohIcv/cM35yNgaOQg+srXycedRBysXFk1XxqDAkYyS6U4LdriRCwWfhutB/MOCyDfeLKKJTI0N7NAhmiEtibcRD9TIS7yS+RklusVwF0MufibN8M4O9/lSve+xnw6q/ZkKPZT8XKDwS6/0gvH9QCDEBjutiaz4a1jgooZRa+xKwi3Hiao9WCQgiBggCtHM0Q/WWQ1pQ2FdFWnqsy7ibn4t/I52jnYo732mtWCilPukiMHy7Fq5bLXl7uDoXYF30Il5+fBsNIAiMuwAQLQR4DMNp7NDrYdVC77unEAvkKF/gwU9GdGY2Tii5IOfkNCOsAGCBKa6xHD+DBEeUOgQtU+7pb87BrRne8LPoDCJsMZD0G/hihVOylRcgzb4NB3afBwpRWVyhPVoEEaS/FyC+R6mz35f8eIjQ2C18Na41RAc7gsIw0SyC+gsFgaLg25BWXYvqecLBZRjgws7PO593QmsNvMtpmWCpS21HMFf9+AQ1TA5nSNKAKYDlCQ0MbWgQNLsdl4puzSv8rbcpBVVJcGBowYs41waxenmCzjDAqQLdiURnmpib4a9brtCLz+nqhpFSO9m4WOvZ6RXoUcGKh8v89PgLajDT4uFWdFq9pObg90zuiRKrQsJJuOheDH0MT8EF3D3z2biswGIxKqzJUl6hUEfbdSEZOUaleBTAxu+h1zWBmMYzN7sNYGIEP/lNaGxhGgJmRAz70n4ChzYbCgqP9OiVmFyFa4QsfZir6G91FL2YURrOuvNrKAHITlD8AcOkCOL9OYstns9C9uTUep5vgauefEXh5PFg58UCOUjE1f/cLjGyu3YralFkzpDWKS2Vw1+PT6m7Fg7edGLuuJWL1vw+rnL+zuFSOiJQ8DXeGpoquhPNl1HYUc2OoXENpOlAFsJFjasKCtx0fXZtZa01DUCKVIyw+B7cTczCuk2ulfySqUpDeXsjBykEta/U8tEXKaqUoBzg0EZCJAa8BQJ/PqnSc2qj8kJmvtLo6WXAx2Fe3gqhQQGseQSMGA4Qo/baqwuW4LESl5qGzh+XrIJBK8HMRYn4fLzS30z8FZyskMBbeg5HgAVi8WDCYSmskE0z0dumNsS3GootDFzAZuqf7Pax5+Enhiw9xCsONrgMA5ISBozbzcAK9sL69CG6iO0BWrHKaXgs7QxNwIuo5vuvzfxgVOQMQ5yqTTGuz8lLgY6/Mhbn/VjK2XnyCoX6OWKUlqr7s78PXJx/ht2uJMGXrntq9+TQHBSUydHK3hNDUGBamJvh5UoBBCY7PPczAlgvKsnvTunm8leXKtEUtD/d3xD/3ntdZFHNjqFxDaTpQBbCRM8TPEUN0WKlG/XQd0c+U+Qi97QRo71q55aY6X5bxmQXIKihFSwcBzOt6ak4hB45NB0QpyDBywDGrFZjHrJp/UlVTTeQVlyIppxhcYyPVizY+sxAbzsTAy5ZfqQKYmF2EwduvwpjFROTqgRrbP+jpiUmB7uCzWdgREo9neWKM6+iitxLKhUcZ+PNmChb1a65XAdSVrBoARBIRLqVcwoXkC7iZfhMcx9dTiIoSBwx0exef9nwfNqbKYJRSmQIMhkLny9xByMXQoe+h5Mx34DCkyCemiOi8BbvjHBGTUYCUoN5w6zpa6753knJRKFFGLPu5mMPI1g2Y/A9wbSskXZfiQfJLcIyNtEZVU4AX+RJkFUhQoseV4NN3WmLpQG8w9PhSfnL0PlJyi/H33K5o72oBrokRggzMi/l/l+IRk1GA9adjMLVr7dUNb2xom2FZFuRTZ1HMb2KqHMqbC1UA33AKS5QReN28rDSSEZenKl+WMrkCCqKs8bnoUCQePs/H7mkdDbfiAfjkaBTiXhRiyQBv9PK2QaFEhtiMAsgVBJ08KpHz4XHgaShkRhxMLl4Mz+zqTUNVZVr8+L1n+PJ/j/BOW3v8OEE5XSk0NcZ7/k6w1uGPZ2lqgqJSOVAqxzdnYzCtm7taWS0zjjHwavHcwwzcTxOht7cNfPXMqHd0t4RcQaqtBOWW5CIkJQQXki/gVvotyMjrCE13M3cE2veGl2l39HD31RiXny4nYPOFOIzv5IIN71VeF3tUF2/kFyyDJD4UkuBN6O3RFkyvLJRI5WjpUHk6hR9DE3ApJhMb3muL9SPavlrrDIzejbSsQoz64TLMOCzc/yKoWuf+thKZmofknCL0aG6Nga3s9AYIMZmGuRu0cjCDJc8EJtWw3gW4WeDBMxEYDFQaKf+2UDFqua6jmBtL5RrK2w9VAN8Qlh6ORG5xKb4d6auW/+vs4p4oKJHBjMvSmWrl74hn6NPCFv89zgQAGDFQ6ZflhUcvMGd/BDq4WcDNyhQlUjmMqugTdD9NhJiMAiheaZxRqXmY8NstNLfl48LSXpo7KOTA5W8BAIUdFmC+41DYViEgoiKG/pEuKwdXvtpJa0chNo9tp3M/My4Llz7qhUHbrmJnaAJG+DtVWlf1gx6eiM8s1KkclTGsnZPBaR9e5JdAyDVGdkk6LqVcwn8p/yEyKxIK8nra2dvCGwPcBmCA2wA0M6+8jOCsP+7g3ENltRFDUvaYDVgBDFihWu7prZnSpiKulqZoYS+AayXBA+5WpuDXQfTzm86+G0n4O+IZVgxqUWlZQwB49DwfG848hrmpCX7QES1cxk+TAtSWRWIpHj3Ph4DD0vsB8sXQ1vVaGaOp8SalyqG8udC/to2cX688RWhcJsLicwAAL4ulagogx9hIbw6vtJfF2HIhDjIFQd8WtvB3Mcd77ctVbKhAWSk4tjFTZRWrKlvHtUNiVhH8XMwBAHZmHDiZc+FgXskftUf/ANmxAEcI8z4LMFRLhG9dMKitAwa1dajyfgwGA542fEzv7oF8sVSjPmvciwJcePQCjuYcjPCvXiBNZRBC8CTvCcb+8Qsk7Psw4qSrbW9p2VKl9LkL3Q3qs0zpm9enGWbpUDJqgi6FoZkNH6Ef96mT477peNuV1U7WndpFriC4+iQbAOBqycVQPyeVW4MhPE7Px/hfb6KZDQ//fdRbZ9vaLj9JoVDqnyZbCaQ2qI9M4h/9FYVjEWnwtuNjZg9P9G9ppzUJbIlUjqdZRXC3NtWY/hEVS/HbtaeIzyzEzon6FTqZXIFiqRyEaA9wqHUUCmBnoLJsWO9Pgd7L6/6YOqhqyhttnIh6joUH7yHQ0woHP+xSYxkURIEH2Q/wX/J/+C/lP6QUvM4VxgQTAfYB6OfaD31d+sKBX3WFNl0khhGDAatX5eCqSlJ2EdJFJXC24OpND3LuYQZ+upyATu6WWPlO7QYbvc38FZ4KYxYDfXxstfrj5pdIcf7hCyw7EgUA+GliAILbGF7r+m7ySyw/dh+ulqbYNbVjpe3qovwkhVLf0Eog1ALY6JkU6Iae3tZo6WAGbzv1r/lCiQw/hsRDwDHGkTupeJpdhAMzO6NrM2tVm7Iv9fc7Vx4hXBGWERNm9RnV9+gfpfLHFgKdZ+HJiwIUSmRwtTSFlY5cfLVFRWvG3P0RuJWYizVDWumcjg2Lz8btxFx0dLdE9+bWatvcrUwxpoMzbAUcJGQVapaBq4T/RT3Hx0ej0MnDCrunBuBe5j1cSL6AiykXkVmcqWpnwjRBoGMgujr0RpB7X1iZVu7/aQg1teL8cCkexyLS9E5TAsoPknspeTTfXxVZd/oxRGIpLi7tqVUBNOMYY1SAM4okMiRmF8HTRnfamI1nYnDjaQ7m9W6Gga3tEeBmgYva3DPKUZVsAhQKpXFDFcBGTjsXc7R7NY1akewCCX4MTQDPxAiBzayQU1SKvOLXkZ7avtQH+zoi7kUBGAxGpf2W52x0Bg7eTkFnT0vM7e1lkMyP0/MR96IArR3N4GWrZwpKoVD5/iFwLsA1x+Zjd3EmOgNfDWuNyYHuBh2zupSvGlI2RlkFEuQWlep1jv/vcSZ2hSViVk9PDQXQ19kc344yx7G7aej3/WV097LGnx901isPk0EgZcUjUXEa/Y8uR7Y4W7WNZ8xDT+ee6O/aH92dusPUuHZTQ/wdkYa0l2L0b2mHVo5V+yJ2NOfAy5ZfaYDC/bQ8LP0rCm2dhPhooDd+nhSgNqV562kOfrqcgLZOQiwdqLuMWVOEEILePjbILpToTFAOoNL6vxVJyi5CVGoeMgsk+hu/guapo1DeHqgC+IbwIr8E2YUS2JlxVC8AUxMjTOvmDgYY+DjIBxxjpmrasLIv9bxiKTaciUGP5tb4Y4Z2heRGQg5uPs2Bn4sQL/JLcDkuCzw9OcXKc+ROKnaFJWGonwO2j2+vWv/9+ViExWdjQb/mryOKH59QVoRgC4HOypqxFjwTOFtwNfzqapuKWffLxuh/C7qByWTAwUz3C83jlYXl5ytPMaWrGxzNNRUysVQOPpsFR/PK/bcIIYjOjsbpxNM4l3Qepu6ZyAMAMSAwEaCvS18McBuAQMdAmBjVzZi8LCrF0r+UU4cultwqK4AfDfTBRzoUt+d5YsRnFsKMw4KzhalGib1neWKExGZBZkAOuqbGHzeS8OfNFAzxc8C2cbqDO+IzC5EhKkELB4FeRXFWL0+MCnBGCwfD/QRpnjoK5e2BKoCNnOhnIsgUBN+fj8XVJ9lqVjFbMw7WDNHuWF/ZlzrHmAkbAVuncnXzaQ62/fcEE7u4YmpXd2wa5at3OqmMw+Ep2B2WBAD4X1Q6unm9rmP5NLsIESl5SMouAnygrCt7fpVyxy6zAa45AJRLEVK3VDZGT7OKYMk3gZBrDCEq94EsEL+2tnb/JkSrL9TELm6Y2MUNUrlmQuineU9xOvE0TieeRmpBqmq9wFiAvq59EeQehC4OXWBspCnD9YRsnHmQgQ7uFrVSLL64XG45Aaf2/T47e1hh/wedwazEtzLAzQLfjvKtUim8pkJukRSxLwrQQaS/is4nR6MQkZKHnya2R3Ab3b6g/hVyhobEZmLXtUR0cLPEov7Nte5D89RRKG8PVAFs5Cw7EoWYjAJ4WPNgIzDcQd/DmgcGAyAVvtQHtLLDFD2JW/1chJjYxRWdPKzgZSvQP437ijKLWtkhK9bhnRLojiG+DmjtKASKsoF9wwFRCmDhAXSZa9AxahNt1gwGgIWH7ul1cE8XifHd+VjVckVfqLgXBXjvx+sQcFi4sbKfKrlyan4qziadxdmks4h7Gafan8viordLb7zj8Q66OnbVa+m7l5KHP24mQyyV14oCeDn2tX/hh/vu1LpjvwXPBN28lNPkxaUyRKWKoCBEtc7NiqdRj5miZIS/Ezq6W8BeTxQwAHja8BGRkofZf0bg9qf91DIG6OPZSzGuPsmGqR5fVZqnjkJ5O6AKYCPH1oyDghIZto1rp1FFQiZXgMlggMlkQKEgWPVvNJ5kFuLXSR3gIORio5YvdW3TlBXp28IOfVvYVVnWyixq4uu/AuZG6NRyKODhApSIgL3vKdO+CByByf+qrH/1SUVrBhNKpdUQB3d9vlAsJgOFEhkYDCBbnI0ziWdw6ukpPMx5qGrPYrDQzakb3vF4B71desPU2BT5JVL8eSMNMoUCH/asPJiio7slFvT1QusqTtVqI10kxuf/RKuWq+PYf/HRC+y9kYT2rhZYMsBbZ9vneWKM//UmzE2NtVZRoajjamWKyLQ8LDwUif4tbbFxZOVJur8e3gZH76YBADh6FLnU3GKk5hbD1kzpv9nNyxpbxvrBzgClkeapo1DefKgC2MjZN71Tpdv230rBF/97iBH+Ttg8ph0uxWQiXVSC+KwCBLhZ1sqXeqlMgfjMQhSVynRWGgG0W9TaMxPgeevVNO+5TwGnDoBCBqRHAabWSuXPwk2tn5n77gBQvswMeRnVhPJjlFMkwfwD99S2V+bgrs8XykoAfDFejB/vHEGfvz4GXtlFmQwmOtt3RrBHMPq59oOQrZ7vsEgiw1cnH4HFZOhUADt5WFZeUaWK1IZjf1ahBFefZFeaRDokJhNgAP4u5hBwjNHMhqcWyZouEuNlkRQ2AjadBtZC5isf4KJS3WXg2Cwmor8MQnGpDAK27j/vB2+n4MfQBEzt6o4vhraGhzUPHtbUCkuhNBWoAvgGUyiRgRDAmKmcXlzS3xssIwZcLE2x/1YyBrVx0PqlfuxuGv64mYwBrewwr49mZG/5HHQvi0vxzvarMGIyEL9ukM78eA5CLtq7WuBO8ksASoXoi7bZQCwAthBEkg/GM6VyB7YQmPQ3YKNuLSKEICQmEzIFwdphbao7NFWibIzSRWKDHdy1+UKtG9EaKcX38X8PTuBC8gWIZWLVE9bGqi2GNBuMIPcgWHErr/Er4BhjiJ8jTI2NIFeQauXkqyq14djfxdMKW8b6wakSC/O6048Rn1mIAx90Rlcva41Ew3uuJ+Hny0/xQXcPfD64VXVO463leZ4YFqYmWDu8DQL11IdmMBgoKJEiMbsIcgXRqcDbmXHgbcdXKdw0uTOF0rSgCuAbQlh8Ng7eTkFrRyHm9FZahj7o4YExHVxUSsKYji4AgGtPsvHZ8WhsuRCHW5/211AiRGIpIlPzYF+JdW3RoUicfpCOVYNbYUwHF9gI2DDjsCCRKfRWHSl4VZv4s3daYrCfAxxO/Krc0PczJNr0w57ft6OLcTzembwWcPDT2sf3Y/xQKJHB3LQeklCXo6oO7uWth44WRtgRvR7rzp9RbXfmu8CD0xNOrK74LKinQTLw2SyDyniVKQWG5BbUR2049uuzHvnYC2BsxKy0EgyHZQQbAbver/mbwLX4bHxy9D76trDFpC5uOtt+ezYGP4YmANCfpHlKV3dVyhia3JlCaXpQBbARI5UrMH1POLjGRuje3Bon76ejSCJTKYBslhFsBJoKAAGBr7MQvs5CrRakfi1tYS/kVFqbtlSmgExBwGQywDUxQvhn/Q2W+fSiHohMzUNbJyFMGHIg5aZyg3t3WJm54ZLZcDw042Cgvb/Wm4/BYNRKUEN1qeq0uYOQCzZbjEWXFiAyKxIsBgvDmw/HUM+hiIo3h0SmqJNchgO3XEGhRIZLH/WCpw2/xv3VtWP/jvfb69y+ZIC3Xt/BpoqNgI12LuZ6p2fTRWLsfKX8AYb7ctLkzhRK04QqgI0YsVSuqu25uL831gxpBXcdkZJyBcHtxFw8SBPh50kBleYB0xdx+e1oX3wxtDX4lST11YURk4EAt1fpJVLCAWkxYGoF2LSEkMnEteV9q9xnfVMVB/eneU8x97+5eFb4DAITAbb03oLODsr8iqO2nYZcQTDc36lWLHVllEjlqrQytekvVxPH/uJSGeIzCwFAI1hJG3P+vIusAgm2jmunkROQok4fH1vki6WQKwiyCiSVXvPE7CJUcOU0yJeTJnemUJomVAFsxJgYMbF5jB/EUjlaOgg0kvMeu5uGzAIJBrSyhZetAHuvJ+Grk48AAN+dj632NI4ZxxhmtZELLumq8l+3bgDTsNJyhRKlIiHkGjd6h/TIzEjM/W8uCkoL4Mx3xo7+O+Ap9FRtb+VghuJSGdLzxFUKZnl3+1UkZhfhr1mBaOMk1NjOMTZCzNpgFEhk4Otx9K8v4jMLMfT/wuAo5OD6yn56299NfonMAgnyiqVw1p/ersnz/fk4pOQW49icwEoVwKr6cl6Pz8aO0Hi4WpjS5M4UShOkHgu+UqoKx9gI77V3xoTOblqDLw6Fp+CbszGIe1GIdJEYX596pNpWNo2TLhJr7Ts+sxD/Rj7DkxcFeuXYfD4Wk3fdxu3E3ErbZIhKMGxHGP7v0hOQsuSDSdeU/7r3UGubLhLjekK2VtkePhNh+I4wzNgTrleuhuRm+k18eOFDFJQWwM/GD/vf3a+m/B0OT8GDZyIkZBVhxI/XcTg8xeC+xaVyFJfKUSSRVdqGwWDAjGOsMyinPuGxWXAUcrTmnTsbnY7+my9jXbn786thbfDTxPZweWX923oxDvMORCA8qfJ7rCnTzcsKPZpb6/yQKPPlNHp1T+jz5cwtLkVYfA6eZhdVaT8KhfJ20DjMBxS9SOUKZIhKUCKVo7mdMjFz/5Z2cLPiwd2KV+VpnB0h8Th+7xk+DvJR9VfG4fAU5BVL8U5bB7hYmiIyTYQrcVkY5udYaeqRSzGZiErNgxEDmN+3OSArBVJvKTd6vFYA5+2PwKkH6QAqdzZ3MucalPS2oQhJCcFHlz+CVCFFV8eu2NJ7i1pd3ool5iomxNbH71M7wojBgK3Zm5MOpZkNv1LLX0puMeIzC9GmnAU7uI29WpubT3Nw82kuglvbV9y9yXM/LQ9RqSIIuCy9UeFV8eX0d7XA6sEt8fOVp3AQcnFtRR+a3JlCaUJQBbARU1AiRXJOMQSvfPF6bQoFz8QID78KBgDM6vU6T1xVUpgAgJ+zEGkvi7VOJ+26loTYFwVo7SiEi6UppnVVVvDo4F75XJ2vsxAf9vCAe9m07fOIcv5/LVQynn6l/AHanc07e1ohbEXj9RM8/fQ0Pr32KeREjn6u/fBtz281qnbU1KdK39R3SGwm/nv8AoGe1njXV3e5r8bAcH8ntHEUwoxbuVvBjO6eCGptr3XKu6lz6n46HqXnAwC6bbyk17XDUF/Oa0+ysPbkYxAAk3fdxtfD22CinihjCoXy9kAVwEbMgzQR3v/tFrzt+Nj/QRdwjY1gymap5ekro6qpPKZ280BQG3skZhchXSRWaxfU2g6tncxUVrg+LWx1ylkxhYQRk4Gx4lf+f+7dgVeyVtdJvbFwLukcVl5bCQVRYGizofiy65dgMTUfodrIq6eLiOSX+PNmChhgvBEKoFxBAAZgxX+tKCdmFyEzvwRuVjzYCzkY0KrqlWeaAukiMX69+lS1XFsRuhXLNgLAmn8fol9L2zfiWaRQKDWHKoCNGQZgb8ZRVUd4vDZYtanMz668IliV6R9deb+WDvQBpGJltY40FmDCB9h8gGcDsNQthpWlkBje/ArYgJr/X10rRnXJpZRLWHFlBRREgRFeI/BF1y/AZGh3oa1pXr3rCdmIy1BWc2nrrGkR87bjY4S/I3y1bGsoCCGY82cExFI5to/3h/CVta+y++ybMzE4+zADa4e1xqQ6SJPztlBXEbo08pdCoVAFsBHTtZk1bn6q3a9KLJWjzZpz4LFZuP1pf1WaEUOmfypT2no7KmD3/D/gyXng6WVAph6kITO1A2vKccCutWqdtheJESkF69lt5UI5BdAQxejviDScjc7AgFZ2GN3BRed51BdX067io8sfQUZkGOw5GGsC11Sq/JVRk7x6R++m4e+IZ1gxqIWGAlheofo38jkUhDSKhL0MBgP/xbyAVE5QJJFByDXWmV/O0ZwLT2seuCbKP0EJWYVgMRlwEHJhwqKxaWXU1UfTm/wxRqFQageqAL6hFJTIoCDK2rEc40pemFIxkHYHMDFVWvGMTQGOEInZpRpKW2vEw3r3DEBW/Hol3w4wYkNSLAKztBDGxS+AYzOBmZcAY+X0sDZ/tXbMpzCSlygthjY+atuG+jlByDVGUk4xhrVz1FCMHj3Px/lHLxpNCpjwjHAsCV0CmUKGgW4DsbbbWhgxDcvpV928ev6uFpDIFBpj0NgT9q4d1gYsI6bK10+XlWn1kFZYPeR1ybdRO6/jZbEUF5b01AhKasrURpWW+uyXQqG8OVAF8A1iw5nHeJ5XgmUDveFiYYrbn/VDkUReeSqQvBRg72D1dQwmfNvPBpPRDQqi3M8aIvxssgVGsmLAthW2ZbbDFbTHjg8mwt6ci5DodHx//Dr+xkcQZD4E/vsKCF4PQPkiebetgyqy14jBwKo2OUAc1Pz/ykgXiTH7zwjw2SzMLhfEUsa7vg5wt+ZVWqWkPnmc8xgLLi2ARC5Bb5fe2Nhzo1afv9pmUhc3rSW/Gvu03bhO6pbIqliZTE0MKzXYFKmrKi11Xf2FQqE0bqgC2Ig58yAdJ6Keo0dzG7zf2RUXHr3A06wiTOzsCjcrHmwFHECfscTaGygtBkoLlVG58lLw7/6Ii83SMTBhJBhEgZ0mW+HAyAWsmoNMO4MtX4YBAFivpuKC2zgguM1III4PHBgD3NwBNB8ANOsDANgxoT0+F4mVLxIrLhyObVUe2727hjhWfDbcrUxhyTOBTK4Ay0jdeunvagF/14bPDJyan4o5F+egSFqEjvYd8V2v72DMbNg6tW/atF1VrEyNOfK7MVCTKi0N0S+FQmn8UAWwERP7ogBnojNgyVNGT37YwxNFpXK4WBr4wrfxAeZXSKh8bz9wYj48047jQRsp8gkfdvGxANsMGH8Q4Ahx9ZM+KJUrYGGqnt4E3kFAhxnAnd+Bf+YAc64Dpsq8gKoXyb39yvx/TGPAa4CGSEKuMUI/7lPlsahPssXZ+PDCh8gpyYGPhQ+29dkGtlHD5+RzEHKxfkRbrHiVY5DJQKOatkvNLUZ+iRTOFqaqIJDKrEwXHr3AnzeT0dHdQpk3kkKhUCj1ClUAGzF9W9jCimeCZrZ8AOpTbLEZBbgUk4lmNjwMrEryXP8JAFsAHJ0O7pOTUL6OGcDI3wDr5mAAuhXMgV8DiVeAnCfA8dnAmH0qf0DkpQBnliv/3+dTwKLqOcXK6sk6mXNrtX6uoRRJizDn4hykFabBie+Enwb8BIFJ/fqk/XPvGdaffozuXtbYPLad2rZxnVzR09saT14UwsuWD6dGVEd3/sF7iErNw6+TO6ilddFmZcrIL8HluKzK/VcpFAqFUqdQBbAR4+tsDl9nc63bolLz8M3ZGPTxsamaAggArYYC7x+G4tAEMGVipHdYBgfvoEqbF5fKsPzYA4jEUuya0gGskb8Cvw8EnpwD/nwPEwsXIp+Y4i/uBnBKCwCXzkC3RVWT6RULD97Do/R87JnWEb19dOcfrG3kCjmWX1mOmNwYWHIs8cuAX2DNta5XGQBApiDILJAgu6hU63ZHc1M4mjcexa8Ma54JbAVslC9W8fC5CIsPRaKZDR8/TQpQrQ/0tMKmUb5ws+Ihr7gUq/99CB7bCBve820AySkUCqXpQRXAN4iCEinyiqXgs1lwsTTFyPbOaOlQTeuUVz/83GI3IiJuw4PxHj59tTq/RIojd9JgamKE8a8sjsZGTPwv6jkApYWuhaM/MOEIcHgSkByGL0kiLsgDwGFdV0YaD98J6IiU/e5cLMISsjG/jxf6tVRPAMxns2DGYUHAqX9/u813N+Ny2mWwjdj4oe8PcDVrmPQq/VrY4tTC7ppT8I2c36d21Fj3skiKJ5mFGiXMvGz58Hpl2U7JKcaJqOcwNaEKIIVCodQXVAFsxKS9LEapTAFbMw74bBbWnXqMQ+Gp+GiANxb0a47AZlY16t/SrTWK8yzgavU63Uh2gQRrTz6CgMNSKYB/R6SBAWVN23e2X32VzLc3MP0cyP7RaJafhmYspYKIgV8DVprRveVJzC7CvZQ8JOcUa2z7a3Zgjc6puhyLO4Z9j/YBAL7u9jV8bRpOEbHgmaBEJkdidhEYDKhNnyZmF2F3WCJcLEwxs6dng8loKG2czHDgg846a9gKucb4/N2W9SgVhUKhUKgC2Ij54sRDXHyciY3vtcW4Tq7gsVngGDM1UoFUl7EdXTWSCHNNjDDUzxHsVxHAFUtGqeWes2sFxgcXgQOjgYwHQLN+QIfpeo87rZs7hrZzRKtGkOoFAG6n38bXN78GAMz1m4tgj2A9e9Qtuqq0JOcUYd+NZLRyMHsjFEBzUxN09dKcRi+RypGQVQiFAmjrLMQHPRr/uVAoFMrbBFUAGzFslhEEHBZM2crL9Pm7LbFqcCs9e9UMByEX28f7q5b15p4zcwCmnQWehgLN+mrk/dNGB3fLWpa6+qQVpGHp5aWQERkGeQzCbL/ZDSqPvmTPLpamWNjXCxa8xjc9fPRuGkJiMjGwtR2GtXPS2TYhqxDvbr8GWwEbtz/rX08SUigUCqUMqgA2YnZMaK+2XD7h88KD9xAam4nPB7fCmDosmaYv91xmQQnuJBXAzqwrAkxqFphQUCLF/AMRUBBg43tt6zzCVSwTY0noEogkIrS2ao2vun5VeVLtekKfwt3Mhq+s1dwIeZyej1MP0uFiaYph7V6ve/ZSjGa2fLXKJgK2MWwFbFjz2SgulSGnsBR8NqtRKrYUCoXyNkJzMLyhvCwuRX6JDEY1UFjCk3IxcMtlzNx3p9I2Zcl8y47CqJB77kGaCHP3R+DL/z0y+Lj5JVLcepqDm09z1Nbvv5mMy3HZuPokGz2+DcHh8JQqn5OhEELw5Y0vVRG/W/tsBYfFqbPjGUqZwl2expzsuTxBre3x5dDWailgjt5Nwwf77uBQhWvpamWK25/1x+lFPRAWn4Me34Zg2p7wil1SKBQKpY6gFsA3iAdpIhy4nQIXSy62jfNHblEpbPjVT1AslSsQ96IQpJzF6XJcFpYcjkQ7F3PsehXVObajK+4kvcS5hy/wQQ8PNb9BrokROrpbqCI6DSE6TYT3f7sFL1s+Li7tBUA59fntuVhVm7quc/vn4z9x6ukpGDGM8F2v72DPq2IqnTpCX/WMghIpAIBnwgJTR2BFQ9DJwxKdPNSn9+3NOPBzFsJVR25JuYKAzWKCS8vAUSgUSr1BFcBGzKfHH0AiVeCjgd5wNOfiuUiMg7dT0N7VHHN7e6kqhFSX1g5CHPigM8zLpRsplsiQW1SqUjTK2DTaD5tGa/bRtZk1ujarWq48G4GyHJyLhXp0a33VuQ3PCMf3d74HAHzc8WN0tNdMX9KQ6KrR+v35OOy5noR5fZrh46AWDSilYczs6ak3WCW4jT1ivx4EQmopuolCoVAoeqEKYCPm1P10iMRSzOmtTKvibSfA0gHecLaoHYVIaGqsEaHZw9sG55f0BKsOrUvN7QQa5eDqq85ttjgbH1/+GHIix2DPwXi/xfu12n9tUVmN1kKJDAAaJE+iPopLZcgqkMCIyYCzAf6bSw9H4mVxKb4Z6QtbM06D+19SKBRKU4IqgI2Yj4N8UCiRwUagnOb1sOZhYT9l3dTfrj4Fx9gII/ydwGPX3mXks1nwtqvf0meAUuFZOsAbmy/EQUGgMfVZG8gVcnxy5RPklOTAy9wLqwNXN1qlY97+CIQn5WLTaD/08rZRrd80yhdrh7UxJNi63jkbnYGlf0Whp7cN9k3vpLd9SGwmXhZLkSeWwtas4f0vKRQKpSlBFcBGzMQu2mvpyhUEX596DAAY1Ma+2gqgXEFwKSYTxaUyvNPWAcZGlccEJWQVYtvFJ+CxWdjwXlvV+o1nYhAWn42ZPT0x1M+xWnKUEZNRAAUBJnZxxbw+XrU+9ftj1I8IzwgHl8XF972/B5dV+76FtYVILEVmgQS5RRK19QwGo0FqJBuCqQkLfDYLJkavtdMP9objZbEU60a0QQt79byPK99pCRDgfpoIu8OS0LWZFYbU8B6iUCgUimFQBfANQqEgyC+R4mWxFO+1d0JhiQx8TvUvISFEFQHcs7kNLHgmePhchAdpIjSz5aNjuXx94lI5TkQ9h62ADeC1ApiQVYgHz0QaPoP6+PT4Azx6no8vh7aGn4s5AIDFZIDPZqG7l3WtK3/Xnl3DL/d/AQCsCVwDT2HjTjy8anArSOUKuFo1/ujfMoLb2CO4jXowzf00ETILJJDJNf37ytIXfXcuFgdvp4DNYlIFkEKhUOoJqgA2UqRyBdLzSsAxYcJWoJweyy+Rot1XFwAAT9YN0mmxMwSWERMd3S1gbMSE4pUDfmhsFjadi8WYDs5qCqCLhSk+f7elajq6jGUDfTC+k0uVp41j0vMRmZqHdJFYpQBuHecPQghqOxbgRdELfHpVWe14jPcYvOv5bu0eoA7wsdc+nlsuxEEqV2ByoDvshY1/2nT7eH/kFUvhpkOR7eZlDRMWE77OwnqUjEKhUJo2VAFspGSIStBzUwi4xkZ4vFZZmszURHm5TFhMFEvkEJrWPI3jkdld1ZbdrXjo39IOrR3VX8ZCU2Ot5bp87AWVKiu6WNzfG2KpHP6vlL8yGAxGrfq3yRVyfHbtM7yUvERLy5b4pNMntdd5A/DHzWTkFpViWDunN0IB7OJZeb3qF/klyC0qhY+9oMZ1rSkUCoVSNagC2EiRyBTgmRip+XuZsJi1YvnTxbu+DnjX16HO+i+jZ7nAhrpkz8M9uJVxC1wWF9/0/AZso+rnTaxPkrKLcDf5JWzN2OjR/PVYTQl0x8viUg1LbGPgRX4Jvj8fCyMmU81PtDJW/v0Al2Iy8c3Itho1qSkUCoVSt1AFsJHiZcvHw6+CNXKjGRsxERqbiYUH76GDu6UqWXN9kJlfgqxCCVwsTWH2Kg3J2egMCDgsdHC3AJtV/eCEO0m52H4pHh3dLLDgVaRzTXmQ9QD/d+//AAArO62Eh9CjVvqtD64n5ODT4w/Qv6WdmgK4qH/tjE1dUCKV4687aeCZGGHDe21RKJHh1tMcmJsaI8BNs/6zJc8E1nw2CkpkeFlUCj6HVacfNxQKhUJ5Df1r28jRlqYkv0SG/BIZxKXyGve/8u8HCNpyBZfjsvS2nb43HO9uv4Y7SbkAAJlcgdl/3sWE326hSFI1WXKLSnHraQ6iUvMAALEvCnAlLguRr5ZrSpG0CMuvLoeMyDDQbSCGew2vlX7rCzcrU/Robo02Tmb6GzcSLHkm+DjIBx8HKWsVJ+cUYcbeO5j9Z4TW9t+N9sOdz/vj5tNc+K+9gKN30+pTXAqFQmnSUAvgG8ZvV5/i4fN87JzQvlq+dxVJe1mM2BcFyC5QphtZe/IRzj/KwNzeXhjfSX1azlbAgY1AAumriE6JTIGO7hYQiaUQVDEaOSQmEx8diUKP5tb4Y0ZndGtmjW9H+sKKX7PqJmWsv7UeqQWpcOA5YE3XNY02319ldPOyRrcKSbplcgVKXrkGNMbzEXCMMa+Pl2qZyWDA11moVmlGGzKFAgDAZtHvUQqFQqkvqALYSLmX8hKHbqfCx16A6d1fT12eepCOeyl5GNTGHp42htffrYylA7wxq2czeNsr+8oqkCA1V6zVulhxupnHZmkEkRiKvZADT2se7F8lAHa35sHdmletviryX/J/OJFwAkwGExt7bISZyZtjRdPFw+f5GLYjDE7mXISt6NvQ4uilpYMZTszvrrfdnmmdIJMr6kEiCoVCoZRBFcBGytOsIhy+k4qe3jZqCuCoAGf08raBp03tKEv+rhZqyx8H+WBqN3c4mddtkuRuXta4tKx3rfebI87BVze/AgBMaz0N7e3a1/oxGoqyMnD8Wqz8UttkFUhQIpXDXsjR6893KeYF/o54hg5uFpja7c3xz6RQKJS3gcb7JmnitHI0w8dBPhqK2ITObgiLz8atxFyUyghaOdaudcvF0hQulvWffPh6fDbshBy4WZqCVc1AAEIIvrrxFXJLcuFt4Y257ebWspT1R5FEhmE7wiASS3FteR+wWUbo2swKj74KgkTaeK1lfb4LRaFEhtBlvfVadJOyi3HyfjoYDAamdqsnASkUCoUCoIkHgezcuRO+vr4wMzODmZkZAgMDcebMmYYWC4By+mxeHy8M93fS2HYsIg2fHY/GlSf6Azf0kZJTjEsxLxD9TKS3bXhSLhYcvIfNF+IAKGu5DvnhGr4++ahGMkhkcrz/2y30+/4y8ktk1e7nf0//h0upl8BisrC++3qYGNWOP2FDwDU2QkJWIbIKJMgXK8eEwWDA1IQFC17jPS+uiRG4xkYolStwODwFI3dex+/XErW27expidWDWyHtZTG+PvkIz/PE9SwthUKhNF2atALo7OyMjRs34u7du7hz5w769u2LYcOG4eHDhw0tWqXI5Aq4WfLQtZkVvGrBB/B/959j+p47+PNmMgBlcMa/kc/wIr9Eo21WgQT/i3qO6/HZAIDneWI8eCZCUk5xtY4958+7GLYjDI/TC+BjJ4CNgA0LU+Nq9ZVRlIENtzYAAOb6zYWPpU+1+mksMJkMHJzZBScXdId5NcekIbj9aT88XhsMbzsBErOLcTf5JZ691K7YtXYUYnp3D6S9FOO3a4l4WVxaz9JSKBRK06VJTwEPGTJEbXndunXYuXMnbt68idatWzeQVEpExVJIFQrw2SxwjF/n19t0PhY/X36KD7p7oH8ruxofx9GcA19noar27uYLcXjwTITdUzvCzky90kQbRyE+f7cl3KyUU3t9W9hi19QOEHKrp6BEpebhuagEDADnlvSs9jkQQrDm+hoUSgvha+OLaW2mVbuvxkTFKhohsZm4k5SLzh5W9ZZIu6qUj04eFeCEdi5COFvodimY1s0domKpquQhhUKhUOqeJq0Alkcul+PIkSMoKipCYGBgQ4uDLRfjsOd6Eub1aYaPg1qo1vNelYMTS2ueAxAARvg7Y4S/s2rZz0UIAYelNR2Lq5WpWjk4ByFXpThWh9VDWoPJUJafqwnH44/j+vPrYBux8XW3r8Fivp239bUn2fj9WiJkctJoFcDyeNkK4GVbeaoiiUyOzHwJBrVxgEctRYBTKBQKxTDezjdlFXjw4AECAwNRUlICPp+P48ePo1WrVlrbSiQSSCQS1XJ+fn6dyVWWG41rrF5dY1YvT8zu1QwmdZQz7evh+kt41RbBbexr3EdGUQY2hW8CACzwX/BGVfvQR0TKSyRmFcHPxRxetnx0dLeEXEHQwV2zqkZjYU9YImIyCjC2o4tGhHlFHj3Px4gfr78xaW0oFArlbaLJK4A+Pj6IjIyESCTC0aNHMWXKFFy+fFmrErhhwwZ8+eWX9SLX18Pb4quhbaCoUAqOzTJC3+9DIZEq8MeMTrWSC7AqPM8TI7eoFM3t+Hj4PB/FEjl87AU1qk278UwMHqfnY0Z3jypZtggh+OLGF6qp34ktJ1ZbhsbIb1ef4vSDDHw5tDW8bPkIbmNfK0pzXXIpNgtX4rLQwd0SCkIgVwA+9gKtbgI8NgtsFhOlcgUkMjlMjJiNMsE1hUKhvI006SAQADAxMYGXlxcCAgKwYcMG+Pn5Ydu2bVrbrly5EiKRSPVLTU2tU9mYTIbWlChpL8V4lieulbqpsRkFGLnzOmbsCTeoffDWKxj8wzWk5oqx5UIcJv5+C1erGY2cmV+Cm09zsP9WMi7HZSG/RFql/f+J/wdhz8JgwjTB2m5rYcSsfi3ixkhrRyF6NLeGbQ2U6/rmPX8nLBvojVYOZvjseDTG/HxDVe6vIt52Atxc2Q9ZBRL4fH4WCqK1GYVCoVDqgCZvAayIQqFQm+YtD5vNBpvdsC/jxOwidHSzgESmACE1f2PKFArcTX6pUjLe3X4VMjnB7mkd4aglGbSdGQccYylKpHI4W3DhbcevtvP+kbtp2HQuFp42PHz+bku9U4bleVH0QjX1O99/PjyFnnr2ePOY18dLrbRaiVQONqtxW8nKpy1ytjCFRKaApY60NSUypS+rsREDRszGe14UCoXyttGkFcCVK1di0KBBcHV1RUFBAQ4cOIDQ0FCcO3euoUXDT5cT8CK/BOM7ucLb7rUj/cHbKQhLyAEA9P4uFBvea4uxHV0r60Yvrpam+Glie5i9mqJ78qIQpTrKcp1f0lOlgGx4z7faxwWUEcie1jwMaGVXpXMghGDdrXUokBagrXVbTG41uUZyvCm8u/0qErOLcHhWIDo2Yj/AMn6b0kFvG3szDmK/DoZE1niTW1MoFMrbSJNWADMzMzF58mSkp6dDKBTC19cX586dw4ABAxpaNPwv6jkePs9HL28blQKYLhLjt6tPVW0UBPj072j09LapdjSugGOM4DYOquUDMztDIlNojQIGUKvWp4oRyIZyPvk8QlJDwGKy8GXXL9+6qd/KKCiRQUEAU5PGe74SmRxFEjlYRgyYcfSnB/r8n2gUSmT4cmjDpl2iUCiUpkaTVgB///33hhahUsZ1ckV6nlgtRUpidpGGn5ScECRlF9coHUt56jvCNENUgtgXBfCw4sHVSn8JOpFEhPW31gMAPmj7AZpbNK9rERuM6/HZWH3iIZrZ8PDzpA4I/bg3CkpksDBtvJVAtl58gp2hCZjWzR1rhuhX6v6NfI5CiQxL+nvDvBGfF4VCobxtNGkFsDEzqYubxjoPax6YDKgpgUYMBtyta1a7NzwpF4UlMgQ2s1JLOq2Ncw8z8L+o52jnYo5/I59DyDXGrqkdq52W5kpcFj45dh89vW2wb3onve2/u/Mdckty4Sn0xMy2M6t1zDcFOSGIzyyE0Surq6kJC6YmjfuRLUtblCEqwaid12FuaqJzKni4vyMOh6fiRNRzLOz39irzFAqF0tho8lHAbxIOQi42vNdWpRAYMRhY/16bGlv/pu0Ox7Q94UjKKcLpB+m4FPOi0raJ2UU4eT8d/z3OxINnItxKzIGxUfWmhcWlcnxy7D4AwKaSKefy3Hh+A//E/wMGGPiy65dvdK1fQ/B1MseBDzpj+3j/hhbFYOb0boaE9e/go4HeuJP8EneSc3W279fSDlI5wflHGfUkIYVCoVAAagFstLwsKgXXxEgj6nNsR1f09LZBUnYx3K1Na2Xqt4W9ACUyObILSjF3fwTYLCZivx6ktW23ZtZYNbgVPKxNMbOnB8Slimr7Bf4T+Uz1/+P3nqGTh2WlwSBimRhf3fgKADCuxTi0s21XrWO+SQhNjdHVyxoAkFMowa6wRFjx2JjevfEmuy5LTWRrxsHOCe0h1xOp7mzOxQfdPWBr9uakuqFQKJS3AaoANkIUCgL/tRcAAHc/7w8rvvrLsaYl2CpydE5XAMogk07ulmDpsOi1dRairbOwxsdMF4nx2fEHqmV9AS2/3P8FaYVpsDO1w6L2i2p8/DeNdFEJdoQkwEbQuBXAMsw4xhjU1kFvO1szDqZ2c6f+fxQKhVLPUAWwEVKWGw0AuPUY8ekg5OKv2fVTB7kqAS1PXj7Bnug9AIBPO38KnnHTqRt7KeYFXhZJ0dZZiCmBbnp9NBua2IwC/HUnFQ5Cjlrd6MqYfyACV59kY8tYv2pFhFMoFAqlelAFsBFiasJCwvp3UCKVa9QCbmgUCoL0/BJEPxOBz2bB0ZwLD+uqK2SGBrQoiAJf3fgKMiJDX5e+6OvatGrGLjoUiYISGf77qBe+HNamocXRS9rLYvx+LRHWfDZ8nc3hIOTAxbLyICUTIyZYTAakMloGhEKhUOoTGgTSSDFiMsBjs+ql6sOWC3EY/dN1nH+o3xG/oESGbhsvYdYfdzHht1vYciGuWsc0NKDlaNxRRGZFwpRlipWdV1brWG8yXTyt0KO5NZiNuPpHeTyseZjdqxl4bCOM+fkGvj8fq7N9B3dLyBQEpx48R7pIXE9SUigUCoVaAClIyCpEeNJL2AvTse2/J/CxE2Dz2HZa2wo4LHCMmSiRKmDNZ8PFsvq+iPoCWrLF2dh6dysAYGH7hbDn2Vf7WG8qv05WplCRyZWl/xpzGTgA8LThY8WgFnC24OL3a4lw0FJOsDx3X0UJX47LRreNl2pc2YZCoVAohkEVwEZI2sti7AlLgp0ZBzN71n2N22nd3PFuWweki0rwv6jnYOmoycpkMvD4q+BaU0R0BbRsCt+EAmkBWlm1wjifcbVyvDeVn688xeYLcZjY2fWNmAqe2MUNE7XksixPukiMSzGZquXaqGxDoVAoFMOgCmAj5HleCX67lghPa169KIABbsrqH9mFEnja8PQmG64PK9TN9Js4nXgaTAYTqwNXN5lyb5WRXyKFXEHAMmrcXhuEEEhkCkhkCgi5ukvB1UdlGwqFQqFohyqAjRBbARuzennqfYHWNtZ8Nnr72NbrMbVRKi/FupvrAABjfcaitVXTrRO7MzQBxyLS8F57J9xc2a/aFVfqixf5EnTZ8B9YTAbi17+js21dVbahUCgUin4a99ukieJuzcPKQS0xt7dXvRwvq0CC8KRcxGTkG9T+0O0UuK84BfcVpxCR8rLW5dn7cC+S8pNgxbHCfP/5td7/m0RecSniMwuRW1gKeyEHlrzGnS+vLGpdpiCY9Pst3EmqvBJIXVW2oVAoFIp+qAWQgrPR6Vj170O0djTDsiAfOAq58LEXVNo+Kk2k+r+4VF5pu+qQVpCGn+//DABY1nEZzEzMarX/N40xHV3Qy8cGrjpSqTQmzLgsPPhiIMb8fBNXn2Rjald3ne3rorINhUKhUPRDFcBGSKlMgQyRGGkvxfCw4dX5S9GKz4aHNQ8Pn+dj2u5wDG/niK3jKq8/+05be2QVSOBiqVtRrA7f3P4GErkEHe074l2Pd2u17zeRZjZ8NLPh4+DtFOSLpXinrYPOvHoNDYPBgIBjjBWDWuCFqAStHPUr8LVd2YZCoVAo+qEKYCNk6V+ROHk/HQDAZKDOU2O809YB77R1wNG7adgdlqjX2tSjuQ16NLepdTkup15GaFooWEwWPu/8eaNPeVKf7AlLQuyLArR2FDZqBbCMXt61f39QKBQKpfagCmAjI10kxqlXyh9Qv6kxRgU4Y1SAYeW40kViJGYXwcO6diyUErkEG29vBABMajUJnuZ1H/38JiAqluJ2Ui6MmAyM8HeCozmnoUXSy8+XE5BTVIrp3TxgL2z88lIoFEpThCqAjYzE7CJULIrV2FJj7L2ehC9OPARB7Vko90TvQVphGmy5tpjtO7t2BH0LSM4twsx9d+Ag5GBLJcm5Gxt7richXVSCZjY8jA5wAVNHXkkKhUKhNAw0CriRUZYaozx1nRojXSTGtN238cHecIPalil/wGsLZU3KeD0vfI7fHvwGQBn4YWrc+Kc46wsrPht+zkK0dRI2tCgGE9RaWbFl+bEHGh8zFAqFQmkcUAWwkdEQqTHkCoKQ2CxcfJyJMT/dwPF7aZW21WWhrC7f3fkOJfISdLDrgGD34Gr38zbiZM7FP/O64edJAQ0tisHM6uUJdytTuFhyYUStfxQKhdIooVPAjZD6To1hzWfj25G+WHPiIW4n5aJvy8qTQdd28t7rz6/jQvIFGDGMsLLzShr4oYV0UQl6fBsCS54Jwj/r39Di6MVByEXox30aWgwKhUKh6IAqgI2U+kyNwTE2wpiOLmjlaIbU3GI0t6s8tUuZhfLTv6MhJ6RGFkqpQqoK/BjfYjy8LbyrfQ5vMwUlMsgVBPKKddMaMTK5AgAafek6CoVCaapQBZCioo2TEG0M8DWrLQvloZhDSBQlwpJjiTnt5lSrj6bA5guxEHBY+HLom1ESb86fd3EmOgPrR7TF+53rLn0RhUKhUKoP/TynAACevCjA3eRcFElkBrV3EHIR2Myq2spfbkkudkbuBAAs9F/Y5Ct+6CLtpRgFJTLwOW/G99qNpzkAgG/OxtQoOIhCoVAodQdVACkAgCm7bmPkzhs4eDsFL4tK6/x4/3fv/1AgLUBLy5YY7jW8zo/3JrN6cCscmNkZ/i7mDS2KQXR0twQAiMRSdNt4CYfDUxpYIgqFQqFUhCqAFACA86vqEl+feoxbibl1eqyY3BgcjTsKAFjeaTmMmEZ1erw3HY6xEcKeZONQeGqjt6ili8T47/EL1XJtpAmiUCgUSu1DFUAKAOCvWYEY7OsAD2sezLh1N9VICMHG2xtBQDDIfRAC7N6c9CYNxU+XE7AjNAEbz8Q0eotaYnYRKsaq1DRNEIVCoVBqnzfDqYhSL/zf++3r/Bjnk8/j7ou74BhxsCRgSZ0f700nXSTG2YcZquX6LA1YHWo7TRCFQqFQ6gZqAaTUGxK5BJvvbAYATGszDQ58hwaWqPGTmF0E8gZZ1BoikTmFQqFQqg61AFIAAPtuJOFybBZGtHfCYF/HOjnGH4/+wPOi57AztcO0NtPq5BhvG2+iRa2+E5lTKBQKpepQCyAFABCbUYD/YjIx/8A9PMurfYf9rOIs/Hr/VwDA4oDF4LKoUmAIb6pFraZpgigUCoVSt1ALIAUAMKydE/bfUgYXSGWKWu//h3s/oFhWDF9rX7zj8U6t9/82Qy1qFAqFQqltqAJIAQB08rDEjvfbQyyVw0bArtW+H+U8wj/x/wAAPun0CZgManiuKvVZGpBCoVAobz9UAaSoeNe39oMyCCH4NvxbEBC84/EO/Gz8av0YFAqFQqFQqgZVACkAgIISKZ7licFiMuFly6+1fv9L+Y+mfaFQKBQKpZFB5+IoAIALj14geOtVjNx5HaRi3pFqUiovxea7yrQvk1tPhj3Pvlb6pVAoFAqFUjOoAkgBAMhf5RkRiaW1VrbrYMxBpBakwpprjRltZtRKnxQKhUKhUGoOVQApAICXxVLV/7t/E1LjcmN5JXn4+f7PAIAF/gtgatx489ZRKBQKhdLUoAogBekiMTaeeaxaLis3VhNL4E/3f0JBaQG8LbwxrNmw2hCTQqFQKBRKLUEVQAoSs4vUKk0ANSs3lihKxOGYwwCAZR2WwYhpVFMRKRQKhUKh1CJUAaSoyo2Vpyblxjbf3QwZkaGXcy8EOgbWgoQUCoVCoVBqE6oAUmq13Fh4RjhCU0NhxDDC0oCltSwphUKhUCiU2oDmAaQAqJ1yYwqiwHd3vgMAjPIeBU9zz9oWk0KhUCgUSi1AFUCKipqWGzudeBqPch6BZ8zDHL85tSgZhUKhUCiU2oROAVNqBYlcgu0R2wEAH7T9AFZcqwaWiEKhUCgUSmVQBZBSK+x/vB/pRemwM7XDxJYTG1ocCoVCoVAoOqAKIKXGvCx5iV/v/woAWNh+ITgsTgNLRKFQKBQKRRdUAaTUmJ/v/4xCaSFaWLbAYM/BDS0OhUKhUCgUPVAFkFIjUvJTVEmfP+rwEZgMektRKBQKhdLYoW9rSo3Yfm87ZESG7k7d0cWhS0OLQ6FQKBQKxQCoAkipNvez7uNc0jkwwMDi9osbWhwKhUKhUCgGQhVASrUghGDz3c0AgKHNhsLH0qeBJaJQKBQKhWIoTVoB3LBhAzp27AiBQABbW1sMHz4csbGxDS3WG8HltMu4++Iu2EZszPef39DiUCgUCoVCqQJNWgG8fPky5s2bh5s3b+LChQuQSqUYOHAgioqKGlq0Ro1MIcOWu1sAABNbToQ9z76BJaJQKBQKhVIVmnQpuLNnz6ot79mzB7a2trh79y569uzZQFI1fv6N/xdPRU8hZAsxve30hhaHQqFQKBRKFWnSFsCKiEQiAIClpWUDS9J4EcvE+DHyRwDALN9ZMDMxa2CJKBQKhUKhVJUmbQEsj0KhwOLFi9GtWze0adNGaxuJRAKJRKJazs/Pry/xGg37H+9HpjgTjjxHjPUZ29DiUCgUCoVCqQbUAviKefPmITo6GocOHaq0zYYNGyAUClU/FxeXepSw4ckrycOuB7sAAPP958PEyKSBJaJQKBQKhVIdqAIIYP78+Th58iRCQkLg7OxcabuVK1dCJBKpfqmpqfUoZcPz24PfUCAtgI+FD971fLehxaFQKBQKhVJNmvQUMCEECxYswPHjxxEaGgoPDw+d7dlsNthsdj1J17h4XvgcB2IOAACWBCyhJd8oFAqFQnmDadIK4Lx583DgwAH8+++/EAgEyMjIAAAIhUJwudwGlq5xsSNyB6QKKTrbd0ZXx64NLQ6FQqFQKJQa0KTNODt37oRIJELv3r3h4OCg+h0+fLihRWtUPHn5BP9L+B8AYHHAYjAYjAaWiEKhUCgUSk1o0hZAQkhDi/BGsP3edhAQDHAbgDbW2iOkKRQKhUKhvDk0aQsgRT+RmZEITQ2FEcMIC/wXNLQ4FAqFQqFQagGqAFIqhRCiKvk23Gs4PIS6g2QoFAqFQqG8GVAFkFIp155dQ0RmBEyYJpjtN7uhxaFQKBQKhVJLUAWQohUFUWBbxDYAwPst34c9z76BJaJQKBQKhVJbUAWQopWziWcR+zIWfGM+ZrSZ0dDiUCgUCoVCqUWoAkjRQKqQ4v8i/w8AMLX1VJhzzBtWIAqFQqFQKLUKVQApGhx/chypBamw5FhiUqtJDS0OhUKhUCiUWoYqgBQ1SmQl+DnqZwDAh74fwtTYtIElolAoFAqFUttQBZCixqGYQ8gUZ8KB54DR3qMbWhwKhUKhUCh1AFUAKSoKSwvxW/RvAIA5fnNgYmTSwBJRKBQKhUKpC6gCSFGx99FeiCQieAg9MKTZkIYWh0KhUCgUSh1BFUAKACC3JBf7Hu4DAMxvNx8sZpMuE02hUCgUylsNfcvXA3K5HFKptKHF0MnBBwchZArhb+uPHnY9UFJS0tAiUSgUCoVSJ5SWlsLNzQ2lpaVN9n3HIISQhhbiTSU/Px9CoRAikQhmZmYa2wkhyMjIQF5eXv0LVwXkCjkyizNBQGDJsQSHxWlokSgUCoVCqTMUCgVSU1Ph4uICJrNpToZSC2AdUqb82drawtTUFAwGo6FF0kpmUSZIKQGXxYUT36nRykmhUCgUSm0gl8shFovh7u4OIyOjhhanQaAKYB0hl8tVyp+VlVVDi1MppfJSFJJCMI2ZcBA6gGvMbWiRKBQKhUKpU+RyOQCAw+E0WQWwado964Eynz9T08adSLls6pdvwgfPmNfQ4lAoFAqFQqkHqAJYxzTm6dQSWQlEEhEAwJZr28DSUCgUCoVCqS+oAtiEyRJnAQAEJgI69UuhUCgUShOCKoBNFLFMjHxJPgDA1pRa/+qS0NBQMBiMWosG7927NxYvXlwrfWmjtuV9E5g6dSqGDx9ucPumMkYMBgP//PNPpduTkpLAYDAQGRlZbzJRKJTagSqATZTM4kwAgJAt1Ej7UtcKBuXto6oKFIVS10ilUixfvhxt27YFj8eDo6MjJk+ejOfPn2u0PXXqFDp37gwulwsLCwu993LZBwCDwQCTyYRQKIS/vz8++eQTpKenq7X94osv0K5dO7Xlsn3L/y5evFij8y3rd/bs2WrrIyMjwWAwkJSUpLZ+79696NixI0xNTSEQCNCrVy+cPHmySsf89ddf4efnBz6fD3Nzc/j7+2PDhg0aMgUHB2vsu2nTJjAYDPTu3VttfW5uLhYvXgw3NzeYmJjA0dER06dPR0pKikYfqampmD59OhwdHWFiYgI3NzcsWrQIOTk5AF5/oGj7sVgsdOzYEXv37tX5Qefu7o6tW7fqXGYwGLh586bafosXL9Y4t/z8fKxatQqtW7cGl8uFlZUVOnbsiG+//RYvX76sZJTrDqoANkGKpcUoLC0EANhwbRpYGgqFQlGntLS0xn0UFxcjIiICq1atQkREBP7++2/ExsZi6NChau2OHTuGSZMmYdq0aYiKikJYWBjef/99g44RGxuL58+fIzw8HMuXL8fFixfRpk0bPHjwQOd+rVu3Rnp6utqvZ8+e1T7XMjgcDn7//Xc8efJEZ7tly5Zh1qxZGDt2LO7fv4/bt2+je/fuGDZsGP7v//7PoGPt2rULixcvxsKFCxEZGYmwsDB88sknKCwsVGvn4OCAkJAQpKWlaezv6uqqti43NxddunTBxYsX8dNPPyE+Ph6HDh1CfHw8OnbsiKdPn6raPn36FB06dMCTJ09w8OBBxMfH46effsJ///2HwMBA5ObmwsXFRW2MP/roI9XYp6Wl4cyZMxgzZoxB56sLDoeD5cuX62xTdm67d+/GsmXLcOvWLURERGDdunW4d+8eDhw4UGM5qgyhVBuRSEQAEJFIpLFNLBaTR48eEbFYXOPjPM8rJmHxWeR5XnGN+yKEkMS8RBKdFU3SCtI0tk2ZMoUAUPvFx8eT6dOnE3d3d8LhcIi3tzfZunWr2n4hISGkY8eOxNTUlAiFQtK1a1eSlJSkV5bIyEjSu3dvwufziUAgIO3btyfh4eGq7VevXiXdu3cnHA6HODs7kwULFpDCwkLV9n379pGAgADC5/OJnZ0dGT9+PHnx4oVqe25uLnn//feJtbU14XA4xMvLi+zatUu1/f79+6RPnz6Ew+EQS0tLMnPmTFJQUKA2HsOGDSObNm0i9vb2xNLSksydO5eUlpYaLENISAgBQF6+fKl3PLKzs8m4ceOIo6Mj4XK5pE2bNuTAgQNqbXr16kXmzZtH5s2bR8zMzIiVlRX5/PPPiUKhULXZsWMH8fLyImw2m9ja2pKRI0eqtpWUlJAFCxYQGxsbwmazSbdu3cjt27crlXfNmjXEz89PTYYtW7YQNzc31faK90xISAghhJCUlBQyevRoIhQKiYWFBRk6dChJTEzUOw6EvB77devWEVtbWyIUCsmXX35JpFIpWbZsGbGwsCBOTk5q15MQ/ddUJpORJUuWEKFQSCwtLcnHH39MJk+eTIYNG6ZqI5fLyfr161X3vK+vLzly5EilY6QPffexm5sbWbduHZk2bRrh8/nExcWF/Pzzz6rtEomEzJs3j9jb2xM2m01cXV3J+vXrVdtfvnxJZsyYQaytrYlAICB9+vQhkZGRqu1l1/D3338nLi4uhMfjkTlz5hCZTEa++eYbYmdnR2xsbMjXX3+tJjcA8uOPP5Lg4GDC4XCIh4eH2jgkJiYSAOTevXuqdQ8ePCDBwcGEx+MRW1tbMnHiRJKVlaVzfNzc3MhXX31FJk2aRAQCAZkyZQohhJBr166RXr16ES6XS8zNzcnAgQNJbm4uIcSw56Ait2/fJgBIcnIyIYQQqVRKnJycyG+//aZTvopUdv2Li4uJj48P6datm2pdxedH2/NUG5T1O2DAADJ69GjV+nv37hEAqufuxo0bBADZvn27Rh9Lly4lxsbGJCUlRe/xhg0bRqZOnWqQTIMHD1a7t8LCwoi1tTWZM2cO6dWrl2r97NmzCY/HI+np6Wr9FBcXEycnJxIcHKxaFxwcTJydnUlxsfp7MT09nZiampLZs2dXKg8hyr8D4eHhRCaT6Xye3dzcyJYtW3QuL1y4kJiYmJBTp06p1i9atEjt3GbNmkV4PB559uyZtqHSed/WFdQC2AAUl8pQXCoDKVeEpVSmQHGpDBKZXK3tHzeS0G3jJbz/6y1023gJh8NTIJUr25ZI5Vr7VSgqL+5SJC1CkbQIDAZDq/Vv27ZtCAwMxMyZM1VfTc7OznB2dsaRI0fw6NEjrF69Gp9++in++usvAIBMJsPw4cPRq1cv3L9/Hzdu3MCHH35oUAT0hAkT4OzsjPDwcNy9excrVqyAsbExACAhIQHBwcEYOXIk7t+/j8OHD+PatWuYP3++an+pVIq1a9ciKioK//zzD5KSkjB16lTV9lWrVuHRo0c4c+YMHj9+jJ07d8La2lo5FkVFCAoKgoWFBcLDw3HkyBFcvHhRrX8ACAkJQUJCAkJCQrB3717s2bMHe/bsMViGqlBSUoKAgACcOnUK0dHR+PDDDzFp0iTcvn1brd3evXvBYrFw+/ZtbNu2DZs3b8Zvv/0GALhz5w4WLlyIr776CrGxsTh79qyadeGTTz7BsWPHsHfvXkRERMDLywtBQUHIzc2tlszLli3DmDFjEBwcrLpnunbtCqlUiqCgIAgEAly9ehVhYWHg8/kIDg422MJz6dIlPH/+HFeuXMHmzZuxZs0aDB48GBYWFrh16xZmz56NWbNmqawLhlzT77//Hnv27MGuXbtw7do15Obm4vjx42rH3bBhA/bt24effvoJDx8+xJIlSzBx4kRcvny5yuNjyH1cJleHDh1w7949zJ07F3PmzEFsbCwAYPv27Thx4gT++usvxMbGYv/+/XB3d1ftO3r0aGRmZuLMmTO4e/cu2rdvj379+qld04SEBJw5cwZnz57FwYMH8fvvv+Pdd99FWloaLl++jG+++Qaff/45bt26pSbXqlWrMHLkSERFRWHChAkYN24cHj9+rPVc8/Ly0LdvX/j7++POnTs4e/YsXrx4YZCV5bvvvoOfnx/u3buHVatWITIyEv369UOrVq1w48YNXLt2DUOGDFHlbwN0PwfaEIlEYDAYMDc3BwBERETg2bNnYDKZ8Pf3h4ODAwYNGoTo6Gi98mqDy+Vi9uzZCAsLQ2ZmZrX6qCkbN27EsWPHcOfOHa3bDx48CD6fj1mzZmls++ijjyCVSnHs2DG9x7G3t8fNmzeRnJyst+306dPV/mbu2rULEyZMgImJiWqdQqHAoUOHMGHCBNjb26vtz+VyMXfuXJw7dw65ubnIzc3FuXPnMHfuXHC56gGM9vb2mDBhAg4fPqz2jq1LPDw8MHv2bKxcuRIKhUJju0KhwOHDhzFx4kQ4Ojpq7aNBMobUu8r5FlFdC6Db8pPEbflJkl1Qolr3w39xxG35SbL8aJRq3fO8YlXbsp/nilNk8/lY4rb8JFl4MEKtX/+vzhO35SdJbEa+VnkVCgV5mveURGdFk2cF2r9CCFF+WS9atEjnuc+bN09lVcrJySEASGhoqM59tCEQCMiePXu0bpsxYwb58MMP1dZdvXqVMJnMSi2r4eHhBIDK4jNkyBAybdo0rW1/+eUXYmFhoWaJOXXqFGEymSQjI4MQorRCubm5EZlMpmozevRoMnbs2ErPqaIMVbUWVeTdd98lH330kWq5V69epGXLlmpfjMuXLyctW7YkhBBy7NgxYmZmRvLzNe+DwsJCYmxsTPbv369aV1paShwdHcm3336rVV59FkBCXlvryvPHH38QHx8fNTklEgnhcrnk3Llzes+7bOzlcrlqnY+PD+nRo4dqWSaTER6PRw4ePEgIMeyaOjg4qM6VEKUVyNnZWSV/SUkJMTU1JdevX1eTZ8aMGWT8+PFax0gXhtzHbm5uZOLEiartCoWC2Nrakp07dxJCCFmwYAHp27evVivB1atXiZmZGSkpKVFb36xZM5UVcc2aNcTU1FTtnggKCiLu7u4a47thwwbVMgANS0rnzp3JnDlzCCGaFsC1a9eSgQMHqrVPTU0lAEhsbGylY+Tm5kaGDx+utm78+PFqlrSK6HsOKiIWi0n79u3J+++/r1p38OBBAoC4urqSo0ePkjt37pDx48cTKysrkpOTU+mxdV3/M2fOEADk1q1bhBDtFkAmk0l4PJ7q17Fjx0qPZSjljzNu3DjSt29fQoimBTA4OFinBdLMzEx1fXXx/Plz0qVLFwKAeHt7kylTppDDhw+r3U9lMpWWlhJbW1ty+fJlUlhYSAQCAYmKilKzkmVkZBAAata18vz999+qcb158yYBQI4fP6617ebNmwkAtZmYimOkzQJY/pqU/RgMhl4L4JYtW0hmZiYRCARk3759hBCi9dw2b96sJk/79u1Vxxk3bpzuAa8DqAWwEZOYXaSxTk4Icouq5x9TJC1CsbS4UuufLnbs2IGAgADY2NiAz+fjl19+UTnlWlpaYurUqQgKCsKQIUOwbds2DUfoyli6dCk++OAD9O/fHxs3bkRCQoJqW1RUFPbs2QM+n6/6BQUFQaFQIDExEQBw9+5dDBkyBK6uripHZgAq2ebMmYNDhw6hXbt2+OSTT3D9+nVV/48fP4afnx94vNcJsLt16waFQqGyvABKf53ymeIdHBzUvu71yVAV5HI51q5di7Zt28LS0hJ8Ph/nzp3T6KtLly5qX4yBgYF48uQJ5HI5BgwYADc3N3h6emLSpEnYv38/iouLASitQFKpFN26dVPta2xsjE6dOlVq1akuUVFRiI+Ph0AgUF0/S0tLlJSUqF1nXbRu3VqtTqednR3atm2rWjYyMoKVlZXqeui7piKRCOnp6ejcubNqO4vFQocOHVTL8fHxKC4uxoABA9TuvX379hksd8Vx0HcfA4Cvr6/q/wwGA/b29qrzmjp1KiIjI+Hj44OFCxfi/Pnzav0XFhbCyspK7RiJiYlq8rq7u0MgEKiNZatWrTTGt6LlKjAwUGO5snslKioKISEhanK0aNECgPLe279/v9q2q1evqvYtfw0AqCyAutD1HJRHKpVizJgxIIRg586dqvVl1prPPvsMI0eOREBAAHbv3g0Gg4EjR44AUN6DZfIOGjRIpzwAVFYnXRYdHx8fREZGqn6GWNyqwtdff42rV6+q3SfaZKwJDg4OuHHjBh48eIBFixZBJpNhypQpCA4O1rCCGRsbY+LEidi9ezeOHDkCb29vtfu9urLVxnmU5+rVq2rXJTIyslKLXUVsbGywbNkyrF692uAZjuPHjyMyMhJBQUEQi8U1Eb1a0FJwDcCjr4IAAFzj10rFhz2bYXp3DxgxX//R8LDmgckAys/oGjEYmNnTAyvfaQFmhT8w15b3AQBwWJplbQghqshfC44FjI2MDZb30KFDWLZsGb7//nsEBgZCIBBg06ZNalNFu3fvxsKFC3H27FkcPnwYn3/+OS5cuIAuXbro7PuLL77A+++/j1OnTuHMmTNYs2YNDh06hBEjRqCwsBCzZs3CwoULNfZzdXVVTfcFBQVh//79sLGxQUpKCoKCglQP4KBBg5CcnIzTp0/jwoUL6NevH+bNm4fvvvvO4PMvm5Iug8FgqP7AGSJDVdi0aRO2bduGrVu3qqIXFy9eXKW+BAIBIiIiEBoaivPnz2P16tX44osvEB4eXmV5AIDJZGr8oS2rdKOLwsJCBAQEYP/+/RrbbGwM+wDRNva6rkdtUObEfurUKTg5OaltY7PZ1epP131chq7zat++PRITE3HmzBlcvHgRY8aMQf/+/XH06FEUFhbCwcEBoaGhGv2XTXVW1n9tj2VhYSGGDBmCb775RmObg4MDFAqFmvJdfnzLK+0ANKb2qkuZ8pecnIxLly7BzMxMTSYAaNWqlWodm82Gp6en6qPr9OnTqvvdEJnKlOPyU/QVMTExgZeXV5XPxVCaNWuGmTNnYsWKFfj999/Vtnl7e+PatWsoLS1Vm4IFgOfPnyM/Px/e3t4GH6tNmzZo06YN5s6di9mzZ6NHjx64fPky+vTpo9Zu+vTp6Ny5M6KjozF9+nSNfmxsbGBubl7px8Xjx4/BYDDg5eUFQggYDAYeP36MESNGaG1rYWFh8N+ZMjw8PNSeGUD5gWgoS5cuxY8//ogff/xRbX3ZuZU3LACvn3+BQNAgKaWoBbABMDVhwdSEpfaFaMJiwtSEBXY55c1ByMWG99rC6FU7IwYD699rA1dLHkxNWOAYG2ntl8nU/PIslBZCLBODyWDCmmutUz4TExO1L+iwsDB07doVc+fOhb+/P7y8vLRaQvz9/bFy5Upcv34dbdq0MTiqydvbG0uWLMH58+fx3nvvYffu3QCUL71Hjx7By8tL42diYoKYmBjk5ORg48aN6NGjB1q0aKHV78bGxgZTpkzBn3/+ia1bt+KXX34BALRs2RJRUVEoKnptaQ0LCwOTyYSPj49Bshsqg6GEhYVh2LBhmDhxIvz8/ODp6Ym4uDiNdhX9tG7evInmzZurLJUsFgv9+/fHt99+i/v37yMpKQmXLl1Cs2bNYGJigrCwMNW+UqkU4eHhai/B8tjY2CAjI0NNCayY963iPQMor9+TJ09ga2urcf2EQmGVxsVQ9F1ToVAIBwcHtfGTyWS4e/euarlVq1Zgs9lISUnRkNvFxaXKMum7jw3FzMwMY8eOxa+//orDhw/j2LFjyM3NRfv27ZGRkQEWi6XRf5m/a02omN7i5s2baNmypda27du3x8OHD+Hu7q4hC4/Hg0AgUFunS6Hy9fXFf//9p1M2fc9BmfL35MkTXLx4UaMue0BAANhsttqLWSqVIikpCW5ubgAANzc3lbwVPwgqIhaL8csvv6Bnz55VVj5qm9WrVyMuLg6HDh1SWz9u3DgUFhbi559/1tjnu+++g7GxMUaOHFmtY5b9DSn//JXRunVrtG7dGtHR0VqjrJlMJsaMGYMDBw4gIyNDbZtYLMaPP/6IoKAgWFpawsrKCgMGDMCPP/6oYTnLyMjA/v37MXbs2Hr3q+Pz+Vi1ahXWrVuHgoIC1fqyc/vzzz+1piFqKKgC2MgZ29EV11b0wcGZXXBtRR+M7eiqf6cKaFj/mLqtf+7u7rh16xaSkpKQnZ2N5s2b486dOzh37hzi4uKwatUqNWtSYmIiVq5ciRs3biA5ORnnz5/HkydPKn1JlCEWizF//nyEhoYiOTkZYWFhCA8PV+23fPlyXL9+HfPnz0dkZCSePHmCf//9V+U87+rqChMTE/zwww94+vQpTpw4gbVr16odY/Xq1fj3338RHx+Phw8f4uTJk6r+J0yYAA6HgylTpiA6OhohISFYsGABJk2aBDs7O4PG1hAZqkLz5s1x4cIFXL9+HY8fP8asWbPw4sULjXYpKSlYunQpYmNjcfDgQfzwww9YtGgRAODkyZPYvn07IiMjkZycjH379kGhUMDHxwc8Hg9z5szBxx9/jLNnz+LRo0eYOXMmiouLMWPGDK0y9e7dG1lZWfj222+RkJCAHTt24MyZM2pt3N3dcf/+fcTGxiI7OxtSqRQTJkyAtbU1hg0bhqtXryIxMRGhoaFYuHChRkqI2sKQa7po0SJs3LgR//zzD2JiYjB37ly1r2+BQIBly5ZhyZIl2Lt3LxISEhAREYEffvgBe/furbJM+u5jQ9i8eTMOHjyImJgYxMXF4ciRI7C3t4e5uTn69++PwMBADB8+HOfPn0dSUhKuX7+Ozz77rNJAgKpw5MgR7Nq1C3FxcVizZg1u375dqezz5s1Dbm4uxo8fj/DwcCQkJODcuXOYNm2axgeCPlauXInw8HDMnTsX9+/fR0xMDHbu3Ins7GxVG13PgVQqxahRo3Dnzh3s378fcrkcGRkZyMjIUFnUzczMMHv2bKxZswbnz59HbGws5syZA0AZWKOPzMxMZGRk4MmTJzh06BC6deuG7OxstWnmhsLOzg5Lly7F9u3b1dYHBgZi0aJF+Pjjj/H9998jISEBMTEx+Pzzz7Ft2zZ8//33Bn3ozJkzB2vXrkVYWBiSk5Nx8+ZNTJ48GTY2NhpuA2VcunQJ6enpGla2MtavXw97e3sMGDAAZ86cQWpqKq5cuYKgoCBIpVLs2LFD1fb//u//IJFIEBQUhCtXriA1NRVnz57FgAED4OTkhHXr1hk+WLXIhx9+CKFQqGEAWb9+PZycnNCpUyfs2rUL9+/fR0JCAo4fP44bN26ouRnVG/XudfgWUV9pYGqKqEREorOiyaPsR0Qql+ptHxsbS7p06UK4XC4BQGJiYsjUqVOJUCgk5ubmZM6cOWTFihUqZ9qMjAwyfPhw4uDgQExMTIibmxtZvXq1mjOwNiQSCRk3bhxxcXEhJiYmxNHRkcyfP19tzG7fvk0GDBhA+Hw+4fF4xNfXl6xbt061/cCBA8Td3Z2w2WwSGBhITpw4oeGU3rJlS8LlcomlpSUZNmwYefr0qWp/Q9PAlKdieL8+GaoSMJCTk0OGDRtG+Hw+sbW1JZ9//rlGipJevXqRuXPnktmzZxMzMzNiYWFBPv30U5Uz/NWrV0mvXr2IhYUF4XK5xNfXlxw+fFi1v1gsJgsWLCDW1tYGpYEhhJCdO3eq0odMnjyZrFu3Ti0IJDMzU3WdUC4NTHp6Opk8ebLqWJ6enmTmzJlan5mKaBt7bQFKFZ2y9V1TqVRKFi1aRMzMzIi5uTlZunSpxhgrFAqydetW4uPjQ4yNjYmNjQ0JCgoily9frnSMdKHvPq54DoQQ4ufnR9asWUMIUQa3tGvXjvB4PGJmZkb69etHIiJeB4Hl5+eTBQsWEEdHR2JsbExcXFzIhAkTVOk8tAXyGDK+AMiOHTvIgAEDCJvNJu7u7mr3krY0MHFxcWTEiBHE3NyccLlc0qJFC7J48WKdaS60nT8hhISGhpKuXbsSNptNzM3NSVBQkGrM9T0HZbJp+5Xdn4Qog6A++ugjYmtrSwQCAenfvz+Jjo6uVFZCXl9/AITBYBCBQED8/PzIxx9/rJHCZNWqVSQgIEC1XNdpYMojEomItbW1WhBIGb///jsJCAggHA6H8Hg80qNHD3LixAmDj3f06FHyzjvvqP7uOzo6kpEjR5L79+/rlKk8Ff+WEkJIVlYWWbBgAXFxcSHGxsbEzs6OTJ06VZW6pzxJSUlkypQpxM7OTnXfL1iwgGRnZ2s9Xl2lgal47x44cIAA0Di3vLw8snLlStKiRQvCZrNVf59XrVqlM+iormAQUk9x0m8h+fn5EAqFEIlEan4lgDKdR2JiIjw8PMDhcCrpoe4hhCBBlACJTAJrrjXseIZZtigUCqUx07t3b7Rr106tKkNjZPbs2UhLS6tylQ1K3SKXy3Hv3j34+/s3jPWtEUCngN9y8kvzIZFJwGQwYcW10r8DhUKhUGpMQUEBrly5gr///hv9+/dvaHEoFA2oAvgWQ8r5/llxrcBi1n/Qd/kUChV/2qJD33YGDRpU6XisX7++ocWrVyobh4rpQRo79JpStLF69WqMGjUKI0aM0KjPWxm6ngkjI6N6fV7off32Q6eAa0BjnwLOk+ThWcEzGDGM0NyiOYyY9W/mTk5OrjRliJ2dnVpesqbAs2fPKs33ZGlpCUtLy3qWqOGIj4+vdJuTk1OtpQGpa+g1pdQWup4JsVhc6TNRF8/L235f0ylgmgfwrYUQgqziLABK619DKH8AVKkUKEr0pZFoStRlHrT6hF5TSm3RmJ4Jel+//dAp4LcUkUSEUnkpjJhGsOS82V9qFAqFQqFQaheqAL6FEEKQJX5l/eM0nPWPQqFQKBRK44QqgG8heZI8av2jUCgUCoVSKVQBfMtQEIXK+mfNtabWPwqFQqFQKBpQBfAtQyQRQSqXwohpBAu2RUOLQ6FQKBQKpRFCFcC3CGr9a5yEhoaCwWCo1ZutCb1798bixYtrpS9t1La8bwJTp07F8OHDDW7fVMaIwWDgn3/+qXR7UlISGAwGIiMj600mCoVSO1AF8C2ivPWvJr5/da1gUN4+qqpAUSh1jVQqxfLly9G2bVvweDw4Ojpi8uTJeP78uUbbU6dOoXPnzuByubCwsNB7L5d9ADAYDDCZTAiFQvj7++OTTz5Benq6WtsvvvgC7dq1U1su27f87+LFizU637J+g4ODNbZt2rQJDAYDvXv3Vlufm5uLxYsXw83NDSYmJnB0dMT06dORkpICACgtLYW1tTU2btyo9Zhr166FnZ0dpFIp9uzZA3Nzc9W2PXv2aJUnLy8PDAYDoaGhautDQkIwePBg2NjYgMPhoFmzZhg7diyuXLlS5bFo0aIF2Gw2MjIyVOuGDBmidWwA4OrVq2AwGLh//77qo0bb7+bNm2rnVnb9HRwcMHbsWNW4GSJPVc+9/D1X8VdZv+V5+PAhRo4cCXd3dzAYDGzdupUqgG8LFa1/TAa9tBQK5c2ktLS0xn0UFxcjIiICq1atQkREBP7++2/ExsZi6NChau2OHTuGSZMmYdq0aYiKikJYWBjef/99g44RGxuL58+fIzw8HMuXL8fFixfRpk0bPHjwQOd+rVu3Rnp6utqvZ8+e1T7XMhwcHBASEoK0tDS19bt27YKrq6vautzcXHTp0gUXL17ETz/9hPj4eBw6dAjx8fHo2LEjnj59ChMTE0ycOBG7d+/WOBYhBHv27MHkyZNhbGysVR4Wi4WLFy8iJCREp9w//vgj+vXrBysrKxw+fBixsbE4fvw4unbtiiVLllRpDK5duwaxWIxRo0Zh7969qvUzZszAhQsXNMYGAHbv3o0OHTrA19dXte7ixYsa1yggIEC13czMDOnp6Xj27BmOHTuG2NhYjB492mB5qnvusbGxGnLZ2trqHZfi4mJ4enpi48aNsLe3V64klGojEokIACISiTS2icVi8ujRIyIWi+tFllxxLonOiiaPcx4TuUJe7X6mTJlCAKj94uPjyfTp04m7uzvhcDjE29ubbN26VW2/kJAQ0rFjR2JqakqEQiHp2rUrSUpK0nu8yMhI0rt3b8Ln84lAICDt27cn4eHhqu1Xr14l3bt3JxwOhzg7O5MFCxaQwsJC1fZ9+/aRgIAAwufziZ2dHRk/fjx58eLF63HJzSXvv/8+sba2JhwOh3h5eZFdu3aptt+/f5/06dOHcDgcYmlpSWbOnEkKCgrUxmPYsGFk06ZNxN7enlhaWpK5c+eS0tJSg2UICQkhAMjLly/1jkd2djYZN24ccXR0JFwul7Rp04YcOHBArU2vXr3IvHnzyLx584iZmRmxsrIin3/+OVEoFKo2O3bsIF5eXoTNZhNbW1sycuRI1baSkhKyYMECYmNjQ9hsNunWrRu5fft2pfKuWbOG+Pn5qcmwZcsW4ubmptpe8Z4JCQkhhBCSkpJCRo8eTYRCIbGwsCBDhw4liYmJeseBkNdjv27dOmJra0uEQiH58ssviVQqJcuWLSMWFhbEyclJ7XoSov+aymQysmTJEiIUComlpSX5+OOPyeTJk8mwYcNUbeRyOVm/fr3qnvf19SVHjhypdIz0oe8+dnNzI+vWrSPTpk0jfD6fuLi4kJ9//lm1XSKRkHnz5hF7e3vCZrOJq6srWb9+vWr7y5cvyYwZM4i1tTURCASkT58+JDIyUrW97Br+/vvvxMXFhfB4PDJnzhwik8nIN998Q+zs7IiNjQ35+uuv1eQGQH788UcSHBxMOBwO8fDwUBuHxMREAoDcu3dPte7BgwckODiY8Hg8YmtrSyZOnEiysrJ0jo+bmxv56quvyKRJk4hAICBTpkwhhBBy7do10qtXL8Llcom5uTkZOHAgyc3NJYQY9hxU5Pbt2wQASU5OJoQQIpVKiZOTE/ntt990yleRyq5/cXEx8fHxId26dVOtq/j8aHueaoOyfgcPHqx2HcPCwoi1tTWZM2cO6dWrl2r97NmzCY/HI+np6Rrn4OTkRIKDgwkhyucJALl69apau7IxePz4MSGEkN27dxOhUKjaXrY8c+ZM0qlTJ9X6ly9fqv2NSE5OJsbGxmTJkiVaz0vX9dTG1KlTyYoVK8iZM2eIt7e3ar1UKiV2dnZk7dq1hBDl34Hw8HCSl5dH+Hw+2blzJyFE+z1dkYrnSggh27dv16oPVCYPIVU796r+zdGFm5sb2bJlC6FmovqEEKC0qNZ/CkkBsvNTwJCKYW1kCqZUrN6mCtX+tm3bhsDAQMycOVP1deHs7AxnZ2ccOXIEjx49wurVq/Hpp5/ir7/+AgDIZDIMHz4cvXr1wv3793Hjxg18+OGHYDAYeo83YcIEODs7Izw8HHfv3sWKFStUX5MJCQkIDg7GyJEjcf/+fRw+fBjXrl3D/PnzVftLpVKsXbsWUVFR+Oeff5CUlISpU6eqtq9atQqPHj3CmTNn8PjxY+zcuRPW1tYAgKKiIgQFBcHCwgLh4eE4cuQILl68qNY/oDTPJyQkICQkBHv37sWePXuwZ88eg2WoCiUlJQgICMCpU6cQHR2NDz/8EJMmTcLt27fV2u3duxcsFgu3b9/Gtm3bsHnzZvz2228AgDt37mDhwoX46quvEBsbi7Nnz6pZFz755BMcO3YMe/fuRUREBLy8vBAUFITcMWXLPgAAQM9JREFU3Nxqybxs2TKMGTMGwcHBqnuma9eukEqlCAoKgkAgwNWrVxEWFgY+n4/g4GCDLTyXLl3C8+fPceXKFWzevBlr1qzB4MGDYWFhgVu3bmH27NmYNWuW6qvekGv6/fffY8+ePdi1axeuXbuG3NxcHD9+XO24GzZswL59+/DTTz/h4cOHWLJkCSZOnIjLly9XeXwMuY/L5OrQoQPu3buHuXPnYs6cOYiNjQUAbN++HSdOnMBff/2F2NhY7N+/H+7u7qp9R48ejczMTJw5cwZ3795F+/bt0a9fP7VrmpCQgDNnzuDs2bM4ePAgfv/9d7z77rtIS0vD5cuX8c033+Dzzz/HrVu31ORatWoVRo4ciaioKEyYMAHjxo3D48ePtZ5rXl4e+vbtC39/f9y5cwdnz57FixcvMGbMGL3j9N1338HPzw/37t3DqlWrEBkZiX79+qFVq1a4ceMGrl27hiFDhkAul6v20fUcaEMkEoHBYKimKiMiIvDs2TMwmUz4+/vDwcEBgwYNQnR0tF55tcHlcjF79myEhYUhMzOzWn3UlOnTp6v9fdq1axcmTJgAExMT1TqFQoFDhw5hwoQJr61Br+ByuZg7dy7OnTuH3NxctG3bFh07dsSuXbvU2u3evRtdu3ZFixYtdMrzxRdf4MGDBzh69KjW7ceOHYNUKsUnn3yidbsh75EyCgoKcOTIEUycOBEDBgyASCRS1UlmsViYPHky9uzZA1LunXj06FHI5XKMHz/e4ONUJDMzE8ePH4eRkZFaWTld8gC1e+7VosaqZBOmyhZASSEha8zq/ycp1JBPF7169SKLFi3S2WbevHkqq1JOTg4BQEJDQ6t0HEIIEQgEZM+ePVq3zZgxg3z44Ydq665evUqYTGalltXw8HACQGXxGTJkCJk2bZrWtr/88guxsLBQs8ScOnWKMJlMkpGRQQhRWqHc3NyITCZTtRk9ejQZO3ZspedUUYaafrm9++675KOPPlIt9+rVi7Rs2VLt63D58uWkZcuWhBBCjh07RszMzEh+fr5GX4WFhcTY2Jjs379fta60tJQ4OjqSb7/9Vqu8+iyAhLy21pXnjz/+ID4+PmpySiQSwuVyyblz5/Sed9nYy+WvLdo+Pj6kR48eqmWZTEZ4PB45ePAgIcSwa+rg4KA6V0KUlgFnZ2eV/CUlJcTU1JRcv35dTZ4ZM2aQ8ePHax0jXRhyH7u5uZGJEyeqtisUCmJra6uySixYsID07dtXqzXk6tWrxMzMjJSUlKitb9asmcqKuGbNGmJqaqp2TwQFBRF3d3eN8d2wYYNqGQCZPXu2Wr+dO3cmc+bMIYRoWkvWrl1LBg4cqNY+NTWVACCxsbGVjpGbmxsZPny42rrx48erWdIqou85qIhYLCbt27cn77//vmrdwYMHCQDi6upKjh49Su7cuUPGjx9PrKysSE5OTqXH1nX9z5w5QwCQW7duEUK0WwCZTCbh8XiqX8eOHSs9lqGUHae0tJTY2tqSy5cvk8LCQiIQCEhUVBRZtGiRygKYkZFBAJAtW7Zo7evvv/9WO4effvqJ8Pl81d+0/Px8YmpqqmY5rcwCSAghK1asIN7e3kQqlWpYAGfPnk3MzMzUjn/06FG18bl//75BY/DLL7+Qdu3aqZYXLVqksiYTQsjjx49Vxy6zAHbv3l3t2Su7p7lcrpoMPB5P7dwAEB6PR0xNTVUzHwsXLqySPFU597J7rqJMrVq1MmhsykMtgJQqsWPHDgQEBMDGxgZ8Ph+//PKLyuHV0tISU6dORVBQEIYMGYJt27ZpOEJXxtKlS/HBBx+gf//+2LhxIxISElTboqKisGfPHvD5fNUvKCgICoUCiYmJAIC7d+9iyJAhcHV1hUAgQK9evQBAJducOXNw6NAhtGvXDp988gmuX7+u6v/x48fw8/MDj8dTrevWrRsUCoXK8gIo/XXKf9U5ODiofd3rk6EqyOVyrF27Fm3btoWlpSX4fD7OnTun0VeXLl3Uvg4DAwPx5MkTyOVyDBgwAG5ubvD09MSkSZOwf/9+FBcXA1BagaRSKbp166ba19jYGJ06darUqlNdoqKiEB8fD4FAoLp+lpaWKCkpUbvOumjdujWYzNd/puzs7NC2bVvVspGREaysrFTXQ981FYlESE9PR+fOnVXbWSwWOnTooFqOj49HcXExBgwYoHbv7du3z2C5K46DvvsYgJr/EYPBgL29veq8pk6disjISPj4+GDhwoU4f/68Wv+FhYWwsrJSO0ZiYqKavO7u7hAIBGpj2apVK43xrWi5CgwM1Fiu7F6JiopCSEiImhxlFqKEhATs379fbVt5a0j5awBAZQHUha7noDxSqRRjxowBIQQ7d+5UrVcoFACAzz77DCNHjkRAQAB2794NBoOBI0eOAFDeg2XyDho0SKc8AFTWJV3WGx8fH0RGRqp+x44d09uvoRgbG6v89o4cOQJvb2+1e0ubrPoYP3485HK5atbn8OHDYDKZGDt2rEH7L1++HFlZWRpWxDIqjlVQUBAiIyNx6tQpFBUVaVzPyti1axcmTpyoWp44cSKOHDmCgoICAMpgjK5du6rkSE1NxbVr1zBjxgyNvg4fPqx2jSpGugsEAkRGRuLOnTv4/vvv0b59e6xbt65K8lTn3K9evaom0+nTpw0aG22wqr0npeoYmwKfakag1YSXJXlIL0qHEdMIzc29tAd/GJvW6BiHDh3CsmXL8P333yMwMBACgQCbNm1SmyravXs3Fi5ciLNnz+Lw4cP4/PPPceHCBXTp0kVn31988QXef/99nDp1CmfOnMGaNWtw6NAhjBgxAoWFhZg1axYWLlyosZ+rq6tqui8oKAj79++HjY0NUlJSEBQUpJpiHDRoEJKTk3H69GlcuHAB/fr1w7x58/Ddd98ZfP4VHZwZDIbqxWGIDFVh06ZN2LZtG7Zu3aqKXly8eHGV+hIIBIiIiEBoaCjOnz+P1atX44svvkB4eHiV5QEAJpOp8aKQSqV69yssLERAQAD279+vsc3GxsagY2sbe13XozYoLCwEoIwMdXJyUtvGZrOr1Z+u+7gMXefVvn17JCYm4syZM7h48SLGjBmD/v374+jRoygsLISDg4NGVCUAtajM+hjLwsJCDBkyBN98843GNgcHBygUCjXlu/z4llfaAeVUZG1QpvwlJyfj0qVLMDMzU5MJAFq1aqVax2az4enpqfroOn36tOp+N0SmMuW4/BR9RUxMTODl5VXlczGU6dOno3PnzoiOjsb06dM1ttvY2MDc3LxSRf7x48dgMBgqGc3MzDBq1Cjs3r0b06dPx+7duzFmzBjw+XyD5DE3N8fKlSvx5ZdfYvDgwWrbmjdvDpFIhIyMDNV0NJ/Ph5eXF1gsw1WUR48e4ebNm7h9+zaWL1+uWi+Xy3Ho0CHMnDkTgDIYZMGCBdi+fTv+97//oVmzZqqP9vK4uLjovEZMJlO1vWXLlkhISMCcOXPwxx9/GCxPdc7dw8ND7bmuCdQCWJ8wGIAJr9Z+CmMusuRFIMZcWJm5gMkWaG9bRT8CExMTta+OsLAwdO3aFXPnzoW/vz+8vLy0WkL8/f2xcuVKXL9+HW3atMGBAwcMOp63tzeWLFmC8+fP47333lNFnLVv3x6PHj2Cl5eXxs/ExAQxMTHIycnBxo0b0aNHD7Ro0UKr342NjQ2mTJmCP//8E1u3bsUvv/wCQPnQRkVFoaioSO1cmUwmfHx8DJLdUBkMJSwsDMOGDcPEiRPh5+cHT09PxMXFabSr6Kd18+ZNNG/eXGWpZLFY6N+/P7799ltVaoNLly6hWbNmMDExQVhYmGpfqVSK8PBwtZdgeWxsbJCRkaGmBFb8Gq54zwDK6/fkyRPY2tpqXD+hUFilcTEUfddUKBTCwcFBbfxkMhnu3r2rWm7VqhXYbDZSUlI05HZxcamyTPruY0MxMzPD2LFj8euvv+Lw4cM4duwYcnNz0b59e2RkZIDFYmn0X+bvWhPKUl+UX27ZsqXWtu3bt8fDhw/h7u6uIQuPx4NAIFBbp0uh8vX1xX///adTNn3PQZny9+TJE1y8eBFWVlZq7QMCAsBms9Us/lKpFElJSXBzcwMAuLm5qeSt+EFQEbFYjF9++QU9e/Y0+COnLmjdujVat26N6OhorRHNTCYTY8aMwYEDBzRSiIjFYvz4448ICgqCpeXrdGIzZszAtWvXcPLkSVy/fl2r1UwXCxYsAJPJxLZt29TWjxo1CsbGxlo/GqrC77//jp49eyIqKkrNQrZ06VL8/vvvqnZjxowBk8nEwYMHcerUKUydOrVWfO1WrFiBw4cPIyIiwmB5auvcqwtVAN9g6qrqh7u7O27duoWkpCRkZ2ejefPmuHPnDs6dO4e4uDisWrVKzZqUmJiIlStX4saNG0hOTsb58+fx5MmTSl8SZYjFYsyfPx+hoaFITk5GWFgYwsPDVfstX74c169fx/z58xEZGYknT57g33//VTnPu7q6wsTEBD/88AOePn2KEydOYO3atWrHWL16Nf7991/Ex8fj4cOHOHnypKr/CRMmgMPhYMqUKYiOjkZISAgWLFiASZMmwc7OzqCxMkSGqtC8eXNcuHAB169fx+PHjzFr1iy8ePFCo11KSgqWLl2K2NhYHDx4ED/88AMWLVoEADh58iS2b9+OyMhIJCcnY9++fVAoFPDx8QGPx8OcOXPw8ccf4+zZs3j06BFmzpyJ4uLiSv+g9+7dG1lZWfj222+RkJCAHTt24MyZM2pt3N3dcf/+fcTGxiI7OxtSqRQTJkyAtbU1hg0bhqtXryIxMRGhoaFYuHCh1lQMtYEh13TRokXYuHEj/vnnH8TExGDu3LlqCZ0FAgGWLVuGJUuWYO/evUhISEBERAR++OEHrWkc9KHvPjaEzZs34+DBg4iJiUFcXByOHDkCe3t7mJubo3///ggMDMTw4cNx/vx5JCUl4fr16/jss89w586dKstbkSNHjmDXrl2Ii4vDmjVrcPv27UplnzdvHnJzczF+/HiEh4cjISEB586dw7Rp0wyexitj5cqVCA8Px9y5c3H//n3ExMRg586dyM7OVrXR9RxIpVKMGjUKd+7cwf79+yGXy5GRkYGMjAyVRd3MzAyzZ8/GmjVrcP78ecTGxmLOnDkAoDWlR0UyMzORkZGBJ0+e4NChQ+jWrRuys7PVppkbikuXLiE9Pb1Sa9H69ethb2+PAQMG4MyZM0hNTcWVK1cQFBQEqVSKHTt2qLXv2bMnvLy8MHnyZNVUalXgcDj48ssvsX37drX1rq6u+P7777Ft2zZMmTIFISEhSEpKQkREhKpteRccbUilUvzxxx8YP3482rRpo/b74IMPcOvWLTx8+BCA0sI2duxYfPbZZ8jJycGUKVO09pmTk6O6X8p+JSUllcrg4uKCESNGYPXq1QbLU51zL7vnyv8MmZEpLS1VKaGlpaV49uwZDQKpCQ2ZBkahUJC43DgSnRVNsop1p1ioKrGxsaRLly6Ey+USACQmJoZMnTqVCIVCYm5uTubMmUNWrFihcmzOyMggw4cPJw4ODsTExIS4ubmR1atXqzmXa0MikZBx48YRFxcXYmJiQhwdHcn8+fPVxuz27dtkwIABhM/nEx6PR3x9fcm6detU2w8cOEDc3d0Jm80mgYGB5MSJExpO6S1btiRcLpdYWlqSYcOGkadPn6r2NzQNTHnKO1MbIkNVAgZycnLIsGHDCJ/PJ7a2tuTzzz/XSFHSq1cvMnfuXJUDsYWFBfn0009VzvBXr14lvXr1IhYWFoTL5RJfX19y+PBh1f5isZgsWLCAWFtbG5QGhhBCdu7cqUofMnnyZLJu3Tq1IJDMzEzVdUI5B+/09HQyefJk1bE8PT3JzJkztT4zFdE29toClMocmsvQd02lUilZtGgRMTMzI+bm5mTp0qUaY6xQKMjWrVuJj48PMTY2JjY2NiQoKIhcvny50jHShb77uOI5EEKIn58fWbNmDSHktTM5j8cjZmZmpF+/fiQiIkLVNj8/nyxYsIA4OjoSY2Nj4uLiQiZMmEBSUlIIIdoDeQwZXwBkx44dZMCAAYTNZhN3d3e1e0lbyoy4uDgyYsQIYm5uTrhcLmnRogVZvHixznQe2s6fEEJCQ0NJ165dCZvNJubm5iQoKEg15vqegzLZtP3K7k9ClEFQH330EbG1tSUCgYD079+fREdHVyorIa+vPwDCYDCIQCAgfn5+5OOPP9ZIq7Jq1SoSEBCgWq7rNDCVUfHvFiGEZGVlkQULFhAXFxdibGxM7OzsyNSpU1Vpciqyfv16AkAtiKoMXUEgZchkMtKqVSuNa0AIIRcuXCCDBg0ilpaWhMViETs7OzJ8+HBy9uxZXadNCFEGTpQP9KpIy5Yt1VKtXL9+nQAg3bp1UwvwI0T3fVMWbKbt3Agh5MaNGwQA2bhxY5XkMeTcy99zFX83btzQO0bazotBSBVyhLxlXLlyBZs2bcLdu3eRnp6O48ePV6maQX5+PoRCIUQikZpfCaBM55GYmAgPDw9wOJxalhzIK8nDs8Jnr3z/mtOybxQKpUnRu3dvtGvXDlu3bm1oUXQye/ZspKWl4eTJkw0tCqUccrkc9+7dg7+/v14L49tKk54CLioqgp+fn4apu7FDCFFV/bDiWFHlj0KhUBoZBQUFuHLlCv7++2/079+/ocWhUDRo0grgoEGD8PXXX2PEiBENLUqVEJWKUCovrXHN3/qgfAqFij9t0aFvO4MGDap0PP6/vfsOi+Jq+wf+3RVYlrLAIkWkRVHsWKPok6gBAsbH2GKLGltU7F1jLPhq7CZqfNXExPrESqyvih0USxQUUARRkGIUNIINaQt7//7gxzwMLLAgYNn7c11zXeycMzPn3DOzczgzc3bJkiVvu3jVqqQ4FB0e5F3H+5RpMn/+fHz11Vfo2bMnfH19tVqmtHOiRo0aH8T5UlF8npWuIt+nOn0LuDCJRPJe3AImIsQ+j0VOXg6sjaxhZfT23jTTRmJiYokPqNrY2IjGJdMFDx8+RGZmpsY0pVIpeuvuQxcbG1tiWu3atSttGJCqxvuUVZbSzonMzMwSz4n36XypqMo+zz60W8AV+T7lcQDLITs7G9nZ2cLnly9fVnsZXua8RE5eDqQS6Tvf+wdAGEqB5StrGAldUpXjoFUn3qessnwo50RV4POsdBU5dnT6FnB5LV26FGZmZsJUkTHB3oTo2T85P/vHGGOMsYrhBmA5zJ49Gy9evBCmBw8eVOv2X+W8QnZuNqQSKSwNLctegDHGGGNMA74FXA4ymaxCPwVVGQr3/inlSu79Y4wxxliF6XQDMD09XfTgZHx8PMLDw6FUKkW/0fkuSFelIys3i3v/GGOMMfbGdLoBGBoais6dOwufp06dCgAYMmQItm3b9pZKVRwR4Z+M/9/7Z6iEnlSndxtjjDHG3pBOPwPYqVMnEFGx6V1q/AH5vX+ZuZmQSCSwlHPv3/smKCgIEolE9Huzb6JTp06YPHlypaxLk8ou7/tg6NCh5RoCSldiJJFIcOjQoRLTExISIJFIEB4eXm1lYoxVDp1uAL4PRM/+VVPvX1U3MNiHp7wNKMaqmkqlwqxZs9C0aVMYGxvDzs4O33zzDR49elQs77Fjx9C2bVvI5XJYWFiUeSwX/AMgkUgglUphZmaGFi1aYObMmUhOThblXbBgAZo3by76XLBs4enMmTNvVN+i2ykqLy8Pq1evRtOmTWFoaAgLCwt06dIFly5dEuXbtm2bxvIVHs/2n3/+wZgxY+Do6AiZTAZbW1t4e3uL1hUREYEvv/wS1tbWMDQ0hLOzM/r164cnT55oVZ+DBw+iXbt2MDMzg6mpKRo3biy6LhWUs2HDhsWW9ff3h0QigbOzs2h+ZmYm/Pz8UL9+fRgZGcHT0xP9+vXD7du3i60jLS0NkydPhpOTEwwMDGBnZ4fhw4cjKSlJyKMpToWnBQsWlPpPUtFrrabPEokEe/bsES23Zs2aYnXLycnBypUr0bJlSxgbG8PMzAxubm6YO3euxmMe4AbgO++16jUyVf+/94+f/WOM6YCcnJw3XkdGRgZu3LiBefPm4caNGzhw4ABiYmLw5ZdfivLt378fgwcPxrBhwxAREYFLly7h66+/1mobMTExePToEUJCQjBr1iycOXMGTZo0wa1bt0pdrnHjxkhOThZNn376aYXrWhYiQv/+/bFw4UJMmjQJ0dHRCAoKgoODAzp16lSsl1ehUBQrX2JiopDeu3dvhIWFYfv27bh79y6OHDmCTp06ITU1FUB+A9HDwwNKpRInT55EdHQ0tm7dCjs7O7x+/brM8p49exb9+vVD7969ce3aNVy/fh2LFy8u9qMCxsbGePLkCa5cuSKav3nz5mLP8WdnZ8PT0xNbtmzBDz/8gOjoaKxduxa5ublo27Yt/vrrLyFvWloa2rVrhzNnzuCXX35BbGws9uzZg9jYWLRp0wb3798HAFF81qxZUyxu06dPL3vnlMHQ0BBz584t8QcVCurm5eWFJUuWYOjQobhw4QJu3bqFn3/+GU+fPsW6des0L0iswl68eEEA6MWLF8XSMjMzKSoqijIzM99oG/HP4ynyn0h69OrRG61HW0OGDCEAoik2NpaGDx9Ozs7OZGhoSPXr16c1a9aIlgsMDKQ2bdqQkZERmZmZUfv27SkhIaHM7YWHh1OnTp3IxMSETE1NqWXLlhQSEiKkBwcH07/+9S8yNDQke3t7mjBhAqWnpwvpO3bsoFatWpGJiQnZ2NjQgAED6PHjx0J6Wloaff3111SzZk0yNDQkFxcX2rJli5B+8+ZN6ty5MxkaGpJSqaSRI0fSq1evRPHo3r07rVy5kmxtbUmpVNLYsWMpJydH6zIEBgYSAHr27FmZ8Xj69Cn179+f7OzsSC6XU5MmTWjXrl2iPB07dqRx48bRuHHjSKFQkKWlJc2dO5fUarWQZ/369eTi4kIymYysra2pd+/eQlpWVhZNmDCBrKysSCaTUYcOHejatWslltfPz4/c3NxEZVi9ejU5OTkJ6UWPmcDAQCIiSkpKoj59+pCZmRlZWFjQl19+SfHx8WXGgei/sV+8eDFZW1uTmZkZ/c///A+pVCqaPn06WVhYUO3atUX7k6jsfZqbm0tTpkwhMzMzUiqVNGPGDPrmm2+oe/fuQp68vDxasmSJcMw3a9aM/P39S4xRWco6jp2cnGjx4sU0bNgwMjExIQcHB/r111+F9OzsbBo3bhzZ2tqSTCYjR0dHWrJkiZD+7NkzGjFiBNWsWZNMTU2pc+fOFB4eLqQX7MPNmzeTg4MDGRsb05gxYyg3N5eWL19ONjY2ZGVlRT/88IOo3ABow4YN5OPjQ4aGhvTRRx+J4hAfH08AKCwsTJh369Yt8vHxIWNjY7K2tqZBgwbRP//8U2p8nJycaOHChTR48GAyNTWlIUOGEBHRxYsXqWPHjiSXy8nc3Jw+//xzSktLIyLtzoOirl27RgAoMTGRiIhUKhXVrl2bfv/991LLV1RJ+z8jI4NcXV2pQ4cOwryi54+m86kylLbePXv2EAA6cuRIsbRevXqRpaWlcDxu3bqVzMzMStzOs2fPCAAFBQWVmOfgwYOkp6dHKpWqXHUoMGnSJOrUqVOpeQrKOX78ePr222+F+Q8ePCCZTEbfffed8B1FRLRs2TKSSCTCeZGbm0shISGUk5NDrVu3pkaNGgnHjq+vLxkbG1NycrJomxkZGVS7dm3y8fEpsTxFaTpHCnTs2JEmTZpU6udhw4aRpaUlrV+/Xphf+PuXiGjp0qUklUrpxo0bmkJV4jnBPYDViIiQocrQekrNTEVqZiqy87JhrG9crmULT1SOX/tbu3Yt3N3dMXLkSOG/GHt7e9jb28Pf3x9RUVGYP38+vv/+e+zbtw8AkJubix49eqBjx464efMmrly5glGjRkEikZS5vYEDB8Le3h4hISG4fv06vvvuO+jr6wMA4uLi4OPjg969e+PmzZvYu3cvLl68iPHjxwvLq1QqLFq0CBERETh06BASEhIwdOhQIX3evHmIiopCQEAAoqOjsXHjRtSsWRMA8Pr1a3h7e8PCwgIhISHw9/fHmTNnROsHgMDAQMTFxSEwMBDbt2/Htm3bRM+JllWG8sjKykKrVq1w7NgxREZGYtSoURg8eDCuXbsmyrd9+3bo6enh2rVrWLt2LX766Sf8/vvvAPJfbpo4cSIWLlyImJgYnDhxQtS7MHPmTOzfvx/bt2/HjRs34OLiAm9vb6SlpVWozNOnT0ffvn3h4+MjHDPt27eHSqWCt7c3TE1NERwcjEuXLsHExAQ+Pj5a9/CcO3cOjx49woULF/DTTz/Bz88P//73v2FhYYGrV6/C19cXo0ePxt9//w1Au336448/Ytu2bdiyZQsuXryItLQ0HDx4ULTdpUuXYseOHfjll19w+/ZtTJkyBYMGDcL58+fLHR9tjuOCcrVu3RphYWEYO3YsxowZg5iYGADAzz//jCNHjmDfvn2IiYnBzp07RbeA+vTpgydPniAgIADXr19Hy5Yt4eHhIdqncXFxCAgIwIkTJ7B7925s3rwZXbt2xd9//43z589j+fLlmDt3Lq5evSoq17x589C7d29ERERg4MCB6N+/P6KjozXW9fnz5/jss8/QokULhIaG4sSJE3j8+DH69u1bZpxWrVoFNzc3hIWFYd68eQgPD4eHhwcaNWqEK1eu4OLFi+jWrRvy8vKEZUo7DzR58eIFJBIJzM3NAQA3btzAw4cPIZVK0aJFC9SqVQtdunRBZGRkmeXVRC6Xw9fXF5cuXdL6Vmd12LVrF+rXr49u3boVS5s2bRpSU1Nx+vRprdZV8Puyhw4dEv0yVmG2trbIzc3FwYMHy3X9Kbz87du3tdoPw4cPx759+5CRkQEg/9awj48PbGxsRPl27doFLy8vuLm5ieZLpVJMmTIFUVFRiIiIgFqtxp49ezBw4EDY2tqK8srlcowdOxYnT56s8PdleSkUCsyZMwcLFy4ssfd09+7d8PLyQosWLTSml3gt1tgsZFopbw/g65zX1GRbk2qfXue8Lle9iv4Xosm4ceOEXqXU1NQy/yMsiampKW3btk1j2ogRI2jUqFGiecHBwSSVSkvsWQ0JCSEAQo9Pt27daNiwYRrzbtq0iSwsLEQ9MceOHSOpVEopKSlElN8L5eTkRLm5uUKePn36UL9+/UqsU9EylLe3qKiuXbvStGnThM8dO3akhg0biv6rmzVrFjVs2JCIiPbv308KhYJevnxZbF3p6emkr69PO3fuFObl5OSQnZ0drVixQmN5y+oBJPpvb11h//nPf8jV1VVUzuzsbJLL5XTy5Mky610Q+7y8PGGeq6srffLJJ8Ln3NxcMjY2pt27dxORdvu0Vq1aQl2J8nuB7O3thfJnZWWRkZERXb58WVSeESNG0IABAzTGqDTaHMdOTk40aNAgIV2tVpO1tTVt3LiRiIgmTJhAn332mcb/5IODg0mhUFBWVpZoft26dYVeRD8/PzIyMhIdE97e3uTs7FwsvkuXLhU+AyBfX1/Retu2bUtjxowhouK9G4sWLaLPP/9clP/BgwcEgGJiYkqMkZOTE/Xo0UM0b8CAAaKetKLKOg+KyszMpJYtW9LXX38tzNu9ezcBIEdHR/rzzz8pNDSUBgwYQJaWlpSamlritkvb/wEBAQSArl69SkSaewClUikZGxsLU5s2bUrclrZK6wFs0KBBsfOzQFpaGgGg5cuXE1F+TxYAUfmMjY1FvV5//vknWVhYkKGhIbVv355mz55NERERovV+//33pKenR0qlknx8fGjFihXCOViW9PR0+uKLLwgAOTk5Ub9+/Wjz5s2iY7xwj1vz5s1p+/btpFarqW7dunT48OFi31GGhoai61pBD2Bubi7duHGDANDevXspJSWFANDq1as1lu3AgQOi/aupPIUVnCNyubxYTKVSaZk9gJMmTaKsrCyhl5yo+PevoaEhTZw4UbTdHj16CNtxd3fXWBfuAWRaWb9+PVq1agUrKyuYmJhg06ZNwsOwSqUSQ4cOhbe3N7p164a1a9cWexC6JFOnTsW3334LT09PLFu2DHFxcUJaREQEtm3bJvzHaWJiAm9vb6jVasTHxwMArl+/jm7dusHR0RGmpqbo2LEjAAhlGzNmDPbs2YPmzZtj5syZuHz5srD+6OhouLm5wdjYWJjXoUMHqNVqoecFyH9ep/CPhdeqVUv0331ZZSiPvLw8LFq0CE2bNoVSqYSJiQlOnjxZbF3t2rUT/Vfn7u6Oe/fuIS8vD15eXnByckKdOnUwePBg7Ny5U/jvOC4uDiqVCh06dBCW1dfXx8cff1xir05FRUREIDY2FqampsL+UyqVyMrKEu3n0jRu3BhS6X+/pmxsbNC0aVPhc40aNWBpaSnsj7L26YsXL5CcnIy2bdsK6Xp6emjdurXwOTY2FhkZGfDy8hIdezt27NC63EXjUNZxDADNmjUT/pZIJLC1tRXqNXToUISHh8PV1RUTJ07EqVOnROtPT0+HpaWlaBvx8fGi8jo7O8PU1FQUy0aNGhWLb9GeK3d392KfSzpWIiIiEBgYKCpHgwYNAOQfezt37hSlBQcHC8sW3gcAhB7A0pR2HhSmUqnQt29fEBE2btwozFer1QCAOXPmoHfv3mjVqhW2bt0KiUQCf39/APnHYEF5u3TpUmp5AAg9XqXdAXF1dUV4eLgw7d+/v8z1vikqR0+cqampqHzh4eGintXevXvj0aNHOHLkCHx8fBAUFISWLVuK7owsXrwYKSkp+OWXX9C4cWP88ssvaNCgQZnPRwL5z/YdO3YMsbGxmDt3LkxMTDBt2jR8/PHHwndZYcOHD8fWrVtx/vx5vH79Gl988cUbx6A8ebWxd+/eYjEtesyXRCaTYeHChVi1ahWePn2q1TIbNmxAeHg4hg8frjFmgI6PA1jd5HpyXP36atkZAfz96m+8ynkFc5k5apnUeuPtvok9e/Zg+vTp+PHHH+Hu7g5TU1OsXLlSdKto69atmDhxIk6cOIG9e/di7ty5OH36NNq1a1fquhcsWICvv/4ax44dQ0BAAPz8/LBnzx707NkT6enpGD16NCZOnFhsOUdHR+F2n7e3N3bu3AkrKyskJSXB29tbuMXYpUsXJCYm4vjx4zh9+jQ8PDwwbtw4rFq1Suv6F9ySLiCRSIQLhzZlKI+VK1di7dq1WLNmjfD24uTJk8u1LlNTU9y4cQNBQUE4deoU5s+fjwULFiAkJKTc5QHyb5EU/TIs7YHkAunp6WjVqhV27txZLM3KykqrbWuKfWn7ozKkp6cDyH8ztOgP0Ffkl4DKOo4LlFavli1bIj4+HgEBAThz5gz69u0LT09P/Pnnn0hPT0etWrUQFBRUbP0FtzpLWn9lxzI9PR3dunXD8uXLi6XVqlULarVa1PguHN/CjXYg/3ZbZSho/CUmJuLcuXNQKBSiMgFAo0aNhHkymQx16tQR/uk6fvy4cLxrU6aCxnHRtzQLMzAwgIuLS7nrUlH169cvsdFeML9+/frCPKlUWmb5DA0N4eXlBS8vL8ybNw/ffvst/Pz8RI+/WFpaok+fPujTpw+WLFmCFi1aYNWqVdi+fbtW5a5bty7q1q2Lb7/9FnPmzEH9+vWxd+9eDBs2TJRv4MCBmDlzJhYsWIDBgwdDT69400bbGFhZWcHc3LzUvBKJpNz7z8HBodgy5TnGBw0ahFWrVuGHH34odmzVq1dP1GkB/PfYViqVJa6TewCrkUQigZG+UZmTVCKFSq2CoZ4h7E3ttVqmtEmbZ/EKMzAwEP0HfenSJbRv3x5jx45FixYt4OLiorEnpEWLFpg9ezYuX76MJk2aYNeuXVptr379+pgyZQpOnTqFXr16YevWrQDyL3pRUVFwcXEpNhkYGODOnTtITU3FsmXL8Mknn6BBgwYan7uxsrLCkCFD8Mcff2DNmjXYtGkTAKBhw4aIiIgQPVdx6dIlSKVSuLq6alV2bcugrUuXLqF79+4YNGgQ3NzcUKdOHdy9e7dYvqLPaf3111+oV6+e0FOpp6cHT09PrFixAjdv3kRCQgLOnTuHunXrwsDAQDRcg0qlQkhIiOgiWJiVlRVSUlJEjcCiQxoUPWaA/P137949WFtbF9t/ZmZm5YqLtsrap2ZmZqhVq5Yofrm5ubh+/brwuVGjRpDJZEhKSipWbgcHh3KXqazjWFsKhQL9+vXDb7/9hr1792L//v1IS0tDy5YtkZKSAj09vWLrL3je9U0Ufjuy4LOmoTeA/Lrevn0bzs7OxcpibGwMU1NT0bzSLoDNmjXD2bNnSy1bWedBQePv3r17OHPmDCwtxSMptGrVCjKZTHTxVKlUSEhIgJOTEwDAyclJKG/RfwiKyszMxKZNm/Dpp59q/U9Odejfvz/u3buH//u//yuW9uOPP8LS0hJeXl5vtI1GjRqV+oavgYEB6tatq9VbwJo4OzvDyMhI4/JKpRJffvklzp8/j+HDh2tcvn///jhz5gwiIiJE89VqNVavXo1GjRrBzc0NUqkUffv2xa5du5CSkiLKm5mZiQ0bNsDb27vUhlVVkEqlWLp0KTZu3IiEhARR2oABA3D69GmEhYWVb52VWD5WSZ5m5nfxKmQKyPSq/7eHnZ2dcfXqVSQkJODp06eoV68eQkNDcfLkSdy9exfz5s0T9SbFx8dj9uzZuHLlChITE3Hq1Cncu3evxItEgczMTIwfPx5BQUFITEzEpUuXEBISIiw3a9YsXL58GePHj0d4eDju3buHw4cPCw/POzo6wsDAAOvWrcP9+/dx5MgRLFq0SLSN+fPn4/Dhw4iNjcXt27dx9OhRYf0DBw6EoaEhhgwZgsjISAQGBmLChAkYPHhwsQeIS6JNGcqjXr16OH36NC5fvozo6GiMHj0ajx8/LpYvKSkJU6dORUxMDHbv3o1169Zh0qRJAICjR4/i559/Rnh4OBITE7Fjxw6o1Wq4urrC2NgYY8aMwYwZM3DixAlERUVh5MiRyMjIwIgRIzSWqVOnTvjnn3+wYsUKxMXFYf369QgICBDlcXZ2xs2bNxETE4OnT59CpVJh4MCBqFmzJrp3747g4GDEx8cjKCgIEydOFF7aqGza7NNJkyZh2bJlOHToEO7cuYOxY8eKBnQ2NTXF9OnTMWXKFGzfvh1xcXG4ceMG1q1bp3XPRWFlHcfa+Omnn7B7927cuXMHd+/ehb+/P2xtbWFubg5PT0+4u7ujR48eOHXqFBISEnD58mXMmTMHoaGh5S5vUf7+/tiyZQvu3r0LPz8/XLt2rcSyjxs3DmlpaRgwYABCQkIQFxeHkydPYtiwYcX+QSjL7NmzERISgrFjx+LmzZu4c+cONm7cKLoFVtp5oFKp8NVXXyE0NBQ7d+5EXl4eUlJSkJKSIvSoKxQK+Pr6ws/PD6dOnUJMTAzGjBkDIP/FmrI8efIEKSkpuHfvHvbs2YMOHTrg6dOnotvM1SkzM7PYbca4uDj0798fPXv2xJAhQ7B582YkJCTg5s2bGD16NI4cOYLff/9d1ANLREKsCk9qtRqpqan47LPP8Mcff+DmzZuIj4+Hv78/VqxYge7duwPI/w4aNGgQjh49irt37yImJgarVq3C8ePHhTylWbBgAWbOnImgoCDEx8cjLCwMw4cPh0qlKrGhum3bNjx9+lR45KCoKVOm4OOPP0a3bt3g7++PpKQk3L59G3369EF0dDQ2b94sdJYsWbIEtra28PLyQkBAAB48eIALFy7A29sbKpUK69evL++uqRRdu3ZF27Zt8euvv4rmT5kyBe7u7vDw8MDatWtx48YNxMfH4+TJkwgICBA9wiSi8clAppWqGgYmJy+HktOTKVP1ZkPIVFRMTAy1a9eO5HI5AaA7d+7Q0KFDyczMjMzNzWnMmDH03XffCQ8cp6SkUI8ePahWrVpkYGBATk5ONH/+fNHD5ZpkZ2dT//79ycHBgQwMDMjOzo7Gjx8vitm1a9fIy8uLTExMyNjYmJo1a0aLFy8W0nft2kXOzs4kk8nI3d2djhw5Uuyh9IYNG5JcLielUkndu3en+/fvC8trOwxMYZMmTaKOHTtqXYbyvDCQmppK3bt3JxMTE7K2tqa5c+cWG6KkY8eONHbsWPL19SWFQkEWFhb0/fffCw/DBwcHU8eOHcnCwoLkcjk1a9aM9u7dKyyfmZlJEyZMoJo1a2o1DAwR0caNG4XhQ7755htavHix6CHkJ0+eCPsJhYaBSU5Opm+++UbYVp06dWjkyJEaz5miNMVe0wtKTk5Ooge2y9qnKpWKJk2aRAqFgszNzWnq1KnFYqxWq2nNmjXk6upK+vr6ZGVlRd7e3nT+/PkSY1Saso7jonUgInJzcyM/Pz8iyn+5pXnz5mRsbEwKhYI8PDxEQz68fPmSJkyYQHZ2dqSvr08ODg40cOBASkpKIiLNLwhoE18AtH79evLy8iKZTEbOzs6iY0nTEBd3796lnj17krm5OcnlcmrQoAFNnjy51OFZNNWfiCgoKIjat29PMpmMzM3NydvbW4h5WedBQdk0TQXHJ1H+S1DTpk0ja2trMjU1JU9PT4qMjCyxrET/3f8ASCKRkKmpKbm5udGMGTOKDR0yb948atWqlfC5KoeB0VRXDw8PIso/7leuXEmNGzcmAwMDUigU5O3tTRcvXhStp+AlEE1TcnIyZWVl0XfffUctW7YkMzMzMjIyIldXV5o7dy5lZGQQEVFcXByNHDmS6tevLwzh06ZNG9q6datWdTl37hz17t1buDbY2NiQj48PBQcHi8pZ2nA1RV+UICJ6/fo1zZkzh1xcXEhfX5/MzMyoV69edOvWrWLL//PPPzRhwgRycHAgfX19srGxoaFDhwpDCBVVVcPAFP2+u3z5svByTGFZWVm0bNkycnNzI7lcTjKZjBo0aEBTpkwRvgeKkhBV8pOOOuTly5cwMzPDixcvRM+VAPnDecTHx+Ojjz4SjaDOGGPszXXq1AnNmzfHmjVr3nZRSuXr64u///4bR48efdtFYYXk5eUhLCwMLVq0KLmH7APHt4AZY4yxSvbq1StcuHABBw4cgKen59suDmPFcAOQVanCQygUnTS9Hfqh69KlS4nxWLJkydsuXrUqKQ5Fhwd51/E+ZZrMnz8fX331FXr27AlfX1+tlintnKhRo8YHcb4A+b2iJdVF21ixN8e3gN8A3wIuW2JiYolDhtjY2IjGJdMFDx8+RGZmpsY0pVJZ7W+WvU2xsbElptWuXbvShgGparxPWWUp7ZzIzMws8Zx4n84XIP/lmZcvX2pMUygUsLa2rvIy8C1gHgeQVbGCoRRYvrKGkdAl1TkOWlXifcoqy4dyTpTF2tq6Whp5rHR8C7iKcQcrY4wxxt413ACsIgUj7Jf0EyyMMcYYY28L3wKuIjVq1IC5ubnwqxBGRuX/RQ7GGGOMVb6CgcmzsrL4GUBW+WxtbQHgjX4ajDHGGGOVS61W4+nTp0hISIBUqps3Q/kt4DdQ2lvAheXl5ZX4JixjjDHGqld6ejpat26N0NBQmJiYvO3ivBXcA1gNatSoobNdzIwxxti7JicnB4mJiTAwMNDZodp0s9+TMcYYY0yHcQOQMcYYY0zHcAOQMcYYY0zH8DOAb6Dg/ZmSftKGMcYYY++eguu2Lr8Hyw3AN/Dq1SsAgIODw1suCWOMMcbK69WrVzAzM3vbxXgreBiYN6BWq/Ho0SOYmpq+M4M8v3z5Eg4ODnjw4EGpQ9PoMo5R2ThG2uE4lY1jVDaOkXYqM05EhFevXsHOzk5nxwHkHsA3IJVKYW9v/7aLoZFCoeAvkjJwjMrGMdIOx6lsHKOycYy0U1lx0tWevwK62exljDHGGNNh3ABkjDHGGNMx3AD8wMhkMvj5+UEmk73toryzOEZl4xhph+NUNo5R2ThG2uE4VS5+CYQxxhhjTMdwDyBjjDHGmI7hBiBjjDHGmI7hBiBjjDHGmI7hBiBjjDHGmI7hBuA76MKFC+jWrRvs7OwgkUhw6NAhUfrjx48xdOhQ2NnZwcjICD4+Prh3754oT0pKCgYPHgxbW1sYGxujZcuW2L9/vyhPWloaBg4cCIVCAXNzc4wYMQLp6elVXb1KsXTpUrRp0wampqawtrZGjx49EBMTI8qTlZWFcePGwdLSEiYmJujduzceP34sypOUlISuXbvCyMgI1tbWmDFjBnJzc0V5goKC0LJlS8hkMri4uGDbtm1VXb1KURkxioiIwIABA+Dg4AC5XI6GDRti7dq1xbalyzEqLDU1Ffb29pBIJHj+/LkojWMEbNu2Dc2aNYOhoSGsra0xbtw4UfrNmzfxySefwNDQEA4ODlixYkWV1q0yVVacQkJC4OHhAXNzc1hYWMDb2xsRERGiPO9rnLSJ0aZNm9CpUycoFAqN5xGg3bXrfY1RtSL2zjl+/DjNmTOHDhw4QADo4MGDQpparaZ27drRJ598QteuXaM7d+7QqFGjyNHRkdLT04V8Xl5e1KZNG7p69SrFxcXRokWLSCqV0o0bN4Q8Pj4+5ObmRn/99RcFBweTi4sLDRgwoDqrWmHe3t60detWioyMpPDwcPriiy+KxcDX15ccHBzo7NmzFBoaSu3ataP27dsL6bm5udSkSRPy9PSksLAwOn78ONWsWZNmz54t5Ll//z4ZGRnR1KlTKSoqitatW0c1atSgEydOVGt9K6IyYrR582aaOHEiBQUFUVxcHP3nP/8huVxO69atE/LoeowK6969O3Xp0oUA0LNnz4T5HCOiH3/8kezs7Gjnzp0UGxtLERERdPjwYSH9xYsXZGNjQwMHDqTIyEjavXs3yeVy+vXXX6utrm+iMuL06tUrUiqVNHToULpz5w5FRkZS7969ycbGhnJycojo/Y6TNjFavXo1LV26lJYuXVrsPCpQ1rXrfY5RdeIG4DuuaAMwJiaGAFBkZKQwLy8vj6ysrOi3334T5hkbG9OOHTtE61IqlUKeqKgoAkAhISFCekBAAEkkEnr48GEV1abqPHnyhADQ+fPniYjo+fPnpK+vT/7+/kKe6OhoAkBXrlwhovyGtlQqpZSUFCHPxo0bSaFQUHZ2NhERzZw5kxo3bizaVr9+/cjb27uqq1TpKhIjTcaOHUudO3cWPnOM8m3YsIE6duxIZ8+eLXbh0vUYpaWlkVwupzNnzpS43g0bNpCFhYVw7hERzZo1i1xdXauoJlWrInEKCQkhAJSUlCTkuXnzJgGge/fuEdGHFaeiMSosMDBQYwNQm2vXhxSjqsS3gN8z2dnZAABDQ0NhnlQqhUwmw8WLF4V57du3x969e5GWlga1Wo09e/YgKysLnTp1AgBcuXIF5ubmaN26tbCMp6cnpFIprl69Wj2VqUQvXrwAACiVSgDA9evXoVKp4OnpKeRp0KABHB0dceXKFQD5MWjatClsbGyEPN7e3nj58iVu374t5Cm8joI8Bet4n1QkRiWtp2AdAMcIAKKiorBw4ULs2LFD4w/L63qMTp8+DbVajYcPH6Jhw4awt7dH37598eDBA2GZK1eu4NNPP4WBgYEwz9vbGzExMXj27Fl1VK1SVSROrq6usLS0xObNm5GTk4PMzExs3rwZDRs2hLOzM4APK05FY6QNba5dH1KMqhI3AN8zBV8Ys2fPxrNnz5CTk4Ply5fj77//RnJyspBv3759UKlUsLS0hEwmw+jRo3Hw4EG4uLgAyH9G0NraWrRuPT09KJVKpKSkVGud3pRarcbkyZPRoUMHNGnSBEB+/QwMDGBubi7Ka2NjI9QvJSVF1PgrSC9IKy3Py5cvkZmZWRXVqRIVjVFRly9fxt69ezFq1Chhnq7HKDs7GwMGDMDKlSvh6Oiocd26HqP79+9DrVZjyZIlWLNmDf7880+kpaXBy8sLOTk5wnrKOh/fFxWNk6mpKYKCgvDHH39ALpfDxMQEJ06cQEBAAPT09IT1fAhx0hQjbWhz7fpQYlTV9N52AVj56Ovr48CBAxgxYgSUSiVq1KgBT09PdOnSBVToR13mzZuH58+f48yZM6hZsyYOHTqEvn37Ijg4GE2bNn2LNah848aNQ2RkpKgHlIlVRowiIyPRvXt3+Pn54fPPP6/E0r0bKhqj2bNno2HDhhg0aFAVlezdUdEYqdVqqFQq/Pzzz8Kxs3v3btja2iIwMBDe3t5VUdy3pqJxyszMxIgRI9ChQwfs3r0beXl5WLVqFbp27YqQkBDI5fIqKnH14+/tt497AN9DrVq1Qnh4OJ4/f47k5GScOHECqampqFOnDgAgLi4O//u//4stW7bAw8MDbm5u8PPzQ+vWrbF+/XoAgK2tLZ48eSJab25uLtLS0mBra1vtdaqo8ePH4+jRowgMDIS9vb0w39bWFjk5OcXeIHv8+LFQP1tb22Jv4BV8LiuPQqF4b76M3yRGBaKiouDh4YFRo0Zh7ty5ojRdj9G5c+fg7+8PPT096OnpwcPDAwBQs2ZN+Pn5CevR5RjVqlULANCoUSMh3crKCjVr1kRSUpKwnrLOx/fBm8Rp165dSEhIwNatW9GmTRu0a9cOu3btQnx8PA4fPiys532PU0kx0oY2164PIUbVgRuA7zEzMzNYWVnh3r17CA0NRffu3QEAGRkZAFDsWaQaNWpArVYDANzd3fH8+XNcv35dSD937hzUajXatm1bTTWoOCLC+PHjcfDgQZw7dw4fffSRKL1Vq1bQ19fH2bNnhXkxMTFISkqCu7s7gPwY3Lp1S/Rlcvr0aSgUCuFC5e7uLlpHQZ6CdbzLKiNGAHD79m107twZQ4YMweLFi4ttR9djtH//fkRERCA8PBzh4eH4/fffAQDBwcHCMCe6HqMOHToI8wukpaXh6dOncHJyApAfowsXLkClUgl5Tp8+DVdXV1hYWFRZ/SpLZcQpIyMDUqkUEolEyFPwufB39/sap7JipA1trl3vc4yq1Vt8AYWV4NWrVxQWFkZhYWEEgH766ScKCwujxMREIiLat28fBQYGUlxcHB06dIicnJyoV69ewvI5OTnk4uJCn3zyCV29epViY2Np1apVJJFI6NixY0I+Hx8fatGiBV29epUuXrxI9erVe2+GgRkzZgyZmZlRUFAQJScnC1NGRoaQx9fXlxwdHencuXMUGhpK7u7u5O7uLqQXDAPz+eefU3h4OJ04cYKsrKw0DgMzY8YMio6OpvXr1783w3dURoxu3bpFVlZWNGjQINE6njx5IuTR9RgVpentRY5R/hA5jRs3pkuXLtGtW7fo3//+NzVq1EgY3uT58+dkY2NDgwcPpsjISNqzZw8ZGRm9N0N3VEacoqOjSSaT0ZgxYygqKooiIyNp0KBBZGZmRo8ePSKi9ztO2sQoOTmZwsLC6LfffiMAdOHCBQoLC6PU1FQhT1nXrvc5RtWJG4DvoIILSNFpyJAhRES0du1asre3J319fXJ0dKS5c+eKXncnIrp79y716tWLrK2tycjIiJo1a1ZsWJjU1FQaMGAAmZiYkEKhoGHDhtGrV6+qq5pvRFN8ANDWrVuFPJmZmTR27FiysLAgIyMj6tmzJyUnJ4vWk5CQQF26dCG5XE41a9akadOmkUqlEuUJDAyk5s2bk4GBAdWpU0e0jXdZZcTIz89P4zqcnJxE29LlGBVV0vAVuh6jFy9e0PDhw8nc3JyUSiX17NlTNNwJEVFERAT961//IplMRrVr16Zly5ZVRxUrRWXF6dSpU9ShQwcyMzMjCwsL+uyzz4oNOfS+xkmbGJX0nVM4jzbXrvc1RtVJQlTozQHGGGOMMfbB42cAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0DDcAGWOMMcZ0zP8DHr+eVCE6jS4AAAAASUVORK5CYII=", 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", "text/html": [ "\n", "
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\n", " Figure\n", "
\n", - " \n", + " \n", "
\n", " " ], @@ -125,14 +136,17 @@ "source": [ "fig, ax = plt.subplots()\n", "\n", - "raw_tas_line, = ax.plot(dfs[f\"{coverage_identifier}__NO_SMOOTHING\"], label=f\"{coverage_identifier}__NO_SMOOTHING\")\n", + "raw_tas_line, = ax.plot(\n", + " seasonal_dfs[f\"{coverage_identifier}__NO_SMOOTHING\"], \n", + " label=f\"{coverage_identifier}__NO_SMOOTHING\"\n", + ")\n", "raw_tas_line.set_linestyle(\":\")\n", "raw_tas_line.set_marker(\".\")\n", "\n", "already_plotted = (\n", " f\"{coverage_identifier}__NO_SMOOTHING\",\n", ")\n", - "for name, df in dfs.items():\n", + "for name, df in seasonal_dfs.items():\n", " if name not in already_plotted:\n", " ax.plot(df, label=name)\n", "\n", @@ -150,69 +164,124 @@ "ax.clear()" ] }, + { + "cell_type": "markdown", + "id": "50188e44-d03b-454d-88e1-ce3f5adfbd4d", + "metadata": {}, + "source": [ + "## Yearly data" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "8629eafc-3f10-4b8a-b72b-378b99b116fe", + "metadata": {}, + "outputs": [], + "source": [ + "coverage_identifier = \"tas_annual_absolute_model_ensemble-rcp26\"\n", + "point_coords = \"POINT(11.5469 44.9524)\"\n", + "date_range = \"../..\"\n", + "\n", + "\n", + "raw_response = httpx.get(\n", + " api_url.format(coverage_identifier=coverage_identifier),\n", + " params={\n", + " \"coords\": point_coords,\n", + " \"datetime\": date_range,\n", + " \"include_coverage_data\": True,\n", + " \"include_observation_data\": True,\n", + " \"coverage_data_smoothing\": [\n", + " \"NO_SMOOTHING\",\n", + " \"MOVING_AVERAGE_11_YEARS\",\n", + " \"LOESS_SMOOTHING\",\n", + " ],\n", + " \"include_coverage_uncertainty\": False,\n", + " \"include_coverage_related_data\": False,\n", + " }\n", + ")\n", + "try:\n", + " raw_response.raise_for_status()\n", + "except httpx.HTTPStatusError as err:\n", + " print(raw_response.json())\n", + " raise\n", + "\n", + "yearly_raw_series = raw_response.json()[\"series\"]\n", + "\n", + "yearly_series = {s[\"name\"]: s for s in yearly_raw_series}\n", + "\n", + "yearly_dfs = {v[\"name\"]: _parse_to_dataframe(v) for v in yearly_series.values()}" + ] + }, + { + "cell_type": "markdown", + "id": "c7f87bcb-2bdd-40ec-a060-32d6d7738051", + "metadata": {}, + "source": [ + "### Plotting" + ] + }, { "cell_type": "code", - "execution_count": 4, - "id": "513aadfd-1ba2-48d4-bc41-17ae4b39f61e", + "execution_count": 15, + "id": "126beee9-fe60-4c77-a4b9-a3aee5920c8f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'tas_seasonal_absolute_model_ensemble-rcp26-DJF__NO_SMOOTHING': value\n", - " datetime \n", - " 1976-02-15 12:00:00+00:00 2.640222\n", - " 1977-02-14 17:57:04.390000+00:00 4.131799\n", - " 1978-02-14 23:54:08.780000+00:00 2.913995\n", - " 1979-02-15 05:51:13.171000+00:00 3.958703\n", - " 1980-02-15 11:48:17.561000+00:00 3.593713\n", - " ... ...\n", - " 2095-02-15 00:11:42.439000+00:00 4.252954\n", - " 2096-02-15 06:08:46.829000+00:00 4.549829\n", - " 2097-02-14 12:05:51.220000+00:00 4.398187\n", - " 2098-02-14 18:02:55.610000+00:00 4.646112\n", - " 2099-02-15 00:00:00+00:00 4.863336\n", - " \n", - " [124 rows x 1 columns],\n", - " 'tas_seasonal_absolute_model_ensemble-rcp26-DJF__MOVING_AVERAGE_11_YEARS': value\n", - " datetime \n", - " 1981-02-14 17:45:21.951000+00:00 3.482441\n", - " 1982-02-14 23:42:26.341000+00:00 3.479819\n", - " 1983-02-15 05:39:30.732000+00:00 3.424352\n", - " 1984-02-15 11:36:35.122000+00:00 3.497647\n", - " 1985-02-14 17:33:39.512000+00:00 3.515131\n", - " ... ...\n", - " 2090-02-14 18:26:20.488000+00:00 4.876914\n", - " 2091-02-15 00:23:24.878000+00:00 4.884640\n", - " 2092-02-15 06:20:29.268000+00:00 4.841752\n", - " 2093-02-14 12:17:33.659000+00:00 4.848635\n", - " 2094-02-14 18:14:38.049000+00:00 4.840301\n", - " \n", - " [114 rows x 1 columns],\n", - " 'tas_seasonal_absolute_model_ensemble-rcp26-DJF__LOESS_SMOOTHING': value\n", - " datetime \n", - " 1976-02-15 12:00:00+00:00 0.765062\n", - " 1977-02-14 17:57:04.390000+00:00 0.886494\n", - " 1978-02-14 23:54:08.780000+00:00 1.006960\n", - " 1979-02-15 05:51:13.171000+00:00 1.126406\n", - " 1980-02-15 11:48:17.561000+00:00 1.244649\n", - " ... ...\n", - " 2095-02-15 00:11:42.439000+00:00 5.330330\n", - " 2096-02-15 06:08:46.829000+00:00 5.367094\n", - " 2097-02-14 12:05:51.220000+00:00 5.403876\n", - " 2098-02-14 18:02:55.610000+00:00 5.440669\n", - " 2099-02-15 00:00:00+00:00 5.477937\n", - " \n", - " [124 rows x 1 columns]}" + "" ] }, - "execution_count": 4, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "e14feddd4c1f4e018400b69086556744", + "version_major": 2, + "version_minor": 0 + }, + "image/png": 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