diff --git a/docs/source/_static/indparam.png b/docs/source/_static/indparam.png new file mode 100644 index 000000000..e1a9a0a30 Binary files /dev/null and b/docs/source/_static/indparam.png differ diff --git a/docs/source/_static/portfolio.png b/docs/source/_static/portfolio.png new file mode 100644 index 000000000..ed1f75c2d Binary files /dev/null and b/docs/source/_static/portfolio.png differ diff --git a/docs/source/release.rst b/docs/source/release.rst index ab6fcbd96..64752ecea 100644 --- a/docs/source/release.rst +++ b/docs/source/release.rst @@ -1,11 +1,75 @@ 版本发布说明 -=============== +======================= -1.2.2 (待发布) +1.2.3 (待发布) ------------------------- +1. 指标支持动态参数 -1.2.1 + 在通道信等证券行情软件中,其技术指标中的窗口参数通常支持整数,也支持使用指标,如:: + + T1:=HHVBARS(H,120); {120内的最高点距今天的天数} + L120:=LLV(L,T1+1); {120内的最高点至今,这个区间的最低点} + + 现在,在 Hikyuu 中,也可以使用指标作为参数:: + + T1 = HHVBARS(H, 120) + L120 = LLV(L, T1+1) + L120.set_context(k) + L120.plot() + + .. figure:: _static/indparam.png + + **注意事项** + + 由于无法区分 Indicator(ind) 形式时,ind 究竟是指标参数还是待计算的输出数据,此时如果希望 ind 作为参数,需要通过 IndParam 进行显示指定,如:EMA(IndParam(ind))。 + + 最佳的的方式,则是通过指定参数名,来明确说明使用的是参数:: + + x = EMA(c) # 以收盘价作为计算的输入 + y = EMA(IndParam(c)) # 以收盘价作为 n 参数 + z = EMA(n=c) # 以收盘价作为参数 n + + + +2. 完善 PF、AF、SE + + 现在可以正常使用资产组合。:: + + # 创建一个系统策略 + my_mm = MM_FixedCount(100) + my_sg = my_sg = SG_Flex(EMA(n=5), slow_n=10) + my_sys = SYS_Simple(sg=my_sg, mm=my_mm) + + # 创建一个选择算法,用于在每日选定交易系统 + # 此处是固定选择器,即每日选出的都是指定的交易系统 + my_se = SE_Fixed([s for s in blocka if s.valid], my_sys) + + # 创建一个资产分配器,用于确定如何在选定的交易系统中进行资产分配 + # 此处创建的是一个等比例分配资产的分配器,即按相同比例在选出的系统中进行资金分配 + my_af = AF_EqualWeight() + + # 创建资产组合 + # 创建一个从2001年1月1日开始的账户,初始资金200万元。这里由于使用的等比例分配器,意味着将账户剩余资金在所有选中的系统中平均分配, + # 如果初始资金过小,将导致每个系统都没有充足的资金完成交易。 + my_tm = crtTM(Datetime(200101010000), 2000000) + my_pf = PF_Simple(tm=my_tm, af=my_af, se=my_se) + + # 运行投资组合 + q = Query(-500) + %time my_pf.run(Query(-500)) + + x = my_tm.get_funds_curve(sm.get_trading_calendar(q)) + PRICELIST(x).plot() + + .. figure:: _static/portfolio.png + +3. 修复fedora 34编译找不到路径报错,waning 提示 +4. fixed mysql 升级脚本错误 +5. fixed 复权后计算的净收益不对,并在使用前复权数据进行回测时给出警告(前复权回测属于未来函数) + + +1.2.1 - 2022年2月2日 ------------------------- 1. 修复 importdata 无法导入的问题 @@ -17,7 +81,7 @@ 7. 修改其他文档帮助错误 -1.2.0 +1.2.0 - 2022年1月11日 ------------------------- 1. HikyuuTdx 执行导入时自动保存配置,避免第一次使用 hikyuu 必须退出先退出 Hikyuutdx 的问题 @@ -32,7 +96,7 @@ 10. 优化 HikyuuTDX GUI控制台日志,捕获子进程日志输出 -1.1.9 +1.1.9 - 2021年11月11日 ------------------------- 1. 补充科创板 @@ -46,13 +110,13 @@ 9. 取消编译时指定的AVX指令集,防止不支持的CPU架构 -1.1.8 +1.1.8 - 2021年2月27日 ------------------------- 1. HikyuuTDX 切换mysql导入时错误提示目录不存在 2. tdx本地导入修复,并支持导入MySQL -1.1.7 +1.1.7 - 2021年2月13日 ------------------------- 1. 更新examples/notebook相关示例 diff --git a/hikyuu/examples/notebook/000-Index.ipynb b/hikyuu/examples/notebook/000-Index.ipynb index 7b78539ec..7702b147c 100644 --- a/hikyuu/examples/notebook/000-Index.ipynb +++ b/hikyuu/examples/notebook/000-Index.ipynb @@ -30,7 +30,8 @@ "* [006 TradeManager应用](006-TradeManager.ipynb?flush_cache=True)\n", "* [007 系统策略演示](007-SystemDetails.ipynb?flush_cache=True)\n", "* [008 序列化说明](008-Pickle.ipynb?flush_cache=True)\n", - "* [009_获取实时日线数据](009-RealData.ipynb?flush_cache=True)" + "* [009_获取实时日线数据](009-RealData.ipynb?flush_cache=True)\n", + "* [010_资产组合](010-Portfolio.ipynb?flush_cache=True)" ] }, { @@ -53,7 +54,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -67,7 +68,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.3" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/hikyuu/examples/notebook/004-IndicatorOverview.ipynb b/hikyuu/examples/notebook/004-IndicatorOverview.ipynb index 19b0f1fe3..3fc2011f3 100644 --- a/hikyuu/examples/notebook/004-IndicatorOverview.ipynb +++ b/hikyuu/examples/notebook/004-IndicatorOverview.ipynb @@ -11,15 +11,17 @@ "text": [ "std::cout are redirected to python::stdout\n", "std::cerr are redirected to python::stderr\n", - "2021-02-12 17:00:32.398 [HKU-I] - Using SQLITE3 BaseInfoDriver (BaseInfoDriver.cpp:58)\n", - "2021-02-12 17:00:32.402 [HKU-I] - Loading market information... (StockManager.cpp:473)\n", - "2021-02-12 17:00:32.403 [HKU-I] - Loading stock type information... (StockManager.cpp:486)\n", - "2021-02-12 17:00:32.404 [HKU-I] - Loading stock information... (StockManager.cpp:422)\n", - "2021-02-12 17:00:32.502 [HKU-I] - Loading stock weight... (StockManager.cpp:503)\n", - "2021-02-12 17:00:33.822 [HKU-I] - Loading KData... (StockManager.cpp:138)\n", - "2021-02-12 17:00:33.836 [HKU-I] - Preloading all day kdata to buffer! (StockManager.cpp:161)\n", - "2021-02-12 17:00:33.857 [HKU-I] - 0.03s Loaded Data. (StockManager.cpp:149)\n", - "Wall time: 3.47 s\n" + "2022-03-06 16:14:54.495 [HKU-I] - Using SQLITE3 BaseInfoDriver (BaseInfoDriver.cpp:58)\n", + "2022-03-06 16:14:54.496 [HKU-I] - Loading market information... (StockManager.cpp:497)\n", + "2022-03-06 16:14:54.496 [HKU-I] - Loading stock type information... (StockManager.cpp:510)\n", + "2022-03-06 16:14:54.496 [HKU-I] - Loading stock information... (StockManager.cpp:424)\n", + "2022-03-06 16:14:54.541 [HKU-I] - Loading stock weight... (StockManager.cpp:527)\n", + "2022-03-06 16:14:54.847 [HKU-I] - Loading KData... (StockManager.cpp:139)\n", + "2022-03-06 16:14:54.850 [HKU-I] - Preloading all day kdata to buffer! (StockManager.cpp:162)\n", + "2022-03-06 16:14:54.850 [HKU-I] - Preloading all week kdata to buffer! (StockManager.cpp:165)\n", + "2022-03-06 16:14:54.850 [HKU-I] - Preloading all month kdata to buffer! (StockManager.cpp:168)\n", + "2022-03-06 16:14:54.861 [HKU-I] - 0.01s Loaded Data. (StockManager.cpp:150)\n", + "Wall time: 952 ms\n" ] } ], @@ -42,7 +44,7 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -54,7 +56,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -66,7 +68,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -137,6 +139,7 @@ " size: 200\n", " result sets: 6\n", " params: params[kdata(KData): SZ000001, kpart(string): KDATA, ]\n", + " support indicator param: False\n", " formula: KDATA\n", "}\n" ] @@ -165,6 +168,7 @@ " size: 200\n", " result sets: 1\n", " params: params[kdata(KData): Null, ]\n", + " support indicator param: False\n", " formula: IndicatorImp\n", "}\n" ] @@ -212,6 +216,7 @@ " size: 100\n", " result sets: 1\n", " params: params[data(PriceList): 100, discard(int): 0, kdata(KData): Null, result_index(int): 0, ]\n", + " support indicator param: False\n", " formula: PRICELIST\n", "}\n" ] @@ -245,7 +250,8 @@ " size: 200\n", " result sets: 1\n", " params: params[kdata(KData): Null, ]\n", - " formula: EMA(CLOSE) == EMA(CLOSE)\n", + " support indicator param: False\n", + " formula: IEma(CLOSE) == IEma(CLOSE)\n", "}\n" ] } @@ -274,18 +280,20 @@ "output_type": "stream", "text": [ "Indicator{\n", - " name: EMA\n", + " name: IEma\n", " size: 200\n", " result sets: 1\n", " params: params[kdata(KData): SZ000001, n(int): 22, ]\n", - " formula: EMA(CLOSE)\n", + " support indicator param: True\n", + " ind params: {}\n", + " formula: IEma(CLOSE)\n", "}\n", "22\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -333,11 +341,13 @@ "output_type": "stream", "text": [ "Indicator{\n", - " name: EMA\n", + " name: IEma\n", " size: 0\n", " result sets: 1\n", " params: params[kdata(KData): Null, n(int): 22, ]\n", - " formula: EMA\n", + " support indicator param: True\n", + " ind params: {}\n", + " formula: IEma\n", "}\n" ] } @@ -370,6 +380,7 @@ " size: 200\n", " result sets: 1\n", " params: params[kdata(KData): SZ000001, timeperiod(int): 30, ]\n", + " support indicator param: False\n", " formula: TA_SMA(CLOSE)\n", "}\n", "29\n" @@ -377,7 +388,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ] @@ -419,7 +430,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAArEAAAInCAYAAACP5QFzAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAAsTAAALEwEAmpwYAACZ+ElEQVR4nO3dd5hkZ3Un/u9bOVd1DtM9o4mSRtJISEICAWIAI5EWsMGAw3ptjLHxrnd/DuvdffD+bK9tNjjba6/Nb+3FNjZ4wcsag42EBKMAQglJozCjyamnc3d15Vt1q97fH7dudZgOFW6s+n6eZx5pOlS/c/tW3VPnnvccIaUEEREREZGbeOxeABERERFRqxjEEhEREZHrMIglIiIiItdhEEtERERErsMgloiIiIhcx2f1DxwcHJTXXXdd4+/5fB7RaNTqZXQNHr/O8Ph1hsevMzx+neMx7AyPX2d4/Dqz9vg9++yzC1LKoVa+3/Ig9rrrrsMzzzzT+PuxY8dw9OhRq5fRNXj8OsPj1xkev87w+HWOx7AzPH6d4fHrzNrjJ4S42Or3s5yAiIiIiFyHQSwRERERuQ6DWCIiIiJyHQaxREREROQ6DGKJiIiIyHUYxBIRERGR6zCIJSIiIiLXYRBLRERERK7DIJaIiIiIXIdBLBERERG5DoNYIiIiInIdBrFERERE5DoMYomIiIjIdRjEEhEREZHrMIglIiIiItdhEEtERERErsMgloiIiIhch0EsEREREbkOg1giIiIich0GsURERETkOgxiiYiIiMh1GMQSWURRq/i3X3gBn3vqkt1LISIicj2f3Qsg6gVSSnzySy/hi89ewReevYKr6SJ+7u2HIISwe2lERESuxCCWyAJ/9vh5fPHZK/hXbzmA+ayCP/zGGcxnFfz6+2+Gz8sbIkRERK1iEEtksm+enMOn/vEE3nnzaD37CgzFg/jv3zyD41dW8K5bRvHWG0Zw41icmVkiIqImMQVEZBIpJb703BX8zOeew/WjCfz2h26FxyMghMAv3H89fuv7b4XfK/BbD57Cu/7gMbzz9x/DQk6xe9lERESuwEwskQkuLubxS//3JTx2egG3Tabwxz90OyKB9U+3D94xgQ/eMYG5bAlff2UWv/aVV/DRzzyNz/3E6xAN8qlJRES0HWZiiQz20tQK7vvdR/HcpTT+0/tuwt994h6Mp8Jbfv1wPIQfunsP/vsP3I6Xplbwib/+LirVmoUrJiIich8GsUQGe+jELMrVGh742XvxI6+/Dl5Pc3Wu33N4BJ/63lvw6Kl5/Lu/Ow4ppckrJSIici/esyQy2KszWVw3EMWubbKvW/nIXbsxkynh9x46jdftG8CH7pw0YYVERETux0wskcFOzmRxw2i87e//1289iLuu68dvfPUE5rIlA1dGRETUPRjEEhmoUFZxYTGPG0YTbT+GxyPwnz9wC4rlKn71y68YuDoiIqLuwSCWyECnZnOQErhhrP1MLADsH4rhX7/tAL764jQefHnGoNURERF1DwaxRAY6OZ0BgI7KCXQ/+eb9uGE0jv/49y8hU6p0/HhERETdhEEskYFOzmQRCXgx2Rfp+LH8Xg/+6weOYC6r4PcfOm3A6oiIiLoHg1giA52cyeD60Tg8TbbV2smtkyl85LWT+ItvX8DZ+Zwhj0lERNQNGMQSGURKWe9M0P6mrs38/H3XI+z34je+esLQxyUiInIzBrFEBpnNKEgXKrixw01dGw3GgviZtx3AN07O4ZFT84Y+NhERkVsxiCUyyIkZbVPX9SPGBrEA8KP37MV1AxH82lde4UhaIiIiMIglMsyrM1kAMLycAAACPg8++e7DODOXw+eeumT44xMREbkNg1gig5yczmA8GUIy4jfl8b/nxmHcsacPf/b4edRq0pSfQURE5BYMYokMcnImixvGjM/C6oQQ+JHX78HFxQIeP7PQ1mN88dkreOw062qJiMj9GMQSGaCs1nBmLofrDRhysJ133DyK/mgAf/3kxZa/9/JSAb/4xRfwY//raTx8YtaE1RG5i8r6ciJXYxBLZICz8zmoNWnIpK7tBH1efP+dE3joxBxmVkotfe+ff+s8PELg4Egcn/jsd/H46fayuUTd4OWrK7j5Vx7AsxeX7V4KEbWJQSyRAfRNXTeaWE6g+6G79qAmZUsbvFYKFfzt05fx3lvH8bmfuBv7hqL42F8+jafOL5m4UiLn+sOHz6BUqeH4lbTdSyGiNjGIJTLAyZks/F6BvYNR03/W7oEI7j04hM8/fanp26F/89QlFMpVfOxN+5CKBPBXP343xlNhfOKzzyJdKJu8YiJnOTWbxddengEAXFws2LwaImoXg1giA1xaymOyLwK/15qn1A+/bg9mMwoeOjG349eW1Ro+8+3zeMOBARwe1zLFQ/Eg/vsP3I7lQhm/+cCrZi+XyFH+6JtnEA14MdEXxqUlBrFEbsUglsgAU8tF7OoLW/bz3nL9EMaSoaY2eH3l+FXMZhT8xJv2rfv44fEEfvSevfibpy7h+ctpk1ZK5CznF/L4hxeu4odfvwc3jScYxBK5GINYIgNMpUvYlbIuiPV5PfiBu3bjsdMLuLCQ3/LrymoNn370HA6NxPDmQ0PXfP5n334Qw/EgPvmlF1Fl71nqAf/j2Bn4vR587I37sGcgiktLBfZdJnIpBrFEHSpVqljIKRi3MIgFgI+8dhJej8DfbLHBaypdxIf+9AmcnMniX77lAIQQ13xNPOTHf3zPYbx8NYPPfqf1tl1EbnJluYD/890p/MBduzEUD2J3fwRltYbZbGudPojIGRjEEnVout7qyspMLAAMJ0K47/AIvvDMZZQq1XWf+8bJWbz7Dx7Dmbkc/ugHb8f7btu15eO8+5YxvOngIH7rgVdbbttF5CYPvDwLtSbx42/cCwDY3R8BwM1dRG7FIJaoQ1PLRQCwtCZW98Ov24PlQgX/9NJ042N///wUPvqZZzCeDOMrP/NGvPvI2LaPIYTAr7//ZlRqNXzySy9CSt5ape50dj6Hvogfk/Xgdc+A9l/WxRK5E4NYog5NpbULoNWZWAC4Z/8A9g1G8dnvaCUFL15ZwS9+8Tju3tuP//PT9+C6Jlt+7RmI4hfuux4Pn5zD3z9/1cwlE9nm7FwO+4dijb+Pp8LwegQuMRNL5EoMYok6NJUuwSOA0WTI8p8thMAP3r0bz15cxuOnF/CTf/UMBmNB/PEP3Y6Q39vSY/3YG/biNbtT+JV/eBnzWcWkFRPZ5+x8HvuGVt/Y+b0e7EqFcZGZWCJXYhBL1KGp5SJGEiHLesRu9ME7JhD0efBjn3kKi/ky/vSf34GBWLDlx/F6BH7zg0dQUKr45S+/ZMJKieyzUqhgIaesy8QCWl0sywmI3IlBLFGHptIFW0oJdKlIAO85Mo5KVeK/fuAIbt6VbPuxDgzH8W++5yD+8cUZfPrRswauksheZxdyAHBtEDsQwaXFrdvUEZFz+exeAJHbXU2XcNtkytY1/Mp7D+ODd0zg9fsHOn6sn7x3H16ZzuBT/3gSHiHwsQ1DEojc6OxcPYgdXh/E7umPYLlQQaZUQSLkt2NpRNSmpjKxQogPCSHOCyHOCCE+uuFzdwkhnhZCnBRC/J4QorVCPCIXq9Ukplesnda1mXjIb0gAC2iDFH7/w7fh3beM4de/egL/87FzhjwukZ3Ozufh9wpMbniuNjoUcHMXkevsGMQKIeIAfhvAG+t/PiWEWDv6538A+HEAhwHsAfBOE9ZJ5EhzWQWVqrS1nMAMPq8Hv/eR1UD2K8fZsYDc7ex8DtcNROHbULuut9tiXSyR+zSTib0fwCNSyikp5QyAbwB425rPXwKQhFaaEAAwZfgqiRxqKl3vEdtlQSyg7dz+vY/choPDMXz6UWZjyd3OzueuqYcFtPZyAAceELmR2KmxuRDiZwEMSik/Wf/7fwMwLaX83frfbwfwLQAKgK9JKT+yyWN8HMDHAWBkZOSOz3/+843P5XI5xGLXvrBQc3j8OtPp8fvOtIo/eUHBb7whjF3x7twn+dDFCj57ooxffn0Ie5Prq4V4/nWGx69zzRxDtSbxk18v4J17/fjgocA1n/+Zb+Rx+7APP3Zz61093I7nYGd4/Dqz9vi95S1veVZKeWcr39/Mxq4AgNqav9cAVAFACBEG8LcA7gZwAsBfCSF+Skr5J2sfQEr5aQCfBoA777xTHj16tPG5Y8eOYe3fqTU8fp3p9PidOHYWeOEk3nffvYgFu3Of5O2lCv7uNx7GycoQfuzokXWf4/nXGR6/zjVzDM/O51B98BG89c7DOHr7xDWfP/DKt6AGvDh69HUmrdK5eA52hsevM50ev2ZSR9MA1g5enwBwuf7/twCYl1Iel1JWAPwVgHe1vRoil7maLiIZ9ndtAAsAiZAf77ttHF9+4SpWihW7l0PUskZngk3KCQCtVyzLCYjcp5kg9gEA9wshhoUQowDuAfBg/XPnARwQQuwRQggA7wXwqjlLJXKeqXSxK+thN/qhu/egWKni/z7Hkndyn7PzWh/YtdO61trTH8HVdBFltbbp54nImXYMYqWUswA+CeAJaLWvPw/gPiHEL0gp5wH8KICvA7gIYADAr5m2WiKHmVq2v72WFW6ZSOLWiSQ++52L2KmOnshpzs7nMBwPIr5FH9jdA1HU5OpGTSJyh6Z2okgpPyOl3F//86X6n9+qf+4fpZSHpJS7pZQflFJmzF0ykXNc7ZFMLKBlY0/P5fD0hWW7l0LUkq06E+gavWLZZovIVbpzOzWRBVaKFWQVtWeC2PfcOoZ4yIfPP3XJ7qUQNU1KibNzOewf3ryUANBqYgFw/CyRyzCIJWrT1HK9R2wPlBMAQCTgw/03jeLrJ2ZRqbJ2kNxhIVdGpqRum4kdjgcR8HlweZnlBERuwiCWqE1X6/Vz4z2SiQWA+w6PIFtS8eS5JbuXQtSUs/PbdyYAACEERhJBzGVKVi2LiAzAIJaoTd08rWsrbzo4hJDfgwdfmbF7KURbOjufw7FX53BpsYDTenut4e0b0g/HQ5jLKlYsj4gM0r3NLYlMNpUuIuDzYDB27QSgbhUOeHHvwSE8+PIsfvW9N9m9HKJN/T+ffx4vTq00/h7yezCWCG37PcPxIE7NZs1eGhEZiEEsUZv0HrFai+Tecd9No3jwldl1QQKRk8xlS3jzoSG865ZRnJvPY/dABB7P9s/TkUQIj59ZsGiFRGQEBrFEbZpOFzGe2j67043edsMwPAJ48OVZ3Nl7o+bJ4aSUWC5UcMNoHB9+7e6mv28oHkS2pKJYriIc8Jq4QiIyCmtiidqUKalIhXunlEDXFw3grr39+Pors3YvhegapUoNZbWGVKS15+ZIvdxgLsvNXURuwSCWqE25kopYsDdvZtx3eBSvzmYxm2erLXKW5UIZAJCKbD6dayvDce22Ajd3EbkHg1iiNuUUFbFQbwaxbz88AgD47lzV5pUQrZcuVAAAfa0GsQktiJ1lmy0i12AQS9SGWk1qQWyPZmIn+yO4cSyB5+ZUu5dCtE66nolNtljqMxKvlxNkmIklcgsGsURtyJe14C3eo5lYALj34CDOpmtQVGZjyTnSxXomNtpaJjYV8SPg9bCcgMhFGMQStSGnaEFsr2ZiAeDIRApVCZycZm9Nco5GTWyLmVghBIbinNpF5CYMYonakCvVg9gezsQemUgCAI6zXyw5iF4T2+rGLkCri2Umlsg9GMQStSHLTCwm+sKI+YHjl9N2L4WoIV0oI+T3IORvvdfrcDzIFltELsIglqgNeia2l2tihRDYm/Rychc5SrpQQV+LPWJ1I4kQZrmxi8g1GMQStWG1Jrb1W5bdZG/Sg1OzWRTK7FJAzrBcqCAZbu95ORwPYqVYQanCzYpEbsAglqgNrInV7E16UJPAK1czdi+FCACwUiy3nYkdrrfZmmddLJErMIglagNrYjXXJbSXkBeusKSAnCFdqLS1qQtYHXjAulgid2AQS9SGRia2x4PYvpAHI4kgXryStnspRAC0coJUh5lYDjwgcgcGsURtyCkVRAJeeD3C7qXY7shECseZiSUHkFJipVhuOxM7wtGzRK7CIJaoDb08cnajI7uSOLeQR6ZUsXsp1OPy5SoqVYm+NoPYvkgAPo9gr1gil2AQS9SGbEnt+U1duiOTKQDAS8zGks3SbU7r0nk82tQuttkicgcGsURtyCkq4szEAgBu2cXJXeQMnUzr0g0nQtzYReQSDGKJ2pBjJrahPxrAZH8Yx7m5i2y2GsS2l4kFtF6xbLFF5A4MYonawJrY9Y7s4uYust9yvZyg3ZpYQNvcxY1dRO7AIJaoDdmS2vPTutY6MpHEleUilvJlu5dCPSxd1DKxyU7KCeIhLBcqUFRO7SJyOgaxRG3IKSriLCdouGlcq4s9Mc3JXWSfdL6zjV2AVk4AcGoXkRswiCVqkZSS5QQbHB5PAOD4WbJXulhBNOBFwNf+pW0kUR94wCCWyPEYxBK1qFSpoVqT3Ni1Rn80gLFkCC9fZV0s2We5UO5oUxcADNUzsZzaReR8DGKJWpRVtLo7ZmLXOzyWwCssJyAbrRQqHbXXAoDh+tQuttkicj4GsUQtypVUAGBN7AaHxxM4O59HqcINMWSP5UIZfR1mYgeiQXg9gpnYHialRKGs2r0MagKDWHKc75xbxO98/RSklHYvZVM5RXtxYyZ2vcNjCVRrEqdms3YvhXpUuljpqDMBAHg9AoOxANts9bAvPnsFd//Gw1jM8Y2M0zGIJUd54XIaH/3M0/iDh0/j1GzO7uVsSs/EMohdj5u7yG7pQqWjHrG6kUSIG7t62LmFPLKKii89N2X3UmgHDGLJMc4v5PFjn3kaiZB2EXr01LzNK9pcVs/Espxgncm+CGJBH+tiyRa1mkS6UO6ovZZuOB5kENvDluut2j7/9GXH3hEkDYNYcoS5bAk/8udPAgD+5ifuxsHhGB5xaBDbqInlsIN1PB6BG8fizMSSLbKKippExxu7AGAoHsIcywl6lj757cxcDt+9lLZ3MbQtBrHkCP/pH17BQraMP//R12LfUAxvPjSEp84vObK4PsdM7JYOjyVwYjqDWo3ZC7LWSkHrGtJpiy1AGz27mC+jUq11/FjkPsv5Cm7elUAk4MX/fvqy3cuhbTCIJUd45sIy7rtpBLdNpgAA9x4aQrlaw5Pnluxd2Cb0IDYa9Nq8Euc5PJ5AvlzFpaWC3UuhHqNnz4yoiR2OawMPOLWrNy0XyphIRfDuW8bwleNXkVecl0whDYNYst18VsFMpoRbdiUbH7trbz9Cfo8jSwqyJRUBnwdBH4PYjfTxs6yLJauli3om1oiNXXqvWAaxvWi5UEZfNIAPv3YS+XIVXz0+bfeSaAsMYsl2L01pU55uXhPEhvxe3L13AI+edl4Qm1MqiLMzwaYODMfg8whO7iLLpeuZWCPKCfRMLOtie4+UEsv1Lhd37OnDvqEo/vYZlhQ4FYNYst2L9SD2pnqLJt2bDw3h3Hwelx12azpXUlkPu4WQ34sDwzFu7iLLpfWa2LAB5QT1TOwsM7E9J1NSUa1J9EcDEELgw3dO4tmLyzg378yWj72OQSzZ7sWpFewbjCIeWn/xuffQEAA4LhubU1T2iN0Gx8+SHfSa2KQBQexANACPAOaZie05GzP6d+8bAKC1gCTnYRBLtntpamVdKYFu/1AUu1JhPPKqs4LYbIlB7HYOjycwm1GwwGk3ZKF0oYJ4yAeft/PLms/rwUAsiFmOnu05S/Uesf1R7c2Qntlfqddck7MwiCVbLeQUTK+s39SlE0Lg3kND+PbZRUe1uskpKuIsJ9jSjWNaWcirMxw/S9ZJF8roM6AeVqcNPGAmttekN7Rq0zcK6h8nZ2EQS7Z6cZNNXWu96eAgcoqKlx1UY8lM7PYm+sIAgJkVBgBknXSxYkhnAh1Hz/amRia2HsTGQ34Isdr9gpyFQSzZ6qUr9U1duxKbfn7fUBQAMLVctGxNO8kp3Ni1ncGYtilmnuUEZKHlQsWQzgS64TjLCXrRar9h7VzyegQSIT9W6h8nZ2EQS7Z6cWoFewejSIQ2z6CMJbSs3vSKg4LYkooYR85uKRr0IRrwslE8WWqlUDakM4FuOBHCYl6B6qBSJjLfcqEMj8C6krFUxM9MrEMxiCVbbbWpS5cI+xD2ex1za1pRqyhXa6yJ3cFQPMggliyl9/Y0ynA8CCmBxTwzcL1EO48C8HhE42OpsJ81sQ7FIJZss5hTcHWlhFu2KCUAtM1dY8kQph0SxOZK2vhB1sRubzDGIJasU61JZEoVJA0uJwCAWbbZ6inL+fI1tdXJSICZWIdiEEu22WlTl240GXJMOUFOYRDbjKF4kDWxZJnlQhlSAoMx44LYkYQ+tYvncS9ZLpTRH11/HqXCrIl1KgaxZJvNxs1uZjQZckw5QVbPxLKcYFtD8SD7xJJl9Kz/UH1ToRFWp3Y547WHrLGcv3aDIGtinYtBLNnmxakVXDcQ2XJTl248GcZsVkG1Ji1a2db0TGycmdhtDcWCSBcqUNSq3UuhHqC3whqKGxfEDsaCEIKZ2F6zXCg32mvpUmE/MsUKag64BtF6DGLJFrWaxPOX0ztmYQEtE1utSUdk9nLMxDZFDyYWc7wFR+abNyGI9Xs9GIgG2Cu2h0gpkS5UkIpeWxNbk0C2nsQg52AQS7Z47MwCZjMK3nHz6I5fO5bUatOcsLmLNbHN0YMJbu4iK+jn2aCB5QQAMBQPYY4bu3pGvqx1n9mYiU3qo2fZocBxGMSSLf7myYsYiAZw3+Gdg9hRPYhN27+5S38nzkzs9hoDDxjEkgXmswqiAS+iBr+5HEkEmYntIcv59YMOdHr/4XSRd5achkEsWW4uU8JDJ+bwwTsmEPDtfAqOJfWBB/ZnRPRygjiHHWxLz8Q6oQSEut98TjG0lECnTe2y/3WHrNGY1rWxO0G95RZ7xToPg1iy3BeevYJqTeIjd+1u6uv7In4EfR7MOOBiklMq8HoEQn4+dbYzUG91xEwsWWE+WzIpiA1hIeeMTaVkvuV6kLpxaEYjiGWHAsfhlZgsVatJfO6pS7hn/wD2Dkab+h4nDTzQRs76IITY+Yt7WNDnRSriZ69YssR8VsFwPGT4444kgqhJYDHP87gXNMoJohtrYrW/s1es8zCIJUs9dmYBV5aL+IEms7A6rVesM2piuamrOUOc2kUWmc+aU04wFOfAg17SKCfYYmMXywmch0EsWepzT15CfzSA+24aaen7xpJhx2Ri49zU1RSOniUrlKsSmZJqShA7Uh94MMeBBz1hOV+GEKtBqy7g8yAa8LKcwIEYxJJlVooVPHRiFh+4fReCPm9L3zuaDGE2U7K92XSOmdimcfQsWSFT1l4TjJzWpRuuj56dZSa2JywXKkiG/fB6ri0XS0UCWGEQ6zgMYskyl5cKUGsSd+zpa/l7x5IhVKoSCzbXpuUUle21mjQUD2KBmVgy2YpSD2LNKCeoB8YsJ+gNS5tM69Ilw36WEzgQg1iyjH5LTs9utEJvszVjc0mBvrGLdjYUDyJfriLPKTdkIjOD2IDPg/5ogOUEPSJdKDc6EWyUivixwj6xjsMgliyjZzOG27jYOGVqV1ZhTWyz9CwWe8WSmcwMYgG9VyzP4V6wlK+gP7p5JjYVYSbWiRjEkmXmOphvrk/tYibWPTh6lqywUpYQAlsGH50aToQwz0xsT9AysduUE7Am1nEYxJJlZjOl+uCC1jZ1AUB/JICA12NrJrZWkyhWqggHGMQ2g6NnyQorikR/JAC/15zLGTOxvWMpX97yzVAyHMBKoQIpOfjCSRjEkmXmOmhI7vEIjCSDmLaxV2y5WgMATutqUiMTy3ICMtGKIk0rJQCA0UQI8zkFav35T92pWK5CUWvb1sSWqzUUK1WLV0bb4dWYLDOXKWE40f7FZixhb69YpaJdxNrJJPei/mgAHgF2KCBTmR3EjqfCqNZkoxyKutNSfdDBVt0JUhx44EgMYskynWRiAWAsFbK1JlZRtXfgQR+fNs3wegQGYuwVS+ZaKUtTesTqxlL6plL7JwaSefSRs1vVxOoZWgaxzsKrMVmiVpOYzyqNCTjt0EbPlho1SWfmcpbufFdUvZyAmdhmcfQsmUlKaXomdldKa+83lebmrm6mj5zdriYWANJss+UoDGLJEkuFMtSabKu9lm4sEUK5WsNSvoxvnJzFO3//Ufzy379s4Cq3x0xs64biDGLJPFlFRaVmXnstYLW939U0M7HdbLmeYe3bpiYWADLsUOAovBqTJfQesSNtDDrQjdYHHnzh2Sv4qc9+F5WqxNMXlizbLVpq1MTyadOsQWZiyUTzHbTta1Y85Ec85MM0g9iuppcT9G3TJxZgOYHT8GpMlphtTOvqIBNbz4j8l386iX2DUfzs9xzCXFaxbLOXXk4QZDlB04biQSzkymxLQ6ZoBLEm1sQCWkkBywm6m15OoG/g2ijVKCdgEOskDGLJEvONaV3tZ2LH67VpB4Zj+OzH7sZbbhgCADx3Kd3x+pqhVFhO0KqheBDlag2ZIkfPkvGsyMQC2htobuzqbsv5MhIhH3xb9BsO+T0I+DzMxDoMr8ZkidmMlsXo5GIzFA/iT374dnz+46/DYCyIG0YTCPg8eO7SslHL3FYjE8sgtmmrvWKZxSLjWRXEjqfCrIntcsuFypalBAAghEAq7McKN3Y5Cq/GZIm5rIJUxN/xzv533DzWmAQV8Hlwy64knr+cNmCFO1vd2MVygmbpt3nZY5PMMJ9T4BXaSFAzjafCWC5UUCyz0X23ms2Udtx4nIr4mYl1GAaxZIlmXiDacdtkCi9OraBiwTSd1ZpYPm2aNRTXMhvc3EVmmM8qSAYFhBCm/pzxeq/Yqywp6FqzmdKOG4+T4e4NYh98eQY//D+fRK3mrv0LvBqTJeaySkedCbbymt0pKGoNJ6ezhj/2Rgq7E7RsKKb9zhnEkhn0INZs4/XOKCwp6E5SSkyvlDC6YxAb6NqNXY+dXsDjZxbw6qz511Ij8WpMlpjPKqbUrb1mdx8A4LnL5tfF6uUEHHbQvETYB79XYCHHOjIy3nxWQTJgQRBb31Q6zQ4FXWmlWIGi1jCa3D6ITUX8WCl052vZTH3fylPnl2xeSWsYxJLppJSYy5Y66kywlfFkCEPxoCUdCrixq3VCCPRFAkh36Qs/2Ws+Z00mdiQRghDAFDOxXUkP4HYMYsN+rHRpJlYf6c4glmiD5UIFlarsaOTsVoQQeM1kypLNXatBLDOxreiPBrCYZxBLxqrWJBYtCmIDPg+G40GWE3Qpvdf4TuUEqYgf+XIVZdX8PRhW0wP5J89bN0DICAxiyXR6ey0zMrGAVlJwfiHfmLhiFqVShRCA32v+RbOb9EcDpv9uqPcs5cuoSVgSxALAWDJs2WAVstZs/fe648auiLZRtduysZVqDQs5BSOJIBZyCi4sFuxeUtMYxJLp9PZKZmRiAa1DAQDTs7GKWkPQ5zF9J3S36YsGsMRyAjKYvlnQippYQJvaxUxsd9KzkDsFsfo0r27rFTufVSAl8J4j4wCAp84v2ryi5jGIJdOZnYk9MpGERwDPmRzElipVlhK0YSAawBIzsWQwvc46ZlEQO5YM4epK0VW3Wqk5s5kSBmMBBHbY75CKaEFst7XZ0oP4e/YPYCAawJMuqov12b0A6n56xmTYpExsNOjD9aMJfPn5KRTLKiIBH24YjeOdt4wZ+nP0TCy1pi8SwEqxArVa23KkI1Grcoo2yjhk0fvK8VQYpUoNy4UK+reZ7ETuM72yc49YAEiFtd971wWx9XKKsWQYd+3td9XmLl5RyHRzmRISIZ+prak+cPsuZEsqPvudS/j9h0/jE3/9XTxx1thbIopa46CDNvRHA5Cy++rIyF75cj2I9VmTidXbbLGkoPvMrJQwtkNnAmBNJrbLXsv0IHY0GcJde/txZbnomk4cTV2RhRAfEkKcF0KcEUJ8dJPP/4oQ4rIQ4oIQ4h7jl0luNpsxZ9DBWh970z48+x/fjhO/9g6c/LV3YDgexO89dMrQn6GoLCdohz6PfJl1sWSgnFLv22zR/cTG1C6XXNypec1M6wKAZKOcoLtey2YzJQR8HvRF/Lhrbz8A4GmXZGN3DGKFEHEAvw3gjfU/nxJCDK35/EcB3AngEIC9AL5rzlLJreayJdNKCTYT8nvx00f348nzS4ZmY5VKDSFmYls2UA9iFznwgAyUr5cThC3qFsJMbHcqVapYLlR2bK8FAPGgDz6P6Loa/5lMCSOJIIQQuGE0gXjI16iLlVLi+ctpS0a7t6OZK/L9AB6RUk5JKWcAfAPA29Z8/mcB/D9SyqLUsAcJrTObUTBi0qaurXzkrt0Yjgfxuw+dMmwjhlYTy0xsq/oizMSS8fKKCo8AAhY9JQei2sYfttnqLrNNDjoAtL7kA7Hu26g6s2bkrtcj8Nrr+vHU+UV84+Qs3vOHj+P9f/Qt/Nnj521e5eaauREzCeDimr9fATAGAEIIP4BRAB8VQnwAwCsAPialXJf+EkJ8HMDHAWBkZATHjh1rfC6Xy637O7XG6cdPSonZlSJK6TnL1/n2CYm/PrGEP/k/38CNA5tf6Vo5fnOLRXgFHH28rdbM8Vsuae/gv/PcSwgtvGrBqtzD6c9fJzt5VkHQC+TzecuOYV9A4rlTF3EsMmvJz7NCr5+Dry5pZSmzF07hWO7sjl8fkBW8evEqjh3TMpXdcPwuzBZwXcLT+HcM1sr4xnwFH/3MMxgKCwyFBT73rVO4QV42/Gd3evyaCWIDANbmkWsAqvX/HwTQB+CbAD4J4Pfq//25tQ8gpfw0gE8DwJ133imPHj3a+NyxY8ew9u/UmlaPn5QSZ+fzeOTUPL51ZgHVmkR/NIC+SADvvGUUr72u39D1LefLUB/4Ou646SCOvnGvoY+9k9dVqnjoN7+Jby5E8FPf97pN+7u2cvx+56XHMRAN4OjRuwxeqXs1c/wUtYqfPfY1DO66DkePHrRmYS7B17/2/ePCC0guLyAW81p2DPef/g5KlSqOHn2DJT/PCr1+Dq48PwU89Tzuf9NdODgS3/Hrrzv7JHKK2jgH3H78pJRIP/Q1HDm4G0ePHgYA7D9SwOUvHsd7bxvHB++YwF98+wJ+/asnsOfm12LvYNTQn9/p8WumnGAawK41f58AoIfjCwByUsqvS+2e7d8DuL7t1ZCpXppawZv+2zfxPb/zCH7tK6/gwmIey4Uynr6whL/6zgX8xldPGP4zzR50sB2tNvYAnjq/ZEgPWaXCcoJ2BH1exII+LOW7a0cv2SuvVBENWvt85NSu7qPvzB9popwA0MpKjKrv/6X/+yJ+50F7706tFCtQ1Nq6jW2T/RF87uOvww/ctRt+rwfvqrer/McXp+1a5paaycQ+AOA/CyGGoQW99wD4SQCQUlaEEE8KId4hpfwagPcAeNq01VJHJvsjODyWwCeO7se9B4cw2R9pfO6X//4l/N13pyClNHQi1VzW3EEHO3nfbeP4lX94GY+fXsDtu/s6eixFrbLFVpv6on7WxJKhcoqKWNAHQLXsZ+5KhTCbKbHncReZyZQQDXgRDzbX5qI/GjSkJvabJ+fw2e9cAgC89caRxuRJq800URM8ngrj9t0pfPX4NP7lWw5YtbSm7PgslFLOQisReALAtwD8PID7hBC/UP+STwD4j0KIM9BqZX/TpLVSh5JhPz79I3fih+7esy6ABYCDI3HkFNXwLIM+6GAobn0mFgBSkQCuH4njSQPG6HHYQfv6IwEsdtlmCLJXXlERbTLwMMp4KoyaBLOxXWQ2U8JIMtR08mYgFkBOUVGqVHf+4i2U1Rp+7SuvYO9gFEPxIH7lyy+jVrNnElyjR+wO3RnefWQcr0xncG4+Z8WymtbUFVlK+Rkp5f76ny/V//xW/XPnpJRvkFIekFL+gJQyb+6SyQwHh2MAgNNzxp6g+m2XwZh9E25et28Az15cRlntrEUIx862rz8awDKDWDJQzoYgdn/jdTJr6c8l80yv2ZnfDP1a1smb8r/49gWcW8jj/33PYfy7d9yA5y+n8aXnptp+vE40253hXbeMAnBeSQHTSgQAjYL207PGvjgv5BQEfJ76bT97vG5fP0qVGo5fSXf0OMzEtq8v2n1tacheq+UE1rlhVHudPDHNILZbzK6UmmqvpeuPancVl9qsi53PKviDh0/jLdcP4S03DOP7XrMLt06m8F++drIxStlK+l2FnUr+xpJh3LmnD185ziCWHKg/GsBgLIDTs8ZmYhdyZQzFgobW2bbqrr0DANBo3twujp1tX38kwJpYMpRWTmDtnZF4yI/J/jBemc5Y+nPJHNWaxFxWaSkTO1DPxC7klbZ+5m898CqKlSp+6T1aJwCPR+BX/tlhzGcV/OE3Trf1mJ2YzZQwGNN6IO/k3UfGcHImi7MOKingFZkaDgzHcMrg22SLeaXxpLdLf1Sri/3OufbrYtVqDdWaRIjlBG3pjwVQKFc7qiMjWkvrTmD9HZ4bRxM4wSC2KyzmFKg12VImdrCeiW2nQ0GlWsMXv3sFH7lrEvuHYo2Pv2Z3H9532zj+8tsXoajWvkbOrDQ3chcA3nlzvUuBg7KxDGKp4dBIHGdmc4ZNuAK0cgJ97Kid7t7Xj2cvLrc9Ok+p19MyE9ue/vrULpYUkBHKag3lag2xgA1B7FgCFxbyKJb5hsztGjvz28jELuZaz8SmCxVUaxKHNulH+8+OjKNYqeLZC8stP24nZjLNZ6JHkyHcMBrHdy9Zu8bt8IpMDQeHY8gqKmYz7d0m2cxirozBmD2dCdZ63b4BFMpVvDi10tb3N4JYZmLb0hdlEEvGyddrB23JxI4lUJPAqwbvHyDrNXbmt5CJjQS8CPo8bb2WpeslVfoo7rVev38Afq/AI6fnW37cTsxmWqsJPjQSN3wDeCcYxFLDgWHt3eEpg16cpZRYzJUx4IAg9q692iSyJ8+1Vxer3+Lhxq729DOIJQPpG2Ds2DB6eCwBAHjlKksK3G62jUysEAKDsSAW2ignWC5oA182C2KjQR9u392HR08ttPy47SpVqljKl1v69x8cjuHKchGFsvWb0DbDKzI1HBoxts1WpqSiXK3Z2l5LNxgL4sBwrO26WKXCcoJO6EEsN3eREfJl+zKxE31hxII+1sV2gemVErwe0XKiZSAWwGIbG7v0179UxL/p5+89NIQT05nGkCCzzdXvujY7rQwADtbjhLNzzuimyisyNQzEguiPBgxrs6XXDDmhnADQWm09c2EJaht1sSwn6AxrYslIejlBLGR9EOvxCNwwGmcQ2wVmMiWMxIPwelrrntPf5uhZvVd23xb7RN58aAgA8Phpa7Kx7dQE63dsndIrmUEsrXNwOGZYJla/3WJ3dwLd3XsHkC9X8XIbtwFZTtCZZNgPj2AQS8bIKdrzMWZxiy3djWMJnJzJ2jZliYyhT+tq1UCbo2f1coL+TcoJAK1UZSAawKOnrKmLbWbk7EZ7BiLwe4Vj6mJ5RaZ1Do7EcHo2a0iHAj0TOxB1Rib27n1aXezTF1qviy1VmInthMcj0BfhwAMyhp0buwAtiM0pKq4sF235+WSMVqd16QZjASzklJavk+lCGUGfB+HA5tcRj0fgjQcH8djpBUveIM22sbHN7/Vg72DU8J7y7WIQS+scGokjU1Ixl+28Q8FCPWAZjDsjEzscDyEe9LV14WlkYlkT27a+KAcekDH0jV1RG1psAcDh8frmLpYUuFqr07p0/dEAFLWGfItt1pYL5U03da1178EhLObLlpxbM5kSIgEv4i2+GTw4HMcZlhOQEx3QZ4Mb8C5roR4Ib3XrxA5jqRCuptsIYuuZWA47aF8/M7FkkLyN3QkA4PqRODwCrIt1sWypgny52lYmVt8I1uro2aV8ZctNXbo3HRoEADxqQautmXomutWJmgeGY7i0VHDE8BoGsbTOQQPbbC3mFfRF/PB5nXOajSXDjVnRreCwg871RxnEkjHsLicIB7y4bjDKINbFZtuoB9W1O3o2XSg3OrVsZTgewo1jCUvqYudzCgbjrZf7HRyJoSaBc/P2dyjgFZnWGYwF0BfxG1K07ZRBB2uNp0KYXumgnIAbu9rWFw1gKV+xexnUBXJKFQGvp6l572a5cSyBEzMMYt1KT2Y0O3J1rXZHzzZTTgAA9x4axLMXlxtv1syymFPaaoF50EEdCnhFpnWEEIbVuyzkFMd0JtCNJcNYyJVbnk/NFlud64/6sVwoGzrWmHpTXlERtakzge7wWAKXl4rIlvjGzI30aV1j7dTEtjl6Nl3YuZwA0CZMVqqy7QmTzVrK75wZ3sx1gxF4PQJnHNChgEEsXePASMyQk9Mp07rW0l+wZlosKVAqzMR2qi8SQLUmkSk6Y9ILuZcWxNpTSqC7cUzLRp2csT8bRa3TywnaycQO1AO/xRbKo2o1ieUmygkA4JZdSQDAi1fMC2KrNYl0sYL+NroHBX1e7BmIOKJDAa/IdI2ReAjLhQoqbQwFWGshp2DIYUHseCoMALiabjGIZU1sx/Ss/BI7FFCHcopq26Yu3U3jWqDxksnZMjLH9EoJqYgfIX/rGf2Q34tY0NdSOUG2pKImgVQT5QSDsSDGkyFTM7HaXbHVgLxVWk95+9/A8YpM19BvlSx3sAlHUavIlNS2nyBm0TOxrdbF6kFswEGb1Nymj1O7yCD5sv2Z2JFECMPxII6bmC0j88xm2usRq+uPtjZ6Vm8v2NdEOQEA3DKRNDWI1V+H2y35Ozgcx4XFAspqZ8muTvGKTNcYbONWyUarTxBnZWLHklomttUOBYpahc8jHNVpwW3022gMYqlTOaVqexALALdOpvDC5bTdy6A2zGTa6xGrG4i11m1lqRHENhc0HplI4fxCHitFc2quF+r1vO3UxAJah4JqTeLCor0dCnhFpmvoJ3U7s6F1+ve2s/PRTOGAF6mIv+VesaVKjfWwHdLPq04y/ESAVhNr18jZtW6dSOKciYEGmWdmRekoEzsQDTZGqzcjrQexTQaNN9frYl82KRvbSDS1OVHTyJ7yneBVma6h315o5VbJRvP6yFmHZWKB9nrFKmq1rdopWtXIxLImljqUV1TbpnWtdWQiBYB1sW5TVmtYyCmdZWKjgZa6EyzX2ws2XU6gb+4yOYhtNxO7fygGIexvs8Uglq6hvzPr5LavUzOxADCebH1ql8JMbMfCfi+CPg/LCahjOQd0JwCAIxNaoPE8SwpcZS5bH3TQSSa2Xk7QbMtAvSa2mY1dgBZcTvSFcdykIFa/RjcbVG8U8nuxuz9iSE/5TvCqTNdIhv3wekSH5QTaO1SnDTsAtNGzrWdiawgyE9sRIQSndlHHpJT1cgL7g9hUJIDrBiI4fiVt91KoBY32Wh3VxAah1iQKTXYMXC6U4fUIJELNn7e37Eqa1mZrKV/ueKLmgaEYzjKIJafxeAT6IoGONnYt5BSE/B5EAs4L/MaSYawUKyiUm+9XqqhVZmIN0BcJsCaWOlKsVFGT9o2c3ejIRIodClxGT2J0VhOrZVQzSrOZ2Ar6In4IIZr+GbdMJHFpqYCVgvE114t5pe1SAt1oMtR4Q2AXXpVpU63W+2y0mCtjIBps6QlrlfGU9sLVSq9YRWU5gRESYR+yJQ47oPbl6qM4nbCxC9BKCqZXSpiz+WJOzetkWpdO3zuSKTcXxKYL5aZLCXRHdqUAmFMXq1+jOzFc7ylvZ5stXpVpU622D9loIV/GYNx5pQTA2jZbzdfFajWxzrhoulk85EeGYzqpA3lFm57nlEzsbZMpAMALzMa6xmymhKDPg2S4vXpQYHXvSLbJIHY5X2m5/lTf3HV8Kt3S9zWj3ZGzaw0ntGMw30HCq1MMYmlTndYuLmSVRr9ZpxnXg9iWMrFVTusyQDzETCx1Jl/PxDoliL1pPAmvR7Au1kWmV7QesZ3cKRxsMRO73EYmNhnxY3d/xJS62KV8uTHYqF3D9USVnXcheFWmTQ1EA41myO1YzCttTwIx20hSe+JdbSUTy3ICQ8SDPmSZiaUOrJYTOCOIDQe8ODgcYybWRTqd1gWs9nttOhNbKKO/xSAWMGdyV7UmsVwod5xoGo5rx3Auy0wsOcxALIhMSW2r1kVKicVc2ZGdCQAg6PNiMBZsMRPLcgIjxEN+5BS16bY0RBvlHRbEAsCtEykcv5Lmee0SnU7rAgC/VytHaCYTK6XEcqGCVLT18oUju5K4slw0tKtLulBGTbbfI1anlxMwiCXHaUxXaqMx/UqxArUmHTnoQDeeCrWUiS1VWE5ghHjIh5oECuWq3Ushl8o5rJwA0MbPpgsVXFoq2L0U2oGUErMdTuvSDUQDTWVii5Uqymqt6ZGza5kx9KAx6KDDa/RANAAhgHmWE5DT6PU+7fSKXXDwoAPdWLK1XrHMxBojHtIyEayLpXbpG7uclInVhx6wpMD5lvJllKu1jjOxgFazmq/sHMQ2gsY2gtj99fGuRr5BWmyMnO3sGu3zejAQDTITS87TX9952c7oWScPOtCNJcOYThebvv2nVNgn1gixeqPvnMK6WGrP6sYu57ypvH40joDPw/GzLjCT6bxHrC4Z9qOZFq7p+hel2piONRgLwucRmG5xyuR2Oh05u9ZwnEEsOZC+KaudOhw9E+vUjV2AVk6QL1ebnraiTezi06VT8XoQm2EmltrUKCcIOCcT6/d6sLs/gouLebuXQjswYlqXLhHyI6/unAjRy/L62ggavR6BkUTrUya3Y1QmFtDqYvUxvnbgVZk2pZ/c7ZQT6NnbThspm0nvFbtUaq4on+UExtBHLrKcgNqVV1REAl54PM4apDLZF8blJeOyZWQOI6Z16bRMbPPlBK32idWNp0K4amAmVr9b2k5QvdFwPIi5DDOx5DCJkB9ej2irnGAhV4YQxtyqMIs+tWu5tHP3hXJV+xqWE3QuFtRrYllOQO3Jl1VHberSTfZHcHmpwA4FDje7UoJHAEMGDONJhH0oqNjxd66XE7SzsQuol78ZmIldypeRDPvh93Z+TRuOh7CQU1Ct2XPe86pMm/J4RNsDD9IF7QnidVimZK1WMrGKyiDWKHo5QY6ZWGpTTqk6alOXbrIvgqyiYqXIN2hONpMpYTAWNCSAS4b9qEkgv0O3Fb2coN0JYWOpEGZWSqgZFCgu5suGlBIAWjlBTba3f8YIvCrTlrSBB60HscuFClIdjPOzwnA8CI8AFpsJYiv1INbPcoJOxVlOQB3KK6qjNnXpJvu1N8YsKXC2mYxiSGcCQLtjCWDHNy7pQgWJkA++NgPn8WQY5WqtUcvaqaVc5yNndatTuxjEksMMxDrIxLZ528QqPq8HI4kQlorNZGK1d9nMxHYuGvBBCJYTUPtyiuqoTV26ib4IAODyMnvFOtnMStGQelhgNbOa2SGIXcqXO6o/HasH3dMt9DbfaT1GBbFD9ald8zZ1KOBVmbbUHw22FcSuFJ2fiQW01iXZJoryWU5gHI9HIBbwIaswE0vtySuqI8sJdg/Ug1gOPHC0mZXOp3Xp9CB2p0zscqHcdj0sAIyntCz/1RamTG5HGwtvzMbrRibWpg4FvCrTlrRygtbfXaULlbZ3YVopFvSh2EwQWy8nCLGcwBDxkI/lBNQ2rZzAeUFsIuRHMuxnJtbBiuUqMiUVIwZlYhNNBrGdXhONzMTWatoIXKNqYodYTkBONRANIFtSUVZ33sG/VrpQRsrh5QSAFkwVm+jxV2I5gaHiIT/LCahtOaXqyCAW0OpiWRPrXEsF4/qjAs2XE3Saie2PBhD0eQzpULBSrKBak4aVE4T8XiTDftsGHvCqTFvqb2PgQbUmkSmpbe/CtFI85G9q2EFjYxf7xBoixkwsdUArJ3Dmc3GyL8JMrIPpXVH08dedanZj13K+s8SOEAJjSWN6xTYGHRg4jEib2sVyAnKYgTZGz+rvSNsZr2e1ZjOxjY1dnNhliHjI15i6RNSKak2iWHFyJjaCK8tFw1ohkbH0O0D6+OtOxUM+CGw/gbCs1pAvV9Ef7eyaaFSvWCNHzuq0qV3MxJLD6O/UWpnalXZREJsI+VBSseMFhxu7jKWVEzCIpdbly9p548SNXYA2taus1jDfxl4CMp++oTRuUBDr8QiEfduXE6TrJQydltiNpUKYNiITmzN+ouZwPMSaWHIevW6olXKCxhM27Pya2FjIB4nVC+NWVoNYZ97CdBttYxdrYql1+u1gp2ZiJ/rZocDJ9DfPCYOCWACI+MW25QR6HW4nNbGA1it2Ntv5ZCyzygnms4ot0+oYxNKWVssJWs/EJl2QidXronbKCioVbuwyUjzImlhqT15xdhA7yV6xjqa/CdLHXxsh6hfbZmL1O5mdBo1jqRCqNdlx7amelOo0qF5rKB5EuVqzZVodr8q0pUTYB59HNG4/NGOlPiPaDX1im50e1cjEsibWEPGQD4paa7nrBZFeS+3UjV0TfZza5WT6HSCjygkAIOLbfmPXbEYLOjsdsDCeNKZX7FK+jHjIh4CBSZnh+r/NjrpYXpVpS0II9Edbm9plVP2PFVYzsdu/e2Q5gbGaPe5EG+UV7a6IEyd2AVq7oeF4kOUEDpUtqfAIIBIw7rU84hfIbPNaNluvFR1OdFaDOpYyplfsYr5sWIsxnZ2jZxnE0rb6owEstLGxy8iaI7M0MrE77JTXuxOEmIk1hL4phyUF1KpGJtbBry+T/RFcYhDrSLn6tDchhGGPGd2hJnY2U0I86EOkwzdeY/VM7HSHmdjFnHHTunR2Tu3iVZm2NRgLYqmFFlvpQgXxkA8+r/NPrXiTwZTeJzbggn+TG+hvHthmi1qVV5zdnQDQOhRcWWY5gRNlShXDesTqIj4gU9z6tWwuW+o4CwtoiaFowIurHWZil/JlQ9trASwnIAfrjwZa2ti1Uqy4or0W0Pxt7ZJaRdDnMfTdey/Tj/t2t+CINqN3EnHqxi4A2N0fwfRKEZUqa76dJldSDa2HBbRygmKlumWN/2xGMWTMrRACY6lwR5nYTKmCqXQRgwZ2JgC0N5WRgJflBOQ8A7EAllooJ1gulF3RXgtoYWNXpcbOBAZq9rjTtSrVGq4sF3o2QMq5IBM70R9BTcKQ6UpkrGxJNfzcifi05MZWJQWzmZIhQSwAjCVDbdfESinxb7/wAgrlKj54x4Qh61nLrqldzn0lIEcYiAaQVVQoarWpjU3pgnsysZGAFx7R3MauoJ+buozSKCdgENuy33zgVXz60XPwegTGUyHcNtmH//qBWzqut3OLvKLC6xGOflPZaLO1VMSegajNq6G1copqeBYy6teC2EypgqH4+rIBKSXmsooh5QSA1qHg5Ey2re/900fP4YGXZ/FL774Rd+zpN2Q9aw3HQywnIOfRC8CbndqllRO4IxMrhDZtZadgSqmXE5Ax2J2gfc9fTmPvYBQ/fXQ/jkyk8A8vXMVffPui3cuyTF6pIhrwOrq0Z7K/3maLvWIdJ1uqIGZwTaw+TXazTOxKsYKyWsNI3KBMbCqEhZzScnvCb59dwH/72km8+8gYfvyNew1Zy0ZDCW3ggdV4ZaZt7alPoDkzl2vq69OFsit6xOpCXtFUn1gGscZhd4L2nZ3L4e69/fj5+67HH/3g7XjrDcP4k0fO2tJk3A767nInG0uG4fMIttlyoJxiQk1svZxgs4EHRrXX0o0nw5BytfdsMzKlCv71557D3sEo/usHjpj2BnA4HsRcC+syCq/MtK2bdiUBAC9Orez4tbWadNXGLkDv8ddMTSzLCYwS8HkQ9Hl2bG1G6y3ny1jMl3FgONb42M/fdwgrxQr+52PnbFyZdfKK6uhNXQDqpR5hXGaHAsfJmLSxC9g8E6sHm4bVxNZ7xbZSb/3wiVks5Mr4z993xNQ3gCOJEPLlquVdZxjE0raSYT/2DUbxwuX0jl+bVVTUpPY9bhH2NVMTW+W0LoPFQ35mYlt0Zl67G7J/TRB703gS7zkyhj97/Lwtt/KslnNBEAtoJQXMxDqLomodBOJGb+yqX+42S4Y0glijygn0XrErzWc8H3hpFsPxIO7c02fIGrYyUs82t5IlNgKvzLSjWyaSTWViGyNnXVITCwBhX3PlBCFmYg2VCPlYE9sivaTnwFBs3cd/7u2HoKg1/PGxM3Ysy1J5F5QTANrmriusiXUUfe+D8X1ity4n0Dc6GVZOUM/ETjWZiS2Wq3jk1Dzuv2kUHo+5deR6tplBLDnOkYkUpldKO7bPSBfrI2ddlImN+HZuuq91J+BTxUjxkI+Z2Badns0h7PdiVyq87uP7hmL44O0T+OvvXGr64uZWeaWKaND5bygn+yNYyJVRKPMcdwr99cboN0EBr9YtY6tygmTYj5BB3W0iAR8ODMfw+acvNQZ/bOfR0/MoVqq4/6ZRQ37+dhjEkmMdmajXxV7ZPhubbmRi3RPEapnYHcoJKuxOYLRYyMeJXS06M5/DvqHophmVn3nbAai1Gv7mye7uVOCWcoKJPu2NBid3OYf+emN0TSygldBtvrGr1LjNbpRPfe8tuLJcxH/92sl1H3/hchp/+/SldR974OUZJMN+3L3P+JZaG60GsdaWNfHKTDu6aTwBjwBe2CmILbo1iFUhpdzya7TuBM7P/rhJPOhnOUGLzs7lcHA4tunnJvoiePOhIXzx2StQu3gQQr7sknKCeleXS4ssKXAKfUJgzKQgdvNMrDHTuta6a28/fvSe6/CXT1zEt88uAAC+cvwqvv9Pn8C/+7sX8bWXpgFog1EeemUWb7txGH4LRqbHgj7Egj7MtFCvawQGsbSjSMCHg8NxvHglve3XrRS0coKkSyZ2AUDYD6g1iVJl6ws/M7HGYzlBa/KKiql0cV1ngo0+/NrdmM0oeOTUvIUrs5YbuhMAawYesC7WMfSa2ITBNbEAkAj7Nx2jPZ9VrhmAYIRfvP8GXDcQwS9+8Tj+8OHT+Fd/8xyO7EripvEEfun/voSlfBlPnltCpqRaUkqgG0lYP7WLV2Zqyi0TSRy/srJtxlIvJ3BTdwK9KH+7rCBrYo3H7gStOTefB4Btg9i33TiMwVgAf/v0ZauWZSlFraJSla7IxA7GAgj7vbi8xHICpzCrJhbYPBNbq0nMZY0bObtWOODFb37/rZhKF/HbXz+Fdx8Zw2c/djd+6/tvxUqxgl/+8sv42svTCPu9uPfgkOE/fysjiRAzseRMt04ksZgv4+o2J2i6WEE04EXARVnLsL6zdJuAiuUExtNrYmu1rd8U0arTc9qoye2CWL/Xg++7fQLfODlnywxzs+WVKgAgGnD+c1EIobXZYibWMcysiU2EfNcEscuFMipViRETMrEA8Nrr+vGr770Jv/iO6/GHH3kNQn4vbhxL4GfeehD/8MJVfOGZK3jzoSGELXy+jCZCrIklZ7plIgUAOL5Nv9h0wT0jZ3Xh+uvZdpuMOHbWeIn6hSTH3dtNOTOXg88jsGcguu3XfejOSag1if/z3SmLVmYdfTe2G8oJAK2kgL1inSNrck1sprj+tUwP5szIxOp+5PXX4aePHli32fMTR/fj5l0JKGoN77jZulICABhOhDCXLVmanOCVmZpy41gcfq/A8W36xaYLZVeVEgCrmditygmqNYlKVTITazA9G8KSguacmcthz0Bkxw0aB4ZjuHNPH/7305e3Lf1xI/2NphvKCQBtc9eV5WLX/R7cKquo9WmBxr+WJ+s1sWuDt9n63ZBhE4PYzfi9Hvzeh2/D975mF95+eMTSnz2aCKJSlViu74+xAoNYakrQ58X1o3Ec32ZzV9plI2eB1ZGBWwVTZVXb8BViTayhYkHtPMkxiG3KmfkcDg7Hm/raD792EucW8njm4rLJq7KW2zKxE31h5BS1sVfAbB/7i6fx+w+dtuRnuVG2pDbuABktEfZDyvV3luYaI2fNKSfYzoHhOH73w7dZ/lzRs84zFvaK5ZWZmnZkIrXt5q50oYw+l5YTbJWJVVStDo/lBMZazcSyzdZOymoNFxcL29bDrvXuI2MI+jx48OUZk1dmrazLgli9zZZVdbEvXFnBk+cXLflZbpQrmdeeLVG/A7my5g2LXk5gRncCpxpJakHsnIV1sbwyU9OO7EoiW1JxYYvehyvFCpIuy8SulhNsnhFU6pnYoEETV0jDcoLmXVjMo1qTTQexkYAPewYiuNhlPUrzbisn0NtsWdShIK+oHK6wjWypYvjIWZ3etmttm63ZTAl9EX9PlaIxE0uOdqS+ueu5S9feppRSahu7XFcTq/13yyC23j+WmVhjxTd50afNnZnLAdi+M8FGu/sjuNRlm4oaQaxJt4SNNtmvTe2yIhNbq0kUylVcTRdRZcePTWVNzMTqe0HWdigwY9CB0w3FtKyzlaNneWWmpl0/GkdfxI/Hzyxc87l8uQq1Jl1XE+sRAtGAd8sgttQoJ+idd9NW0DOxHD27Mz2I3Te0fWeCtSbrQWw3bSrK1VtsxQLuCGLjIT9SEb8lHQoKFe3YqDVp+ex6t8gpqinttYDVIHbt6Nn5bMnyTV12C/g8GIwFGMSSM3k9Am88OITHTi9cc3FM13cjplw0rUunNd7foiaWmVhTsJygeWfmctiVCiPSQvC2pz+CQrmKxbx1u4TNtrqxyz1vKCf7IrhswS3+/Jo3gywp2Fy2pJqWxU/Ub+mtbbM1m1FM6xHrZMNxa3vF8spMLXnTwUHMZxWcmM6u+3hjWpfLMrHA9iNQC/XdphEXNFh3k7DfC69HcGNXE87O51oqJQCA3QNaPWY3lRTkFRVBnwc+C+bAG2WyP4wrFvwOcuuC2O75nRspW6qYMnIWuLacoFqTmM/1XjkBAIwmrZ3a5Z5XA3IEfYTdY6fXz2fXn7xuq4kF6kGssnkwpd+ms3LqSS8QQiAW9LHF1g6klLi0WMCeelDarN31nfGXumhzV04xr6bRLJN9Wq9Ys5u/r83EctTttaSUpp4/0YAPHrFa47+YV1CtSVvaa9ltJBG0dGIgg1hqyWgyhEMjMTy6IYjVM7Fum9gFALGQf8tgqlCvw2vlVi41Z7sMOGlWihVkFbURlDZroq87M7Fuaa+lm+iPoFytNRrfm0UfyQswE7uZQrmKmjRn5CwAeDwCibC/kczRW0z1Wk0soHUoWMiVGz3WzcYgllp278EhPH1+GcXy6gtnuliviWU5ATUpHvIjwyB2W3oQOtliEBvyezGaCHVVm62cUnVdEDvZV+9QYHJ2VM/EBn0e1sRuQn99N7OzRSLkb2zs0jc2DfdgTaxeQjGfs6YulkEstezeQ0MoV2v4zprG2o2aWBeWEyRCvi2DqWJFz8QyiDWa9uaBNbHb0YOfVjOx+vdYsTPeKnlFRcxFm7qA1d+b2b+HfP3N9qGROK6ku+d3bpRcvVzMrD6xgHbtWylWUKpU8eUXrgLQ7lz2mlG9V6xFdbEMYqlld+3tR9DnwWOnVlttrRQrCPk9CLlwKMB23QkKZZYTmCUe9LHF1g7azcQC2uaurionKLuvnGBXXxhCmN8rVi8nuH40jul0CWrVmlu5bqEnKeImnj/JsB/nF/L43j/+Nv7++av4xNH9GEuGTft5TjVcrwOes6jNFoNYalnI78Vde/vX1cWmC2VXttcCtBc2Ra1tWsNTKFchBBDy86liNNbE7uzSUgH90UBbG1J290cwkymhVKnu/MUukHNhTWzQ58VIPGRZOcH1I3GtV2zWuhZHbqDveTCrJhbQ2mxdWCxgZqWIP//RO/Hv3nGDaT/LyUYtntrFKzO15d6DQzgzl8PVdBFz2RLOzuddWQ8LrNZJbZYVLCgqwn4vhBBWL6vrbZcBJ82V5UJbWVhg9VZ2t2z0ySuqawYdrDXZHzY9E6u/dh0ajQOAJW293CTbCGLNu0bdd3gU77plFP/4b96Et94wYtrPcbq+SAB+r7CsVyyDWGrLvYe0Vlsf+tMncPenHsazF5dxy66kzatqj/7CtllAVahUWQ9rEj0T201TpYx2aanQVj0s0H29YvMu3NgF1NtsmV0Tq6iIBLxr3rhwc9da+mu7mRu73v+aXfjjH7qjJ0sI1vJ4RH3ggTWZWPe9IpAjHBqJ4Y49fVDUKj505yTuu2kE14/E7V5WW7abHlUsV9kj1iSJsB9qTaJYqbLmeBNqtYap5SLefctYW9+vBzTd0KFASol82X0buwCtLnYmU0K1JuH1mHNHJ1/WnkPjKe1WLoPY9fRMtZnlBLRqJBFkEEvOJoTA333iHruXYQj9hS2zWSa2rCLKAMsUa988MIi91vRKCWpNtp2JHYgGEAl4uyITWyhXISVcmYkdiAZQk9q+gYGYOS2X9M4NQZ8XI4lg15SQGEXf2MXXcmuMJkM4OZPd+QsNwHIC6nmJRjnBJjWxzMSaZrsyDlrd0d5uECuEwO7+SFdM7dI3LrkxiO2vB65L+bJpP2PtIIiJ+pQwWpUradO6zMqE03rD8VBj4IPZGMRSz9N3fm82tatYZk2sWRL1TOxKkR0KNnO5g/Zaut393dFmS78d7LaxswAwGNW6tizkTAxiy2uD2DB7xW6QLVVcee641WgyhJyiWtJCkUEs9bzV29rXZgTz5SrCfr74mYGZ2O1dWirA6xEY66Bhuh7Eun3znN4H1Z2ZWC2INTcTW0W0/mZ7oi/MXrEb5BSV9bAWGqn3irWiLrapIFYI8SEhxHkhxBkhxEe3+JpfFEKcMXZ5ROaLb1NOUCyrzMSaJBnWa5GZid3M5aUidqXC8HnbzzXsGYhAUWuYc3nf0FyjnMB9z8X+qB7Emvc72FhOwF6x62VLqqmdCWi9EQundu346iiEiAP4bQBvrP/5lBBiaMPXjAD4F6askMhkAZ8HQZ8H2c36xJarrrxwugEzsdvrpL2WTi9FcHtJQd7F5QT9EfPLCXKK2jg2E31aiyf2il2VVVRTe8TSertS2jk4lTa/NruZt/j3A3hESjklpZwB8A0Ab9vwNX8A4FNGL47IKls13i+ynMA0222oI60mdrK/s56TehDs9s1d+bJ7N3b5vB6kIn5TywkK5dU2dRN97BW7UbZUMXXkLK03ltTGLV+1IIht5rc6CeDimr9fAdBoXCiE+GEAiwC+tdUDCCE+DuDjADAyMoJjx441PpfL5db9nVrD49cZ/fh5a2WcvXQVx44tNT6n96acn76CY8fmbFylc3Vy/kkp4RXAS6+exTF52diFucRWx6+kSizmy6ikZ9adk61SaxICwKPffQUDWfdWez17SXuDefzZp3A5tD734obXwLBQceL8FRw7tmD4Y0spkVdULMxor1OVmlb//Phzzf3O3XD8OrWYKSAbVEz5d/bC8WtHMiDw7InzOOa7uu3XdXr8mgliAwDWVojXAFQBQAhxE4CfBvBWAKNbPYCU8tMAPg0Ad955pzx69Gjjc8eOHcPav1NrePw6ox+/kZceRzgSwNGjdzU+V6pUUXvga7jh4D4cPXrAxlU6V6fnX+KxB9E3PI6jR282blEustXxOzmTAR56DEfvvBlHj4x39DPGn/oGPIl+HD16W0ePY6dXHzkLvHIS973l3muysW54DZw8+QSEAI4efb3hj51XVMgHHsBNh/bj6Jv3AwBGvvMQfMkhHD16647f74bj16nyw1/D9XsncfToYcMfuxeOXzv2vvItVP1eHD36um2/rtPj10w5wTSAXWv+PgFAT5t8vP655wE8DGC3EOKltldDZBNtBOr6coJiWdsRzY1d5kmE/ZsOmeh1+u3/TmtiAa1G8rLL6yPzigoh3Ptc7I8GTCsn2KzUgr1iV1WqNRQrVcSCrIm10q5U2JJygmaC2AcA3C+EGBZCjAK4B8CDACCl/DdSyj1Syhug1cleklL2ZkqFXC0e9F9Tm1mo1Nv6cMqLabQ3D6yJ3UjfiDXZ13kQO5oMYTZrzQhIs+SUKqIBH4RwZ7P6gVgAi2YFsY32Y6sB/mRf2PWb+YyS58hZW2hBbAm1mrnt/XYMYqWUswA+CeAJaHWvPw/gPiHEL5i6MiILbRZMFesZDk7sMk8i5EemyEzsRleWi4gHfUhFOs8ejSZCmM0oru4Vq7WQcu/zcCAawHKhjKoJF/TGNLM1b7b3DcUwlS427ib1Mv11nS22rLWrL4xytYYFE1vLAc3VxEJK+RkAn9nhay4AYOEguVIifG13ggLLCUwXD/lwYYEZo40uLRUw2R8xJPM4nAihrNawXKg0epa6TW7NRCo3GogFISWwXChjsD6G1iibTTPbPxQDAJxfyOPweMLQn+c2ehCbYBBrqfFkvc3WchHD8fYHtuyEE7uIoGUE8+Xquik3+m06ZmLNs1Vrs15nRI9Y3Wi98bgV03PMkl/TB9WNVgceGF9SUKjfMYoE12ZiowCAs/M5w3+e2+ivL6yJtdauer/iq2lzX3cYxBIBSIT10bOrJQXFSv3iwJpY0yRCfk7s2kBKaUiPWN1oUsv8zbg8iHVzbfpAPYhdNGHgQa7+Zju2ptxi72AUQjCIBYB0vVwpGWYQa6XxxsADc++0MYglwmrj/bU75VlOYL54yIecoppSK+hWOUWFotYMuwWnP86sBSMgzZJTqq4vJwCARRPqAxs1sWuOT8jvxURfGGfn84b/PLeZqndpGE+Zd0ubrpUM+xEP+piJJbJCov4uPVNczQoyiDWfftxzzMY2pAvaGykjNnUBq3PMZzPmbrAwk1ZO4N7noZnlBJsFsYBWF3uOmVhMpYsI+T2urQd3s119YdNbvTGIJcJq0f/aTOxqn1j3ZoCcLr7Jce91K0U9iDXmohvweTAQDbi/nMDFmdi+iB9CAAsmlBPotfsR//ogXwti86a3OHK6K8sFTPQZs0mSWjOeCmPK5F6xDGKJsDYTuxpM6U3EmYk1j/7mgb1iVxmdiQW0DgVu3tiVc/nGLp/Xg1TYjyUzygnKKkJ+D3ze9ZfzfUNRFCtVTLv4926EqXQRu1LG1JdTazYbePDIqXmcns0a9jMYxBJhTRC7IRMrBBD08Wlils1qkXtduqhl61IGbkQZTQRdG8Sq1RoUtebqTCxg3tSurQJ8vc3W2bneLimYWi5ioo9BrB3GU2GsFCuNNnBSSvz7vzuO333olGE/g1dnIqwpJ9hQExvxe3kbykTxehDLTOwqPRObNDATO5p0byZ2dSKVu4PYgVjQlHKCgqJuWvLUCGJ7uC42r6hYLlQa7Z7IWqtttrRs7Nn5PKZXSnjjgSHDfgaDWCJo02484truBBGXXzidTm9txqldq1ZMaAk0kghhIVdGWa3t/MUOkyvrzfzdXdYzYFomdvPODYOxABIhH871cIcCvR5zwoDxzdS6XfWOEHqHiMdPzwMA3nRw0LCfwSCWCIDHIxDfMAK1WFZZD2uy1Uwsg1jdcr6MSMCLoM+4c0/vUDCfc1+Hgq1237vNQCyARROO/1adG4QQ2DcU6+lM7JVlrUcpa2LtsSulvXnQ30w8dnoB1w1EMGnQIBeAQSxRQyLsW9d4v1CuIuxnEGumODd2XSNdrBhaDwusTu2acWGv2FyXBLH90SDSxYrhPZEL24zk3d/jQayeAWRNrD2G40H4vQJT6SIq1Rq+c24RbzQwCwswiCVqSGzIxBbKVWZiTeb3ehD2e7mxa410oYKkQe21dCMuHj2rZ2Ld3J0A0G7vSwksF4wtKchtM81s/3AUsxmlZ+90XFkuIuD1YKg+bIKs5fEIjCZDuJou4rlLaeTLVUPrYQEGsUQN2gjUtUHs5hsmyFjxkI+Z2DVWimXDM7EjCe0i7uYg1s1jZ4HVgQdGj57NK1VEt6gX1jd39Wpd7JV0EeOpEDwebs61y65UGFPLRTx2eh5ej8Dr9w8Y+vgMYonqEmHftd0JmIk1XSLsZyZ2jXShYmiPWEALoAJejysHHuTq3QncnoltBLEG94rdbhBEI4hd6M2SAq29Fjd12UkfePDY6QXcOpE0dMMqwCCWqGFjJrZYYRBrBWZi10sXjQ9ihRAYTgQx68Ka2NWNXe5+Lg7Wb2kbmYmVUiJf3rqcYHd/BF6PwNm5Hs3ELnPQgd0mUmHMZEo4fiWNNx40tpQAYBBL1JAIX1sTG3b5LUw32FiL3MuklFgpVJAMGz/nfSQRwmzGfd0Jumdjl/Y7NbLNVqlSQ01ufWwCPg/29Ed6cnNXqVLFQk7hpi6bjafCkBKoSeBegzd1AQxiiRoSIT/y5SrUqtZLU2si7u7sjxswE7uqWKmiXK0ZnokFtA4FbqyJzSkq/F7h+sl5fZEAhAAWDQxic8rOPXR7tc2W3taJgw7spR//WNCHWydThj++u18ViAykN97PllRIKVFgOYEl4iH/utZmvUyf1mX0xi5Ay8TOZEqQ0tgWT2bTaz7dPjnP6xHoixjbK7ZQ3jlLvX84igsLhcab816ht9diOYG9xuvH/3X7BuD3Gh9yMoglqkvUG+9nShUoag1Sgt0JLKD152U5AbAmiDUjE5sMolCuIqu46w3Ddi2k3Kbf4KldeiZ2u9epvQNRlKs1TLuwHroTjWldBjbWp9ZN9IUx0RfG+24bN+Xxu+OVgcgAiXr2K1NUEQ9pO6KZiTVfIuRHWa2hVKki1OPDJdJFLcAxqyYWAOYypcYbNjfIK2pjKIbbDUQDhm7syjfRuWH3gBbEXVoqGDopyemuLBfg9QiMxNkj1k5BnxeP/7u3mvb4zMQS1SXqF8pMqdK4TRdmEGu6BKd2NayYmIkdaUztctfmrpyiur69lm4gFjC0xVYznRt2968Gsb1karmIsWQIPhNuYZNz8LdLVLeaia2gUGYm1irxelawV6cKrZUumlhOoAexLtvclSupiHVNJjZo6MaufBM1sWPJMPxe0XNBLNtr9QYGsUR1jSC2xCDWSnFmYhtWN3aZV07gtg4F2S7KxPZHA0gXKoZtsso30X7M6xGY6Ivg0mJvBbFTaQ466AUMYonqGuUERXW1nMDfHRdPJ1v75qHXpYtlBHwehPzGvzSHA14kQj7XBbG5UhfVxMa0NyfLBWPO9cY0sx02vu3uj/RUJras1jCTKbG9Vg9gEEtUFw344BFaMFWsZ2LdPiXIDZiJXbVSqCAV9pvWTmo0GcKMy3apd1NNrNGjZwt6d4IdXqd290dwcbF3pnbNrJQgpTYtirobg1iiOo9HaD1LWRNrqUZrM07tQrpg/MjZtUYSIcxm3bOxq1qTKJSrrp/WpdPLRFaMysSWVQR8nh37b+7ujyBTUg37uU53Ja1lnTmtq/sxiCVaQ+tZuqacoEv6UzoZM7Gr0sUyUhHj62F1I4kQZl2UiV2dSNUdz8Nko3TGmHM932SWWm+zdXGpN7KxV5Y5ratXMIglWiOxMRPb431LrRAN+CAEa2KBeibWhGldutFECPM5BdWaO6Z26UFst9TE6kHsikF3HfJKtamSp15rs3V2LgevR2AsySC22zGIJVojEfKv607APrHm83gE4kEfM7HQghtTywmSIVRr0tDRp2bKlfRMrHuGM2xHH21tXBDb3DQzPYi92CMdCh46MYvX7etHwMcQp9vxN0y0RiLsQ6aooliuwusRCPJF0BLx+puHXqfVxJpYTlCfXuSWXrE5RTsnuqVPbNzg+u98WW2qXjga9GEwFsDlHsjEnp3P4ex8Hm+/ccTupZAFeIUmWmNtJjbi95q2S5zWS4T9yBR7OxNbqlRRrFQbt5zNMJrUp3a5I4jNlrqrJtbrEYiHfIZlYnNK85veeqXN1tdfmQUAvP2mUZtXQlZgEEu0hhZMaWNnWUpgnXjI1/MTuzImTuvS6VO73NKhIF/vg9otNbHAat29EQqKiliTbQC1NlvdH8Q++PIMbt6V4LSuHsEglmiNRMiPfLmKbElley0LaRnw3s7ENkbOmjCtSzcQC8LrEa7pUNAoJ+iSTCygbe4yqnQmr6iINNlBZfdAFNMrRZRVY6aFOdFctoTnLqfx9huZhe0VDGKJ1tA3XsxmSmyvZaEEM7FYzpcBmJuJ9XoEhmJB19TENsoJuigTmwz7DSwnaH4QxO7+CGpSG8farR4+MQcpgftuYj1sr2AQS7SG3nh/JlNClJlYy2jlBMzEAjC1JhbQOhS4ZfSs3mKrmR34bpEIG1MTK6VEvtxciy2gN9psPfjyDCb7w7hhNG73UsgiDGKJ1kjUA4i5jMKaWAslwn5kSxVI6Y7+pWbQpymZmYkFtA4FrgliSyqiAS+8nu7ZYJk0aBOjotZQrcmmN3btqQ88uNSl42dziopvnV3E228c5YbcHsIglmiNRP22ZblaY02sheIhH2oSyNf78/aidFEvJzCvJhbQOhS4pTtBTlG7qpQAMK6coNVpZkOxIII+T9dmYh89NY+yWmMpQY9hEEu0RmLNrdxmN0xQ5xIG9890o3ShAp9HmF7GMpIIIVPSeiE7XbaFmk+3SIT8KFaqHW+wShdaKz/xeERXdyj4hxeuIhXx4849fXYvhSzEIJZojbVBLMsJrGP0OE43StendZl9K7TRZssFJQW5kopYqDumdemS9XKRTjsUrDRasjWfue/WXrHPXlzCP700gx+8azd8XoY1vYS/baI1EmtuXUb8DGKtogexenapF60UKqZv6gK0TCzgjqldOUVFvMsysUa9YVupl5+0cs7sHojg8lKhq2rPqzWJX/7yyxhNhPAv33LA7uWQxRjEEq0RDfig7yGJdNnF08n07FRvZ2LLptfDAsBoUhs965pMbJc9D/XSmU7Pdf0NX6qVILY/gny5isV6O7du8LdPX8ZLUxn8h3fd0PQmN+oeDGKJ1vB4RGO+OTd2WUcP3vTsUi9KFyotBSTtGnFTOUEXbuzSS5Y6rf9Ot9HNQu9Q0C11sSuFCn7zgZO467p+vPfWcbuXQzZgEEu0gT7wgEGsdVgTqwUlSZPbawHabvZIwIuZFeePns2WKl2XiTWunED7/ngLNcO7UloQO73SHQMPfvehU1gpVvAr772JbbV6FINYog30231h1sRaJhrwwucRvV0TW6yYOnJWJ4TAaML5Aw+klFpNbNdlYrV/T6eZ2JViBYmQr6UeuqPJej20S1qsbUdRq/jcU5fwgdsncHg8YfdyyCYMYok2SDTKCbrr4ulkQgikIv7G1KpeU6nWkFNU0wcd6EZcEMQWK1XUZPN9UN1Cz8RmOpxQly60XkOdCGlZ+KtpZ//um3H8ygoUtYa33ci+sL2MQSzRBo1ygibHOZIxEgbOlHeb1XZJVgWxQcd3J8jVg7xuq4kN+rwI+T2GlBO02s1CCKENu8i4v5zgqfNLAIC79vbbvBKyE4NYog0amViWE1gqFfY3Rq/2mlYb13dqJBnCXEZxdKulbIsTqdwkEfJ3vrGr3le4VePJMKa7oJzgO+cWcWgkhv6o+SU45FwMYok20HcPs5zAWkaN43Qj/d9tVRA7mgihXK1h2cFvGvRMbLfVxALGnOvt9hV209jhrajVGp69uIy79w7YvRSyGYNYog0aG7vYncBSqUgA6R5tsVUoW5t1bAw8cHAwk2tkYrtrYhdgTOlMO+UEADCW1Oqh1WpnY2/t9PLVDArlKksJiEEs0UZssWWPZNjfs90J8koVgHXZfzf0is2WurecIBn2dzR2VkrZdjnBaDKEmgTmc85vsbaVJ88vAgDuZhDb87rv1YGoQ++8eQx5RcVYvR0NWSMZ9iNbUlGtyZbaBnUDPRMbtWgzod5qyclBrJ6J7dZygtNz2ba/P6doz5N2WrKNJ8MAgOmVEsbq/+82T51fwt7BKIYTfI3udczEEm0wmgzhX731IJtnW0zPKnW64cWN8mVrM7HDcW30rJM7FOTqmcpuzMQmQr6ONjF2UkPt9l6x1ZrEU+eXmIUlAAxiicgh9CC2F3vFFhRrM7F+rweDsYArMrHRLgxik2E/soqKWq297hCNbhZtlBPod5iupt3ZZuvVmSwyJZX1sASAQSwROUQvj57Nl6sQAgj5rKvD1gYeOLcuMquoCPo8CPi67zKVCPsh5WobsVY1+gq3kYlNhv0I+T2uzcQ26mH3sTMBMYglIodI1uv70oXe61BQUFRE/F54LKwFHk04u9VSrtR9I2d1ehu/dktnGuUEbWRihRBar1gHZ+G389T5JexKhbEr5c56XjIWg1gicoRez8RGLL5tPuzw0bM5Re3KUgKg83NdLydoZ2MX4N5esVKyHpbWYxBLRI6g18T2YhBbKKuIWtzSbTQRwmK+jLLqzH6huZLalZu6gNUgtt1MrN5Pud0xxaPJEKZdWBN7dj6PxXyZ9bDUwCCWiBxBv7D3Yq/YvFK1fELcaFLrUHBluWDpz21WVuneIFYfqNLuG7aVYgUBnwehNkdjjyVDmM0qqLa5scwuz1xYAgC8lkEs1TGIJSJH8Hs9iAa8vZuJtagzge6e/YPwegT++slLlv7cZnVzTaxey9ruwIOVQqWtTV260WQY1ZrEgssGHjx9YRn90QD2DUbtXgo5BINYInKMVCTQm5nYsvWZ2Mn+CN532zj++smLjgxmcl2ciTWiJrbdUgIAGK+32Zp2WV3ssxeXcMeePvbwpgYGsUTkGMmwHyvF3uxOYHUmFgD+5VsOQFFr+P8eO2f5z95JTlER69JMbDTghdcj2g9ii+W2Bh3o9IEHbqqLnc8quLBYwGuv67N7KeQgDGKJyDG0ILb3MrGFchVhv/UB2/6hGP7ZkXH81RMXsZx31psHbWNX+4GakwkhkAj5kCm22ydWbbSka8fYmtGzbvHsRa0e9s7rWA9LqxjEEpFjpCL+Hi0nsCcTCwD/6q0HUChX8effOm/Lz9+MolZRrta6tiYW6OwN20qh3FE5QV/Ej6DP4+ixwxs9fWEZQZ8HN48n7V4KOQiDWCJyjJ7NxNrQnUB3aCSOd948is9864Jjjn2upGUou7UmFtAGHrRfTlDpqJxACIGxZMhVmdhnLizh1slUV05wo/bxbCAix0hG/EgXK5DSXa1/OlFWayhXa5b3iV3rp48eQFZR8cBLM7atYa2c0v1BbDLsb6s7QVmtoVCudtSdAHBXr9hCWcXLVzO4cw/rYWk9BrFE5BipcABltYZSxZkN+M1QLFcBwPKJXWvdNJ5ALOjDy1dXbFvDWlk9E9vF5QTtZmL17+mknADQ6mLdkol9/nIaak3itayHpQ0YxBKRY/Ti6Nl8WQvY7MzEejwCN47F8cp0xrY1rKVnYuNdnIlNhPxtbezSu3ckDMjEzmZKqLngrsezF5YhBHD7bmZiaT0GsUTkGHp2Kd1DbbYK9SDWzkwsABweS+DEdBY1B0xxyvVAJjYZ9iPTRunMaia2/e4EgNYrVq1JZMr2/7538vTFZRwajjeGRBDpGMQSkWOkenD0bF7RygnszMQCwOHxBHKKissOGEPbKzWx5WrrpTP6c6PzmlitzdZSydlBbLUm8d2Ly7iT/WFpEwxiicgxEj1cTmBXdwLdjWMJAMAJB5QUZJXuz8Qmwtq/rdXNXXoQ20l3AgAYqw88WHZ4EPvqTBY5RWU9LG2KQSwROYZeTrDSQ5nYgp6JtalPrO7QSBxej8ArV+0PYvVygniXDjsA2q//Nmpjlz61a6no7CD2hStpAMBrdqdsXQc5E4NYInKMXtzYVajUuxPYnIkN+b3YPxR1xOaunFKB1yMQ8nfvJardcz1drEAIIB7qLIgdiAbg9wosK84OYl+5mkEs6MNkX8TupZADde8rBBG5Tizog9cjemtjV/3Wud2ZWEDb3OWETGxeqSIW9EEIYfdSTJOoB6GZVjOxhTLi9edJJ4QQGI6HkHZ4EHtiOoMbRuPwdPjvpe7EIJaIHEMIgVS4t0bP5svOyMQC2uauqyslLOftfRORLaldvakL6KycoNPOBLqRRBDLJef2ZK7VJE7OZBv12kQbMYglIkfptdGzeiY2YnN3AgA4PKbNpbd7c1dOqSDexZu6ADT+ffpgh2ali5WO62F1IwlnZ2KvLBeRU1QcHmcQS5tjEEtEjpKM9FYQmy9XEfB54Pfa/3J841gcAGyvi80p3Z+Jjdb/fXo7sWalC5WOOxPonB7E6uchM7G0FftfNYmI1kj1Wia2rNreI1Y3EAtiJBG0P4gtqV3dXgsAgj4P/F6BfItBbKZobBBbVNHyGqxyYjoDjwCuH4nbvRRyKAaxROQoyV6riVWqjqiH1Tlhc1cv1MQKIRAN+lrPxBpaThAEAMxmSoY8ntFOTGdw3WAUYYe8ySPnYRBLRI6SigSQLvRQd4Ky6ojOBLrD4wmcmctBUau2rWEhp2AgaszmJSeLBloLYms1iXShbFgmdjSh9YqdzSiGPJ7RTsxkWEpA22IQS0SOkgj7kVVUVGvOrdUzUr7stExsEmpN4vRszpafX6pUkSmpGIoHbfn5VoqHfI3BDs3IlVXUJJAKGxPgD9eD2Lms8zKx2VIFl5eKOMwglrbBIJaIHCUV9kNK7SLWCwqK8zKxgH2buxZyWlawF4LYaNDXGDvcDH2SXdLgcoKZFecFsSdnsgBWNxsSbYZBLBE5il7v1yt1sU7LxO7pjyAS8NpWF7uQ00pJBmPdH8TGgj7klObLNvQNj0aVE8RDfoS8ziwnOMHOBNQEBrFE5Ci9NnrWSd0JAMDjEbh5PInj9Zn1VpvP9k4mNhb0IdfCHQf9jZ1RQSwApIICsw4sJ3jlagapiL9Rt0u0GQaxROQojUxsjwSxeaWKiMN24h+ZSOLlqxlUqtZPc9LLCXohExsNepFvIRNbrGhfGzUwc58KCcw6sJzgxHQGN44munr0MHWOQSwROcpA1Nltf4xWKKuI+J2TiQWAI5MpKGoNr9brEq2kZ2IHYt3fnSAW9LfUo7VUD2JDfuMu3U7MxFZrEq/Octws7YxBLBE5ymR/BCG/ByenrQ+grFaTEoWy8zKxt02kAADHr6xY/rPnswpSET+CPmcF9maIBb3IlVVI2VwnDkXVMuNGHpu+kAezGaXpNVjh/EIepUqNm7poR00FsUKIDwkhzgshzgghPrrhc58QQrwshLgohPgNc5ZJRL3C6xG4fiSOkzP2Nty3Qrl+J9lJNbEAMNkfRl/Eb0td7EJO6YlSAkDrTiAlUCg3V1JgVia2rNYcVYOub+rSO2UQbWXHZ4IQIg7gtwG8sf7nU0KIoTVfUgNwG4DDAN4vhLjHhHUSUQ+5YTSBE9MZR2WHzFCqav8+p2VihRC4ZSKFF2zKxA71SBCrj9ZtduCBKZnYoFZzOuOg8p0T0xn4PAIHhmN2L4Ucrpm3c/cDeERKOSWlnAHwDQBv0z8ppfxTKWVFSpkHcBLA0BaPQ0TUlBvH4lguVDCXdV7rHyPpsYvTMrEAcOtEEqdmsyg2mSU0ykJOwWAPdCYA0Bit22wQq2digwZmYvtCWhDrpDZbx6+s4PrReE+UlFBnmnn7Pwng4pq/XwEwtvGLhBA3AbgLwI9v8rmPA/g4AIyMjODYsWONz+VyuXV/p9bw+HWGx68zZh2/0pJ2sf7bBx7HkSFnZSmNtJwtABA4f/okjmXO2L2cdTxpbWraZ796DAf7rAsmZtIFHIqVmz6v3PwcPjenBa+PfvtJXE7ufIxPndF66D7x+KOG7dr3V4sABB596nnIq8a17mqXlBLfvVDAXaM+V/xe3Xz+OUGnx6+Zq0MAWsmArgZg3VtzIcQ7APwRgB+UUqY3PoCU8tMAPg0Ad955pzx69Gjjc8eOHcPav1NrePw6w+PXGbOO32sKFfyXpx6Ef2gvjh7db/jjO8WpLz0MoIS7br8VbzrorJtYhzMl/P53H4ZnaB+OvnGvJT+zUFZR+toDeM2NB5r+vbv5ORw6t4jf/+53cP1Nt+KeA4M7fv0ThRMIXryAt7zlLYat4cGHvwmggNTYdTh69KBhj9uuCwt5FB44hvvvuhFH79pt93J25Obzzwk6PX7N3JOYBrBrzd8nAFzW/yKE+AiAXwbwNinlY22vhIioLhnxYzwZ6vrNXSW1XhProIlduuFECKOJkKWbuxay+rSu7m+vBbReTqCoNQR9xjYVCngF+iJ+y9psqTv0Hn6hfr4dmUhasBpyu2aeDQ8AuF8IMSyEGAVwD4AHAUAIEQTwKQDvkFJeMG2VRNRzbhxLNHYpdyu9z3006MzavyMTSUvbbM3ntECqF6Z1AatBbL7cfE1syISewiOJkCU1sf/7mcu4+VcewLFX57b8muNXVhD0eXBohO21aGc7BrFSylkAnwTwBIBvAfh5APcJIX4BwF5oWdpn6+23zgghftnMBRNRb7hhLI6z83koqrUbi6ykZ2KNnMBkpFsnUzi/kMdKwZr2S/P1TGyvBLFRPRNbaiETa+CmLt1wIoQ5E7sTSCnxR988g1/84nGUKjX872cub/m1L15ZwU3jCfi9bGNPO2vqlVNK+RkAn9ni073xakNElrpxLIFqTeLMXA43jXfnrUU9ExtxYHcCALhVH3owlbakZne+PnK2Z1psNcoJmu8TGzJhx/5IPIhXTSrdqdYkfvUfXsZfPnER779tHOGAF196bgp5RW0E8Wu/9qWrK/jQnZOmrIW6D9/qEJEj3TCqNTo/0cWTu/Q+sRsv5k5xS70u0aqSgvmsAiGA/mhv1MSG/B54PQI5pblMt1mZ2NFkCPNZBdWa8X2ZH3x5Bn/5xEV87I178Tsfug3vv20XSpUavnHy2pKCM3M5FMpV1sNS0xjEEpEj7R2MIujz4GQX18UqKuARMHyzjlGSYT/2DkbxwuW0JT9vIaegPxKAr0duJQshEA14kbc5EzucCKEmgcWc8XWx5xfzAICfu+8QPB6BO6/rx3A8iK8en77ma1c3daUMXwd1p954pSAi1/F6BK4fjeNEF3coKFUlogGfYT0/zXDDaBxn53OW/Kz5rNIz9bC6WNDXWncCEzKxI/VjbsbUrrmMgnjQ1+jA4fUIvOuWMXzz1blr/t0vXllBLOjDvsGo4eug7sQglogc68bRBE5MZ7t2/KxSBSIO7Uygm+gLYypdtOR3sJDrwSA25Gt6Y5dZmdjRZAiAOVO75rIlDCXW/07ffWQMilrDwydm1338+JU0bt6VgMfj3Dd15CwMYonIsW4Yi2MpX8Z8B+Nn/8WfP4W/fOKCcYsyUEmVju1MoNuVCqNUqWExXzb9Z81nFQz2yKYuXTToa7rFlmmZ2IQexJqTiR2Jh9Z97I7dfRhJrC8pKKs1nJjONjYTEjWDQSwROVZjc9dMe5u7ymoNj56exz++eG39nRO4IxMbAQBcWS6a+nOklCwn2IFZmdiBaAAeAVPabM1mSxjekIn11EsKjp2aR7akbWo7OZNBuVpjPSy1hEEsETnWjWNaw/N2hx5MrxQhpVZrZ8bO606VVOnIaV1rTfSHAQBXlgum/pycokJRaz0zrUsXCzZfTmBWJtbn9WAoHjS8JlZKibmMguFN3pi858gYymoNf/rIOaQL5UYHDHYmoFY4+9WTiHpaKhLAnoEInrmwDLy59e+fqmcP8+Uqzs7nHDcFqFwFog7tEavbldKC2CmTM7F6yUivZWKjQR/yLWRigyZkYgFgOG781K5MSXtjopcrrPWayT7cvjuF//7NM/gfj5xFMuxHX8SPib6woWug7sYglogc7Z79A/jKC9NQq7WWWy9dSa8GXs9fTjsuiC1VJSIO7RGri4f8SIb9ppcTLOTq07pi1wY83cwJ3QkAYDgexPSKsZlYvTxhszcmHo/AF3/qHhyfWsGDL8/g66/M4p79A47u1EHOw3ICInK0e/YPIquoeOlq6yUFU8tFCKEFClb1Om2F4oJMLKBlY80uJ9AzsYPxHiwnUNQduz/UahJltWZKTSygBZrzBveJnav/TjfLxAJaIHvbZAq/+I4b8PWfezN+9X03G/rzqfsxiCUiR3v9/gEAwLfOLLT8vVPpIobjQdw2mWo0UncSN9TEAqtttsw0n61n7XqwO0FNAqVKbduvK1e1z5uZiV3MGTu1S+92sFlNLJERGMQSkaMNxoK4YTSOb59tI4hdLmJXKoxbJ5M4OZ1FqdLcZCQrSCm17gQuyMRO9EVwZdncXrELuTK8HoG+SI9lYkPam5jsDqNn9XPXzExsTQKLeeOysXomdniLTCxRpxjEEpHj3bN/EM9cWG45CJ1KF7GrL4IjEymoNYmX2yhJMEu5WkNVapk4p9vVF0ahXMVyYftAqxPzWUVr9dRjje5j9RZrO42eVVRzM7FD9V6ucwZu7prNlBANeBFzwTlO7sQglogc7w0HBqCoNXz30nLT31OrSUyvaJnY2yZTAOCouthCPWhxRybW/A4FvTitCwBiQT8A7NihwIpMLABD62LnsgqzsGQqBrFE5Hh37e2H1yPwxNnFpr9nLqugUpXY1RfGSCKE0UQIxx1UF6tPaXL6xC5gtc2WmZu75nO9N60LAKL1TGx2h16xZmdi9brVeQMzsfNb9IglMgqDWCJyvHjIjyMTyZY2d02ltYBroh6A3TqZxAv1hupOUCjXM7EOn9gFAJP1qV1mbu7qxWldABq32rsxE6tN62ImlszDIJaIXOGe/QN44cpKY0zlTvS+prv69CA2hfMLeaQLZdPW2Ao9aHFDJjYR9iEe9JnWK1ZK2cPlBPUgtmxvJjbk9yIe8hk2elaf1jXSg79Tsg6DWCJyhTfsH0S1JvH0haWmvl7PGuq3wm+rz2Q/7pBsbCMT64KaWCEEdvWZ1ys2U1RRqUoMRHurMwGwGsTuVE7QyMT6zTtfhg3sFZtVVBQrVQwnGMSSeRjEEpEr3L6nDwGfB98601xd7NRyEamIv7H7/+aJJIRwzuauRibWJTu3J/rCpmViF+ptnXqzJra5cgKl3kc26DPvsj0UDxrWnUB/nOE4ywnIPAxiicgVQn4vbptM4dmLzXUomEoXG1lYAEiE/Ng3GMXzDgli3ZSJBbSM9pRJvWKX8lqJR38PZmIjAS+EwI6jZ0uqFZnYkGGZ2Ln68ApmYslMDGKJyDUODMdwYTHf1Nfqgw7WumtvP75zbhGKav/Qg0Z3AtdkYiPIKioyxe2DrXYs5no3iBVCIBbw7RjEWpWJ1cf/doqZWLICg1gico19g1GkCxUs57ffnCWlxFS6iIn6rnrd99w4gny5iu+ca66u1ky5ktuC2HqbrbTxdbF6JnYg1ntBLKCdAzt2J7AkExtEoVzdMaBuhp6JHWEmlkzEIJaIXOO6gSgA4PwO2dh0oYJCudroTKB7w4FBhP1ePPTKrGlrbFamVIEAEHVLOYEexJpQF7tUr4ntxUwsoI2edUomFoAh2djZjIKwn9O6yFwMYonINfYO1YPY+e2D2I2dCXQhvxdvOjiIh07MmlLb2YpsSUXEr91OdgM9q23G1K7FfBnxoA9Bk3qgOl006ENuh7GzVtXEAjCkzdZcVsFIIuia85vciUEsEbnGZF8EHoEd62L1bOHEhkwsALz98AimV0p4+WrGlDU2K1OsIOJzzwW+L+JHJOA1JRO7mCujv0dLCQAg3kQ5gZ6JDXgtyMQasLlrLlNiPSyZjkEsEblGwOfBZH8E5xbay8QCwFtvGIYQwNdtLinIlFRE/O4JYoUQ2JUyp1fsUr7cs6UEgDZ6NrdTn1i1ioDPA4/HvHNGHxFrRJutuayCIdbDkskYxBKRq1w3EMWFnYLY5SIiAS9SEf81nxuIBXHH7j77g9hiBRGXlQtO9IVNGT27mC/35KADnVZOsHMm1sx6WABIRfzwe4VhmdgRZmLJZAxiichV9g5GcX4hv21N61S6gF2p8Jb1eG8/PIJXpjOmBGTNypQqrsrEAtrmrstLBcPriZfySk9nYuPNBLFq1dR6WEDLtg/FOh94kFNU5Muc1kXmYxBLRK6ydzCKQrm67Q7qqXTxms4Ea33P4REAwMMn7MvGZkuqq2piAeDm8SQyJdXQemIpZb2coHcDHr3F1nZvDqzIxAL1XrEdZmL1jWFsr0VmYxBLRK6yd1DrULBdXexmgw7W2j8Uw77BqK0lBW4sJ7jvplF4PQL/+OK0YY+ZVVRUqrLnywnUmoSi1rb8mpIFmVhAHz3bWXeCWQ46IIswiCUiV9GD2K3qYgtlFcuFyraZWEDb4PWdc4tQq1sHDmZRqzXky1XXlRP0RwO4Z/8AvvritGElBUs9PK1LFw9p72a2KymwLhMbwkKnmVh95GycmVgyF4NYInKV8VQYAa8H57cIYq9u05lgrX1DMVSqEnMGjdlsRba+Ez3ssnICAHjXLWO4uFgwrKRgscendQFANKAFsdu12bIyE7uYL3f05k4v9RlOMBNL5mIQS0Su4vUI7BmIbBPEalmgseT2QexYUrvATq9Yv7lLD2I3aZ7gePcbXFKwWM/6DfRwTWzMQZnY4XgQUq6+uWjHbKaEoM+DRMhl9TLkOgxiich1rqt3KNjMzIoexG6fBRpL6UFs59OJWpUpVQDAdRu7gK1LCtotL1iqB0u9POxAH826Xa9YKzOxQGe9Yi8sFrC7P8JpXWQ6BrFE5Dr7BqO4uFRAtXZt4HR1pQghgJEdbmXqmdrptA1BbLEexLqsJla3saTgW2cWcNenHsYjp+ZbfqxGOUEP18RG60FsvuyMTCwAzOfaf16cm89hX31ENJGZGMQSketcNxhFWa016l/XmlkpYTAWRGCHC34i5EMk4MVVG8oJVjOxlv9oQ6wtKfjyC1fxo//rKcxnFbx4Jd3yYy3ly4gEvJZkGZ1Kz8RmHZSJ3a6F3XYq1RouLRWwbyhm5LKINuXSl1Ai6mWNDgWLeUz2R9Z97upKacdSAkBr7D6WDDXKD6yUKeo1se7MxOolBX/1xEVkFRV37e3HielMo7VSK3p95CywGsTmleqWX2Nln1ig/XKCy0sFVKoS+waZiSXzMRNLRK6jB7Gb1cXOrBSbCmIBrdPBVRtrYt3YnUD3niNjyCoq3nHTKP7yo3dhPBnGTBv9RXt95CwARINahnXb7gQVazKxQZ8XybC/7YEH5+a15+T+YWZiyXzMxBKR6wzHg4gEvJsGsdPpEu7ZP9jU44wmQnh1pvU6zk5lSiqEAMIufgX+/jsmMdkfwd17B+D1CAwn2muSv5RXMBTr3c4EwGqLrex23QlUazKxgPb8ajcTe24hBwDYP8gglszHTCwRuY4QAtcNRK8ZeJAtVZBV1KYzsWOpMOZzCioWDzzIFCuIBX3wuHj3tscjcM/+QXg92r9hJBFqr5wgV8ZAjwexHo9ANODdMhMrpTbNK2hR3XAno2fPzuUxEA0g6cb+ceQ6DGKJyJX2Dl3bZkuvbx1ttpwgGYKUWl9LK2VKFSRC3XWRH0logc9mHSO2IqXEAssJAGi9YrP1MpON9HG0lmZis+09J84t5LCfm7rIIgxiiciV9g1GcXm5CEVd3Qyj17eO7zCtSzdW/zqre8VmiioS4e4KYkcTIVRrEov55jN4+XIVZbXW8xu7ACAR8m/ZnUCpaEGsVR0ckmF/Y/Nhq87N59leiyzDIJaIXOnQSBzVmmxsJAG0TV2AFlA1Y3Vql7VBbLZUQbzLphnpI0ZbqaVcytUHHTCIRTLsx0pxq0ys9kbNqkxsLORDTlFbHmCRLpSxmC8ziCXLMIglIlc6NBIHAJyazTY+djVdamrQga4RxG7Sb9ZMmZLaheUE2rFspTRDz9oO9PC0Ll0i7G90rdioZHEmNh7yo1qTjZ/brLN6ZwKWE5BFGMQSkSvtHYzC5xF4dWY1iG120IEuHvIjHvTZUE5QQcLNrQk2MZLQNme1srmrMXI22tsbuwBt+MZWt/Atz8Q2hi9sHlRv5dy81pmAgw7IKgxiiciVAj4P9g1FcWo21/jY1ZUixpvc1KUbTYYwbfHUrm7c2DUYC0KIVjOxHDmr266cwPpM7M4tvzZzbiEPv1dgsq+5mnSiTjGIJSLXOjgSX1dOMLNSarozgW4sFbY0E1urSeSU7tvY5fd6MBBtbVf7aiaWQWwi7Ee2VEFtk+4OdmVic9uMwd3M2bkc9gxE4fMytCBr8EwjIte6fiSOS0sFFMraxXZ6pYSxZGtZoPFkCFfT1gWxubIKKbXbx91mJBFsuZwg6PMgErAmw+hkybAfNQnky9cGjlZnYhtBbBuZWI6bJSsxiCUi19I3d52ZyyFbqiDXwqAD3WgyhIWcgrJqzcCDTP2WcbeVEwDa5q6ZFrLaCzmlXobg3qEPRtHPh81KCqzOxMbra9mq5ddm1GoNFxfzrIclSzGIJSLXOjSiXTBfnck2SgLGmuwRqxuvZ26tGnigb97pto1dgJaJbbWcgKUEGv182Gxzl201sS1s7Lq8XESlKtleiyzFIJaIXGvPQBQBnwen53K4Wm+T1Womdiylff1Vi9ps6W2UujETOxwPYSFXbnqML4PYVXqNtBMyse2UE+idCdhei6zEIJaIXMvrETg4HMOrM9nGbeyWg9j6189YlInVb9F228YuYHXc73y2ubrYxRxHzur0NzWb9Yq1vCY21PrGrnONHrHMxJJ1GMQSkasdqncouLrS2qADnb4RzKrNXXpNbLdN7ALW9opt7lgyE7sqWX9Tk3FAJtbv9SDk97SUiT07n0N/NIBUhL9Psg6DWCJytUMjcUyvlHB6NouhWBD+Ftv7RIM+JEI+y3rFdns5AdDcwINiuYpipYp+TusCsH05gdWZWACIBf0t9YllZwKyA4NYInI1fXPX42cWWi4l0I1b2CtW37jTnZlY7fg3s7mrMXKWmVgAQDzogxDaSOKNrM7EAtr52Up3gumVIiY45IAsxiCWiFxNb7OVLakt94jVWTm1K1uqIBrwdmVD+IFoAF6PaKqcgCNn1/N4BOJB36blBKVKDQGvBx6Pda3IYkEfck12J5BSYjajtFzKQ9Sp7nsVJaKesisVRrTeLF/vNNCqsWQY01bVxJYqXbmpC9ACseF4cwMP9M1fgywnaEiE/VvWxFqZhQW0TGyzNbHpQgVltcYglizHIJaIXM3jEThQz8a2XU6QDGExX0apUjVyaZvKFNWuLCXQDSdCTWVi9ZZmu1rs69vNEiH/lt0JghbWwwJaJrbZcgK9sweDWLIag1gicr3r63WxnZQTANYMPMiUKl25qUs3Eg9irolM7JV0EQGvB4MxlhPokmH/ln1irc7ExlqoidWfN6NJ/i7JWgxiicj1DnWYiV3dkNRcf9NOdHM5AVAfPdvEm4Gp5SLGUiFL6zydLhH2bTqxS6nUEPJbXE4QbL6cQA9i9e4URFZhEEtErnff4VHcf9MIDo8n2vp+vVfpcn2zkZmyJRWJLi4nGEkEsVKs7FiacTVdZCnBBluVE2iZWIvLCeo1sVLKHb9Wr4EeTjATS9ZiEEtErrd7III//ed3IhJoLzjs04PYgvlBbKbY/ZlYADuWFEylixhnELvO1uUENmRiQ35Ua7LRo3Y7M5kS+qMBywNtIgaxRNTz+utThpbyzbUUapeUEpmS2t01sfUgdnabXrFltYa5rMJM7AaJsB+FchWV6vrAsVSxIRMb1N4QZpWdnxOzKyVu6iJbMIglop4XDngR8ntMz8QWylVUa7KruxM0gtht6mJnVkqQEtjF5vjr6KNnN26osicT69t0LZuZzZYaI4eJrMQglogIWjZ2yeSa2MbI2a4uJ9CCme16xU6xvdamEmEtcNxYUmBnJjbXRBA7s6JglJlYsgGDWCIiAKlIAGmTM7F6VqubywmSYT8CPg/mtsnEMojdnH5ebBx4YFdNLIAdOxRUqjUs5hUMM4glGzCIJSKC1qHA9ExsUc/Edm85gRACo4kQple2DmL1QQejbbZE61Z6OYGTMrE7lRPMZxVICWZiyRYMYomIoHUoWC6Yu7GrUU7QxZlYQAtOt+sVO7VcxFA8iJDFU6icTi8z2dhmy86a2J0ysbONaV2siSXrMYglIgLQH/FbkInVAoJu3tgFaEMnZrbJxLK91uZWywnWB46lStWWsbMAkN2kb+1asxw5SzZiEEtEBC0Tu1KsQK3u3BezXdke2NgF1DOxK6UtG+VfTRcxwSD2GpuVE0gptUysDWNngZ03dukb+BjEkh0YxBIRYXVqV3qTZvNGyZR6JBObCKFcrW2a2ZZS1jOxDHo2Cvk98HvFunKCcrUGKWF5Jtbv9SDk9+xYTjCTKcHvFRioP3+IrMQglogIWncCAKZ2KMgUKwj5PV0/2Wg0qWVZN9vctZgvQ1Fr7EywCSHENVO7FFW7MxC0OBMLALGgH9kmamKH4yF4PMKiVRGtYhBLRARrpnZlSpWu39QFaDWxwOZB7NSy1pmANbGbS4T861pslSpVANZnYgHtjsHO5QQlDHNTF9mEQSwREYC+qBZcmrm5ayFXRl+k+2+76kHszErxms/p7bU4rWtz8bC/UXYCAEpFy8RaXRMLaJu7dt7YxUEHZB8GsUREWK2JNXP07GymhJEe6I06EAvC5xGbZ2I56GBb15YTaJlYO9qRxUO+nVtsrZS4qYtswyCWiAhoZEjNzMTOrJQw1gMXfK9HYCSxeZutqXQR0YC3sROf1kuEfMiuKyewsybWt+2wg7yiIquoDGLJNgxiiYigZboiAa9pG7vUag0LOaUnMrGA1mZrq5rY8VQYQnAj0GYSYf+67gR2ZmJjO2RiOeiA7MYgloiori8SMG1j13xOQa2HxnNuNbXr6kqR9bDb0MsJ9B67io2Z2PgOmVj999sr5zQ5D4NYIqK6vqjftJpY/db6aLI3slZjiRCmV4rXDDyYWi6yHnYbiZAflapslBGUbK2J9SOnqFsOrZirDzoYZhBLNmEQS0RUp2VizQlie20851gqjFKltm6TUqGsYrlQYXutbWyc2tXIxPptqIkN+VCtrQbUGzUysT1SIkPOwyCWiKiuPxowPxPbK0HsJr1i9fZaEywn2FIirE1z0+tiG5lYGwZkxILaWrLK5iU2s5kSogFv4+uIrMYgloiozsxM7HSmhIDX02jl1e1GG71iV4PYKxx0sCN9GEbGAZlYfTzyVgMPeqVlHDkXg1giorr+aADZkopKdfPbp52YXdEmG/XKrnw9E3t1zcCDq2ktoGVN7NY2lhPoE7tszcRuGcQqGIkziCX7MIglIqrri2gBRLpgfIeCmUypZ0oJAGAoFoRHrM/EnpjOIOz3YjjeG5vb2pGoB7F6OYGi2pmJ1dayVZutmZUS62HJVgxiiYjq+kyc2jWb6Z0esQDg83owHF/fK/ZbZxdw975++Ly89GwlUb+FnylqgeNzl9KIB32Oy8RWqjXMZbW7C0R24SsJEVFdv0lTu6SUPTOta63R5OrUrpmVEs7N5/GG/YM2r8rZEmvKCV68soKvvTyDH3/TXng81pehNGpiN8nEHr+SRqUqcetEyuJVEa1qKogVQnxICHFeCHFGCPHRDZ+7WQjxghDiohDiD4UQDIyJyJUamViDg9hMSUWxUu25W69jSa1XLAB868wCAOCeAwN2Lsnx/F4PIgEvMsUKfuvBV9EX8ePH37jXlrXomdhc6drymifOLgIAXrePv0+yz44BpxAiDuC3Abyx/udTQoihNV/yxwD+PYB9AI4AeK8J6yQiMp3eOWDJ4HKCXusRq9NHz0op8a2zC+iPBnDjaMLuZTleMuzHsVPzeOTUPH7qzfsbtalWi4W2Lid44twibhiN90y3DXKmZrKm9wN4REo5JaWcAfANAG8DgHowu1dK+U9SyiqAvwbwDtNWS0RkopRJG7tWp3X1VhA7lgyhUK4iU1Lx7TOLeP2+AVtui7tNIuTHmbkchuJB/Mjrr7NtHX6vByG/55pyAkWt4pkLy3j9fmZhyV7NdCieBHBxzd+vABir//8EgEsbPvfujQ8ghPg4gI8DwMjICI4dO9b4XC6XW/d3ag2PX2d4/DrTjccv5AWOnzyLY+KKYY/56BUtKL7wyvPIX1jNHXTj8VtraVoLfv6/v38EMxkFQ7VFw/+93XgMZVkrwXjHpMST337M1J+10/ELCIlXz1/CsWOzjY+dXKpCUWuIF6Zx7Ni8qetzum48/6zU6fFrJogNAFjbNLEGoNrE5xqklJ8G8GkAuPPOO+XRo0cbnzt27BjW/p1aw+PXGR6/znTj8Rt88huI9vfj6NHbDHvM4w+fBl46hffe92YE1+wy78bjt1b0whL+5IUncFJJApjDj73rHuwZiBr6M7rxGH5p5jmURBr/8QffjIDP3G0mOx2/gWeOIdGfxNGjr2l87Lmvn4IQp/Hj/+zNSEbsKXVwim48/6zU6fFrJoidBrD2J0wAeHLN53Zt+NzltldDRGSz/mjA8JrYmUwJ/dHAugC2F+gDD469Oo9dqTB290dsXpE7/Pr7b4ZalaYHsM2IBX3XlBM8cW4RN40nej6AJfs18wx5AMD9QohhIcQogHsAPAgAUspLAPJCiKNCCC+Afw7gC6atlojIZH2RgOHdCWZXSj23qQsAhuMhCAGoNYk3HBjomWllnYqH/I1OGXaLh3zIrulOUKpU8fylNO5hqzRygB2DWCnlLIBPAngCwLcA/DyA+4QQv1D/kn8B4A8BXADwqJTycXOWSkRkvv5oAMtGb+zKlDDag03hAz4PBmPav/sNBxj0uFEs6FvXneDZi8soV2t4PVtrkQM0U04AKeVnAHxmi899F8Atxi2JiMg+pmRiMyUcmUga+phuMZYMYT6rMHPnUrHQ+nKCb59dgNcj8Nq9/TauikjTVBBLRNQr+iJ+ZBUVZbVmSE1iWa1hIVfGaCJswOrc59BIHB4hMBTvvUx0N4hvqIl94uwibtmVbAxCILITz0IiojX0WsR0oYxhA+pY57J6j9jeDOJ+/f03Q61Ju5dBbYqH/MiWVEgpcWGxgONXVvAT9+6ze1lEABjEEhGts3ZqlxFBrD7ooBc3dgFAyN9bHRm6TSzkQ7Um8f1/8gSeubgMn0fgnTeP2r0sIgAMYomI1umL1INYg+piZzK9Oa2LuoPeJm0pX8a/vf96fN/tuzCW7M3SGHIeBrFERGv0N8oJjOlQ0Bg526OZWHK39xwZx22TKezuj7BFGjkOg1giojX0IHY+qxjyeLOZEoI+D5JhNoYn9/F6hOFT1oiMYv84ECIiBxmMBRAL+nBuPmfI481kFIwmQ8xiEREZjEEsEdEaQgjsH47hjEFBbK9O6yIiMhuDWCKiDQ4Ox3B61pggdipdxDg3dRERGY5BLBHRBgeHY5jLKlgpdra5q1Sp4upKEdcNsqaQiMhoDGKJiDY4MBwDAJyZ6ywbe2mpACmBvQxiiYgMxyCWiGiDg8NxAMCZuWxHj3NuPg8A2DcY63hNRES0HoNYIqINdvWFEfR5Os7Enl/QgtjrBiNGLIuIiNZgEEtEtIHXI7B/KIbTHQexOQzFg4iH2COWiMhoDGKJiDZxcKTzDgXnF/KshyUiMgmDWCKiTRwYimEqXUShrLb9GOcX8tjHIJaIyBQMYomINnFwRNuMdXYu39b3rxQrWMiVmYklIjIJg1giok3obbZOt9mh4EJ9UxeDWCIiczCIJSLaxJ6BKHwe0XaHAr0zwb4hBrFERGZgEEtEtAm/14O9g9G2OxScW8jDI4DJfrbXIiIyA4NYIqItHBiO4WwHmdiJvgiCPq/BqyIiIoBBLBHRlg4Ox3BhMQ9Frbb8vecXcqyHJSIyEYNYIqIt7B+OoSZX61ubJaXE+Xn2iCUiMhODWCKiLRwcjgNAy5u75rMK8uUqN3UREZmIQSwR0Rb2DUXhEWh5ctc5ttciIjIdg1gioi2E/F7sGYji1ZnWesWyRywRkfkYxBIRbePwWAIvT6+09D3nF/II+DwYT4ZNWhURETGIJSLaxuHxBC4vFbFSqDT9PecW8tg7EIXHI0xcGRFRb2MQS0S0jZt3JQGgpWzs+QV2JiAiMhuDWCKibdw0ngAAvHI109TXV6o1XFosYC87ExARmYpBLBHRNgZjQYwmQnhpqrlM7DdPzqFcreGO3X0mr4yIqLcxiCUi2sFN4wm83GQm9vNPX8ZwPIij1w+ZvCoiot7GIJaIaAc37Uri7HwOxfL242enV4o49uocvv/OCfi8fHklIjITX2WJiHZw03gCNQmcmNk+G/uFZ66gJoEP37nbopUREfUuBrFERDvQN3dtV1JQq0n87dOX8cYDg9g9ELFqaUREPYtBLBHRDnalwkhF/Hh5m81dj51ZwFS6iI/cNWnhyoiIeheDWCKiHQghdtzc9fmnLqEv4sfbD49YuDIiot7FIJaIqAk3jyfx6kwWlWrtms8t5BR8/ZVZfOD2CQR9XhtWR0TUexjEEhE14fB4AuVqDadnc9d87svPX4Vak/jwa1lKQERkFQaxRERNuGlcGz/70tVr62L//oWrODyWwMGRuNXLIiLqWQxiiYiasHcwikjAe8342QsLebxwOY33v2bcppUREfUmBrFERE3wegRuHEvgu5eWIaVsfPzLL1yFEMA/u5VBLBGRlRjEEhE16d23jOH4lRU8+MosAEBKif/7/BTuuq4fY8mwzasjIuotDGKJiJr0z1+/B9ePxPGf/uEVFMtVvHw1g3Pzebz/NbvsXhoRUc9hEEtE1CS/14P/9L6bMJUu4o++eQZ///wU/F6Bd948avfSiIh6js/uBRARucnd+wbwva/ZhU8/eg6xkA9vPjSMVCRg97KIiHoOM7FERC36D++6AUGfB0v5Mt53Gzd0ERHZgUEsEVGLhuMh/NJ7bsT+oSi+50aOmSUisgPLCYiI2vDh1+7Gh1+72+5lEBH1LGZiiYiIiMh1GMQSERERkeswiCUiIiIi12EQS0RERESuwyCWiIiIiFyHQSwRERERuQ6DWCIiIiJyHQaxREREROQ6DGKJiIiIyHUYxBIRERGR6zCIJSIiIiLXYRBLRERERK7DIJaIiIiIXIdBLBERERG5DoNYIiIiInIdBrFERERE5DoMYomIiIjIdRjEEhEREZHrMIglIiIiItdhEEtERERErsMgloiIiIhch0EsEREREbmOkFJa+wOFmAdwcc2HBgEsWLqI7sLj1xkev87w+HWGx69zPIad4fHrDI9fZ9Yevz1SyqFWvtnyIPaaBQjxjJTyTlsX4WI8fp3h8esMj19nePw6x2PYGR6/zvD4dabT48dyAiIiIiJyHQaxREREROQ6TghiP233AlyOx68zPH6d4fHrDI9f53gMO8Pj1xkev850dPxsr4klIiIiImqVEzKxREREREQtYRBLRERERK7DIJaIiIiIXMe2IFYI8SEhxHkhxBkhxEftWodbCCECQog/FkKcEkKcFkJ8oP7xlfoxPCOE+E92r9PphBAvrzlef17/2L8RQlwSQrwqhHin3Wt0KiHED685dmeEEHkhxPfzHNyeECIohPiEEOJLGz6+6XknhPgvQogrQogXhRB3WL9iZ9ns+AkhkkKIz9dfC18SQtxb//iwEKKw5nz8SftW7gzbnH+bPm95/q23xfn37ze8FpaFEK/l+XetbWIXY17/pJSW/wEQB3AZwC4AowBmAAzZsRa3/Kkfpw/W//8QgDSAIIAX7V6bm/4AOLPh7/sBnKqfk4cBXAXgt3udTv8DIAngRZ6DTR2rCwC+BOChNR/b9LwD8FYAjwPwAXg7gOftXr/df7Y4frcAeHP9/98C4FT9/28A8BW71+ykP1scv02ftzz/mjt+Gz6/H8C36//P8+/a47NZ7HK9Ua9/dmVi7wfwiJRySko5A+AbAN5m01pcQUo5I6X8Yv3/TwFQoZ0cy7YuzH02tuP4XgD/W0qZlVK+Au0Fq+ezD034OQB/CmAAPAd3chuA39/wsa3Ou+8D8BkppSql/DqAISHEqJWLdaDbsOH4SSlflFI+Uv/rMwD0UZX9AJasW5or3IZrz7+tnrc8/651G649fmv9vwA+Vf9/nn8bbBG7fAQGvf7ZFcROAri45u9XAIzZtBbXEUL8GIDjAKIAbhJCnBVCfEUIccDmpTmaECIKYEQIcU4I8U0hxGvBc7FlQogQgB8G8L8ApMBzcFtSyvQmH97qvNv48Sn0+Pm4xfFb6xegZcoA7Q7B/fXz8XNCiBFTF+cCWxy/FDZ/3vL822C7808IMQbgtQC+Wv8Qz79trIld+mHQ659dQWwAQG3N32sAqjatxVWEEP8ewL8G8ENSyleklAMADgL4JoC/sHVxDielzEspE1LKfQD+GNqFj+di6z4M4J/qx5PnYHu2Ou94PjZJCOETQvwBgDcB+DcAIKX8JynlCLTbujMAfsfGJTrWNs9bnn+t+TiAP5f1e+U8/7a2NnaBga9/dgWx09DqYXUT0GpkaRtCiD+C9uR4g5RyWv+4lLIG7dbuTXatzW2klF8AEALPxXb8AIAvrP0Az8GWbXXebfz4OLQsBa0hhBAA/g+APID7pJTZtZ+XUlYA/Bl4Pm5rk+ctz7/WfAQbXgsBnn8bbRK7GPb6Z1cQ+wC0lPtwvd7hHgAP2rQWVxBCvA7A9VLKH5VSFuofG6nfIge027tP2bZAF6jvaB6o//87odUufRXAR4QQESHEjdBuczxv3yqdrX6+3QGt+J7nYPu2Ou++CuBfCCG8Qoi3Q9uwxBq7a30YwLyU8j9IKVX9g0KIyfpuaAEt48PzcRPbPG95/jVJCHEQQFVKeXHNx3j+bbBZ7AIDX/98Jq59S1LKWSHEJwE8Uf/Qz0sp83asxUVuA3CnEOLMmo/9GYCfEkKoAM4A+Ak7FuYi/QAe0l5fMAPg+6WULwghPgvgZQAlAB/Tbw3Rpm4D8LKUUr/Fsw/A53kOtkZK+exm5129jc+bAZwDsAjgB21cppPdBuC9G14P3w9t1/PvASgDeBbAT1m9MJfY6nnL8695d0HbVLjxY78Hnn9r3YZrY5d/BcCQ1z/B6zURERERuQ0ndhERERGR6zCIJSIiIiLXYRBLRERERK7DIJaIiIiIXIdBLBERERG5DoNYIiIiInIdBrFERERE5DoMYomIiIjIdf5/ltuXlEP/S60AAAAASUVORK5CYII=\n", "text/plain": [ "
" ] @@ -442,6 +453,91 @@ "cr.plot()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2.4 动态指标参数\n", + "\n", + "在通道信等证券行情软件中,其技术指标中的窗口参数通常支持整数,也支持使用指标,如:\n", + "\n", + "```\n", + "T1:=HHVBARS(H,120); {120内的最高点距今天的天数}\n", + "L120:=LLV(L,T1+1); {120内的最高点至今,这个区间的最低点}\n", + "```\n", + "\n", + "***自 1.2.3 版本后,Hikyuu 也开始支持使用指标作为窗口参数***" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "h = HIGH(k)\n", + "l = LOW(k)\n", + "T1 = HHVBARS(h, 120)\n", + "L120 = LLV(l, T1+1)\n", + "L120.plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**注意事项**\n", + "\n", + "由于无法区分 Indicator(ind) 形式时,ind 究竟是指标参数还是待计算的输出数据,此时如果希望 ind 作为参数,需要通过 IndParam 进行显示指定,如:EMA(IndParam(ind))。\n", + "\n", + "最佳的方式,则是通过指定参数名,来明确说明使用的是参数:\n", + "\n", + "```\n", + "x = EMA(c) # 以收盘价作为计算的输入\n", + "y = EMA(IndParam(c)) # 以收盘价作为 n 参数\n", + "z = EMA(n=c) # 以收盘价作为参数 n\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# 或者以原型的方式,通过指定上下文计算\n", + "T1 = HHVBARS(H, 120)\n", + "L120 = LLV(L, T1+1)\n", + "L120.set_context(k)\n", + "L120.plot()" + ] + }, { "cell_type": "code", "execution_count": null, @@ -452,7 +548,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -466,7 +562,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.3" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/hikyuu/examples/notebook/010-Portfolio.ipynb b/hikyuu/examples/notebook/010-Portfolio.ipynb new file mode 100644 index 000000000..422e4146c --- /dev/null +++ b/hikyuu/examples/notebook/010-Portfolio.ipynb @@ -0,0 +1,160 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "2dbefd71", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "std::cout are redirected to python::stdout\n", + "std::cerr are redirected to python::stderr\n", + "2022-03-06 16:25:02.753 [HKU-I] - Using SQLITE3 BaseInfoDriver (BaseInfoDriver.cpp:58)\n", + "2022-03-06 16:25:02.753 [HKU-I] - Loading market information... (StockManager.cpp:497)\n", + "2022-03-06 16:25:02.753 [HKU-I] - Loading stock type information... (StockManager.cpp:510)\n", + "2022-03-06 16:25:02.754 [HKU-I] - Loading stock information... (StockManager.cpp:424)\n", + "2022-03-06 16:25:02.798 [HKU-I] - Loading stock weight... (StockManager.cpp:527)\n", + "2022-03-06 16:25:03.131 [HKU-I] - Loading KData... (StockManager.cpp:139)\n", + "2022-03-06 16:25:03.133 [HKU-I] - Preloading all day kdata to buffer! (StockManager.cpp:162)\n", + "2022-03-06 16:25:03.134 [HKU-I] - Preloading all week kdata to buffer! (StockManager.cpp:165)\n", + "2022-03-06 16:25:03.134 [HKU-I] - Preloading all month kdata to buffer! (StockManager.cpp:168)\n", + "2022-03-06 16:25:03.145 [HKU-I] - 0.01s Loaded Data. (StockManager.cpp:150)\n", + "Wall time: 951 ms\n" + ] + } + ], + "source": [ + "%matplotlib inline\n", + "%time from hikyuu.interactive import *\n", + "from pylab import plot" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6d8078dc", + "metadata": {}, + "outputs": [], + "source": [ + "# 创建一个系统策略\n", + "my_mm = MM_FixedCount(100)\n", + "my_sg = my_sg = SG_Flex(EMA(n=5), slow_n=10)\n", + "my_sys = SYS_Simple(sg=my_sg, mm=my_mm)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "79aa46ca", + "metadata": {}, + "outputs": [], + "source": [ + "# 创建一个选择算法,用于在每日选定交易系统\n", + "# 此处是固定选择器,即每日选出的都是指定的交易系统\n", + "my_se = SE_Fixed([s for s in blocka if s.valid], my_sys)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "cd7c2dc5", + "metadata": {}, + "outputs": [], + "source": [ + "# 创建一个资产分配器,用于确定如何在选定的交易系统中进行资产分配\n", + "# 此处创建的是一个等比例分配资产的分配器,即按相同比例在选出的系统中进行资金分配\n", + "my_af = AF_EqualWeight()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "c9d3a04d", + "metadata": {}, + "outputs": [], + "source": [ + "# 创建资产组合\n", + "# 创建一个从2001年1月1日开始的账户,初始资金200万元。这里由于使用的等比例分配器,意味着将账户剩余资金在所有选中的系统中平均分配,\n", + "# 如果初始资金过小,将导致每个系统都没有充足的资金完成交易。\n", + "my_tm = crtTM(Datetime(200101010000), 2000000)\n", + "my_pf = PF_Simple(tm=my_tm, af=my_af, se=my_se)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "d7d51202", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Wall time: 3.25 s\n" + ] + } + ], + "source": [ + "# 运行投资组合\n", + "q = Query(-500)\n", + "%time my_pf.run(Query(-500))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "40d5c33f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "x = my_tm.get_funds_curve(sm.get_trading_calendar(q))\n", + "PRICELIST(x).plot()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "db82df69", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/hikyuu_pywrap/indicator/_build_in.cpp b/hikyuu_pywrap/indicator/_build_in.cpp index 3dbabf7fa..57165a13d 100644 --- a/hikyuu_pywrap/indicator/_build_in.cpp +++ b/hikyuu_pywrap/indicator/_build_in.cpp @@ -519,9 +519,9 @@ void export_Indicator_build_in() { def("EMA", EMA_1, (arg("n") = 22)); def("EMA", EMA_2, (arg("n"))); + def("EMA", EMA_3, (arg("data"), arg("n"))); def("EMA", EMA_4, (arg("data"), arg("n"))); - def("EMA", EMA_5, (arg("data"), arg("n"))); - def("EMA", EMA_3, (arg("data"), arg("n") = 22), R"(EMA([data, n=22]) + def("EMA", EMA_5, (arg("data"), arg("n") = 22), R"(EMA([data, n=22]) 指数移动平均线(Exponential Moving Average) diff --git a/sub_setup.py b/sub_setup.py index 54d360b7b..3584b1165 100644 --- a/sub_setup.py +++ b/sub_setup.py @@ -101,7 +101,7 @@ # 3 - Alpha # 4 - Beta # 5 - Production/Stable - 'Development Status :: 3 - Alpha', + 'Development Status :: 4 - Beta', # Indicate who your project is intended for 'Intended Audience :: Developers', diff --git a/xmake.lua b/xmake.lua index bf5c6d2a7..c94af2b13 100644 --- a/xmake.lua +++ b/xmake.lua @@ -9,7 +9,7 @@ if not is_plat("windows") then end -- version -set_version("1.2.2", {build="%Y%m%d%H%M"}) +set_version("1.2.3", {build="%Y%m%d%H%M"}) set_configvar("LOG_ACTIVE_LEVEL", 0) -- 激活的日志级别 --if is_mode("debug") then -- set_configvar("LOG_ACTIVE_LEVEL", 0) -- 激活的日志级别