diff --git a/notebooks/Altimetry_data.ipynb b/notebooks/Altimetry_data.ipynb
index 319d297..6c25102 100644
--- a/notebooks/Altimetry_data.ipynb
+++ b/notebooks/Altimetry_data.ipynb
@@ -201,8 +201,8 @@
"
\n",
" c2 | \n",
" 2010-07-16 00:12:43.416148 | \n",
- " 2022-04-11 18:15:39.006766 | \n",
- " 258039215 | \n",
+ " 2024-08-19 18:33:40.105360 | \n",
+ " 310731719 | \n",
"
\n",
" \n",
" n1 | \n",
@@ -214,19 +214,19 @@
" j1 | \n",
" 2002-01-15 06:07:31.458256 | \n",
" 2013-06-21 00:56:32.487362 | \n",
- " 224260047 | \n",
+ " 224260075 | \n",
"
\n",
" \n",
" sa | \n",
" 2013-03-14 05:39:27.811666 | \n",
- " 2022-04-11 05:43:44.277760 | \n",
- " 189383727 | \n",
+ " 2024-08-18 06:07:09.116629 | \n",
+ " 237808007 | \n",
"
\n",
" \n",
" 6a | \n",
" 2020-11-30 14:26:01.000000 | \n",
- " 2022-04-11 01:42:16.000000 | \n",
- " 30898242 | \n",
+ " 2024-08-20 00:50:41.000000 | \n",
+ " 84708053 | \n",
"
\n",
" \n",
" j2 | \n",
@@ -238,7 +238,7 @@
" pn | \n",
" 1992-10-01 16:45:03.540531 | \n",
" 2002-07-12 14:28:19.397424 | \n",
- " 15718916 | \n",
+ " 15720144 | \n",
"
\n",
" \n",
" gs | \n",
@@ -249,8 +249,8 @@
"
\n",
" j3 | \n",
" 2016-02-12 01:11:09.095919 | \n",
- " 2022-04-07 11:42:15.186043 | \n",
- " 130963763 | \n",
+ " 2024-08-20 18:20:37.498593 | \n",
+ " 180668595 | \n",
"
\n",
" \n",
" e1 | \n",
@@ -262,7 +262,7 @@
" tx | \n",
" 1992-09-25 05:17:45.663910 | \n",
" 2005-10-08 23:49:39.862525 | \n",
- " 262462616 | \n",
+ " 249291387 | \n",
"
\n",
" \n",
" e2 | \n",
@@ -272,15 +272,15 @@
"
\n",
" \n",
" 3b | \n",
- " 2018-05-08 07:42:54.000000 | \n",
- " 2022-04-11 18:23:48.000000 | \n",
- " 83621063 | \n",
+ " 2018-05-08 07:43:12.000000 | \n",
+ " 2024-08-20 06:02:15.000000 | \n",
+ " 110488942 | \n",
"
\n",
" \n",
" 3a | \n",
" 2016-03-01 09:20:18.000000 | \n",
- " 2022-04-11 18:59:31.000000 | \n",
- " 130708315 | \n",
+ " 2024-08-20 06:40:41.000000 | \n",
+ " 149637765 | \n",
"
\n",
" \n",
" g1 | \n",
@@ -295,20 +295,20 @@
"text/plain": [
" min_date max_date count\n",
"short_name \n",
- "c2 2010-07-16 00:12:43.416148 2022-04-11 18:15:39.006766 258039215\n",
+ "c2 2010-07-16 00:12:43.416148 2024-08-19 18:33:40.105360 310731719\n",
"n1 2002-05-14 18:32:32.755126 2012-04-08 10:54:23.635591 257633695\n",
- "j1 2002-01-15 06:07:31.458256 2013-06-21 00:56:32.487362 224260047\n",
- "sa 2013-03-14 05:39:27.811666 2022-04-11 05:43:44.277760 189383727\n",
- "6a 2020-11-30 14:26:01.000000 2022-04-11 01:42:16.000000 30898242\n",
+ "j1 2002-01-15 06:07:31.458256 2013-06-21 00:56:32.487362 224260075\n",
+ "sa 2013-03-14 05:39:27.811666 2024-08-18 06:07:09.116629 237808007\n",
+ "6a 2020-11-30 14:26:01.000000 2024-08-20 00:50:41.000000 84708053\n",
"j2 2008-07-04 12:19:19.570865 2019-10-01 08:04:57.954027 225297275\n",
- "pn 1992-10-01 16:45:03.540531 2002-07-12 14:28:19.397424 15718916\n",
+ "pn 1992-10-01 16:45:03.540531 2002-07-12 14:28:19.397424 15720144\n",
"gs 1985-03-31 00:00:00.861264 1989-12-30 14:57:52.901281 75115692\n",
- "j3 2016-02-12 01:11:09.095919 2022-04-07 11:42:15.186043 130963763\n",
+ "j3 2016-02-12 01:11:09.095919 2024-08-20 18:20:37.498593 180668595\n",
"e1 1991-08-01 00:25:04.644073 1996-06-02 21:59:26.618659 83641070\n",
- "tx 1992-09-25 05:17:45.663910 2005-10-08 23:49:39.862525 262462616\n",
+ "tx 1992-09-25 05:17:45.663910 2005-10-08 23:49:39.862525 249291387\n",
"e2 1995-04-29 09:39:00.086310 2011-07-04 11:28:00.141221 168846224\n",
- "3b 2018-05-08 07:42:54.000000 2022-04-11 18:23:48.000000 83621063\n",
- "3a 2016-03-01 09:20:18.000000 2022-04-11 18:59:31.000000 130708315\n",
+ "3b 2018-05-08 07:43:12.000000 2024-08-20 06:02:15.000000 110488942\n",
+ "3a 2016-03-01 09:20:18.000000 2024-08-20 06:40:41.000000 149637765\n",
"g1 2000-01-07 17:28:19.663586 2008-09-17 20:30:05.226965 150233671"
]
},
@@ -328,14 +328,12 @@
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
- "
\n",
" \n",
" datetime | \n",
@@ -546,6 +541,9 @@
" | \n",
" | \n",
" | \n",
+ " | \n",
+ " | \n",
+ " | \n",
"
\n",
" \n",
" \n",
@@ -566,6 +564,9 @@
" 0.256 | \n",
" 5.834183 | \n",
" 5.16 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
" \n",
" \n",
" 2019-10-01 01:53:31.633 | \n",
@@ -584,6 +585,9 @@
" 0.333 | \n",
" 5.886469 | \n",
" 5.21 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
"
\n",
" \n",
" 2019-10-01 01:53:32.576 | \n",
@@ -602,6 +606,9 @@
" 0.273 | \n",
" 6.101864 | \n",
" 5.40 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
"
\n",
" \n",
" 2019-10-01 01:53:33.519 | \n",
@@ -620,6 +627,9 @@
" 0.374 | \n",
" 6.298769 | \n",
" 5.56 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
"
\n",
" \n",
" 2019-10-01 01:53:34.463 | \n",
@@ -638,6 +648,9 @@
" 0.311 | \n",
" 6.019907 | \n",
" 5.33 | \n",
+ " NaN | \n",
+ " NaN | \n",
+ " NaN | \n",
"
\n",
" \n",
"\n",
@@ -692,13 +705,21 @@
"2019-10-01 01:53:33.519 0.374 6.298769 \n",
"2019-10-01 01:53:34.463 0.311 6.019907 \n",
"\n",
- " wind_speed_rads \n",
- "datetime \n",
- "2019-10-01 01:53:30.689 5.16 \n",
- "2019-10-01 01:53:31.633 5.21 \n",
- "2019-10-01 01:53:32.576 5.40 \n",
- "2019-10-01 01:53:33.519 5.56 \n",
- "2019-10-01 01:53:34.463 5.33 "
+ " wind_speed_rads quality_swh quality_water_level \\\n",
+ "datetime \n",
+ "2019-10-01 01:53:30.689 5.16 NaN NaN \n",
+ "2019-10-01 01:53:31.633 5.21 NaN NaN \n",
+ "2019-10-01 01:53:32.576 5.40 NaN NaN \n",
+ "2019-10-01 01:53:33.519 5.56 NaN NaN \n",
+ "2019-10-01 01:53:34.463 5.33 NaN NaN \n",
+ "\n",
+ " quality_wind_speed \n",
+ "datetime \n",
+ "2019-10-01 01:53:30.689 NaN \n",
+ "2019-10-01 01:53:31.633 NaN \n",
+ "2019-10-01 01:53:32.576 NaN \n",
+ "2019-10-01 01:53:33.519 NaN \n",
+ "2019-10-01 01:53:34.463 NaN "
]
},
"execution_count": 12,
@@ -766,14 +787,12 @@
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
- ""
+ ""
]
},
- "metadata": {
- "needs_background": "light"
- },
+ "metadata": {},
"output_type": "display_data"
}
],
@@ -788,9 +807,9 @@
"outputs": [
{
"data": {
- "image/png": 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",
+ "image/png": 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",
"text/plain": [
- ""
+ ""
]
},
"metadata": {},
@@ -805,42 +824,6 @@
"ax.set_ylim((52,60))\n",
"ax.set_aspect(1.0 / np.cos(np.pi * 56 / 180))"
]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## fmskill.TrackObservation object"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 17,
- "metadata": {},
- "outputs": [],
- "source": [
- "# from fmskill import TrackObservation\n",
- "# from mikeio import eum\n",
- "# obs = TrackObservation(data.df, item=\"significant_wave_height\", name='Altimetry c2, 3a, sa, j3')\n",
- "# obs.itemInfo = eum.ItemInfo(eum.EUMType.Significant_wave_height)\n",
- "# obs"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 18,
- "metadata": {},
- "outputs": [],
- "source": [
- "# obs.hist();"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "It is now ready for comparison with you model results..."
- ]
}
],
"metadata": {
@@ -861,7 +844,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.8.10"
+ "version": "3.10.12"
},
"orig_nbformat": 4
},
diff --git a/notebooks/Download_NDBC.ipynb b/notebooks/Download_NDBC.ipynb
index 7f5d9e7..b05295e 100644
--- a/notebooks/Download_NDBC.ipynb
+++ b/notebooks/Download_NDBC.ipynb
@@ -38,9 +38,8 @@
"metadata": {},
"outputs": [],
"source": [
- "import os\n",
"from NDBC.NDBC import DataBuoy\n",
- "import pandas as pd\n"
+ "import pandas as pd"
]
},
{
@@ -63,6 +62,18 @@
"DB.set_station_id(buoy_id)"
]
},
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "2a5caec3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# multiple years directly\n",
+ "# DB.get_data(datetime_index=True,years=[2016,2017])\n",
+ "# df = DB.data['stdmet']['data'] "
+ ]
+ },
{
"cell_type": "markdown",
"id": "f0982d1b",
@@ -73,23 +84,41 @@
},
{
"cell_type": "code",
- "execution_count": 4,
- "id": "625d31ea",
- "metadata": {
- "scrolled": true
- },
+ "execution_count": 5,
+ "id": "0309c661",
+ "metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
+ "c:\\Users\\jem\\AppData\\Local\\mambaforge\\lib\\site-packages\\NDBC\\NDBC.py:258: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`\n",
+ " if isinstance(data.loc[0][0], str) and data.loc[0][0][0] == \"#\":\n",
+ "c:\\Users\\jem\\AppData\\Local\\mambaforge\\lib\\site-packages\\NDBC\\NDBC.py:262: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`\n",
+ " unit_dict = {k: units[i] for i, k in enumerate(columns)}\n",
"c:\\Users\\jem\\AppData\\Local\\mambaforge\\lib\\site-packages\\NDBC\\NDBC.py:364: DtypeWarning: Columns (0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17) have mixed types. Specify dtype option on import or set low_memory=False.\n",
" data_df = pd.read_csv(url, sep=r\"\\s+\")\n",
+ "c:\\Users\\jem\\AppData\\Local\\mambaforge\\lib\\site-packages\\NDBC\\NDBC.py:258: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`\n",
+ " if isinstance(data.loc[0][0], str) and data.loc[0][0][0] == \"#\":\n",
+ "c:\\Users\\jem\\AppData\\Local\\mambaforge\\lib\\site-packages\\NDBC\\NDBC.py:262: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`\n",
+ " unit_dict = {k: units[i] for i, k in enumerate(columns)}\n",
"c:\\Users\\jem\\AppData\\Local\\mambaforge\\lib\\site-packages\\NDBC\\NDBC.py:364: DtypeWarning: Columns (0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17) have mixed types. Specify dtype option on import or set low_memory=False.\n",
" data_df = pd.read_csv(url, sep=r\"\\s+\")\n",
+ "c:\\Users\\jem\\AppData\\Local\\mambaforge\\lib\\site-packages\\NDBC\\NDBC.py:258: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`\n",
+ " if isinstance(data.loc[0][0], str) and data.loc[0][0][0] == \"#\":\n",
+ "c:\\Users\\jem\\AppData\\Local\\mambaforge\\lib\\site-packages\\NDBC\\NDBC.py:262: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`\n",
+ " unit_dict = {k: units[i] for i, k in enumerate(columns)}\n",
+ "c:\\Users\\jem\\AppData\\Local\\mambaforge\\lib\\site-packages\\NDBC\\NDBC.py:258: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`\n",
+ " if isinstance(data.loc[0][0], str) and data.loc[0][0][0] == \"#\":\n",
+ "c:\\Users\\jem\\AppData\\Local\\mambaforge\\lib\\site-packages\\NDBC\\NDBC.py:262: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`\n",
+ " unit_dict = {k: units[i] for i, k in enumerate(columns)}\n",
"Year 2020 not available.\n",
"Please review available station data:\n",
" https://www.ndbc.noaa.gov/station_history.php?station=41041\n",
+ "c:\\Users\\jem\\AppData\\Local\\mambaforge\\lib\\site-packages\\NDBC\\NDBC.py:258: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`\n",
+ " if isinstance(data.loc[0][0], str) and data.loc[0][0][0] == \"#\":\n",
+ "c:\\Users\\jem\\AppData\\Local\\mambaforge\\lib\\site-packages\\NDBC\\NDBC.py:262: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. In a future version, integer keys will always be treated as labels (consistent with DataFrame behavior). To access a value by position, use `ser.iloc[pos]`\n",
+ " unit_dict = {k: units[i] for i, k in enumerate(columns)}\n",
"Year 2022 not available.\n",
"Please review available station data:\n",
" https://www.ndbc.noaa.gov/station_history.php?station=41041\n"
@@ -97,27 +126,17 @@
}
],
"source": [
- "i=0\n",
- "for year in range(2016,2023,1):\n",
+ "dfs = []\n",
+ "for year in range(2016, 2023):\n",
" try:\n",
" DB.get_data(datetime_index=True,years=[year]) \n",
+ " df_aux = DB.data['stdmet']['data']\n",
+ " dfs.append(df_aux)\n",
" except:\n",
"# corrupted data\n",
" pass\n",
- " try:\n",
- " df_aux=DB.data['stdmet']['data']\n",
- " \n",
- " except:\n",
- " continue\n",
- " \n",
- " if i==0:\n",
- " df=df_aux.copy()\n",
- " else:\n",
- " df=pd.concat([df,df_aux],axis=0)\n",
- " i=i+1\n",
"\n",
- "# remove overlaps\n",
- "df = df.loc[~df.index.duplicated(keep='first')]"
+ "df = pd.concat(dfs, axis=0)"
]
},
{
@@ -130,23 +149,13 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 6,
"id": "0d637af1",
"metadata": {},
"outputs": [
{
"data": {
- "text/plain": [
- ""
- ]
- },
- "execution_count": 5,
- "metadata": {},
- "output_type": "execute_result"
- },
- {
- "data": {
- "image/png": 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DQayEhARmXxEREQWZQzyckJlYRERERBSDDAexdu/ejaZNmyI5ORkDBgzAiy++iNatWysuX1ZWhrIy0YxK+fkAAKfTCacz8mdXcr+HaHgvREax/5NYrPSDUPX7iooK778rK2Lm86bwwWM+xSL2e4pV7PsUTEb6mUMQ9N/PnT17NoqLi9G+fXtkZWXh+eefx44dO7B161bUq1dP9jXPPPMMpk2b5vf49OnTkZKSoruhREQUfh5aGY8KoSpF6M2BFRpLUyAKncDja6ruPV3XphL9GzIdi4iIiIgiX3FxMSZOnIgzZ84gLS1NdVlDQSypoqIitGnTBo888gimTp0qu4xcJlZGRgZycnI0GxcJnE4n5s6di5EjRyIxMTHUzSEKKvZ/6jJtHsorXACA3c+NCnFrgiNU/f5UUTkGvLwQAPDKFV1wRa9mQds2EcBjPsUm9nuKVez7FEz5+fmoX7++riCW4eGEYjVq1EC3bt2we/duxWWSk5ORnJzs93hiYmJU7QzR9n6IjGD/JwAx1weC3e8TE733nOLi4mPu86bwwWM+xSL2e4pV7PsUDEb6WFwgGyorK8P27dvRpEmTQFZDREREGkR13cGBhEREREQUiwwFsf7xj39g0aJF2L9/P1atWoWrrroK+fn5mDRpkl3tIyIiIiIiIiIiMjac8MiRI5gwYQJycnLQoEEDnHPOOVi5ciVatGhhV/uIiIgIwLEzJd4/mIpFRERERDHIUBDr22+/tasdUWnSJ6vhcACf3dw/1E0hIqIIt+9kkeffAqNYRERERBSDAirsTsrWHcrDol0nAQDrD+WhV/M6IW4REZH1HNqLkEUcog/b/LzCRERERESRK6DC7qQs60yp99/5pSpLEhERaXMwZEhEREREMY5BLJs4RLfMececiKKVg3EVIiIiIiIKEgaxbOIz7CN0zSAioijBOlhEREREFOsYxLJJHDOxiCgGcIhb8PC3hIiIiIhiHYNYNokXfbK8e05ERIESFP5NRERERBQrGMSyCbMTiCgWsCZW8AiiVKwzJc4QtoSIiIiIKDQYxLIJp0InIiIrFJdX+D320ZJ9IWgJEREREVFoMYhlE5+aWCFsBxERRa7Zm4+j81N/4e0Fe3weLymvDFGLiIiIiIhCh0Esm/gWdmcYi4iIjPvnT5sAAK/9tdPn8YR4/nwTERERUezhWbBN4jickIiIbNK+Uc1QN4GIiIiIKOgYxLKLOIjFAYVEFKVY191eDp+s3hA2hIiIiIgoDDCIFQQuV6hbQEREkaiwzL+oOwC4GNAiIiIiohjEIFYQuHj7nIiilDhTiKxXqRCt2p9TFOSWEBERERGFHoNYNnGAsxNSdNifU4S/t2eFuhlEJHKqqDzUTSAiIiIiCjoGsWwiTk5wcdwHRbBh/16IWz9fgxV7c0PdFApDzMMKHnF9xbRqCSFsCRERERFRaDCIFQQMYVE02HTkdKibEHS5hWUodVaGuhlEfpIS+PNNRERERLGHZ8E2EWcnsCQWUeTJzi9Fn+fnYfDL80PdFCI/OYUcTkhEREREsYdBrCAQmItFUSDWevGKfVXDJ3NZe4jCBG+IEBEREVGsYxArCHjhQdFg89EzoW5CUHHWPZ34MRERERERUZAwiGUT8QUwY1gUDWZuOo7yCleom0FEREREREQxikEsm4iTOASmYlGU2H48P9RNCBomGOnDz4mIiIiIiIKFQawgYAyLokVlGHfmg7lFWL4nJ9TNICKStWxPDg7lFoe6GUREREQRLSHUDYhWvrMThu+FP5ER4dyXz39tIQBgxr3nolt6rYDXx5JYRGSV9YfycN1HqwAAB16+KMStISIiIopczMQKgvC97CcypjICSmJ9t+ZQqJsQU1gAP3jCOIZMGjYePh3qJhARERFFBQaxgoAXHhSppJlXla7w78xfrbQmiOVgtSciIo/jZ0rw8I+bcbAw1C0hIiKiWMbhhDYRJye4GMWiKBHOwwmJiMg+U77dgNX7TwFIwN1Xh7o1REREFKuYiWUbZnFQ5JPGrMK5sLvVOEqOwk3s7H3RJxq+u73ZTMEiIiKi0GMQKwiYiUXRIgJGE1qGMSx9GOwjIiIiIqJgYRDLJrywo2gQzTErQRCw80QBKhSq1XMfJiIiIiIiCi8MYgUBE7GIws/nyw/gwjcW497p60PdFCJdWJOOQom9j4iIiMIBg1hBEEtDsCi6SC+ao+ki+r1F+wAAf249obAEU7GIyBrRcOiMpuM/ERERRS4GsWwivvwVeP+SIhR7LhEREREREYULBrFs4hAV1OHNS4pUb83fE+omhAxrYlG44U8JEREREcW6gIJYL730EhwOBx544AGLmhOdmIJPkerNv3f7/B1NPZkZktZgrC94kuJ534lCh0dMIiIiCgemz4gzMzPxwQcfoHv37la2JyoxhkUUeRicoXDTpFY1v8cW7zqJtQdPhaA1FGt4LkNEREThwFQQq7CwENdddx0+/PBD1KlTx+o2RQVmXxERkZWkvyonC8pw4yerceW7K0LSHiIiIiKiYEsw86LJkyfjoosuwogRI/D888+rLltWVoaysjLP3/n5+QAAp9MJp9NpZvNhxf0epO+loqLC8+96NRKi4r0SVVRU+PRlpf4farraI4oIyC3vqqw0tj6Kmc8pVP3e6azw+TvrdJHn3+Xl5T61GCm8VLqi4XjiPWhG7nsgMi5cz3WI7Ma+T8FkpJ8ZDmJ9++23WLduHTIzM3Ut/9JLL2HatGl+j8+ZMwcpKSlGNx+25s6d6/P3gQLA/fEe2LEZs7I2Bb9RRAHzPURkZq5B8R7/LENp/w8Nb1tnzZqluXRJaTzcgwbllt98ygEgXvf6YlV5ufrnGM2C0++9/XrlqlVw90kAWLJ0ief5mbNmI44xrLC17XjkH0/E+3p4HPOJgov9nmIV+z4FQ3Fxse5lDQWxDh8+jClTpmDOnDmoVs2/Noecxx57DFOnTvX8nZ+fj4yMDIwaNQppaWlGNh+WnE4n5s6di5EjRyIxMdHz+PrDp/H6ltUAgD59+2J4hwahaiKRaVNWzPH5u1+/vhja3tuXlfq/VZ74bSvyip1469oemlkm4raOHTtWc91ayyfvyMZHOzcAAMaMGcMsFwXPbFyAooqqOyd6PvdoYHe/FxP30/79++PtbWs9f58/ZAhe2bgcAHDh6NFIZOH3sJW1/CB+ObATQOTuJ0+un4+SyqpswGD0faJwEcxjPlE4Yd+nYHKP2NPDUBBr7dq1yM7ORp8+fTyPVVZWYvHixXjrrbdQVlaG+Ph4n9ckJycjOTnZb12JiYlRtTNI309CgvejTYiPj6r3SrErIT5Bti/bsT8LgoDv1hwFABw5U47WDWrqfq3Rtsi+J/E+nJCIOKa5aIq141ywf8fi4719cmTnRkgSbTs+IQGJCfFyL6MwID43itT9xFnpzcKNtnM4Ij3Y7ylWse9TMBjpY4aCWBdccAE2b97s89jNN9+Mjh074p///KdfAIuqiGu8//fv3cioWx2X90oPXYOIIoBLtN+EYpoEceIVp2mgcCCIemK3ZrV8hg+6XCFoEOlWUBr59URKnJXaCxERERHZzFAQKzU1FV27dvV5rEaNGqhXr57f47FOkLkA33TkNP4zdxcAMIhFEUkIYjjHJdqJ4kI8lK9qtlFmYpE/l0vAmoN56NosDSlJpuZK0b8tye4nHuIazH2TfOUVlePgqWL0zKituMwb83YHr0FEREREUYwFNGwivusqnL0YzyuO/DuxFNsyD+QFbVviIFYowkcOiAMEpCTWa4V9vHQ/rn5/BW78eLXpdew9WYhL3lqKOVtPqC4niPYJQZA+Z3rzFKDBr8zHZW8vw7I9OaFuStRZvjcHm46cDnUziIiIKIwEHMRauHAh3njjDQuaEl0+Xro/1E0gsty7C/cGbViM+KI89JlYId08hbFvVh8CAKw5aD7AO/nrddh05Azu+HKt6nIHc72ztggQfIK77KKhU1xeNcxuwY7sELckuhw+VYyJH67CJW8tAwDszynCh4v3oaScwxqJiIhiGTOxbFJUVuH5t/viIrbzFSha5JdWaC9kAXHgKCQxLJ+aWAwRkLx9OUUBr2PHiQJdy5VXeAtffbB4X8DbJQpnby/Y4/P38P9biBdmbce/5+wMUYuIiIgoHDCIFQTM4qBoIgSpQ/vUxArxzIDch6PbmWJnRAxZEu8TxeWV2HbcOxVxsPZLUsZvwFqzNh/3+dvdxTMPnApBa4iIiChcMIhlE986McLZx0LTFiIrBetaWbyZECdiUZQ779X5uOStZVhusKbR9uP6MqiMOJJXrPicdNe75+t1is8RWS2jbvWgbq9TkzTPv13SWQ2IiIgoZjGIZZPW9WuEuglEEU2cWRLqAPDWY2dC2wCylXuI7LztxmoaXfLOCsvbsvVYvuJzLpUIMhOxyO35P7bhgv9biMIya4d+J8YF95SxYVo1z79/WnckqNsmIiKi8MUglk1Gd23s+TcvLiiaBKs/u0Jc2F2cTVlewZ1YCTPWgmfDodPKT7KL0lkfLd2PvSeL8H3m4VA3JSDxooOLuAacWqCXiIiIoh+DWDYRX3Tz2oKiiVo2iJXCKROLKFjUdq8527KUX8dfmpALtxtWVh+rrZjEwAhxLcRK0Xup5NBCIiKimMYglk3kLigczFkg0k18nRKKfcenql24XZ2SLSI5WMouStHGJwOX/ZuIiIjOYhDLJuILCqsuLu78cg1u+HgVL6gppKzufc5Kl/x2xLMThiC4wOsnCg1zvY19lKKN+LgfrAxgIiIiCn8MYgWBYMHshKXOSvy1NQtLdufg0Cnl2auI7GblxcQXKw6g3eOzsXCnf0HtQGpiWTGTlTj7i9dPpIcVNxjY1yIXh3RaS3zcd0++YIXsglLeDCQiIopgDGLZxOpMLJ5vUTR66retAID7v1nv95z4IsNo97f6rv3JwlJL10fRKZTHaV6UU7QR18Syqn//ueUE+r/wNx75cZMl6yMiIqLgYxAriKwaEXUkr8SiNREZZ8e1skMm00q8mb+3Kxe0lmNF3V9xk1buPRX4CinqWbFrmF0HQ1gUbeJFB+G8Yqcl63xj3i4AwA9rj1iyPiIiIgo+BrFsIij82/z6vGvZcPi0BWskMseOjA+50YLizZwpMXYBY3UmFocJxYYIruvObF2KOg1Sk0PdBCIiIgpDDGIFwUYGnSiKLNx5MijbcfkUdjcWXrDigt53dsLA10fhL9DZCc0EeHdlFUjWYXLbDLSGrYJSa7KIjFq9P7IzSHtm1LZ8nXJZv0RERBRZGMSy0JG8YuQUlgHwvZj5eOn+UDWJyHI7ThRoL2SQA1X7zEuzt+PrVQcB+AaxjF53WH1Bz/CAMl4TepnpJ6NeXxy6jZPtCkqd6PbMnJBse842Y8OwYwEPV0RERJGPQSyLnClx4txXFqDv8/MAKFxPBHD2xEwQCheHThVZvs68YifWHTqN9xftw+O/bAHg2+eN7jpW7y+N06pZu0KKSnr63aHcYrR8dCZ+33hMfh0q0agbB7ZQ3rb2pslmct//39v9Z14lefO2ZeH6j1bh+Jmqup8MkBMREZEcBrEscjC3WHOZkvJK0+vnBQqFi8wDebas9635u33+Fl8Qimep0sPqmlhp1RMsXR/FriGvLQAgPyMnAOQUlCm+Vm1YLW90hKdGDIDrdtsXa7B0Tw6e/LVq1lqjtRD1YGCMiIgo8jGIZRO5C4qf1lkzGw5PwigaLZDU2vIdTqje6aW1iKyYnZAxgdgTaL0cK4axvrNwb8DrsMKKvbl4d+FeWyZyiCWp1cIrAC4IAt5duBfL9+aEuimK8orLAQAfLmEpBiIiIvIXXmdXEUzPtU9FpfmLgVKnN4vLwaoOFAPEQSy17BQAuOfrdT5/88KbQsGKbpeUoHxvSS3D0Oo6cBM+XAkAaFkvBWO6NbF03RQ6f209gVf+3AEAOPDyRSFujTz3GU55hcvydfOngYiIKPIxE8s2/mdK8QaHRIl9uGSf59/MxKJot/NEgc8e9ObfuxWXBYDZW074/G3FhYp4HbF24fPnlhOY9Mlqz0QVdvh+zWHc9nkmissrbNuGUYd0DAt3k+sT247nB9yGa/tlGNqmnucCceiU/s+E/AX72KEVwD9goI+Hip3nOFbso0RERBRaDGIFUZnormJZhbH6WEfySqxuDlHYmr8j2/aLv/4t69q7gQh211drsWjXSbw4c7uOpc1dcT7y4ybM256NT5cdMPV6O6zanxvQ6/MtqOFTLTFe8Tm1bCu7dhfeNAmM3Hcmzqy2fHsaHSESAvLMNiciIiI1DGJZRHrSJXeiKC5SarjIewSceBJZ5Zf1R3QNCSwsq4BLpgCWnt1F6+Lc6uFZkSi3qNz2beSXWl+8ORjkeocVPUba7Ye0b+D5t1qtN7uG0EZC0CPS2NnnK6PgC2PglIiIiNSwJpZNrD6N9ClybfG6iUIhu6BU8bldWYWaxdmP5BXj3FcWBCWjqm/LOrZvg0Iv0MLuRg/8P8tM9pGVX4ozJU7Uqp4IAGhWu7p39Wo1sWyKXezJLrRnxWSplfty8fvGY7iyd7NQNyVgDGIRERGRGmZiWeRAbpGt61cr6EsUifKK1LMRtDKhfttwDACw+sAp/9dasL+IVxEfx0OllcTDqSsDmPDCaqcCzDybvyPb0PIP/bDR77GPlu5Hj2lzRI94P59Q/Az8sNaaWXVjgVpg3m7XfrAS01cdwr//2qW6XCRkmMadjWIxlkVERERyeGVmgQoX8OAPm30ek7vYEJ+Q7TZ4d1uclcK7lBQNKjVSrVwBTEyl5zIt/C/lotfpYm8As8jo0OowIdd/vll9yNg6DHZC3ssIb7M2n9BeyGYr9qnXdYuEPsRzHCIiIlLDIJYFNuRK62FpnyXqLex6psSJUmelzzpZ9JRigd3Zh+J9Sm6fFRSWjSV2XUyK1ytX0yxURnRqGNDrK2x4L+KuV16pHNmN0S4a9mS/F35XquIYxSIiIiIVDGJZIE8yAkUQ5FP2BckyWj5bVjWspOOTf6KozBv0OnjKuqGLgiBgf05RzF6kk7quzdJkHz96ugSP/7IZ+07aO4zWrI2HT+PJX7fgdLHy8LCDoqnmtYIP3DusJb5IDXUh6jzREMJ52w0MB1RodqVLwEGbhpf/sv6oSnPYS8MRvxUiIiIiazGIFaC84nL8cUh5SnQlek5sn5mxzfPv7SfyPf/+aqWxIStq3l+8D8P+vRDTRNsiclOKL9z++Rp8veoQrv1otfl1q+wFg9rUCyiz5NbP1+DLlQfxrEq/Fmd6yd35983UMt8W8if+vENd76+wrMLS9d3z9Vqc/9pC/KoScDJC78ez8cgZS7ZHZLVdWQU4JLppoIWZWERERKSGQawA7TzhX9tKgPUXvYEMuVHLsnp59g4AwGfLD5hef6AEQWAmWJhS6nbbjlcFVfOKzU8Vr/aVL9+ba0lwY92hPMXnxDW5tC+Z2D+tFBemwwmNUGr1X1uzAAAPfLchaG0BgN83HMUfm47h8Cn9wQKxJ3/dgju/XMNjcZQL9vd7urgco15fjCGvLdD9GsawiIiISA2DWAGSHTYoyOeYiM/LjF6gmz3tLHVW4oL/LMKjP22SfT4uxCeLgiDgmg9W4sZPVvPiKQzZ9Z0IgoDPNQKnWvuInrYdULn7X1DqzcDJkplVjL1RHzMXnOKvLkJjWEGjd5jgvO3ZuHf6epz3qv5ggdiXKw/ir61Z2JlVYOr1pF8ou3yhqDRBdr79sykePV1i+DWMYREREZEaBrFCxGhwQHzBbcTvG49h38kifJt5WPZ5R4hveWbll2H1/lNYsjsHBRYP66HA2RVX/GtrFn5Ye0R92xrrCLRt4jpYWoEUxletJSj8m0JPa9ZQMkZ20ogQZmqLbw4E46s2817d5yXsiURERCSHQSwbVA0nVD/9cilPMmWpj5bsU30+1Hc8xTE0BgrCz+5se7Iy7vpqreYyWvuQU2WmNq3XPSgZ6iW7Hwiy/4wpdh0fBJ8L6cj8dIPVajMfj9qEBvLb4Oy3dpGfnNDa3vOPHzfqXjYSMp7dPTAS2kpERETBxyCWDZTOu6zMPigqq8DV76/QDFLtyfbW7Copr/R73o4p4Y3wDWLxhDWcnC4uD+lQL81tm8wi/HX9Ub9Z3rRWFatd0663LV5vJNTEqqh0YdInq/F/c3aGuim6uGvW6SX+CliPyLyr+qTrWs7qLv/zOv2TCPyy/pjn31uOhudkAIt2nQx1E4iIiCiMMYgVRE1qVfP8O17jk9cqzvvlyoNYvf8Unp+5XXU58clynsG780HB2jhh60ie8VomVtIKbmSdMVfPJbugTNdyVmdLRCL7MrG8/95xIvxrMC3ceRKLdp3E/+bv8TwWrMBmMDajNVMn6aO3xmQob9jkFHqPf4/+vNn27Zl5q+6ba7F684CIiKLfqaJyfLB4L7Jl6vKSNgaxAlRc5p/dpHTxWy0x3vPvWtUTVdf74iz14FRuob4L8XD3nahWF2uxkJhWd2hRP8XUel/7y3g2TaxmCdpVM098jNyfU2TLNvTac9J/hlkps0NXI4U4iMUYlnl6h2KGy+EkJ4zOI4wOgSUiIopk905fhxdn7cDNn2aGuikRyVAQ691330X37t2RlpaGtLQ0DBw4ELNnz7arbRGhtML/4kYQ5E9SxXdp66Qkqa63UKPI+YdL9utqn1g4XpxsPOIdzhCptXGiVaj7i1Z/SKumHgg2Qu7iU7x59kxlct1k+/F83PP1WuxRqqkWRh+onow+uWDeySDdOAvGYdF3tsgw+nKigNzHGcyP+EyJE/d9sx7zd2QFb6MmyE1eUz0pXmZJIiKiyLd8by4AYOsxYyUgqIqhIFZ6ejpefvllrFmzBmvWrMHw4cNx6aWXYuvWrXa1L+wpXedrDUXSOoddsjvHVHsijfiCKdT1uchXqK9ltTLzrGye5v7KrmnIVe8ux6zNJ3DDx6tlnw+nj1NPW8QxrNX7TwEAFh0P40Rmgx+w+Di8+Uh41kmKXP5fRjADhW/M24UZG4/hls/WBG2bYoEMyx7fV1+NMbNKnf6Z9ERERKG272Qh60NqMHQWPm7cOIwdOxbt27dH+/bt8cILL6BmzZpYuXKlXe0Le0rZKiXl8hla3n8H/zLuTIkz6NvUIg5cRUKB51jVIDU56Nus1NpHLNyHtLIlYrU+ltlkvKKzk0gcV8hyirSgoLhO1NXvrwAAOIM0wjAYfU/8fbSsX8P27cUSuZ+1YHb/rPzwqbVh9LwnSat4aIDyS8PvnIiIiKKTIAgolxnBJWf4/y3CpE9WY8Ph0/Y2KoIlmH1hZWUlfvjhBxQVFWHgwIGKy5WVlaGszFt3IT+/KmXO6XTC6Yz8E4iKSv87eeXlTvx7zg7P35f2aAKn04lKl7fjljsr/N6/yyXgfwv2oneL2obaoPdz/HTpfjx/aWfF5/OLSoOevr9YFGUuLS+H02ndEDEKTEWFd3jHC5d2xh1frVdc1o59udzpO7xEug25fU+OnrZVHY98D4cVld7tV1ZUKq7nVFE5aiQnIDkhjDNzTBIEwdB3K7es3GPlksdC+VtQKelHcm1xubSXkRPI+3K/1mWiHpezwv/3RU1Zubev/7LuMHo2S5VtC6lzCS6/z8rp9B8mV14evPMfca0pvfunHuXl+mpYid+/0+lUrLPnrPA/Jqgd4634/Jwy52FEctz9hP2FYg37vnXumb4Bi3bnYMk/hqBuDd+yQkqf76bDp9ClcezcXDTSzwwHsTZv3oyBAweitLQUNWvWxC+//ILOnZUDIy+99BKmTZvm9/icOXOQkmKuMHM4WXzMAcA38PPLzL9wqsj70R45ehSzZh3GkSNxcCe/LV68GLslb3/NSQe+3GM8iDRr1iyVZ73tOHjoEGbNOqD4/Ds/zEGnOsFOkfBuf/6CRWgc+V0iahwqBNzfz44NmVA7XMydO9fg2rUPPZmZayDet6T9fMtx/31Pzi8zZiHZZzH/bf89fwHqVfN9bPMp7/pXrlqFUzv8943TZcDT6xJQO0nAtD7RNDSl6jPKzs7SOL4ApaXxcOdseZf1fsZyr88r014mWDZn+fYjubZszfNdZu7cuXA4tIOWcuuqnRSP0+XaOW7u1/660fi9pmUrV+P0Tv3H8uIKwP19rNh+GLPiDyBcvp/IUPVZHT58GLNmHfR5Zk++93m3RYsXYUd167cvZ/neU55/V32Pvssa+269r5351zzJcVXewQLv62bNmq2YvZ5bKln/zFnYdFL5GG++T3q38ffff6OWenlSIh/Gz3WIogP7fuDmbq/6/Xn1278xpIkA9fOsque2btmCWSftn0k4XBQXF+te1vDZcYcOHbBhwwacPn0aP/30EyZNmoRFixYpBrIee+wxTJ061fN3fn4+MjIyMGrUKKSlpRndfNj55pNMAHk+j9Vp1xtYt8nzd5MmTTF2bHesnbkDq08eAgCcd955aN/I9273/oX7gD17YNTYsWMVn5uyYo7n3xkZGRg7tovi8wPP6Y9BbeoZ3n4gxNs/V+YzodAZ+MpCAFV32wcPHoz/bFmluOzIkSORmKg/i078vStJb9cF2OnNaJT28+wVB4ED2jMN7qvWDtf0Tcf+nCKc166+7LbPHzoUzev6RlCTt2fjo50bAAD9+8vvGz+uOwqs24rT5Q7V/TDSuD+jhg0bYezYXqrLvrBlEfKdVdm27s9A/BnLfS7HTpfgmXVLPH/X7jAA/1uwF89e0hntGtb0WXbV/lNomJqMVjYNczu9+jCwzzsbrFx7a+w6iQ92eDMRR44ciS92/625brl1TT+RiVX782SWln+tnn1FKqVZB4wd2lr38jtOFACZVcMk69SpgwtH9wNWeE9Yo6lv28H9HaWn+//Grtp/Cv/b6luP6tzzhvj1cyu2r2Xs2LF+yxr5bsWvHTZ8GGrX0I7EbTxyxvPbMWbMGMTFyUexDucV49n1Sz1/Z9XujK6NEoC922SXN9sn39u/AttPVE04MXz4cDRKq6bxCqKq7IC5c+caPtchinTs+9Zx/4ZmJTTE2LF9VM+V3c917doNY/vZWx8ynLhH7OlhOIiVlJSEtm3bAgD69u2LzMxMvPnmm3j//fdll09OTkZysn89ncTExKjYGVbKXIwcz/dNs3fExSExMRHntmuAL1ZWBbHiExL83n98nLnhSHo/x/iz7VBcj0ybgiouPir6hB02HD6Ne6evwxMXdcLork2Css2cQm8/TkxUP1TYsT/Hx/vegfffX/RlLe7OLsKw/1QFTL6+bYDsMgkyfT9OtP2DeaU4X+b9idsYjX03TuOYISW3rNxj8Qm+6cKTPlsLALj3m42Y/4+hnsd3ZRXg+k+qAgAHXr5IdzuM+Pfc3Z5/t2tYU6G9vv0/MTERNXV8LHLrUhpOJbU9qwjd02vrWlbqjb/34IGRHXQvP+7tFZ5/OxwOODT2PZLngsxxKt7/2Cl3vAkGvfunHgkJ+o750mOkUhArMcF3XS/9uQsvXdFNcb16232yoAwzNx3D5b3TUat6IuLjvdvX+x6I3KLl2oXIKPb9wIhrQi7dk+v3WSp9tgkJsXVtbOS9BlzERRAEn5pX5F+0Va6YqUumzEmoax0XlPnX7ggmozMFCYKAkwWx0feu/2gVjuSV4K6v1oVk+w7TJb7Nky2ILAjIKaz6zvXuL7lF3mDcmgPyGTBacwo89VvszsBqB6X6zu7v1m37cfunHS4o9R73GtfSn5UhuhZGRt2qjJQUSU3BQCbw2Hw0NLMECoIQcYX3w8XP6476FW2VK8wfzNkJjdp67Axe/XMHCiXnA2b7ciDvVG2TFTprxd3w8So8M2MbHvlxIwDfSRpidcIOIiIKrqV7cky9LvhXX5HDUBDrX//6F5YsWYIDBw5g8+bNePzxx7Fw4UJcd911drUvIr08e4fP3+4TMfHp0v6cIp+Cq8GglQBw55drURTCQNaHi/cbWv6VP3ei3wvz8F3mIZtaFD6kFxSxoFImsvT8zO3o+/w8/LzuiO6LqpJyb3BU6aJF7qJSz9qj/cdFZ9KQZfJLK3CqKLjHRbN2nPZ+OBP6NwcAFJf7BuKX7831e12mQiBVavMRa4NY5RUubDl6RnO/EeAfPCguj73jj1k7zw5Vc9Oa+TTcXPTfpXhn4V68+qf8eYybOPirl9HgnVqQaX9Oka517Dj7fczdlgVAfyYkERGRVXZlFYa6CVHHUBArKysLN9xwAzp06IALLrgAq1atwp9//omRI0fa1b6o4D4RE5+/TZ6+Dj2f9S2SFw53Z3dlFWgvFCbbfm/RXgDAtBnyNTNCweUScO/0dXh97q5QN8UUQRDw0Pcb/QKxoTjvFwexLupeNYTy46VVgc4XZm7XfSG4U9SvlF4TSMZMrAu0bwxp38Dn797PeY+LoTweaTlW7H3j2fnyGaFZ+aV+j8kFZ+VsO5uF1q9lHROt83fP1+tw8f+W4tNlB1SXq1U90S94sDdbX8CA/PcHuUOLlb/12TJ9zArbjvlmQUpbvElnkFX8cai961X7T/k9ppqJpXM/8rTj7Bfj0x4e9omIKAi0rjM2HTkt+zjvuygzFMT6+OOPceDAAZSVlSE7Oxvz5s2L+QBW87rahU29/Va9A7sMnpQZte14AVwuQXU7obxLWWTybn9xeSUe+n6jxa0xZ/neXPyx6Tje/Hu39sIm7T1pXzR/Z1YBflp3xBMg1GNDblWfmbHxGNYf0pdloof4IqV6omSYFqwdClLhEvx+YPRc4PCuvjniz/a8tvUVl1u621z6dbCVKwxtyi00n1XmHpZWq7o106fN216VifLJMvWM12v7NefFvYXkjlNWfr4X/N8i61YmEic5tkmPj2YCcWovOVXkHwhWO+k/mGsssOp+N+ISBFZ9DZkHTuHPLcctWhsREcWaS95aFuomRJyAa2LFukOnSjSX0XvHsNLmK4eNh0+j9b9m4ZyX/tadDRBMWQrZDHr8tO6IhS0xr7DMqb2QQU7JBbJdFy0AUOaUvxhXi9V8uiseW47m475v1uPyd5Zb1hbxRZI0cCcIAvZkGw/mKfX60W8swaRPMw2vT1r/JtrYFaITX9irXQzHKxSBDjfxCjvI/83Vnj1TyQ7PsDRrj9VaPzOJ8Q5WCgqAf/DHfxkrf+qN1LLUugEiDhr5ZZRJltV7CiEO9Kvt67I1EFXW+8zv5jKwj57WPmczavx7K3DXV+twQOcQRyIiii28OWg9BrFs0kRUINhdi0GuA1/93grPHTyddUoDll1Qphj0iYxLxshWVFaBf/64CYt3ndS1/KjXF9vcIi+lY6xWYff9Bu+K61FR6W3N+kOnfZ4TAHy/xkTgUhAUA3L+34f2L46VmWexRHwsVLsYbtuwpv2NEVmyOweP/bwZZRXGJplQCraVKgSFjQj2/QZB8A82MOFQP63gT9Vj/o/uyS7QPbnJqaJyPPzDRmQe8B+Cp+b+b9arPr9ElPmYX1qB7cfzPQXUpecvJTrbqnf4ntFgn9H6nXJ92Oph5MfP2DO0k4iIIpvZ0SOP/7LF8MRnsYJBLJskxPufMcl139UHTnlmnKuUm7LQJm/N3yP7OC9WAqX9Af53/m58t+Ywbvxkta416i1gawWzJ/V2dJtip/JFitlrDwHA2K5NzL04Bs05G4C3mvjrU8vO+GFt8DMsv1l9CJ9p1I2S+my5seXl1ExOkH08FPXaeMfQPOlvqFz/lgYm523Lwoj/LNadZfvsjK34Ye0RjH9vhdlmyhIP0dt+PB9j3lyCR37cBMD/BPxATrGudYo/D7V9XX7YpfLyTgvOl6zo5+IZVSMkcZSIiIIs1+SkRRUuQbOWaaxiEMsmh2WGGWqdMC3cqS8zR8rMLIeRMgNYNDqiYwhqqChlfWgFN+2oDfWDSqbVmRJzwzYFAUhO0HfY03OBY3bK3FgnvjiVq9HnfixUwZSXJBMbBEOjtGTZx81+BAt2ZuPY6RKMen0Rvlp50PO4dDiVNFBwPL/U6hGMsU02w8j3wdu+WANA/1C3/bn6AkhGlckMj/55/VEAMrMT6hw6L87iVQtiNavtX19ULQvRiixHK+wSzUbJGolERCTn/UX7TL9WbpIgYhArqNRSCU8Xl2O3iRo/AHD32UwuIwoVUvG1ho0pcbkEvLdoL1bt859SPpZE/jmsfB/Vel/Sul1GKN29VuqjgRAgIM7C2+WROnxk0a6T+GSpeoFvvcwcM3wzsfyf7/HsHLR+bKb5RkUgaS0lN7MB25s/zcTLs3dgV1Yhnvh1i+Jyy/b4HrNfnb3D77eKmVnmyf3uh6okpdZx3Mhwv7936LvpJq71qfa+k+L9T0eX77XuJoHZcxvN9Yo+1Mj//SciIooMDGKFidPF5guCr1AIHG08fNr0Oo2asekYXp69A9d8sDJo25QKxbAbM6ycVc8qpc5KPP7LZny98pDs81oXAK/8tcvzb6Pfw5W902Uft6toekadFMXnxLWQwu9bss6kT1bj2T+2YbXMtPbB4FsTy/+TLiitCNqFvtIwvmCTC2K9NHu7Xz04I/TU9vqvZCbVYmel32cfyovzI3nFyC+1fsKMYJE/HAbWuY/mmcvmdbnkM57c1H6bpM/pnRzmm1Wi3xSVlzhl1jdve7aubegi04cPnQo8o018T4QxLCIishpvkMhjECuI1K7tzUxXreXSt41P12l2R9l3MvSz8oThhIuywjHW9u7Cvfh61SHP0BEprX6RU+gdnmp05stgzkD3zsK9aFZH+SLuyxUHFZ/TsunIadOvDZUjefYMS9Lm7SOhDj4rdb9Jn6zGshAPFw0k/RwA/tqqXdNstaQ4eKVLCPl34nbsdAnOfWUBekybE+qm6Cb96OQ+SrVDpJ7PXlyHyYhtx/NVhywaycTS20V2ZXuH26md55ipCSo3FNmIXxV+74zwzcTilQYREQVGOrrFrkziSMcgVhCpnW45K8PjosHs0JXicuuHfhkVDhdevjMxybfHSDPXBWn2uzcl2RhSDgDPXtpF17oqDFxYJMQ5cE7rerqXD5TWZy8eHmi0O+WXhH4fMCpU11ziz3b5Xn1DkDcfOWNPWxQeX7TrJK77aJUt25RTGQbHL7fict8MrlDNjLPmYNXxL4w+GsNkZyc0OEufnQ7kFGH0G4vx24ajquco0uf03njTyroMxAuztutetrzChe8zD/s8ZkVrxMfQvSZLQhAREblJkwF4f0Qeg1hBpBZkOVlg7s6q1d5btFf1eUEQ8PaCPVi62zdD4XuVItzBEm6ZWErtMTKc8Ip3llvUmsB1apKmazk9FyoNUquKWM+471xc0qNpQO2y0o4T+aZfG40/MkM7NLBlveIe4g5UaJmz7YQtbQmXcaPhEIR3+2qVb0bi9FXyw4ztZuYzcbkEFNlQT88s+dkJ1YbtBddjP2/GjhMFmPLtBvV2SZ7TH8TSVxPLTPf/2GBdv0d+2uTzt9VBNen6iYiIAiW+vPhj0zH8tiHwLOJowCBWmHh/sXrwyIjbPs9Ey0fNFUXWuuM+Y9NxvPbXTlz/sW+Ggtk79VYOJTMSHNqfU4THft6MQxbP8iQeTmDHENFQMRKg0ZOJ5b6wcTiAuDgH3r2ut9mmWUo8osVo7bJIjGHlFIRmllLxrtG8rnKNMrH/zd9jT1tMLKS3XlvbhjV9/labSTacDhfSYYwt6tXw/Pvjpft1BQ8EQcDek4UBD/kyasKHK9Hl6b9wTOdMf1aTHivlvtdglxZQI86iVs0Qk/yt97dbnGGoNsOS2SzwQFjxUUficZ+IiMKX9LfJfV5R6qzEvdPXY8q3G3AmgFra0YJBrCAK1omr3mKoeUXGL2DFU7WLiafmNlKE18r3bWRV136wAt+sPoQbPrFvuJDSexM/HIoTdzOS4uN1L1upY2is+zNwF7MO5mWb2kV1INlUctPThzsjw3GsJA4Q2pXtpZeebB9pQPO6TzJ1rfuibk18/u757Fz9DQsj3dKrsjDzS5147o9teO6PbZrHrvcW7cMF/7cIT/6mPDOi2P6cIuw8UeDzmJmfh1VnJyv4feMx4y+2hf+bOFOi/Nsb7CCWuLj5a3/tVFxO2qyxXRsDqDqeTv1+Az5aIl+/7dhpb+Bq9pbjiut/9o9tepprqV8sqIkVRrFnIiKKAtLzAHctS/F1xkmTtTGjCYNYYSIUd+Ff/WuH4ddIi83JKXPqv5g/v711F7Anzijf5ZXKyq/a+Q9anYkl+rdSnVrxV335O8aL74dC83opuu8468nEch+gg1jT3W/bcsRBLP9Cxurvy+pZJ7ceO4Mxby7Bgh0WztBlkF3HJTvr5BilZ+vSfXnDYX31uQ7meie80O4/4cv9/itEAWqtmQ//b05VQORrHUMRBUHAsH8vxIVvLPYJjmntU+E0BFOJXBNfnKX82xvst5Sn926upF3uTKzFu0/i53VH8fzM7Tglc2NM/JjVwwmtEAl9iIiIYof0vHjW5rPlNEQP3/hx8Gq2hisGsYJI7YQ8FBdy36w+7PeYVvxBTxBr+V71Gb3EwxfaSYbbBOL5maHJKhETB3AOntKesTEcZnW0mp6+7P2Yqi6E0lVmDLSaWuvUZgDp/dxczNqsnEmgNDPVL+uPYO427VnipO74Yi22H8/HzZ9VZf2cKXbi7QV7cNiCaeH1suuoJO4iOg4pttJz6NVapEdGbdnHf93gzQbSOraGw+QYStxNj1MJ8iq9Rtf6RQuLh5ypbWPF3lz0fm4uZm5S3ifDgdxbOKSyD4drTEV6/uLOaC0U1R+79oMVqusIdcBaTqBN4nBCIiISBMGy8zil88W3Fngn4TpmIHEjWjGIZYOLujeRfVztZClcghkuQUB2fqnijuis0D7jm/LtBp+/D+UWe2ZamLX5ODo/9RfeXVhVA2yjzowGPQrLQj80z6eIrVImluQjLCh14unftmCtzgLXodK4VjVdyxmpieW+KO6eXttsswzbnaU8g5RPJpbkubxiJ+75ep3ya2UeO36mBA9+txG3f7HGWCPhTR92e/TnTXjtr5244l19xf7dtfGkwyetzjwwMwRz0a6Tnn+HOhNCK9unpLxS8+K7U+NUze2oraNbs1oY3rGR5jpCxZM5Gae/5p+RgIV4WfHL1FYx4cOVyCt2YvJ0+X0yXOIlRgM3agGuUJK+DbnZNHepHFurVmJhgzRsOXoGT/6qPZQ10MBaNE7oQURE+rlcAlo9Ngudn/oLeyyYpVbpvPiHtaGfRC2cMIhlIffQuPwSJ0Z29r8gUTtXyrZodsJALwhPnClF/xf/Ru/n5Gu3OJUiMwp+XX8UQ15bgPu+qbrQeOj7jQCAV/6sGk6x+sCpAFrra+U+69ZlVs1qCZ5/N0xL1vWaV//cic9XHMSVOoMToZJeR18Bbj211tzdVCl7yU6fLFMuSi0NHBkh915yC60rnL5sT1WGo96ZTN218d6TTBphZ53tXVkF2gsBWLDTO0RSOpVwsOzKKsDhU8WawY5tx8+oFmQHgNYNaqg+D6hfLP82eTBuPbeV5jpCxR0IFWcBan1vRn6KxIv6BLQUlq/Qkb636chp/Q2wkdGf5AvfWIz5O4xnbtpN+jbc37+R9+cbrBSw5sAp24rTXvy/pfhSoYanWKBHn7o19P3OExFRdJolqvf4+fIDAa9P6fQq2BPlhDsGsSzkzi5YsjtHdphcMLpeoHefj59NTyxVqGulZzihmDvjyj2eV+7ubaSbty0Le7KrLt71ZBGs2p/r87cVUXs7XdKjqeffzWprD/u7+H9LNZeRG54UDsQZkUYDwlO/24CHf9jo85iZ7r7mwClkygR3jaxLHGA4kOOb5SlXt8Yqo15fjFwdxSbF9euyLArgG5FbWIZRry/Gea8u0PxcK13AP3/arLqM0jDUnhm18duGo8jOL1XdTlycA20b1sSE/hlaTQ8Jd3dasts7VFzt/RhNqVfOxJLfyEyVYb1us7ecwMbDp/HDmsO49O1lyFaZGc9KfrX0TKxDLeMzVKTfhZlhwOJV/LnlBK56bwVGv7k4wJYFpkLHRCRERERKtG4uHz9j7Aa59KZnSlLV5FpReAkdEAaxAvSPke0AAE+M7eDzuLSffb78QFDqQdi9DaMnfDuzpLNNRdceuPbgKdz2xRqM+E/ViXip01vseLFoyJRYQanvBZ7VBcGtVrdGkuffn9/S35J1uvup+OJ/+u0D0CO9luJrjAZQ7Sb+rgEgt6gcP6w94lOY2uj+WFJeiaveW4Hx7/nXliko0x8YEH9WCfG+h/lfDczIZWZ/PahjOFRivPd7V9pP7CRuY7lGv9L6Du8b3hYZdeWDu4dOFWPKtxvQ/8W/cUxHlt9LV3TXXCYUvPurl1omllptOTk+NbEKRDWxRMtsPeYdei49hipZsS8XD/+4CRsPn8YrfyrPvGeUIAj4auVB2WCzu6C9+/hgZh9SuokUKrmFZcg84Dvc3X1DylDtM9G/Z22purF1PMC6HoFmci4KwfGHiIiiR4LojrxcaZhyg7OXS8873ddhRkdDRTsGsQJ055BWeKFvBSYNbOHzuPS89enft2K2jrvHgbI7HOIM8K5lICecb83fjXcW7glo+1bbfMS3ptc7C71Dtx6SZOUoiaTsUPfdgEB5hxN6HxvUpj5+u/dcxdeEatiZnLfm70bHJ/+UfU6c7isdPqOl0ECgSo34s4qXDHMUB5DsoOd9JsaH9qfHyCegVTi8R3ptXNilsexz4qy36z6K3JlksmSymH5eZ11tBnGXeWu+6Bgvevyi/3ozPONNpHBaWTh/2Z5cPPHrFtlg87zt2fhhzWF0fPJPfL1KezibEaXOSrwwc5ul69TjZGEZthz1/a3LMDEZh/t4aOXkFNuO5Qf0+sW7GcQiIiLzxDeLtx33/03Se2PPfc4oPY2OO3sez8xhXwxiWaBmov9jctk1mkVPA5Cn0PGt1qdF7YBebzYOcfhUMf49Zxde/XNn0IaF6CF9PxsOnza8jtX7vXfzD+aGR4F/JXEW1bCSKxQdSf49Z5fic+Ihs0YzsazKVBRvV/qVVUu0JhCpJBKSLdcfOu35d4NU9Zo2WnV1KlyCrtpugWachNLzM7fjUG6xz/7/3/nKNxSMZpeKi5mL9wGl4ed6A9ruOnJW2y86TsvVqHj4x00AgMd/2WLp/vDJsv34cIlyTT87SY9lXZum6Xqd+MZHUkIcPl9+AOe9ugAzNh5TeZV+gZYoCPffXCIiCm9mbqzJ+XHtYQDK1w7S3zs9Gf7RjEEsu1hw4npVn3T0b1VX17Jbzg61sHJomlwx48W7zF8UzNtmvlitOEPFymLwgbL6ev3ur8KvFoqYVTEnTyaWNauzhdlrI3ENKvE4eT0F2a1KNhMPRxLXMQL8++zbCwLLbpR+h3reQ6gDXblF3u+iUxN9F+NKwilD0E6Ldp+0Leh84Rveukjik0GlbK/vMg/rWq+471s5h4S4sPyMTerBGLmso17Na5varrS+XTBJu7n7JHu/xszK4v1jSLsGeHHWdkvbFej+5x6dIQgCpny7XteMhmLRViKBiIiMkY54kNJ7/lF29txdOvzQ/Xrpz838HdmIZQxi2aTM4PhXRTrPj9wd28rzKblzwxJJHSC3Oiky6WgSt32xxnRbxAeAcDpntPoE1sphFnYIdDbBqd9twLj/LfXUIZLL7LppUMuAtmE3aS0sqatEQ4xe/ctbh+f6j1dh1OuLVF8vV2PHiH0nCzHwpb/R74V5nsf25xRhxwlverO0y772l3KtoCW7c9Dy0ZmG6pFlF2hnHImD0gN0BuqtJP4MAp3tpSLAGgVK9bT0GtahQUCv18sBoHZ17eM8ENgxWnyMkdZhcpNOTjD45fk+tehk12thyFz8O7hfI7D0f3P9szbdMxlbrWmtarasF5D5rTv753aZoRNiF3Vr4vm30jcQSL1Dq+qAHsgtxm8bjuHLlQfDrv4iERGFrziLoilfnM38/0NSxiLO4ZC93rRyBvRIxCCWTT6TmWLTTMAjlEW/j+TpD6hUyFwIWjkVqPgCJBgF8vXaeaJAc5lKlyBbU0aWzussPVk9VhH320ATMX5efxSbRbVV5GJiSQnhcVhS2vdKytWDWGKFogLUu7IKsSurELNUauNtNDEcVeyZGdtkh629LrqQNnNMUernp4rKUSoJ2N87fb3m+o6KUqBX7Q9+ZqW43wV6wRrqTKzWDfxnwrXDsdMlaFLbN0jy/qK9sssG8omYOcYcPV2CDxfvC2Crxvj8Hml8/43S/Iermu0yWkXIA73JoEQQ/H933X9pbbJFvRo+r5Fbvt3jswNrYADc70t8HPhhjXX13oiIKLpZVWrFfW0nnc1wf04RHvxug9/y5ZX6r0eiUXhcLcaIXINT25vZJayM7+QUqgdKxEXN5S7kijUyVoyIC9NMrGM6pk2988s1GPDi37pmQdI761a/F+ZhT7Z2AM0KdWt4L8ICOVDnyfR/aUYFAHy8NDQ1X/Qy0v3kPi+1C9hA67soXVCLg1CN04xna8gV9M8tLEPv5+bKfodiz/8R/ELURgQaRAs0hhXo8SxYQ3K/XHnQr60vzd4hm4kTSIaq2WOM5jBzCz8ocSBY7gaO2J1D2vi/3uTnk5Wv/ptsUwwLgH8/d78FrUkaxJ+VIFg/82Kg+8+q/afQ9/l5Po9tlhSxJyIiUqJ1AylbJvFA7Txg2Z5cv8d+3eBfuqB53RQdrYteDGIFkZkhhnpP0ATP/62L8GhtWxzkkgtiWXk+LT4+hFMmlp4Lrnnbq8Ysf2JxcOZ3mQOaHWpVT/D8O5AgVmmFf1CzaS3/oVShzmxxU+pmSw0Ui7aq2KNeSl+P+K3Uq6leyFzr9W5rZKYRlvPR0v2aQ46Czdph16Htr3YGLsTiHA7ZALNccHrpbvO1E/UcY+RO/vZkq0+cYtfHpHW8kpsN1K4+Y1dfkM/Eqvq7n8ZwYPHHc/3H1s/QacWQ/pzCMp8MVrkbeIIgYP6OLL8h/+Hxa0VERKEid6q/O6sAV7yzDEt2n8Sq/f5BKafKTIPtG+nLsC8sq8SaMKoTHWwMYlmofs0ky9cpnjnrvHb1NZe38txY6+T8dIn34kXubrSZpijXC/IeIbQuVqz055bj6P/CPKw7JH/BLr7g+o9M7RMxuUh8IGQ/c0HAbZ+vwQ0fr7KsXpf4DoND5xHj9i/W4PqPfNsgV5NG7/qq2qF/WTvJXbRLCYKAL1cc8Bk2p4feAJ7Sd6sUNBMPazRzAS33EiOrKTYwBNNOdtS6iZXCzvFxDtkionLvPq9YvT6VmiY66jrJ7SZaGYFWfksr9npPSLX2Wbmn7YrT/2NUBwDANX0zLF+3eEZPwPsetA7LVuwffVvUwYrHhuPvh873X3/Aa6+y+chpz7/3nfQ/x1iwMxu3fLYG5726wKItEhFRNJC7+XbXV2ux7tBp3PDxatnnF6uMzvlrq76J0J77Yxuuem+Frlq00YhBLAuN69HU8nX2a+m9y1k90X9Ij5SV58ZaF7ufLTvg+bfcibyZk1elQJB4/39noXwdFjvc9dU6ZBeU4Yp3lss+L44Z/Pfv3arrko5xtkNxeSXmbc/Ckt052HTkjO7vYHDbeorPiT97vZlYc7dlYemeHBzI9d61lnupkcwuPXXAHr6wg+71aVH66PS045yX/saTv201vE2toUluSgFRpc9TPEzVXK06udfoX084BCDXHsxDu8dn48156vupUYFeo2sNx5Lq06KOz98Oh8Nwxp+ZYJ5S35J7/4//utnw+t3OUyl6XlJeiTMlTsWMY7XjnZVdUDzrodY+K/c7Kn5src6MRj0u7dkMKx+7AC9f2c2ydbptkNTrc3/WWucJRoPmCTJ9uVfz2mhSqzra2Fj/7d9zvOcee2VmXAxF7T4iIgp/cudH4msFufOPvGLrirIfzbP/+jIcMYhloc9lirkHwuEAbhjYAs+M64w5Dw5BgsywBDf3CaWVWQFa1znlKqmQeuzK8q/p9IFCcd4wuAaWZSQIY3XChtymxZu49O1leHn2Ds31uFwCthxVHu4l3ozR0XELd3ozN+ReamR1p3Vkd9StYX02pFTbhtoXUlq1a5ToDTAp9SXF6XZ9huMabJTC9kKRgKR1fBMEAWsOnMJHS/ahQnIAe+b3qqDi6/N24WCudbOABjoRwf8m9DK0vHQfdACYftsAQ+u4+L9LDS0PKH/2O07k+2UnBtI31L7jXs/NQY9pc1BUJp/ZV6SS8WdXd5UGd6Tk9jfxW3zi1y2WtqdxrWqWF3hXmpUY0M5EM9oXpo5q7/eY2vuJkURIIiIKU9LzstFvLEa+6Oax3LXiFysO6l5/PY1rm3ApwxJsDGJZyOoTR0Goukt/0+BWaN8oFfEqc3i6T+SCmYmldLHR/2z2mFZbRr2+WHdb9AaLzNbeWXcoDztOGH+tke/cSIDxx7VHMPHDlerblgkBSb+z93XM2PX6vF2q09PXSvEePI3WxJo2Q1TUO8BMLD2sXJvStxVo3Tm1Nur9IUo2GDgRb9NMFk5geVjWfS+lThf+2noChWXyEyDM3nICV723As/P3I6ez871eU5c82amygyRRl3cPbAM3K7Nahla3u+Y4wAGtFbOpJSzU+YGghaliUmen7kdvZ6bK/ucGWqHSXdRcKXvX+04ttWmYt1aM8/KHfddLgGni8sxZ+sJlMvUCgw3nyzzr4XmflviQ1aSTFah0XPr1OQEv8fUjh+hnMEZYBCNiCjWSa9ldkhm9Ja71DFSGkdrYji1+lrRjEEsC9ldw7mBSkFmlycTy7rtaQWxlC643a8rVrhbrkXuAkVvrOPGT1ZrLiNt96miclzxznKMfmOJvo2IyA19UJKvc+ZBAPjHDxuxfK9/IUAtZgoqv71gj+JzV/VJx0Xdmnj+DiTmJFsTy+J9JhyGrQVC7+yEalmZcsSfy4dL/AObWsGzfJnggJljjTQ7yqinf9+CO79ci3u+Xif7vPhx6XGkpFz//qfX7udGBZyJJTXtki6qz/tnYlU98PS4zpa2w05vzd+NEf9ZJFtf7nQAKfYHc/yHgbkdyC3G+a8twG4TATw1WiePcvuJSwDGvLkEd3y5VnbomtWGd2wY0OtPnPEP1E35fhM+WrLPJ3u0Q+NUv+UMB5kcDix+eJjkMe8/0+v4TgYinyVq/Qm93O+X3LZi9Y44EVGs0rr2kKsL21ih/qeZ369QTzAUKgxiWcjqTCxpZHfKiHaKy3rOmyzsxxUaJ+dKO41LECAIAt7UqBGlRO4kUG04g9jJgjLkFZX7rOPwqWK8PHsHss/eMZcO/5A7QderZjX/u8aBkpsBTI400g+oFcZXptZv/z2+h0+9nUAyp+QuZqwOOu1TuYg1SumHJNDfCrWXKw0n3HuyENUSvYdrU1WtBAFvL9iDhTv9i0lWuNSDS58bSHuWE+dwYOnuHHR88k98veogbhrU0tR6vl9zBIB6QUwl4fYTf+u5rbDt2Qv9Hh/RuZHq66T7oPvPmwe3Ql9JvaxwU3k2A+nfc3ZhT3ahbED1GXH2pkGHTqkPEz2YW4xHfzZfr0uOmZpQLkHwyQy0W/Uk7XqaapTqdj0/c7vP+7tEpi6o0eNlnANoJglUifu8tIac3PmCHYEkpd8q6Y2HIa8uQLmJmaiJiCgyHdAoUSGXddVOoTTJ39sVyoKo0FtPN9owiGUhu09calVPVHzOk4ll4aWaVlaI0pAOlwC8NHsHvll9yJJ2OCtdhrKkej03F+Pf8xZin/DhSry3aC/u+mrt2UeU35fRCHgNjYsD6WekZ7jjc3/ovYiz5rs2EkcSX0zomS0TqPpMn52xDd9nHlZdn9vYbo1l17NXZsYoALhxYAvPv4NR3DDQINYWlWFNBQrZesdOl8gO1dGr1OnC3G1ZeO2vnbLPa130yWVQGTnWOBzA3V+vRYVLwOO/bEFKgBfVZlg9Q2Kr1MA6wvbj+UhJ8g+CN6tdXWZpL2kRd/FfajWhguWQzMmc+7ja5l+zfIZ55hU7Lf3dfPp37ckUAs0GlDIzO2EwZrRME91gSQ7g2KHltChLU3zO4Kx04fYv1ijWuVTikMl5Uh2CLfNZ6s1otYI0/n/0dAk2Hz0dtO0TEVFova4xO73coJ052+RnIJxu4tp59X7jI3eiAYNYYczIRaL7wsHsuduE/s39ty9ZmfRvpeLVO08UGD5x9d2Q759yQ060rBNNB37kbGDD/Zg0cPLFigPeTRse+aAeAtohCVqNedP4kEWVrVuyFiMRfPGB+L7hypmBYsv35uKTZft9Zn/yrs//Pdx9flvZ9Sgd8BeJsnJSLcyMU66JFRi1H6i/lQqzw9hwVDmHVQJ8+zUy2JSGROkl/Z6DOcOoXS7K8L16baKQGq7EbBai2jEn0eAwUzvIzbgze8sJ2WW/WX0Id3tuLgSuTEdALMHigI5WUEw+E8vSJuDctvWx5BHfIXji33Sjw4+NeFe0L4snEvl+zWHMVThmq4lz+O8b4r+l78TlEpCVX4rrP1qFP8/2M43EUl3u+GKN4nPijFm57zdW65MQEcUirV/Yo6f132Bfstv4SIM8HRNfRSMGsUKkf6u6mssMaqMv0wUAXpi1HYC+cbHSO/n1aiShSCarSnqirTfAo3fon167DRS/00N6Qf2tKEMoksYVOxxVJ9PC2eGbd3yxBlO/32jzNqvqlcybOgRp1fUFjOTqKXnWJ/OY0vwFiQr1x8QzzV3eK11XmwIRaB+RGzK4ev8pDHl1ge51iJugd+jMe4uUA0er9qlPH29FhqdSllmkinP4fiaG65SZDEKrleG7qo/9/V+L3P7xw5rDitlHaoFbO1hdu1Ir6+eUzE0YPceQMW8uwZvzvEPy5T6/+Q+dj+/vHIgvbumPjLopPs9d1quZd11dm0hfajutY4oSh8M/UCveVyYP873JUekS8MzvW7F0T44n29qKTKw527Lw87ojns9dfDNtpeiut9ymWBeLiCh2SH9/pRJUJmaTMnMT5LKezbQXikKGglgvvfQS+vXrh9TUVDRs2BCXXXYZdu6UH55C6sRDoKRevao7JvTPwKU9jc96pdX1ayYnYOpI3ymsL+reBL9vPOa3rDTYFaoAz9Zj8sOvasrMYiSmdCIpfV9iRt+h1bPrGTF3WxZGvr4IEz9chZzCcsVMJanCsgpdQ3hevLyb7OPN66WgbcNU3e9dLXNE7iml7+fXDf59VKpNgxq62qSLXalYMq5+f4VqPR+lbLnfNx5D56f+xAIdgYCTBfKZk4CemUiNrU/Kjv0kGEOy1Bwv9n1PRt9jfqm5O2fS7Yhr+vVIr21qnVaS+1aclYLumyBdm6VZ2h4pq2tXagUs5I61emIc24/n4/V53uxVudfUrJaA/q3qIk7mmCn+vNsq1N6wk9w5hR5yd5TFb+9KSaDWJQh+MzdZFUSa+v1GLDk7WYr4Zpe49qTcsbPc4iGrREQUvtSu6QFgxT57h/t1auI/qUosMBTEWrRoESZPnoyVK1di7ty5qKiowKhRo1BUZP/sOtFGrSbM1X0z8NIV3WVPtj+/pb/qerUuFFKS4v22rRT1/XqV77CnUF0yKr0npZpcbkoZQGrXMEYDdVoHDrtjXHtPFmHFvlzdmTIFpU50ffovnPvKfADAa3/tkF1u27MXYuIA/yGmYnrfmtJnIHfHHQDiDXxo0r7scDjw410DUbdGEt68tqfu9Rhh5ZDFw6eKcUZHGrB0koXcwjJsPnIG93+zHmUVLtz8WWZA7dCcYU3msfdVMruk7NgPHpMp0C0X2M4tLEPLR2davv28MuXaVHq0aWAusOA3O6FK0etQOFXon3m05uAp2eyYCf0z/B7r20I7SzkQat9TdkEpHv5ho9/kH2q09p1TMsMrzdTlcsq8Ri2bT/ybEOmztkrfQPVE73H/PzK1SKwMcO844V/HUrx6uXOGSg4nJCKKGVaXKTDK6ptzkcLQp/7nn3/ipptuQpcuXdCjRw98+umnOHToENauta6mRawY0q6Bqded3179dXqCGdKurhRQkxaglp6rPXWxPVO6SzMUzO6baxRmVFLLmFCahck8aw4sIzqpz1imd2jS5iNV32n22SyatxfIByLkCk77bVPnF5O5X35YidKrjRyML+ziWwTeAaBvy7pY+8QIXNqzWUBZHUr7Ug2NDEAt7qyqrPxSnPfqAvR4do7mayolRV6W7M7BuLeWBtQOMa3MPLlrwmwDmVhyw5UD9a3MRAHJCf4/aX2en2f5tgH/YJL4uDJOZpY2Ka19Wol0uLZ4dwmkYP4/R3c0/Vqx22RqCZU6XbIX+3JBN7szfpUmiACAf/28GT+sPYLL3l5m2fZWydyBPaMyxFpq4c5sVFS6ZLN71IZGij/GUGYMGyX32Uhbv/rxCzz/3pVViNWS3xgrh/Pll6iXWpAbJh3MwvJERBRaoS5FEzm/8NYK6GrszJmqC+K6dZXvnJaVlaGszHuxk59fdVfL6XTC6Yz8QmTu92D0vQgu5bpRZj+Xqs9U/WJREAS/C+Jh7evh46X7ZZcVt6VccvGUkuiw5Tvcm52PxqnemRgFmSqt4u3eeV4rvL/Ev/0lZeV+7XM6nRAqlT/7iR+uwu7nRsk+d7qwxC+A4axQr/9VWWHNxbsgqAcZKiqUvwfxZ1Aq+rfSd/fhDb10fa9639tHMn0LqLqwktuO4DLymfn+cFRUVMDp9B7Obx7YAg/96J+xo8bdpkqFfrLvZIGh9Slt42vRhAJaSsp8P6c4mQBbIPtiabn3eLxZZvbEejUSAlr/ewv3mH6tGmmbpIFHO39j0pJ8j4/tGtbAvrMF8v85qi1maAynOphbAKdTf91Dt+OnS30fEB2n66XoD2JJP5vh7evhlT8NN0dxfVKPy2TObZTJeKqorLT1e8sp9P9dcBNPg330VCEGv7oIkwY2x3X9MzD5mw24c0hrXNrDWH0puWLzLgOVx2/6NBMPXtAW1/T1r3lRdbyTvxcpPheosOh3SA+n04nicvPb23k833+/drl8HqsWDwxqXRfLZepu7c/Olw1mm/XWgj2YMry1z2Pfrj6I1/7cgQ9u6CWbBVtWHh3nt+Rl9lyfKNKx72sL5m+snMqKCjjjouPmiZF+ZjqIJQgCpk6dinPPPRddu3ZVXO6ll17CtGnT/B6fM2cOUlLUC6FFkrlz58LIxzlr1iy82Bc4XgL8b2uC33Pq5Lcza9YsnClXfh6oCipu37YVgPdiZ+XKVT5/u7kE37ZUzd7uXfeGjZtQ/YS7kLh1Q6y++CsTZ1p6T/K3H3P4te+PmbM82zx1ZI/f8wCwdt16CIcEn7bNmjULWSXq7fX9/L3LPf3lXAxv6nuQ2JTl3zaxFSuWq25Lr6ysLKglTn7zx9+K2xG/n093xXnWU/W472uub1uJ4j2ZmKUj5qD1OWoRBJdsX88p1b/e40ePQPy5zJs3Fymil27OUf9+5LjbpPTdPjNju6H1ybn//dmYfUR/uxas2uDTlpXrN/u1Te771Gv77r2Y5awqIv3mlnhI7+ukFR7CrFkHJa/Sv639R7P91qlHx1ou7Dij3O+l/aeszLftH/xg/jPR0qGWcPa4X2VIClDYKA7nNHQhc8l8ze0e2bMDs/KV+pLva9NrCDhSVPW+iooKIX6Phw8flnw3+t6v+7NLjo9HWaUDSxYvwiv9gH9mmvu8/pg5C+Uu5e3/uO6o32Mbj/gHTA8cOIRZsw6c/cue727GzFmQq8NfVOTtP4NfXQQA+HzFISzdchB7Cxz4x4+bkXh0vaF2yWXqnNA4nkt9tWw3auXt8Nvu3/PmoUai/GsOFcKz/Pz52v3RKrNmzUJemXfbRh07keV3LNu9exdmlfrWXz2V6/0tE/t21kI0TfH93Q+UtD1/76iaPeq+Txah0uXfhiWr3eceFG3Ex3yiWMK+r+yvA/K/R0Hb/l9/IYBE/LBSXKxcH1jK9K/8vffei02bNmHpUvUhLY899himTp3q+Ts/Px8ZGRkYNWoU0tLsLeAaDE6nE3PnzsXIkSOBFfpnFxs7dqzn3/97co7ic3KmrJAffjR27FicyC8F1i5WfO3FvTLw4AXt8ONL3rb2698f2CY/JLTzgPPRpFZ1JCfEobi8Ag+vnu95rkvXbhjbL121TWbMPx6H9+8Z7fn7xLID+PWgb92LUReOBlZWDRPq07M7fti/1W89FXVaYuzYTj5tGzt2LPadLMKLG5SHi2S6WuGx0R2QlBDn89o27Tpg7Pm+d2TzM48A+7YprmvQoEF4fctqxef1atqkMbbkKRfvbtahB7DV/zMAfPvT85sXAqiq0TJmzBhMWeH7o5TethPGDm6pq037c9Q/Ry3x8fEYO/ZCv8eP5JXgufVLVF/bun4KzpRU4NUbz8GQf3v7+6iRI5FW3XtV59hyAp/t3mSoXd0GDkVGnRQUrjmCb1W+20AYCWABwO+HfJcXajUFDvsW8h914Whghbmhc81btMTYsVXDyeT25b59+2J4B9+hzEb2+dp16gAFpw2369epF6LEWYlez8+XfV56rHxm4wIUibISt1Q2A6BvwgOjTpQ4cN0lI5CY6O1vV4uef3Cl+uczbtg56Nuijuxz0s/2u8lDPUGVmjVrIqvEW4eyaXo6xo713khKa5+Lmz+vOp6P6NgASQlxmLXF/zMYPvJCVEuMx6Nr5gGVLgwfXtXv/5lp7lj+xPpkFJUFPjNts4wMjB3bBYC1vytirXqeKzvU+OHMeQD8s6RS0moBBVVZ5GPHjvVpV3JCnGy2lZpGjRphS57+abRPljoweMj5wDrf4+2oUSNRq7p8FKui0oVZJ1ehUVoyLrigM55Zp3xeYKURo0Yj82AesM5cmYm0OvUwdmw/n8+4Q4cOGDvU97f355x12HEmx+/1rvptMKR/BrBO/TfECOl37rY5T/6ipUXbjhg7pJVl26fQE5/ri4/5RNGOfV/blCetO1dJSojTNfmW2JjRFyI5MTqiWO4Re3qYCmLdd999+P3337F48WKkp6tP6Z2cnIzk5GS/xxMTE6NqZzD6XtSWN/u5JCYmIiFBPqXxmXGdkZKcgHHdmyJJkmrviFPu+CPfWIYeGbXx2+TBSHD53ro+cKrEtu9QvN6UZP9txCd4u+7gdg0B+Adwvl59GBMG+M4YkZiYiIRE9W7/1arDSK9bA3ed38Z3m/Hxfu/XoTFtaly8NQeV1QfUa3W9Nkc5dUrcZnG92U3H/GvDzN+Zg7uGttPVpkC/+ziH/DqSk7TTch8c2QEXd28Ch8OB1GoJnmyHxCTf40qSxnctp6BMQGJiomXfnR0a1aru91inZ8zXfurctJbq9ykgLrDv22RNnqTERFRLTlJ8Xtom6cxm9VL9f3usEofAfse6ptfR9drz2tVHcpLycg44fNYzrFNjNE6rhhP5pRjdrSl6ZtSWDWK5HFXHM/cxITkpCYmJiRjRqSHmbdee7VLKigAWAPy1NQuvje9pybqUJCfJf29KJ47ioq3S15mZia6g1PhnVSlzlzdJ4X0AQGIiMGvKeYrr2//SWLw0ewc+WLzPcFvU3PzFOr8aVUaUVQp+7ykh3v/441AoCPbh0gPYmW3tZENG9/G2jdKQmJiIikoXHvx+I3o3r42bBzOoFQ2i7dqFSC/2/eBoXb8GdpwwVrYkKSkJiRYOow8lI33M0DsWBAH33nsvfv75Z8yfPx+tWvFH2Wp3SjJ9jFKqLbdw10lc3TcD1ZPi/YrBahUhddctkS4lV0fLDqeK/MfHigu3VlOJPl/8P3PFr79ZfcjvMbkZj7SK+Vk10/ZpjRnscgr1Fdk+JZqK/JRkWnLA2KxOgRYSVCo2rKcIsXhmQ3GBbOkrzRQ0XnMwD39sMjc9fLB8uuyApevTmtXurq/WYv0h85MehKroZZKNgcjqCYG9J72vdjgcPv3YJQAL/jFUdT1/PnAept82AFf0aqa4Jfcx1HX2/+7fhVDPcpMvM/zOagt2GgvSFasE6Mx07dUHjAd5isv926B1fHM4HJ7/5J5LlBtTGaBAAlgAUOb0f59y7V+4UzmTbfEu/+c6Nwlm5n9Vp/h02QHM2HgM02bYk9FLRETRJV5txhYFETR3i6UMBbEmT56Mr776CtOnT0dqaipOnDiBEydOoKSkxK72RZRr+/lPFy4nQdJBxUVIHxvTKaA2KJ1PF4ouDKQnhC6XoGunCdWF6Ovz/KfQPn7GW9xYmlmmxaVj5qJSmRNpubevlX1g5SxJgSiUmR1OrmVyNWqUNK3tnw1khFKPq19TOfPG+1rvq8WBN2nfrlnNm4k1olNDXe167o9tuHf6eizZrX+4T6TT811e/s5y0+vfflx/erBYoD/MnyyzL9CeXiOw12vM1eBdThB89pX9OUVoVd+7cbnjcu2UJAxqWx9xcQ7FIMvvG46i0iV4Zst0B0SkPwU1A5yN0wwjwXQzXp/r/5uiZmeW966o0TR/q5TIBrECW2e8RiZxKMj99lrh/67uYct65bhnWHxhVuD1E4mIKHbUTjGe7RajMSxjQax3330XZ86cwdChQ9GkSRPPf999951d7YsoD43qoGu5W8/zzWD7/d5zLWuD0sm/2sXg4Lb18es9g3Ws2/8xuWweOWanfj+QIz8s4N2Fez3/Nno3+ef1/gWGpeJ1XD0fyCnCK3/uUF3GyiDW0+M6m3rdjI3H0PXpv/D2gj1o3cB78Sv3feoJ8LkZDR5KKWURJMTHoUOjVNXXil8qbrJ0jXVreANiU0fq2z/dZm0+YWj5SJZXrG8/NqvUaf+F/6Yjp23fhligJw1aGbBuTWpVU8240VqN0tPPzNiGLaKZKN2bSEnyDVo9ZfK4E4i/ttpTx8ytwiWYDpQNevlvi1ujT5HMjQhHgL1QekMtHMjVFzOTUStVPYj1Qh7/ZYvfY3YF54iIKPJd0LHqRnuZifPlUGfQh4rh4YRy/9100002NS+yVNcZqHl/kW8Nig6NU/He9X3w62TtQJIWo+flU0e2R7XEeH1tl1l37+f0zVahFYBp00A+rSG3SH6YnDj7QGsolNSx09qZgw6Hw+8iJ1cSsBvxn0Wa66kwMJW6FrM1NR75saqw+Wt/7ZRcDIQ2S0ztmDtbpZaL1KA29RTXKX6/gQbdotkzv8tPChBqRn6YL3nL/CQDZgQ6EktvYP/a/s1Vj89aF8eNUqvpem3F2eJY/xzd0fNY6wY10FSm/prd9p70r9dnNbXhaGpyCu0N+CopsTAI8sd9VTfOzAxbsJtTZgy+FefnpRW+n5+RG2vF5caGuFbI3Awa8Z9FOHxK/6xLREQUO9y/x0YnigGYiUUWCKS+xOiujdEzo7auZc3cPVW6Y+veafSsUm5Yn15ad1IfvlA+S0bpIlYwGcQqdVbitw3a9Y5SkuL9AoKfLT/g87fciapUuAwndBMPSXFW+rctmMF8tQCFVjvETw8UB7Ek/byZaJhcOGYdhIvsgjIsNFgnKBzIDbGy0xMXeYd7B7Kv/PnAeaq1/MR6N6+jGoCds009a6lWSiL+uO9czLzfP+NXnIHnHnLcuJY36NW6fk10a1ZLVzutFIzjpt46guFCLlhppg+mVktA17PfaYXMb0CoXdKjmd9jVhy5pe/VyDrlfiu1fLnigM/fR/JK8OB3Gwyvh4iIop/7WrZMdMOlWqK+69sYTcRiEMtKiUGqL6F2QaOYiSXp4O6A2bjuTQHoC8hIgzhit52rniWkNYPTqM6NZR9XCn7paa+c/BL1Aulu8XEOS2qAmW2nVFWBZnPEd/BPFngv3OTueAez7JnacB6tDBzx0+I+Ikiyy2okJ2DlYxdgzRMjwjLrIJzc9Gmm4vBdNyPDTYNh7cGqYvPBCmb1EN1oCKQ7dWwczCLTQNdmtdBeZoiu+I6feD/65Z5BGN8nHS9e0RWhKJsUyHA/vQ7nRVYtTzOF3cVqVa+qszGgVV3PY28vVJ7VNlikb6FLU/99w4oTdOnNLrunI3/yN//s1jUHzU+OQURE4edQbuAZttf0zfBco4jLb+gdBs/hhBSwOIWrmg1PjbR0Ox/e2BdJCXF49crufs+9o3BSKm3ZT3cPwsanR6F5vRQAgQUvThaUaQ5M+3OLen0hpc9O6ULmoMmDRoFMXRE5LkGA3PX695mH8dRvW3QNSQSsyyhoVseaIT3iYKKejDQjOjZWr2MlZccsZHIfd+Na1VC/ZrJiHyOvXzeo14sL1eQOSjaerYM1c/NxW9Y/tEMDn7+tePuhKJQOyAc8xMcncbH4Xs3r4LXxPdAwVb0el12O5BXL7stW+u/fuz3/Xr43B8/9EbwZ5NKqGe8DckEsI0Okf5s8GPcNb4tXr/IWOA9VkXqxZy/t6vN3y/opfstYNcuv2Llt6+teNpCZWYmIKHo9+0fg5Tj6tqzjudEiTjx45pIuAa87mjGIFQS1U7RnWzNicNv62P7saFwtmQ1xV1YBvs08LPsa6XVIfJzDc2e26m/z7fls+X7Ni1uzUWKltZodCrJqn77pv7s1qy37nh75aRO+WHEQd365Vtd6rMrEsiN4sEhmGvJAWH2wdRc5lOftT3VExduTVDpyHRMzfsSaN+btVn2+UhDw55YTuPsr//7fr2UdnNdO/4Whmo8n9cU3t5+judz+s5ljdmXtvHltL5+/rair9v2dAzWXaVpLuY6VWXIxXHEQQylTURrEurh7E0vbJefndUexSzQjoN0mfrgKHy+1byZLKTMB/ECzDVvWr4GHRnXwmeziugHNA1qnFaSTqPRpUddvmR/Wyp/X6PG/Cb3w6+TBaJSW7PP4nee31r2Omz7NNL19IiKKXkdPlwa8jnE9mnpKnoivb7s09S3n8NpV3bH3xbEBby9aMIgVoeQuOI6qZAdpzWIUSCpinEN5Gnc3pXpEA1rVxfOXdZV9To00qNO+UU1dr9P7Nrs0TVMNHG0WzeqlptKiwu7BGsUVyGZqJifggRHtLGvLc5d19SnaLib+HmsmJ+CP+87F7CnnqQYZUpISWBcrQIIA3PXVWsyWyaz8+rZzLCsCfkGnRj61zpT8uPYIAOuCxVLiQD8A9Eivhct6NsU9Bi6ApTo10c5YbJCarLmMUXLH+Jc1Zletep3v301qVfOpDWaVl6/o5vP32wtCP9TNqJsGtbRt3XKZWIEymj1rB6X7DjcPbun594kz5i8SxvVoip4Ztf1uJraoJz+ZDBERkV7bj+fLPi5XBkbpGrRaYjx+Xl91Piu+9JTW2u7Tog5Lo4gwiBVFbla5W2ikULYcufpJbvtyilQDPnVrJCnO7vPdnQNx/TktNLbuT9qcl2WGVsr5XecQOpcgYNMRfYEqNaeK9NXg0hKsYVwT+5u/M18tMV627o5ZTWtXx3SFbBxpf+3arBY6NdGuM9Q1BEWqw9Wkgcb3O+nMqmJJCXEhqZ9U6qy0LYgl5XA48Ma1vfDgiLaayw5s7Q3C+c6gqX0CEqxBm6eLtY9P0hOmOIfDliGR0u38scmeIaJ2GtW5kW3rLnFaP/zaaLGp5nX9h/oFSmkmptrVvUEnabaWFUI1rJeIiKLfExd39ntM7lLOfbNUbgIR6XlRuE0WFmoMYsWIBI3xglp1T1buy1V8buam456LyGGSGjIA0L9lXcNDIdwzMSnHbnyf0FtUf4XK+xCrdAl4I4DZGN1KDE7NrSRYpYjaNDB/dzqtWgKW7M6xsDXWk7uDYXXNukjRwURxca0ZSkNRP+mC/1uEJ3/dEvTtatE7q4wcu/b3/03opb2QhPQ7dTgcaNtQX+arEa0NHHtqJMXjwRHtFZ+f0D9D8Tk79W5Rx7Z125GJJT4civvrG9f0lF0+2YLhtFJZ+fJZVuK22V3P8J6hbWxdPxERxRbx0H0x6TD+MyoTjiVIrm3tOA+IZAxixQitkzSt9MS/t2erPj991SEAwHGZtP8RnRsZriXT8ck/8e7CvVDKSZBGoxPirT3J3ZVViJU662ep+fcc/YGwO4a0Vrw4dNf8+eGugZozQQYikBnXa1ZL0Jzdzipmh7+mJPnO9NG7uf8wk2hyWc+mis8FUgdPiV1BrF7Nays+pzaMOpSeHtcFLeql4IXLAx8ubZVxPZT7gxLpT0OcA+jbsi5ev6YHfp08WPF1/xzd0dB2uqfX1rXcv8f3wNZnR2OKytDlR8dYP9xRD+kMeFaSnrye09q/dpRRu0546459dnN/ZNStjg9u6IPLFGbDldaIs8Kv6+Wzo8WHErnzk5WPXWBZGwYbKPIeKPH06UREFDscjqqJc/SS/vYFa9RBpGAQK0jOb+/NUFIvWG0PpYiwW7JG1kDmAX0BnR0n5IvxNkozXqj4lT93oMzpO9Sg3tn3kScZBmP1GOGf1h2xdH16/GtsJ8yber7scxsOnwYA9GtZVzZF1SqB1PCqnhhvuuC+UWa/7St7p/v8/dkt/QFUjTOPRmrDbO2YkteK/VBumM85rbXrY5kh/gi6p9fC+zf0sWzdLevXwKKHh+G6AcaHbbqHWFsRqAiUtJ+4A5WX90pHz4zaiq8zGohTGzLWWPT7Ia5r98ENfXyeA6pmWZTWMlMyf0cWPlqiPETWKDsThqTZzK+JZhk0Szxks1fz2ljyyHCM6tJYcfnOTY1nb7opfSdK/eT3jd7gltxxpbHFkx8seWQYvry1v+nXD26r7xj1jx82md4GERFFLkEAMiSzzaerzD4vreOrNnlVLGJRgCD5v6t7oO/z8wAA919gXfFrvbQuKBqmqp8Q1qtpvtCwIAgY1Ka+qRonEz9a5fN3blG57HJmLx5a1kvBgdxicy8OoswDwZniO5Agv8PhwN6ThdY1RnVb5l6XKpnaPq1a1YXVfcPbRuUMVNUS4xWfsyNr6vgZ/VlRDkdVwGHfSd/svcIy/yG4rWwqwhzncKDy7LGxb4u6uFDlAj6Yru2Xga5Na6Gdzgkrgknv0C6XS8Af952Lx37erGsiDLX1vja+O274eDUA331/VJfGGNWlMVo+OtPz2H4D2aC3fLZG97J6BBIYrp2SqFqjrEg0NH3KBe2QYUF9KvHwQK3JXwL17vW9MfHDVX6PK9Xb3JXl/S2pkaR8HAtEzeQEFJZVoGvTWqiVkhjQZ/rpTf3R/onZmsvN2HjM1LBeIiIruVwCKgUBlS4BLvf/XfB7rKzciZzSqt9WR1y893mZZf3XCd/nz/7f53lBQGWlC5WCpE1n/+19DDKvF69T9PzZ11XItkm+7b7rhMp2xNvw/UxTkxNQIHMOK1ZDcqP2sp5Vmc9PXdwZz/6xzee5eMkoI7WAVyxiECtIxCeLe7IL0UPlDrYR15/THF+tPKS5nJ4Em7cm9sK909fLPrd410mjTfMQAF0ZOqnVElBgYupxwPwF+c/3DMb7i/airMKFz5YfMLWOaBJo0UCHw2F5QZ+EOIdlKbRKw32GdrAnO7JGUjyKJBkUmY+PQL8X5tmyPSOsmjlTzJ0xqGbSwBaYMqI9aiYn4I4v1/gFsZY/OtzvNVf2SccjP1VlMLx6ZXfPvwN1QceGuHd4W8zafAL3Da8q1h7nCN5soEocDge6pYfPJAT3X9AO//17NwD9NwxmbTmB+y5oh1/uGYS2j2tf3CuJj3P4ZOJF66xydWskqQaxxJlYD45UrgdmhHiYv5mf0FGdG2HOtixdy7auLx+QLVco7C5m15DvNU+MQJnThVop3iyxbs1q6Z59WMxoyQQiMkZPMMITtPALgAQWdBEHQ7zrDzzoUukSBW/k2mwy6OIXvBEFXdyPGZMArF9my/caTaSfamK8w69guzSz+J5hVeV+mskEqKSZWE4bztsjGYNYIdCvpXVDRMQz+KjRM7TDjhmAgKoAXncdF2RaQ5HG9WiKGRt962fUP5shZnYYU90aSXhsbCd8s1o7EBgLAi3ca0cPipOJKpjtqnYWXpbz0z2D0KJuDXR66k/PYw1SfbMaB7auhxev6IaKShdGvr4YNw5sgS9WHLS9bXZsIytf33BS9/BmcX9LTU7At3eeg6a1/X/I4+McuGlQS6zcl4txPZoGHMTq0CgVV/fLwFV90lGreqJPPaaLuvsfZ6LJwNb1dE9w4ZYkuhuo94bBzhNV005rTSqiJc5RFXz+7o5zcOhUseoQxmimNFQ/EOLfTTOH1MnD2uoOYin9RufruHH1yOgOhtqlV7XEeL9s1Z/uHuSXUVWvRpJiFrhYv5Z1gpY1TeFPLhghzeLwDYqYD7r4vF6yrkCCLvJBocCDLj6fgex7DzToQoGKj3Mg3uFAXBwgVFYiKSlR9FjV/+PjvP/FOXD2/+LHHD7r8X/Mu56qfwPxcXGIlyzrv074vD4uTrpOiNYpbad0nfBvk0Lb5d77oJfnez4zQXKtXbdGkt95sfRmekpSVShG7hpcWthdbgbDWMYgls2qnz1BEp/ApSRblxqvd2iH2rAiN6vqSjWrXd1TbLlzkzSM7dbEkqFLNw9u6Xdx6c7wqq7j/amxMnlo6sj2+M/cwGc2DMRlPZvi1w36L8Sv7puOI3klpur3iA3r2BBzdV7U6HXdgOb4dNkBn8fMDn2R3tWwyu3ntcLjF3XGyn25uPaDlZ7HkxPiNe/QPziyPVrVr8ouOfDyRQCq9sVTReX4zcB3aFSwhn5KiWvuiI85v0wehLYNUxVf98wlXSxrw+/3DUZygj1DlMJdpYmDnTgQpXcPsqrmmvukbUDrehhgU220sBCCc9Mmtapj79lMSK3vS262zfqp+ssMBFLLo5lMYBuouolldR1GueN1HZ1BrI6N0zSDWPU06pOGkmf4jWRIjhVBF3EwRDyMKNCgS6XLJTuMKNCgS0Wl7+dQWSmgsCger2xbXJX1wqBL2PEJOMgGNuwJusTFOZCgGCAxF3RRX2dgQRe979PN6XRi1qxZGDv2QiQm6qs3Gauk19GX9GiKD5fs9/zdr2Udn1ngxfWq5a7Bpdcscpcwd50fu7PrMohlM3enTElKwAMj2qHSJXiyh6yg55q8Zb0UXVOiWxXEWvzIMAx48W9c2KURXri8m+7XdWiUilX7lQvI91aZ0aGhicLxNw1q6fl3nRTrDsx6A2opSfG2TZd6y7mtDAWxnrmki+duQCD6tKhjeRDrqYs7Y/2h0z5D1RbtOolhJiZIsHiko4f7zop0vHpSQpzmRb9cseSnx1UFbOSCWBd3b6KrvlznJupFmLXu6Izvk44f1lo/wYF4JrB40V2m9DqB1/jRY2DreqoBLDvCnDYluZpy/TktsFpynB3fJ11h6SriE6kdWb4ZQY+O6YiXZ+9ARt3qeOOaXrjy3eUAfIMWQ9o3wOJdJy0dChquXr+mB5buzjU8OciUEe0w5dsN9jRKwR1DWmPpnhwA/v3+9Wt6YP6Ok54bR6/ITBJhpFtLa3u4tW1YE3uy/QPq4lIJSjfBhnVoYOgY9fjYTnhh1nY8OEJ9OGZG3eo4fMpb3y+9TnXZNkr9Y1QHfLlSPcM1t6gcz87YFnDQpVIa6JELPjHTxWIOoMx/Bm6z9AZd4uKqMjKsDLrEOxxIiLc26KK8zuAGXYhCRXozSJqJ/vbE3nA4HJjz4BC8MW8XHhD9Fkl/5i7r2dSvXzepVXWNce+wtnhrwR4AVedgsYpBLJuJO+UDGidOZugZAviqzlmMrPoRiI9zYM0TIwy/burI9rhGlMVitwGtvMM6rZzdsE1DfTVbembUxvK9+ob1SNvXsXGq6vASo4FSswGsNg1qeO7kA/BkFOnRXGcRXYfDgV8nD/Yp3iy9CNdLLpvACu4fKukPWGK89smV3Gx8bn1b1MGag7539t+a2BuJ8Rvwy/qjiq+7ZXAr3HZeKwBVdZ/+3pHtt8y9w9qiYVoyHv9li+w6Xhvfw5YgltjA1vU8F8l6skX1uGVwK3yybL/i83EaXaBHRm2fmdGsYFfw1Ix+Lf1vBiQoBBjcsvK9F26ni30zUu46vw0u69kMDVKTfYeniVb5xS3eWd+iPYh1ea90XN4r3XAQ69KezdC/VV0MfGm+9sIWEReYlZ5KXN4rHZf0aObZP9cfOo1LezZD9cQ4lJydNVgrw3rLtAvR9/m56Nq0lmLA65NJ/TDktQV+j1/as5kniKXUP5+4uLOhY9Rt57XC2O5N0FRjZsOxXZvg/cXeWSsX7qyqCXpeu/pYsjvHb/n2ZydgqKXzZpja8SmcGQm6iIMQVgVdZIMaAQZd5NfpH3QRXJVYtXIFzh08GMmJiYpBF3cGDYMuRLHn9Wt64JbP1uCJizoBqPoteXfhXgDAK1d28yRctG+Uineu850NW3qdV7Oa8rXBpEEt8c7CPRhu4mZ+NGEQy2Z6MqACIZ3lQI7eYIE4INYjozY26ijSbKU0ndOiWyXzQB7GdGsCAGjdwLrvaZgNRcLnPDjE528933sonKNjuE+nJmnILSzDj3cPNL2dUqe5DDZxkKljY+Wha0Ylnv3xkZ6XBjpkrUyh6PF/ru6B3s1rY1dWoeyd/6fGdfb8W6mvdGicinPb1VcMYgXDhP4ZmLHxGAa0tq5O4FPjOqteJGrVVLpxYAs44JsxFg7q1kjCqaJyfHvHOT6Pa2XcSckFHrTqEp0s8A7ZWrbHP/DeWCYo0K6R8f3r7qFtPCd8sch9lzVYfIOO/v1CfDxzn8vUSE5AibP87GvU118zOQGbnr4QifEOvwku3JrXS0H7RjV9ZiOUblvpJlOt6omyhXOVOBwOxaGJvgvKPyw3MUidlER8eesAXdsHqrLfAg26+AVKAsh08QvmMOgiy+l0Insr0CO9FodUEZHHD3cNxO1frMFLl3fD8I6NsPP50Z5zf3H5IK2bPtLn1ZZvkJqM7c+NDmiYfjQIzyvhKNLGwuCInCv7pPtNySkl6Cy2IR4y8uqV3XHhG4tllxvesSHmizI7qiXGofTsnVlpsEXsj/vORX6p0zPNtvScyK56RXq0bVgTT17cGd+sPqRr2IAavbVgjFywSPtR87opWHsw9AVkOzVO9cnE0pPRNv22Aahjoi7I17cNwHUfVfWdrs3Mz9z22lXd8W3mYbx3ve9dkCt6NcPPKtlNalLOBorqSGbRqhVgYFZpliyHw4EbBrbEd5naExIoBbEcCO0+B1S9j28kQRkrqM0wppV1mBgfh1vObeX5211f7vbzWqm8St3lvZph+d7cgAKn654c6fP3v8f3wDerD+Hd63sbWo/cNz5z03G8PVH5NUtlAldahrSTDwImxcehvNKF6onxKJEEo62sFzSiU0PM2+6fgRgIuclFrHb/8Lb47/w9tm7DTWv3F/+WuSekaV43BTmF3iDWN7efg5dnb8fGI/L7m7vGlFrWuLR4rZTaa3+8axAufdvaWbOM1PD8x4Ud0EhUzuC/E3rh/m/kZ3kGgH+N7RRQ24iIKHz0a1kXG54a5flbfPNafMNd6ya/kSCWdDuxKrZDeEFwTb8MW9efkqTdifUOZWnbyBsoUavr9NpV3TF7ynmev8VFttUyhLo2q4VBbeoj9ewyfSQzxVk5pM+MW89tpTq0y2riccw3D25p6LXhck+0fyvf71DPV2j2jq44cFU7gBpm4/tm4Ke7B/nNEiiuTaWUQTm2m7co+aSB3iL47gs18ZC4GqJ98/JezQAA/xgV2JDiaZLi5pU6ZtutqTCRRKUgaO5zD420fgh0MDyk8jmP7tpY8Tk5r1zVHT/cNRD/HG2+7sBVfdLx092D8OPdg0yvQ2mdDVON1QM0U3DdSPHs967vjYu6N8GdCsVG1z01Ej/dPQiX9Gjq99z157RABxMZXHJGd21iyXrEplzQVveyF3Uzt/0JA5p7/n3/cP3bM0PP7Mb/HN0RNw1qiQ5nA7B3n+8N5jrgwMA29fDbvef6vU58rASA6jLnKu7h3XKzJ4uz/7SCXG49dMyCrIfSHnL4VLHfY6M6+77P7HzraiYREVHkEl9LZ2iMipKejruDWDGeBKuKQSybue9e2kVP366hs95Rg5rJqJYYh6T4ODSprXxhlJQQh05N0nDL4KqTWfHd9ESN2ipA1Sxkkwa2wFsTfTMI9J6oKpk95TzcNKgllj06HLeday5rIr/EGVAbXjRQyF48K8WE/t4Ll0g6YI3v3QzDm7rwyY1V36WeWQOteH9WFKGXunFgS9x+Xit8desAPHyh/JTu47p7L7xb1PPW/xorCozsfXEsvr3jHGyZdqHnsf9c3QNLHhmGycOqLkpfuLwrgKrx80ZIh8LoCcgoBZZX7svVrKl3r86L6EdGy39eUu1sHl7tppapZzQ7NjkhHv1a1vUr0GmEw+FAnxZ1ghokV2Im+87IsPjRXZvg7Ym9Fd9rzeQE9GlRBzeJAvdPXlw1/LVaYjz+UsnmVTJ5mH/ArGU96ycKcGcc6/HqVf6F0PVoUqs6Vj9+AbY/O9onI9AOzeul4PGxnfCqTNF2t7uHtvGZGbSmSh0tt6X/HIa3JqhnCN40qCX+uK8q+OWeyOLeYd7jjbiwutqpgXi2za9u8x3W95PJoLHS+9otk6UtvRGga7giERFFvdYNauKfozvi3+O1z/WLJZnpB3KrRrkMPVuipoUN5zSRLvRn1BQQPWnveouNOhwObHnmQriEqiE1b17bU3a2JHddCLlrukQdgai2DVMx7dKufo8HGMNCpyZpnpPtJy6uqoujNuGO3Ed3QaeG2LfEfNHVoR0a6F5WfO4r/h7r1kjyDNcwK1WlIKCVEuLjcGkLF847O3RI+pmO7dYYszaf8HnMbMZdmug9NUqzboZPt6SEODx+UdXF9Mp98sOnBrWtjzFdGyO1WgJuGNgCP649gqa1q6OeqJB+fJzDL23Y4XD43IW5bkALXNErXTY7QY10hq+6OoZfKQUTSspdmt+Fnqyd7c+OVnwfzWpXx9HT3ovRkZ0baa7PCkqt7tW8dlC2H87MZDF2aJTqGWbdMNWafU98QjYqwH4xpF0DvL2gqpaWe/rqvi3r4qUruqFJrWq46dPMgNYPAK3r1zBUi0/623zToJaYvyMbh2SyeaS/G+7sugqX/qCZWbcPaW1oefH7Ev87tVoCCs7WVtMz06g4MDawTT2/44i4DILaDa4monpsqdV8+7Y021svvcMJB7Wp5zezsVzdLCIiik13D5XPSpeas9V3ZvejeVXnzv+5uge+zTyMS3v6Z6/HOv7a2kgpm8NKVk/dnhAf5xkadWnPZvLLnL3wjZc5sQykPVYPJ9SaKa9CZizWGJNDQH6/dzC+unUAmmrche0vmhHR4XBg4oDmGNO1sefCCwA+vak/ujRN88wiJvs+FD6qB0a0w3d3nIPUaokY1EZ5/LVdGSHSGeZek5kZ00i9ETFxQMXuZLXsAvnhU3EO4N3r++DVq3ogMT4OM+8/Fx9N6mtqG0YDWIC+2UillLLW+rSoA4fDgevPaS77vF7i9yH9kZUO2Zwyol1A29JLro+9cU1PfHpTv6BsP5w5HA7DQeBk0ayej19kTU0f8QiyQItGKwVbJ/Rv7rmL6Wb2dzk+zqErOKPkmUu6YNHDQ30eu/6c5vjvhF74eJJ8vwz1EHs5DoV/3xpg1pj0eCi+AaX2OTSpVR1f3ToAM2SGNJql91P/+rYBfn2vYxPrJgwhIqLYMFByzbYzq2oG+topSbjr/DZBn/glEjCIZbFPb+6H89rVx9sTe+MuhZogVtLKlHAHpKzkPqHcn+OfWh9IIWs9Q9Gk7lS5i6x1sSU3falcJlnm4yNU19O6fg10T6+NcxUKGbvNfXCITzYRUDX88N3r+/h8j93Sa2Hm/efhm9vPwbd3nINZ958nXRWu6Stfa+2SHk0x4GwWkNr7f/lK/cMeAyE3lM1sECuYNinMzCnd38zUFwqEmaFgNRRqYnU6e7H1/GXW9YXnL/PNsJQmQlpViLJ9I/XhbXJfy2W9mqF2inWFwyPZ57f09/m7qczsgmKPiuqBadV10Esc8A60oLtWHa2f76kaVpZepzru0XlXVCorvxRp1QML/kuPFy3q1sAlPZoqBmnCMYgl/pkWH8v1li3Qq0w0dFPrczi3XX10s6geFqB8XE+V/J7JLacW6LyMd9KJiEhG9wAmrIpVHE5osWEdGmKY5M5vqKz+1wWqhdbNcp+4/SVJfRQ/FywPqhSels4UJzVGpvCv3KgFaTaJlDT7SInRKecT4uMUZ7MYoPC4OGjQpWktLHlkGEqdlbj18zU+w1jOb69/2KNZSheWgVyXndO6LlbuO4WxJjPm9FKqfxTsa8rz2tXHkt05nr/NXNSWVcgPSerUJE32cQB4Zlxnw9sB/Ifz6J5VwqBPbuqH9xbtxVcr5WdnrFQbR0zo2Nj3u//uzoGqyzcUzb5m1WcbH+fAhqdGwiXoP4YqEQ+Zl/sN6t28Dpb+cxgapCab/o3KL61QHZ4upbSv1q/pHS6eoFFD0kzmpd0cCn+01Mh8NspdDwQI/nF3fN90vPn3br/HX7mqO6avOoSle3JkXqXtEgaxiIhIhtb5APljJlYUa5hWzZYgll3kMqPclDJQ1C5+umlEtRvKDKkxkyWkp5i9HX6dPNjvsVb1fC8kMuqmoF2jVCz4x1Cfx/2CDRZy1yi5oJN8MDeQ7ILpt52Dbc9e6HNRbQf3bIJSZrIFA9FckvWiZ9jVtZIZUdsrBBOV9p2t0y7ETYPNDw0SZ9XYFUpKr5OC5y/r5plcQqpSEjyTzpRGvhprZGL5LGvhvlc7JUlXXTc9XrqiG+rWSMLrV/eUfT69TkrAmYA1DAwBVsqCFmc+iouXy5E7Vl7ZO113G+zg8KmJ5X18RKeGeOrizvjxLvWAqF7i2R2DfXMsvU4Ktj17od/jjWtVw3s39MHDF3bw+03Vw6aYPhERRTjWUzQuciIcFPXU6jTJzTbmntlIidZsYnJT05crZK0Esh2xsd2aYN72bKTXCXxsc8+M2mheN8Unw0opyBHMYSm/TR6MpXtycFH3qouQzMdHoN8L8zzPB3JBEhfnsGVmQimlgGqwEyMeGNEem46cweajZwCoz05ycfcm+N+EXn6fb2eVjCs3cT8KNPA9umtjfL2qKkNKnLVjNrtLzSOjO+CTZd6JGOacndkuNdk3SGv1UKdoo+fk6bfJg5FXXG7ZcEKrTejfHNf2y7A14GHFusV1EU8Xq0/gIbe9l64IzlBwJeLfSHFmmsPhsHQ2xRSFYdDBIvc7kxQfh5rJCZ5ZZomIiKxgplxIrGPYjwwJRp0vOY/IFOOVC2wFSprBoYfWgSclKR5rn6iqq3V5r2b45vZzMPM+/zpXZsjNdKXk93t9M7fcwyRbN7B2GEjDtGq4one6J+uhQWoyzm2rXi8s3CgN4wl2Pa8GqcmYcd+5WPzwMMy8/1zZwKubIMhf9OoJYFo5/E68ptvOq7qoHdGpUUDZXUqqJcb7BOncWWfSItF2Dz+NBT0yavsVSQ83wc7YEbs3SIENO+pcGnFSNOlFso1tqV3dXIbelmkX4t5hbbH+yZEBt+EiyXFD72c/cYD8ZBniWWyJiIjcpAkR1RIZotHCT4h0W/iPoXh0TEftBQPw2lXdPRk8YoMsDoJMVailpXQJdEkP5VoWPTNqq25r27OjPSevDocDA9vU86nhEizd02tj5WMXYOPTowAA391xDib0z8BnN/XXeGXg3rm+NwDlYXrhRmlG91BdIzevl4IuTdWDti6FAKyemzvumTDlsiGNTtYgbsblvdIx/6Hz8d7Z798O4/tqD6/qe/b9EUmpTQ4i5/VreuCeoW18Mqr6tayDh0Yp12cUBz98AsYReONVXGPPziBW56ZpeGBEO7x6ZXdDr6uZnIB/XNgBdSwYpiod6pqkM+t6hMJQeq1zBSIiik3S0jSTBrYMTUMiCINYUcbO+kxWF26VM75vBt6eaN0F75wHh+Chke3x1MW+Q5mkdYO0/HdCL7x2lfzJdKiy06QeGa09dXzjWtU8QYnWDWripSu6o7nKEDWrpFVLxIGXL8Lr1/S0fVtWCJdMLD0evrAD6tZIwj9HyweY5bJTxnT1rRE17ZKueHBEe9khuuufHInHDAWvfYNprRvUNDTk1qir+qSjaa1qqvu0nTXgItUAURAmluUW+Q7p08qourxXOh4Z3dFnJs4OjVNl97M3rumJ1GoJ+Pxm740CQRTlDXaNPSs0EtWSNJr5dkXvqpsYeoY4A1XDqa82+Fttpe6SGQ/1ZmLZkSVORETRK0Fy95wTFGljoZAos/pfI/DX1hOy2UyxqH2jVLRvlIq523xnUtRTIFuvZJmUz49u7Ivbvlhj2Tb0CMeZrCKV0hC8cPyEJw9ri7vPb6O7T79weVe/4tC1UhIxZUQ72eXj4hxIMVAny2W8rFxAUqslYuk/h/u9/3lTz8fLs7dj6kjt4G4semtib9zw8SrFoU+hdHmvZvhl/VHb1t+6QQ3sO1k1+93Ybo3x49ojnucu6dkUby3Yo7kOpQkTxC7r1QyX9Gjq0zfFQ9Yj8ZAdSJufu7QrzmlVT3HSj3AzolMjn7/1Ft4VZ2xJZ5glIiKSkiahVDCIpYlBrChTp0YSru1v3UWJu+Czu35SKNx+nreWTkpSPIrLKw2v44KOvifNSnWszBwy5ArAjujcCD/dPRCNawVewF0vq2b5IuUgZ7hedBoJyk7o19x4ENdArbgT+aXG1m0BuffTtmFNfDSpX9DbEikapCbjzweGhLoZsq7qk+4JYrmL9VtJnJmXkpTgE2gwM0OQ2u4h7ZviAEckFnLtoCN4p6RGckJIM6uMipdcVOjNxKqdkoTbzm0FlwCcKirTfgEREcU0aWbzxUxG0cThhFEg8/ER6NeyDn6waGprsS9u6Y/xfdLx7R3n+D0nHZJkl8tEdZRuNDlGWHohoTS8qGNj5RN0owGuPi3qolnt4AWxpMWsyTylYYOhLBxtFSvfQopMn1u066R1G6CY1ONs7aD0OtV1ZTwZdVUfbyZi9/Ra+Ozm/mjfqCaeuKiTqcBSu4Y1dS8rLu59q4Wz+QVL3RpJeKZ3BTIfGxbqpthOmt2styYWADxxcWc8Na4zbj23qubahV0aabyCiIioSt+WLPmghZlYUaBBajJ+uGuQLetuWb8GXhvfQ/Y5O+sD3T+8Lf47v2pIR1GZN/PqvuFt8dXKgxjaoYHpdTerXV1xuJg0q+pljenMP705fDI9zGQQkLzID1UpMxOI66xQVN5MViSRlprJCdg67ULbZuK7vFczvDJ7B/q2rOM55s958HwAgMtACv/P9wzCst05uO6cFoa2v+/FsSgoqzA8aUK4qJMM1A7B5CTBJj1PMFNztFt6LWx8ehTSqvF0m4iIyCr8VSXTGteqZtu6L+3VzBPEEhe3q5GcgE1PjwqoppWRaUt9aotJrm0S4x0YFkZTzodTWyKdnbNuRaI+LeqgX8s6OFVUjr1nawkR2amGgTpsRtVU+R0x8tvSu3kd9G5ufObLuDhHxAawYon0Rp3ZCSr4XRMREVmLV2pkWvtG+odQGNVaNBOi9AQw0KLsBsr7oFqi8hA9Z2Xoi+7dIMoAsCtrIRbZOZtepPrhrkH4+6Gh+OUeb9anXFFwjuOnSGDl5B7BsuKx4aFuQkyxc7ZnIiIiMs/wldrixYsxbtw4NG3aFA6HA7/++qsNzaJIcIVkhjMrORwOPHdZV9wztA06N9U3HbcdxEP0BFNl3+317KVdMOv+87DnhTGhbgrFiJ5n6xUBwL/GdvJ7/v4LqmY5HNSmXrCaRGS7/iGqT/GvsR0BAE9e3BlNgjhRCFWdhzROsy/jnIiIyK1vi6rM7lev7B7ilkQGw/n6RUVF6NGjB26++WZceeWVdrSJIkRifBwOvHwRWj46EwAwaaCxuiBabjBYZ0RL/ZrJyCksw1CTw+7GdmuCV//cidyickvbFQiHwxHSIF+s+Puh89GqXg3tBcNUYrzDssxBh8OBHc+NRqVLkB3y1b5RKjY8NVJx8gSiSFQjOTQTZ9wxpA2u7J3uUxCeguf3+wbjs2UHMMHCWZ+JiIikfrhrIE4VlfP3XifDQawxY8ZgzBhmfZDXwxd2wK/rj+KBEe1D3RRVv987GH/vyMZVJjPIUqslYtW/LkDbx2db3DIKd20a2Dd0Nhj6t6qLZXtyLVuf2jBboGqKeaJocvfQtiHbNk9oQ6dhajU8MrpjqJtBRERRzuFw8PfeANsLu5eVlaGsrMzzd35+PgDA6XTC6XTavXnbud9DNLwXs+44twXuOLcqayqcP4cGNRJwbZ+mAFxwOl26XqP1fsL5/QZDrPT/SH9/z1/SGY/+sgW3DG4Z8e8lHMRKv49V/VrWQeaBPJ/HeqWn8vsG+z7FJvZ7ilXs+xRMRvqZQxCMlLmWvNjhwC+//ILLLrtMcZlnnnkG06ZN83t8+vTpSElJMbtpIttMWeGN7b45sMLw8xQd+D0TxaaPdsRhc15VPcR/9axAaiKQwrmciYiIiGxTXFyMiRMn4syZM0hLUy+XY3sQSy4TKyMjAzk5OZqNiwROpxNz587FyJEjkZjIGjDRoN2Tczz/3v3cKMPPx5Jo7v/8nklJNPd7Au77diP+3JoFgPu+FPs+xSL2e4pV7PsUTPn5+ahfv76uIJbt9xaTk5ORnOw/vjMxMTGqdoZoez9URes75XdeJRr7f63qiThT4kSt6tH33sga0djvCWgompGO36889n2KRez3FKvY9ykYjPQxJsgTmXRpz6ahbgLZaNW/LsDCndkY3LZ+qJtCREH04Ij22HmiAOP7ZoS6KUREREQkYTiIVVhYiD179nj+3r9/PzZs2IC6deuieXNOQUzR74XLu+Kb1Yfw7/E9Qt0UslG1xHiM7tok1M0goiCrUyMJ3905MNTNICIiIiIZhoNYa9aswbBhwzx/T506FQAwadIkfPbZZ5Y1jCjUaqfIpzReN6AFrhvQIsitISIiIiIiIopthoNYQ4cORQC14InC3jvX9cazM7bh7et6h7opRERERERERHQWa2IRSYzt1gRju3EYGREREREREVE4iQt1A4iIiIiIiIiIiLQwiEVERERERERERGGPQSwiIiIiIiIiIgp7DGIREREREREREVHYYxCLiIiIiIiIiIjCHoNYREREREREREQU9hjEIiIiIiIiIiKisMcgFhERERERERERhT0GsYiIiIiIiIiIKOwxiEVERERERERERGGPQSwiIiIiIiIiIgp7DGIREREREREREVHYSwj2BgVBAADk5+cHe9O2cDqdKC4uRn5+PhITE0PdHKKgYv+nWMR+T7GKfZ9iEfs9xSr2fQomd3zIHS9SE/QgVkFBAQAgIyMj2JsmIiIiIiIiIqIwVFBQgFq1aqku4xD0hLos5HK5cOzYMaSmpsLhcARz07bIz89HRkYGDh8+jLS0tFA3hyio2P8pFrHfU6xi36dYxH5PsYp9n4JJEAQUFBSgadOmiItTr3oV9EysuLg4pKenB3uztktLS+POTTGL/Z9iEfs9xSr2fYpF7PcUq9j3KVi0MrDcWNidiIiIiIiIiIjCHoNYREREREREREQU9hjEClBycjKefvppJCcnh7opREHH/k+xiP2eYhX7PsUi9nuKVez7FK6CXtidiIiIiIiIiIjIKGZiERERERERERFR2GMQi4iIiIiIiIiIwh6DWEREREREREREFPYYxCIiIiIiIiIiorDHIBYREREREREREYU9BrGISFFhYWGom0BEREHCCaspFrHfExFFFgaxVOzatQt33XUXlixZEuqmEAXVrl27MHToUEybNg0A4HK5QtwiouA4fPgw1q5di2PHjoW6KURBdfLkSRQXF3v+5oU9xYLs7GwUFBR4/ma/p1jhPrevrKwMcUuIjGMQS4bL5cKDDz6Inj17oqioyOfHjSialZeXY9KkSejSpQvWrFmDhQsXAgDi4niooOjmdDpx5513onfv3rjlllvQo0cPLFu2LNTNIrKd0+nEHXfcgcGDB2PcuHG4+eabcerUKTgcjlA3jcg2FRUVuPXWW9G/f3+MGDEC1113HXJyctjvKeo5nU7cc889uPPOOwHwHJ8iE3utjNmzZyMzMxOzZ8/Gl19+ibFjx3qe4x0ailbPP/886tatiwMHDmDLli14+umnER8fj5ycnFA3jchWhYWFuOqqq7B7927MmTMH33//PXr37o0nn3wSAI/7FL3y8vIwduxY7NmzB59++ikmTJiAjRs34pJLLsHOnTtD3TwiW1RUVOCmm27Ctm3b8Pnnn2PChAnYtGkTrrjiCmzfvj3UzSOyzapVqzBixAj8+OOP+Pzzz7Fs2TI4HA5mY1HEYRBLxkcffYSePXvi/PPPx6JFi/Dkk0/is88+w6FDh3iHhqLS1q1b8eeff+Ljjz/GokWL0KFDB3Tq1Alr16713KHhhTxFq23btmH79u148skn0atXL3To0AHjx49HamoqXC4Xj/sUtVavXo0TJ07g3XffxeDBg3H77bfj66+/xooVK/D2228jOzs71E0kstzx48exevVqTJ48Geeffz4efPBBzJ07F/v27cO7776LrKysUDeRyBYrV65Eu3bt8Pnnn2PcuHF46KGHAADx8fEhbhmRMQxiSRQUFCAnJwcXXHABnn/+eVx77bXYvHkznnrqKQwfPhwzZswIdROJLOMOTHXs2BFLly7FNddc43muYcOGSE9P9wwp5IU8RSun04k9e/YgOTkZAJCTk4O3334bTZs2xSeffIKSkpIQt5DIHllZWThy5Ag6dOjgeSwvLw+1a9fG3LlzWROUolJubi6OHDmCc845BwBQVlaGxo0b47HHHsOcOXOwePHiELeQyFru8/0rr7wSU6dOxZgxY3DHHXdg3759+PjjjwFUZSgSRYqYDmLNmjULgG+GSWpqKpxOJz766CPs2rULP//8M3788UccPHgQbdq0wSeffIIdO3aEqslElpD2fbk7MPXr10dJSQmcTqfPskSRTO64P3jwYAwdOhQ333wzxowZg0aNGqFx48ZISkrCY489hkmTJmHz5s2hajKRJeT6fkZGBurVq4dXXnnF89hHH32EW2+9FU6nE/PmzfN7DVEk+eCDD/Dhhx/6BKbatWuHxo0b46uvvgLgrQk0efJkpKamYvbs2SgrKwtJe4ms4u77ixYt8tyIbtasGTp37gwA6Nu3L6699lpMmzYNlZWVSEhI4LGeIkZMBrFmzpyJ9PR0XHzxxVi+fDkcDgcEQfDsuHfccQdmz56NVatWoW3btkhISIDD4cATTzyBVatWIS8vL8TvgMgcad+Pi4uT/cESBAGtW7dG48aNsXz58hC0lMhacsd9l8vlmZ1nxowZmDlzJvLz8/Hqq69i9uzZePPNNzF37lysXbuWNy8oYsn1fXf9k549e+LOO+/EY489hsGDByM1NRWZmZl48cUXMWXKFE/2OTNxKdJ88803aNSoET777DO88847uOqqq/Diiy8CqJqNbfz48fjmm2+QnZ2NxMRElJaWAgDuu+8+/PLLL7yYp4gl7fvjx4/HSy+9BMB3tvF69erh+uuvR7Vq1fDoo48C4A0LihwxF8RaunQp3nrrLVx++eUYPXo0pkyZAqDqBM19kjZw4ECcf/75SEhI8Cl0169fPxQUFODo0aMhaTtRINT6vpTD4UBJSQk6deqEo0ePoqSkhBcxFLGU+n5cXJznDnyNGjVQUFCA3Nxc3HjjjZ4TuW7duiEvLw+HDh0KWfuJzFLq++7s2zp16uDhhx/GwoULMWHCBPz888/YvHkzEhISUFJSgpYtW+LMmTOhfAtEhk2fPh2vvPIKnn32WSxfvhwzZ87E008/jRdffBH5+flIS0vDyJEjUatWLUybNg0APMPJmzdvjqSkJOzatSuUb4HIFKW+/8ILL6CgoMBv5EW3bt1wxx134MMPP8TBgwcRFxeHhQsXIj8/P0TvgEifmAliuS9IGjVqhFGjRmHq1Kl47rnnsG3bNs9YYHfAqn379njggQewd+9evPfee56g1e+//45u3bphyJAhoXkTRCbo6fviOzNu1atXR+3atXH8+HFUr15ddhmicGa076ekpGD37t04fPiwJ2g7Y8YMtGrVCsOHDw/+GyAyyWjfHzJkCO69916MHDkSAFBeXo4VK1agd+/eqFWrVvDfAJEJ7n7vdDoxYMAA3HjjjQCApk2bomfPnmjWrBm2bdsGADj33HMxceJEfP755/jll188pROWLVuGzp07o1u3bqF5E0Qm6On7cjNvVq9eHZdeeil69eqFq6++Gn379sWVV16JU6dOBbX9RIYJUW7t2rXC6dOnfR6rqKgQBEEQnE6n8NBDDwkNGjQQSktLBUEQhMrKSs9y//3vf4WmTZsKHTp0EC6//HKhRo0awgsvvBC8xhMFwGjfF3PvBz/88IOQlJQkHDt2zP4GE1nEaN93uVyCIAhCbm6uMGHCBCElJUW46667hBtvvFFITU0VnnrqKc8yROEskOO+IAjCjh07hF27dgk33nij0KpVK2HFihW2t5koUGvXrhXy8vI8f58+fdrT7902bNggNG7cWDh16pTnsfz8fOGRRx4RUlNThfPPP18YP368UL16deHtt98WBEHgcZ/Cntm+L7Z582ahe/fugsPhEO655x6hrKzMziYTWSJqM7F++uknZGRk4Oqrr0b37t3x9NNP48SJEwDgqQOUkJCAyZMno1q1anj88cf91nHffffh559/xpQpU9CxY0esW7cO//rXv4L9VogMMdv3BdE4ePcQq5KSEtxyyy2oUaMGx8lT2Au079etWxcff/wxJk+e7KmPsmbNGkybNo3DaSmsWXHcB6rqZ40ZMwYHDhzAX3/95Zm9jSgcift9jx498NRTTyErKwu1atVCfHy8T7bh/Pnz0aZNG9SpUwfl5eUAqiZzeuWVV/DJJ59g6NChqFevHtatW4d77rkHAGvBUfgKtO+7LV26FBdffLEnE/3tt99GUlJSsN8OkXGhi5/ZJzMzU+jYsaPwxhtvCBs3bhTeeecdoUGDBsLdd98t5ObmCoLgvTPpcrmEd955R0hISBD27dsnCIIglJWVCfn5+SFrP5FZVvT9oqIiz/rEmYlE4SzQvl9aWupz3Hc6ncF/E0QmWHnOc+zYMWHt2rWheSNEBujp95WVlZ5j+eWXXy5Mnjw5lE0msoSVff/YsWPMuKWIFFWZWMLZO4pr1qxBYWEhbr75ZnTv3h133303nn76aaxfvx7vvPMOAG9RU4fDgWuuuQb9+/fHgw8+iHXr1mHcuHH47bffmHlCEcPKvv/zzz971ufOyCIKV1b1/UsuucTnuJ+QkBCaN0Skk9XnPC6XC02aNEHv3r1D9p6ItBjp9+7JOwRBwKZNmzBmzBgAwK5duzBhwgQcPnw4ZO+DyCg7+n6TJk2YcUsRKaquUN1pv/v370f79u19LkJuuukm9OnTB7Nnz8bWrVsBeAu5161bF7fffjt+//139OvXD0lJSbjyyiuZRkwRg32fYhX7PsUqq/s+b1pQJDDa7+Pi4pCZmYmUlBT07t0bDzzwALp3747c3Fw0bNgwJO+ByAz2fSKviD5jmTt3Lu6//368+eabWL16tefxwYMHY/ny5Z56EJWVlahRowYuvfRSOBwOzJkzB0DVncny8nK88847uPXWWzFkyBBs2rQJM2bMQPXq1UPynoj0YN+nWMW+T7GKfZ9iUaD9HgBmzZqFLVu2oEOHDpg7dy6WLVuGOXPmIDk5Oejvh0gv9n0iZREZxDp+/DjGjRuH66+/HqdOncLHH3+MUaNGeXbwUaNGoWXLlnjllVcAeCPXI0eORFxcHPbs2eNZV15eHnbt2oVPP/0UCxcuRJcuXYL/hoh0Yt+nWMW+T7GKfZ9ikZX9PjExEfXr18dnn32GrVu3ok+fPsF/Q0Q6se8T6RCiWlymFRUVCZMmTRKuueYaT1FSQRCEfv36CTfddJMgCFUFTL/44gshLi5OWLZsmc/rr7vuOmHYsGFBbTORFdj3KVax71OsYt+nWGRFvx86dKjn7+zs7OA0nChA7PtE+kRcJlZKSgqSk5Nx0003oVWrVqioqAAAXHzxxdi+fTuAqpT5q6++Gpdeeiluu+02LFq0CIIg4MSJE9i9ezeuu+66UL4FIlPY9ylWse9TrGLfp1hkRb+//vrrPetr0KBBSN4HkVHs+0T6OAQh8qbgczqdSExMBFA1U4PD4cANN9yA6tWr44MPPvA8VlpaijFjxmDbtm3o2bMntmzZgubNm+P7779HRkZGiN8FkXHs+xSr2PcpVrHvUyxiv6dYxb5PpC0ig1hyhgwZgltuuQU33XQTBEGAy+VCfHw8srKysGnTJmRmZqJly5aYOHFiqJtKZCn2fYpV7PsUq9j3KRax31OsYt8n8hUVQax9+/Zh0KBBmDlzpqdgXXl5OZKSkkLcMiJ7se9TrGLfp1jFvk+xiP2eYhX7PpG/iKuJJeaOvy1duhQ1a9b07NjTpk3DlClTkJ2dHcrmEdmGfZ9iFfs+xSr2fYpF7PcUq9j3iZQlhLoBgXBPKbp69WpceeWVmDt3Lu644w4UFxfjyy+/RMOGDUPcQiJ7sO9TrGLfp1jFvk+xiP2eYhX7PpGyiB9OWFpaim7dumHv3r1ISkrCtGnT8M9//jPUzSKyHfs+xSr2fYpV7PsUi9jvKVax7xPJi/ggFgCMHDkS7dq1w3/+8x9Uq1Yt1M0hChr2fYpV7PsUq9j3KRax31OsYt8n8hcVQazKykrEx8eHuhlEQce+T7GKfZ9iFfs+xSL2e4pV7PtE/qIiiEVERERERERERNEtomcnJCIiIiIiIiKi2MAgFhERERERERERhT0GsYiIiIiIiIiIKOwxiEVERERERERERGGPQSwiIiIiIiIiIgp7DGIREREREREREVHYYxCLiIiIiIiIiIjCHoNYREREREREREQU9hjEIiIiIiIiIiKisMcgFhERERERERERhb3/B/6ZdEdvdUvSAAAAAElFTkSuQmCC",
+ "image/png": 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",
"text/plain": [
""
]
@@ -188,7 +197,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.10.8"
+ "version": "3.10.12"
},
"vscode": {
"interpreter": {
diff --git a/tests/notebooks/test_notebooks.py b/tests/notebooks/test_notebooks.py
index 2123ec8..1d17293 100644
--- a/tests/notebooks/test_notebooks.py
+++ b/tests/notebooks/test_notebooks.py
@@ -7,7 +7,7 @@
_TEST_DIR = os.path.dirname(os.path.abspath(__file__))
PARENT_DIR = os.path.join(_TEST_DIR, "../..")
-SKIP_LIST = []
+SKIP_LIST = ["CMEMS_overview_MOOD_validation", "Download_NDBC"]
def _process_notebook(notebook_filename, notebook_path="notebooks"):
diff --git a/watobs/altimetry.py b/watobs/altimetry.py
index b91d244..4dc0bd9 100644
--- a/watobs/altimetry.py
+++ b/watobs/altimetry.py
@@ -79,7 +79,7 @@ def to_dfs0(self, filename, satellite=None, quality=0):
if 1 is given as argument data with flag 0 and 1 will be written to
file, by default 0 (i.e. only good data)
"""
- from mikeio import Dfs0, eum
+ from mikeio import eum
df = self.df
if satellite is not None:
@@ -118,7 +118,8 @@ def plot_map(self, fig_size=(9, 9), markersize=10):
"""
df = self.df
- plt.style.use("seaborn-whitegrid")
+ if "seaborn-whitegrid" in plt.style.available:
+ plt.style.use("seaborn-whitegrid")
plt.figure(figsize=fig_size)
markers = ["o", "x", "+", "v", "^", "<", ">", "s", "d", ",", "."]
j = 0
@@ -336,8 +337,8 @@ def get_observation_stats(self):
r.raise_for_status()
stats = r.json()["stats"]
df = pd.DataFrame(stats).set_index("short_name")
- df["min_date"] = pd.to_datetime(df["min_date"])
- df["max_date"] = pd.to_datetime(df["max_date"])
+ df["min_date"] = pd.to_datetime(df["min_date"], format="ISO8601")
+ df["max_date"] = pd.to_datetime(df["max_date"], format="ISO8601")
return df
def plot_observation_stats(self):
@@ -415,7 +416,7 @@ def get_daily_count(
r.raise_for_status()
data = r.json()
df = pd.DataFrame(data["temporal_coverage"])
- df["date"] = pd.to_datetime(df["date"])
+ df["date"] = pd.to_datetime(df["date"], format="ISO8601")
return df.set_index("date")
def get_spatial_coverage(
@@ -467,7 +468,7 @@ def get_altimetry_data(
start_time="20200101",
end_time=None,
satellites="",
- quality_filter="",
+ qual_filters=None,
):
"""Main function that retrieves altimetry data from api
@@ -486,8 +487,9 @@ def get_altimetry_data(
End of data to be retrieved, by default datetime.now()
satellites : str, list of str, optional
Satellites to be downloaded, e.g. '', '3a', 'j3, by default ''
- quality_filter : str, optional
- Name of quality filter, e.g. 'dhi_combined', by default '' meaning no filter
+ qual_filters : int, list[int], optional
+ Accepted qualities 0=god, 1=acceptable, 2=bad, e.g. [0, 1],
+ by default None meaning no filter (=all data)
Examples
--------
@@ -506,7 +508,7 @@ def get_altimetry_data(
area=area,
start_time=start_time,
end_time=end_time,
- quality_filter=quality_filter,
+ qual_filters=qual_filters,
satellites=satellites,
)
df = self.get_altimetry_data_raw(payload)
@@ -562,10 +564,10 @@ def _area_time_sat_payload(
# given, data until the last time available is returned. Default: "20200101".
# nan_value : str, optional
# Value to use to indicate bad or missing data, or an empty string to use the default (-9999). Default: ''.
- # quality_filter : str, optional
- # Type of filter to apply before returning data. Currently, only the value 'dhi_combined' is allowed. If the
- # empty string is given, no filter is applied. Default: 'dhi_combined'.
- # numeric : bool, optional
+ # qual_filters : int, list[int], optional
+ # Accepted qualities 0=god, 1=acceptable, 2=bad, e.g. [0, 1],
+ # by default None meaning no filter (=all data)
+ # # numeric : bool, optional
# If True, return columns as numeric and return fewer columns in order to comply with the Met-Ocean on Demand
# analysis systems. If False, all columns are returned, and string types are preserved as such.
# Default: False.
@@ -577,14 +579,16 @@ def _create_query_payload(
end_time=None,
satellites="3a",
nan_value=None,
- quality_filter=None,
+ qual_filters=None,
numeric=False,
) -> dict:
d = self._area_time_sat_payload(area, start_time, end_time, satellites)
if nan_value:
d["nodata"] = nan_value
- if quality_filter:
- d["qual_filters"] = quality_filter
+ if qual_filters is not None:
+ qual_filters = qual_filters if hasattr(qual_filters, "__len__") else [qual_filters]
+ if len(qual_filters) > 0:
+ d["qual_filters"] = str(qual_filters).strip("[] ").replace(" ", "")
if numeric:
d["numeric"] = numeric
return d
@@ -635,31 +639,7 @@ def _parse_datetime(date):
if date is None:
return None
- return pd.to_datetime(date)
-
- @staticmethod
- def _validate_quality_filter(qa):
- """is the quality filter string allowed by the altimetry api
-
- Arguments:
- qa -- allowed strings: '', 'qual_swh', 'qual_wind', 'qual_combined'
-
- Returns:
- qa -- the accepted string
- """
- if qa == "nofilter":
- return ""
- elif (
- (qa == "")
- | (qa == "dhi_combined")
- | (qa == "qual_swh")
- | (qa == "qual_wind_speed")
- ):
- return qa
- else:
- raise Exception(
- f"Filter {qa} is unknown (dhi_combined, qual_swh, qual_wind_speed)"
- )
+ return pd.to_datetime(date, format="ISO8601")
def get_altimetry_data_raw(self, payload: dict) -> pd.DataFrame:
"""Request data from altimetry api