diff options
Diffstat (limited to 'vignettes')
19 files changed, 596 insertions, 478 deletions
diff --git a/vignettes/FOCUS_D.html b/vignettes/FOCUS_D.html index d27b4767..0c45a550 100644 --- a/vignettes/FOCUS_D.html +++ b/vignettes/FOCUS_D.html @@ -358,7 +358,7 @@ pre code { <h1 class="title toc-ignore">Example evaluation of FOCUS Example Dataset D</h1> <h4 class="author">Johannes Ranke</h4> -<h4 class="date">Last change 31 January 2019 (rebuilt 2023-05-18)</h4> +<h4 class="date">Last change 31 January 2019 (rebuilt 2025-02-16)</h4> </div> @@ -425,12 +425,12 @@ equations represented in R code can be found in the character vector (gcc) is installed and functional, the differential equation model will be compiled from auto-generated C code.</p> <pre class="r"><code>SFO_SFO <- mkinmod(parent = mkinsub("SFO", "m1"), m1 = mkinsub("SFO"))</code></pre> -<pre><code>## Temporary DLL for differentials generated and loaded</code></pre> +<pre><code>## Successfully compiled differential equation model from auto-generated C code.</code></pre> <pre class="r"><code>print(SFO_SFO$diffs)</code></pre> -<pre><code>## parent -## "d_parent = - k_parent * parent" -## m1 -## "d_m1 = + f_parent_to_m1 * k_parent * parent - k_m1 * m1"</code></pre> +<pre><code>## parent +## "d_parent = - k_parent_sink * parent - k_parent_m1 * parent" +## m1 +## "d_m1 = + k_parent_m1 * parent - k_m1_sink * m1"</code></pre> <p>We do the fitting without progress report (<code>quiet = TRUE</code>).</p> <pre class="r"><code>fit <- mkinfit(SFO_SFO, FOCUS_2006_D, quiet = TRUE)</code></pre> @@ -441,95 +441,101 @@ variables is obtained using the <code>plot_sep</code> method for <code>mkinfit</code> objects, which shows separate graphs for all compounds and their residuals.</p> <pre class="r"><code>plot_sep(fit, lpos = c("topright", "bottomright"))</code></pre> -<p><img 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atWrZKTkxctWtS6devevXuvWbMmLS1N7gABAAAAAPg/NICA++Li4vLuu+9euHDhyJEj06dPt7W1PXr06IwZM9zc3J566qn169enp6fX5DhFRUXLli3r3r1748aNW7RoMXjw4D179jzs4AEAAAAA9QQNIODB6NWr19q1a2/cuLFp06annnpKpVLt27dv+vTpbm5uQ4YMWbNmTXJyclX7bt682d7e/u233z5x4sTVq1fj4+P37t07ZMiQFi1aVLMXAAAAAAA1RAMIeJCsrKwCAgL27Nlz48aNtWvX+vn5GQyGPXv2zJgxo1GjRl26dJk7d+6JEyf0er1xl6+++mrs2LH5+flqtbpHjx6vvPLKxIkTmzVrJoSIj49v2bJlUlKSfCcEAAAAAFACjdwBAMrk5OQ0ffr06dOnp6am/vrrr7t27frtt99Onz59+vTpBQsWODk5DRgwYODAgS1atHj99deFEM2aNfvrr79cXFyMR9i9e/eIESPy8/N79ep19epV+U4FAAAAAFDncQcQ8HA5OztPnTo1LCwsNTV13759r776qpeXV1paWmhoaGBg4KBBg/R6vbm5+fvvv5+VlVV2xyFDhvz+++8qleratWsbN26UKXwAAAAAgBLQAAJqibm5uZ+f38qVKy9fvhwXF/ftt9/6+/tLmwoLC6dPn96yZUt3d3d/f/8VK1YcO3YsPz+/T58+vr6+Qogvv/xS1tgBAAAAAHUbj4ABMmjRokWLFi2efvrpLVu2qFSqZcuWHT169OjRozdv3gwLCwsLCxNCaDSa9u3bm5mZCSEuXbpUWFhobm4ud+AAAAAAgDqJBhAgm5SUFCGEiYnJm2+++eabbwoh4uLijh49euTIkZMnT8bExJw5c0aamZ2drdVq27Rp4+Pj07Fjx06dOrVp06Zx48ZyRl+Z0tLS77//ftOmTcnJyaampu3atXvjjTd69uwpd1wAAAAAUN/RAAJk06pVKyFEaWlpcnJyw4YNhRAtW7Zs2bLl5MmThRA6ne7UqVOzZ88+duyYRqMxGAxRUVFRUVE//vijtLutrW2bNm28vb3btm3bqlWrVq1aNWvWTMa7hHbv3j127Njs7GzjSHR0dGhoaLt27Q4dOuTq6ipXYAAAAAAAGkCAbKytrR0cHDIyMt56663g4OByW62srHr16nX+/HkhxIgRI4KCgqKjo8+cORMZGRkVFRUdHZ2SknLixIkTJ04Yd1Gr1Y0bN27RokXz5s29vLy8vLyaNm3q5eXl7Oz8sM9l06ZNkydPNhgMKpWqQ4cO7du3Lygo+Pvvv5OTk2NiYpo1a3bx4kUPD4+HHYZilJaWLl26dMuWLTdv3tRoNE2bNn3llVdGjx4td1wAAAAA6qp61ADKyso6f/785cuXc3Nz8/LyLCwstFqtl5dXu3btHBwc5I4O9dQLL7ywdOnSkJCQgICAIUOGlNs6fvz49PR0lUq1ePFiS0tLX19faU1oSWpqakxMTGxsbGxs7MWLFy9dunTlH/v37y97HK1W27hx48aNGzdq1MjT07NJkyZubm4NGzZ0d3d3cnK6/7NITk6eOnWqwWBwd3c/fvx4kyZNjJu2bNkybty4vLy8Hj16JCYm3v9n1QehoaGTJk3Kz883jiQlJf33v/+dOXPmoUOHpBvHAAAAAOCuKL8BVFJSsm7duk2bNv31118Gg6HiBJVK1b1794kTJ06bNk1acBeoNYsWLfr+++9v3LgxdOjQl156aeHChXZ2dkKI8+fPT5gwISIiQgjxwgsvNGvWrOK+zs7Offv27du3r3GkuLg4ISEhLi4uPj4+ISHB2A/KysqKiYmJiYmpeBALCwt3d3d3d3dXV1c3N7cGDRq4uLi4u7s7/8PJyUmtVld/FgEBAaWlpVqt9uLFi1qttuwmf39/BweHQYMGJSUlBQUFTZo06R6yVK+sWbMmMDDQYDBoNBrpNXBFRUV//PHH2bNnr1+/3r59+9OnT3t7e8sdJgAAAIA6RuENoOvXrz/xxBPl/nevSqWytrYuLi4uLCwUQhgMhr/++uuvv/76/PPPf/311zZt2sgULOojExOTiIiITp063b59+5tvvlm1apWlpaVery8oKJAmDB8+fPXq1TU8mqmpqbSKULnxrKysq1evJiYmXr169dq1a0lJScnJyTdv3kxOTs7KypKaRNUc1tnZ2fF/OTg42Jdx5MgRIcQ777xTaQt14MCBvr6+4eHhX3zxBQ2g6l29evWll14yGAzNmjWLiIiwt7c3bjp16lTfvn3z8vL69u2blpYmY5AAAAAA6iIlN4Dy8/OfffbZmJgYU1PTwYMHDx8+vFevXs7Ozg4ODtIdDUVFRVevXj169OiuXbt27twZFxc3YMCAs2fP1sKCKYCRu7t7YmLiSy+99NNPPxUVFel0Omncycnp008/nTJlyv1/hJ2dnZ2dXfv27Stu0ul0ycnJt27dun379o0bN1JSUm7dunXr1q3Uf6SlpUl/uOOnzJ07d+7cuebm5ra2tjY2NnZ2dtbW1tbW1ra2tiYmJkKImJiYhQsXSk9fWltbm5mZ2dvbm5qa2tjYmJmZWVtbm5ubW1lZWVhYWFpa3v9Z10UTJ07U6/V2dnYxMTHl1vPu0qXLyZMn27dvn56evmTJktmzZ8sVJAAAAIC6SMkNoI8//vjkyZOOjo5bt27t169fxQlmZmbNmzdv3rz5xIkTz507N3To0KSkpCVLlnz66ae1Hy3qMwsLiw0bNqxbt+748eNRUVFWVlY9e/Zs0aJFLXy0lZVVpTcNGRkMhrS0tPT/lZGRkfmP5OTkkydPCiEcHR2zs7MLCwtTUlKkN9yXU1hY+MEHH9QwMKkZpNFobGxshBD29vYqlcrYG5LW7TJulSaXHTHuUnarEKJsd6nsZCkVZXsupqam5R5nKzf/YTh+/LgQYt68eZW+za1t27YDBw7cv3//d999RwMIAAAAwF1RcgNoy5YtQohPPvmk0u5POR06dFi9evXgwYN/+eWX+2wAlZSULFu2LDMzs4bz//vf/wohiouL7+dDoQBqtbp37969e/eWO5D/oVKppMWAqppQWFhoYWEhhIiMjPT09MzPz8/JycnNzc3IyMjLy8vLy8vNzV27du3+/fu1Wu2rr75aUFAgDRYXF2dkZBQXF+fm5hYUFOTn5+fn5xcUFOh0usJ/CCEq7SU9Oqq6X0mtVtva2la1l3THU7lBvV4vnfIPP/zw448/Vnrw69evCyHi4+OfeOKJqg4u3V11Nydxd2xsbDQaJf/boWwmJiZ+fn4jRoyQOxAAAADUNlWl6yIrg4WFRWFhYWxsbA2X9cnPz7exsTE1NS378p17EBERUfZVTTWk1WpzcnLu53MBuTg6OmZkZIwbN05qW1Tk5uZ269atoUOH7tixo4bHlFpCUntICJGRkSGEkDpEBoNBarAatxYWFkqPzhlHhBCZmZnS9U06VNnDSn8uO1kIkZeXV1RUZPxrUVFRXl5e2ZDKzQfqqCZNmiQkJNzbvk5OTunp6WlpaY6Ojg80KNRHYWFh/v7+I0eOlP6LHQAAjyYl1T9K/q+4dnZ2t2/fjo+Pr2EDKDExsbS09P4XAOrSpcuPP/549erVGs4/d+7cjz/+2K1bt/v8XEAuU6dOXb58eXBw8PTp0/v3719u6yuvvHLr1i2VSrVo0aKaH9PCwkK6scjV1fVBxvqgle0olVVaWpqdnV3VXhW7S5LHHnvMYDAEBwdLD+VVPPi6detCQkJsbW3DwsKqOni5TtYDl5OTU1JS8vCOj4etc+fOcocAAAAAGSi5AdS3b98tW7asXLlywIABd1xTtrS0VHry6/4bMSqVaty4cTWfHxYW9uOPP0prmgB10ZIlS77//vvbt28PGjTo7bffnjdvnvSLS05OnjBhwh9//CGEGD16dKWrUNd1xkZVRffQTXZzc7tx48aGDRv27dtX6YQJEyYIIfr06TNo0KC7PTgAAACA+sxE7gAeojlz5lhZWf3222/9+vXbvXu38b3a5RQXFx88eHDw4MHfffedSqV6/fXXazlOoK5Tq9URERGOjo56vX7JkiVardbR0dHW1tbT01Pq/vTt2zc4OFjuMOuAt99+Wwjx22+/Vfow3dSpU6V7qZYtW1broQEAAACo25R8B5CPj8/GjRvHjBlz8uTJp59+2srKytfX18XFxcnJycbGJjc3Nz09PTU1NSIiwvikxoIFCwYOHChv2EBd5OnpmZSUNHny5G3btpWWlkpL9gghtFrt/PnzZ82aJW94dcXMmTNXr1594cKFgICA3bt3f/XVV9K9gRcvXhw/fnx4eLgQYsqUKTV8rBUAAAAAjJTcABJCjBo1ytHRcdasWZGRkTqdTnrfVqU6dOiwaNGip59+ujbDA5TE2to6NDS0sLBw//79kZGRlpaWffv2vYcF0eu58PDwjh07Xrly5aeffvrpp58sLS2NbwcTQjzzzDPr16+XN0IAAAAAdZHCG0BCiIEDB545cyYyMnLfvn1RUVFXrlzJzc3V6XSWlpY2NjZeXl7e3t5+fn4sigk8EObm5kOHDh06dKjcgdRVWq02Pj5+9uzZq1atys3NNS4C7ebmtnz58rtaXwwAAAAAjJTfAJL4+Pj4+PjIHQUA3JlKpVq6dOnSpUvj4uLCw8MtLS179erl4uIid1wAAAAA6rD60gACgDqnZcuW0vvgAQAAAOA+KfktYAAAAAAAABA0gAAAAAAAABSPBhAAAAAAAIDCsQbQo+LUqVMzZsy4hx31ev2uXbtMTU2tra0feFR1iMFgSEtL/ZcJGgAAIABJREFUs7Cw0Gq1cscis9TUVHNzcxsbG7kDkVlaWpqZmRl5SEtLMzU1tbW1lTsQmaWnp2s0GvKQnp7u5OTUu3fve9s9Ly/vwcYDUP/cJ+ofI+ofCfWPhPpHQv0jof4xUhkMBrljqO/279/v5+cndxQAANyZqalpZmamlZWV3IGgzqP+AQDUFYqpf2gAyc9gMGzdujUtLe3ed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width="768" /></p> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded +## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<p><img 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8EoAMMI4Mr46OP+zgeNaRQASTkBiDGtBFCBAQdQVgBIE8hk0hSAERqguHNYih78lDJryykAkmICmNVKAJ9hhRPVYvmZBVZpnlFTAPpvgMoBZdtfYJF/u4IUAEktASwvjmgjgBBwehRvw1PPbUAuo6YAdN8AdX2wtlcEu/KEKL/0us2Nhi4KgKSUAFSxkwCuw9SbJT8WWGQDvBuAAtB/A7zByecxs3cGcYoCIBSAGgFUwSPmJdut8GQjsMSoU0cAC1WvjSkAFzoT/oNdFAChANQIIBOWvwoTCoUwzwGXGPUhC6DwL/ftzrnXxUfwuUIoMqYALIg/6F9XZqMACAWgRgAZgCs3hKeiPAAJy4z6cAXQr5zGxMARnH0xrADsiH8IahB2CoBQAGoE8AsaYHHh4+wZWCR/MaM+VAGsQvL+0PTN9y44cva72ub/E9YuJ0bnzYYXwFtMxD7BIu8m2ikAQgGoEcBzOLxlyrPl1/GZSR+qAMalsuPyROsahvexxhpkX5qwotTze3RBXX2G03Zm6oXshJdwiuCE7VlkeqjdbnN5lbECL4XjfzwIq+tm5Mbxr+TQbxhRAC1u9N1tjs70Dk1BmqYACAWgRgDiHrqz3qHhYcmkZA0y6UMVQDuqo1PvGzC99zXWIOBQDh15WyPzWdeid0VtmhUB5IZfnhWiuDp6u9RqVAA9kAf+Kw1/3XhTVQBTVcCIAhDHw/8Id/e50/mBYyF/+N9Tv7e3UQCEAkhkxQTTB5geTUDqZNCHKoBmW1nT1vQsftuPACR4ZnIurgO/RI6BXIbzxXJX1gLwVBaA6X7H0y55pVLN+MinNaBWFoClbGCo9X2tFZuRtRj2EJAQ076YgRA7Fvf4LgqAUADbWB5W+iidIwElVQDlPuwPS//uAkBGb2TiN1iWhcgFXsnLr8v7wi+BQfkASWUB/iwv96J0PiIAmORbvR/imsEFIERLj9dT5fJ5vNlX9/weCoBQANsxL3ot8BSdYMxJFUCzc58C2P3IRvgbgPIY5/cnI0d6umZmlOVz8iGlsACU73LPcF9Z3iXhriyAWnl2Bg7DC2AvNJ0/E4cDTlYjoQC2M4dHDDnJAthOncX6R1nVY2Pva6xRduFFZCinza2FS/8usm0JYFxeso4P0ddcEU+EBaCcDS5JEQHk2BKV6mc1EgpgO/l8LPARCECsRbbLytbbhJL9CGAiOjWL8/ImfWNYOSscFYAyUNS3MZu+DVkATSklAHElJ46FXeufkJQWQCc+MuTDF0CjZL0oT9w+h+tmNQJYxYAQrRnhfdtQoOjHsS0BXJFfNGGwagvlG8CF1BLAnuufkJQWwCd4GPLhC0BUw1rTcjvtrA+l+7kEt+aPwW+8WI+sxT0qP9D5bbwA7iHuNDIFQAEQCmAnKpVNAjlkAZj/blWO0Jxp2c8aayC9lCeW7JFNvm/rWP+NeAFs4JiyvLe/aIUCoAAIBbDLhsgPXgR0BAIQIhi4Zkn3TDbva401wJx8028+Ijfv3Y/eTzZuixfAK0lSLpF/Akf5lyOA1qztUACEAjhAA/ShkSkfhQBUERYAQheXp4/JJ3fDe/r+md7i3A8WoP1WjACEF1J144k74T+PbOq3C2Cz12xAAWTtcMUsBUAogAM0wLvoLUPEGAJo71Y2fG2RO7sumADJCqz/A0j/KUYAaW+j28eHYgcBLACWKQMK4ESNnQIgFICWAujZz0gE5MgFsFnc73MPrv8rukl8+K3t5NqM+PWGzR6MEYAQL9ouu//U9k+xkwAq1/x+rwEFIMT8GFBbGAsFQCiAAzTA3dhxIYn+BaD9xzTSSeALNpzVtP4JSWkBFKKBKVMAhmmAMQqAUADaNYDZjy7GTAEYpQFmKQBCAWjYAJn4gTFTAEZpgOXFEQqAUACaNcDN6EiRhAL4UhuAAiAUwK7tv8GYjSKAlZZC7T8mBUBIygqgBCHGbBQBJAUKgJCUFcAKRwOiACgAQlJTAKIUTcyZAqAACElFAQzjE3OmACgAQoxQ/1fGRx/3dz5oTNOoARYwyZwpAAqAEN3Xf3HnsBQdBkvKrC3XogH6EWDOFAAFQIje679yQNn2F1jk366gBg3wNR8KRgFQAITovv7r+mBtrwh25QlRful1mxsNXQdvgBGkM2cKgAIgROf1/wYnn8fM3hnEKQ0awIERBk0BUACE6Lv+XehM2MK4NGgAD75m0BQABUCIvuvfgviD/nVlNg0aIIB+Bk0BUACE6Lv+7ViMmw/CrkEDTGKBQVMAFAAh+q7/t5ioi5nNu4l2DRrgE4YZNAVAARCi7/pvcaPvbnN0pndoCtK0Bg3QhVIzk6YAKABC9F3/xyXA3X3udH7gWMgPoF6TBnBghUknRQA30gzAKgVAiDHqf9qH/9KxqE0DhFDCpJMiAINAARBikPpv6fF6qlw+jzf76q5/Yx7NjqP7fz/5fQNFTDoJVA6kGwLTRQqAkC+n/rO27eP9h72z/Wki2+P4EbHfFBB3VkGvQEstlKuUZ4g8N7giBCTyEKKBEgkqamJMQGLg4ppUSdxViMEEskY2QowafWEMQf+EfWHIJvvKt3pDwn235v4FtzN9oGW5bltnpgP9fmKYOTtM2eb3/fV7zvSc3yn/2q/X4RwjTWgAhOwI/Tum94fR//XpovNIY6QJDYCQ7aL/p7drSrNVSoBk2DgNiNAACDG4/lvS97rangpxWy4KLXly1EkAF5YYakIDIMTQ+v9JKQNtGikFbJ12RFrJ/+8SoAOXGWpCAyDEyPr/lx3tuS+mUGGyugeFYw7SPlUSYAVnGWpCAyDEyPr/BWm/ClF8A1hR2q14rUoC/ISPDDWhARBiZP1PQpmxPQp/VdALOK1KArSgiqEmNABCjKx/G47Ih1lIfUr7OWyqJECxRZplrAkNgBAD678QyjP/I8AJpd2MTHUSoAKLjDWhARBiYP3P+LaAnAYeK223KuWgvXxCHWNNaACEGFj/B2Fdzlhy263ILPM2s00YUycBxnCAsSY0AEKMrP8bvso+da04mtJVY8OAQ50EeIR+xprQAAgxsv6HaiSgaE6cGFCMILNZpQR4J9n7GGxCAyDE0PqfXZuQd285XOOy/OPuO9USoB3DDDahARCyTfSfpWYCvMIdBpvQAAjZcfqPIAEacJfBJjQAQhLRAC7jCoNNaACEJKIBlMHELQEIDYCQRDQA4fJVmSCEBkBIohlAKiYYbUIDkOlr2r1wj7EnCWQA1fAw2oQGIMSvcyZ5kc1kPqNPEsYAHkdYVogwAXa2AVytADp3zZghzTH81H+iGEA2zjPahAbQ14+qUe+xOM+KW4w/9Z8gBjDYjR6Gm2yPBDgxsVzT1eRQUf9BbiHzcGBQ3M2UoP4TxABEJcYZbmLoBEhPV/bDGOxyKqWwzoxqYABn8HPg9LcIi+0S6n/7G0AN8hhuYugEgG+qWq73w985WQBIu1U3gOOwBcsiPsMrCoD6TxADKMV/GW6yDQygSUJvi/fYmArzVbUN4B7ag+fz6KUAqP9EMID6/LEU7GW4yTYwgHR0FivNnNPIVdsAToQsiT/ImXHUfyIYwJCnW3mm+qKYASeGN4BOvPG3J3B/y987dXFXGCU4GvHfKERT4PQ1likA6n/HG8BsJaRLNTU2oHKWESdGN4ByNPrbGTBt+XsvsRlbxH9jDpf8XwL8aLUeowCo/x1vANdR2KT0d8xYZcSJ0Q2gCr/7243/xwDEo91htMEV8d84fh5tyjzQtQKWSCcJYAAPYc6Qj278acJDhpwY3AAOBGdnPsBpFTpAm2g5CufrvNv3gRluk0r973wD+Ihp5TiP/ml8ZMiJgQ2g89zZiYdW13PfACAJt9U3AJGR6ntq1JDD8FP/O98ACpGtHGeLLMMoZMiJgQ3AT6W3kZzihDlZAwMQYmTsrufacQafqKz/Y1sQdwPohv+r3ymsRfFlGWEC6E32gnu9o1ACpryNUW8n/ZEK+idEL/1jCwwzAhDn8JYjAGL4IfDQ04l/ywaQdGBJDf0TEjcD6J6airsBBL4DEN+jAn8y5MTgBuBnUCX9E6KX/o/7GJOKWieGy568tVlLdXkXX02AH2BSZgGJZkj4gSEn28MA1NI/Ifrqf7TI7l9s2OgsehL/BFj1rQMQ8xJmGHFCAyBEQ/2vbtTdrNPnIzeClcCfP1+SsFEJlxAaAKH+NdB/AZoDpyNRFCnRLgGGPDblC4lK7gtMaACEaKp/C74ETl/CYogEqM8fG8uvP4hURpxolwBDW0ADIAlmAIVwB07dIdXH458Az2HOYsiJZglgyGnQhOhrAOuwDfvOntpQY6QESArWWSQkEQyAHR6iuwH0JMGeMpqcPPrejqTDRjKA67jDkBPNEmDfFsRR/18+JUn2ye9YA53oagCiyRno/pgWRRwTIISTjY0nhZjWZ0BCEjwB9GZL/Q9WS4D3H5JGGWaiq/73rChbcDn3f4hjAoQ60owFsMwsrqGfISc6GsDLkbjpPxfW3JHBU/lpsH1hnInO+i9bazoR3x5QkKw5CdaSkiJI+4ssQ4w50c0ABk0F8dL/PCy+Ze+OWnSy8DPZwSPgvzGAaVg93nd5eM6KAnA4TLROgKyHDdU+2mCPl/5T0eA/G8pU9pkhRDcDmL3sWfeI5zFtwn589NoDd9edpuRvS4AgjdYiv/4niqTgZkuEaJQAjtaQSUAdcTKAkxZr8I2dxQEGmuhoAHXyt8AVIu9oXtTJ0yVXbFCQ0uqKY0+ADVbwS+D0F7AcKNE6AR4D/TMWrL7qsOOtLtuubKH/DGQGzx/qY0OE+vdx2/vp3e41ADei3Xa6bMD32W+zKMeSkZgTYIOBjcc+o9BnYRpJ5AS4Kfc48vBEiEXLqi5vYgv9HwnZ+iKfK+CJjgbwO1DbI7wG0NcARDUPur4f1rbSkZ4cIYqPPWsth6vn2w3AiWAv7B0kqYdBJ5omQCFahGhRKiKmYCFOBlBsk8oC5x58ZqCJbgaQrpQA9RqAvCg4ql3YX8A8H9IcPo+UbzcAF4KZUAYLLjPoRNMEsOOwELO46D3Njl813Fas+M8+FOACA010M4B2rAUMoBkD0dxZgq6wdj5Kvt0AOjaW/95BIQuCEs1HAPJWjuYr3h8Oa7yq4c7OSShZlxNx9iZ6N4+0x/94PMzYE62qgV4NGMAelEd3Z/hD//oie6wJsMEDDNT7X24vLvJxKNE4AW5gt/dnmlN+kCmV6/Em/qr/n4/6ZlJUPrpViIIjYdfepSjV0fdycwyi0X4APwYM4An2Rndn+CPTERTEmAAhFFehTSmHMjuDqgwWBCUaJ8AyCkflp5/XhJhAZ1wM4A8Jvc+q7T4TmMwIu/Z8AFLa69YkIHer11oq9Uwv1FMY1H/MzCjfOSkG8B7/iebOV7gRKr2cc2j7dgMQT81weRYWPC6YR0QSshl1omUC1LcDE+KfKH9f3b31h6zWBpBtwVnvz0rl89/icYReG5pEp7xhU84ty0bZ9g13eKXMwjblDVIa1H+MjEvSA58BLEh4HM2dzeXov3zS3+i7cBPSuAoGIO5d8nWFLh0TYhceMOpE0wTYVyUvvb0hS+58sh5vYrP+a3FOiFETzBeX7ZCQ2hdyzY0Sf4WuCcl2dXNfyQVbq2d/GrDqoDao/xjZ7x12vsd5t7c3sSu6O3d7+x/lvYcO5F7cdV+uJ9cQ4xB4E1njn2dmVi7ID3/GUMuoE20TICe7R4hT1Wcm13Wphr5Z/w4nMsQeFw59kHOx1RWcDyQztfGYtW3zEGC2EB3KlLl8c4Tz7wj1/1ccvj14Aak22nKg42dCltF3LsSWAF8dZIQskCFkJ5aDXpKb+9Erd+IX8Ns+q/Ve8NoH2IJ9+zs4FP46yzjtH38vWq0ZFAf1Hytlc6tTSVfWF2O4tflsbWVFyZnK2u9aYh4Cf4VBszJJj5AdawD30C6yknwL4MfRIT5hOXitMWRm9Twqw1/HN4FboTbkHkL9G4uyTFMYFjgjvreNu4KRnW0Ap6yWd1dxVJnu5sY58QbXg9d64BwMnIf+d5k9IdcORjj/glD/m0l9U6zx//WSc/POq90R38vSiETbBDgdRhwMQFyBO9vX03cMYLdYw/2Na5kILrZPx3TYbcdCKmU92Tw6INR/hADmz/9j7+p6msrW8JpOhycFP9gHcUYrrbUI1FK+LOFDtAERCUjAEgPhI5BREBJiQiUEhCGpkjgK5AQTCQZOYGLQyMXJZAL+hHNhGhOuvFVjondj/AWzd/duoSPOYW323i3hfS50rZR3fz7vetZe613v+qzaWp42O7GxNjH67UtrM8egbOdDQCzAtzSBQA7Azf94bwp/Go7rcLQxZn2H+ja2sTUYewJXlE2RKj22OzFm66JNd869T+Ut99kAQkQO4r8qeKVQ4rFxVQceGJO6TDUnPZLvWO6qdIB/QpZDqKL3TtDPAa4qCM4IWH0dDwFgrSjy4QF7nQJbpZSedEuGlVk3hsPRn4sWlP7tOE3IbJKjN1rrtlkkQCD+7wi/tYxJC1Bqc7p5LdcASQBCgL24XtAsDDQGDfiR3jtBTweIYNlvTDP6Ff/b5kUH9DiApBzG3iNp62qEXh8cnyZKDwAv/r5T5BAEuIMDG29tQFE/kYP4rxongsUiBU2Pz3BZ5YikFLtMA0DyLGNVX2DrVecA/4SJmLBoAjmAfiiAszoeAsDY9f+J/afsk1Ws+rwdBTE/rfwkr/bt+CopyooHFimNS0ZQwBhxg/i/K1xO7hK/JR/ymNyWV2nVYVWup0grGrUWgA/EbYJBAlAFGJF1c1v+FzYBB0MpuRC+Cug8NbV9vp81OKQ8QZ9M4he48JnIQfzfHazjDr5JMBPCQ6ZdeCTXL+KY9gJQ7RRe0YsnGCEAGXbMxksAWMWERerpH9jxZgBWHyrlTKHFD9aQRuQg/u8Gh0vrpZkAHhOHnKnNCSV/7W87zCbNJQDMa8w2TQQSgAB8RtzEt/ifEXhwk2PZYxVcomxc/HWgV1pBTHnTif/q+/7LJ93SNFRDAVdnu1EereyM7GA0ssOGnU8ASqXOTfpGy78O0/snB9BTAHonjdmOnY//38TWjeQf0ToA4r9KdO+fAnYAACAASURBVC+smcLJN4d4AwmmUS91WCZQK9frdhiMzOcAp9HT2xCOduvMIQaQA2h9SFcEUjrD03tIAGoEW02kXMCXyJ1A/I/CF07kNn2H33Ldja6pElbTicdtYu0GNnOTaOgA6x67A7m1L1tNECjYmRxA60NuWQVmN4ZfGgkA827GC3kpbTrxX7UD1P++pM70ufjp4OwJ1QpwDXvFDlRQFweYBFaloam2aY8wShwgB9AWOVFU/seYm9BKAJ7ApcRtdyB7lshB/FeFtYB62/55+2b/qWdRHwfIx6RSysRR2viCHGCvQysBsNYhe0B0iKoyQfgvcYP4Hw8c3/jYcOxg8bGUewGdHMDsiU5wZRRjhEhADkACIGM2BUjqabTDfpWoQfxXh+bHwcR2gH8DzryoJaU9JwfQCme2wZ4SAJZR0CnFbt96Tswg/qv9jnQa3qnic4An8GNZKXdQXghyAM2AbbC3BEBEYeVzGv4n/u8Cw7iY0AJwEb5oIvTkneabI5AD8AuAf3JyzwkAgfi/OyxZmqqNvQs+B3hl86Av0PLyj5y8rPodBpoSyAH+P0pkDAme2tHewoXfHfaCBOQ/gaCrALDBMffVQL/iDQnoAJ8ghPMhwlSLfIoCIgfQFgGPs1IuXcj1LJAAEPaZALjdpsQeA013AJayltJJQDhNHCAH0BYhZEaK5zBDAkDYZwKQ8JNgz22APbT2JVu8PNohnhxAY2TjUvRbWEqvRgJA2FcCsBSDBHSAFMipgHBMNPyZSEAOoCls+BztavBlwyUB2AbW/nW9T1ExtVY62k3837Pgc4Aqj7PKj/GOp0vM2oSb1AiSAGgK9+Y+kB2o5zYvCQxMdVy9W2kmARCxcMsJuMpWdDxFyXB4RtC2ZiX+7wsByEEDq8NGuFyKCWoESQA0xUc4lG3Alhwo47PNutojKGOnwoFzeer5nzVaVvfmj8E9/nYyypSH4Xyg2znS/WLjb8oWH3tnBvFfI8zeDH4MspU8g+6CdyFYLRvCF6WLRgvBSAC0RbMJzuSA2Rx46YTpOJdpYafc9jts4f/zB9XyfyFfPtBqQqzpOv4kc2ikTYXhEWl3stpbFh2jNTIssGeKff+KP4E+4r82OJcrvrizLNOVmYgC8AE97ARc3VJ5DanUCJIAaIvK3EgERNIyl2FFO+x1BYPNYk8078zT2iL4mtXxf9GG4tTRgSNOnF2P+yNufusJP4tx7iGWOcAkxdFmjdvhr9Hn6t5BUJKOTSOyFS3xf3eYEAW7XhSADuBeAgrArNOTztzhmbqfu7DMCCQA2uKHNWkvGOSmcW4+/QyWuS3V3i4kq+L/ih/3wutb7hfjTbyfcHo0KDzEO8QyBn+homhAiz6Xl4TySPEorhH/NcBroLyZiQLQdh4wZNtFzkmwVjRkzYcJlYzGbmoESQC0R+GHyipuo3zEJuE8jfxt/85akBqDa/DLhZZTysjJpFJ/5BAuSTMLqTG/G1mvdgPu0Oohrx3w8tlPC8oMnVg3IVuX68sAViL1BjiNfz5xruvB/0Ph1S+iAEjzYW8SUAAKfWgYQgMz34C9ktpAEoBEgQ2xg/4VHue3uljfQKv0c3fuZv0dSqXsVzG/G1qfAI7kqLYv1/v60iHE9/nEua4H/+X8OmEBuITOBBQAdtgHDzx9RXAOUBNIApAwyEbsFkiDyN727zIy02LQDodcKA0LSCH8aZH6qNQby5tO2/q7oXUX2q1y/aMHjVz280C0ngKbLtdXDaxH6g2wGf984lzXg/829EcE4AcUJaIAsMJWpxQjkUJpz0kANHQAu/1A+N+t4LF/gdsVW9v5VtSp4f+FLSNHH/Awrs+3Bghs3p6by7YCuBwpr+q11KEIzyLFYxgj/mvSj/klIgALOJiQAsDY7J8IVTECCYCm6aCvsN2kQrlUhPabkUy6bdeHIYyo4f+s4IzqyLnNOc64oFcaYlEwDj/vy4ls3WcuQq0+FxiCrV8uLe7HxDB6CMAM3kUE4CU+JagAiF2jJmr+CJo6wNycFPNQGQOuA3wvAEXXfjpy8sZ3D6VAovPq+N+DAqVkbcdT7e7PunRzrp/P5D6E6GqgVOTyGT8DSsOxo+Z2oFcfApTYkBuOVJnyqFi2TfzfBiOCMCULwKKAJ4kqAHkOoZDaPxKAxFoKP9K45eOhaVEl/5/AckEuTcOkWfx8XqYU0Clcm+MxahM2u9U94Nwep8YHjBUEHp23QFm4qQNyPIA75aF4itxm4r8mSBNf20t0dbwQ8J0hd6EqF8qMln0jAjnAV/3lU2ra3kst5d6z+Y3e8tTLqvlvvQXXXbHjvTIPYVGr2zF7gaSjbhuEaR6zYrhKIt/cmOY855IlIoZe/ZI2HlYWKhyYJf5rg6ygQ0lnUv7KkLtQJQBDOETtHwmAHg5wPbjO2C9u2GfM8eH/7AzgP1sswPZeq3N098EZdmqbEB1g2glGgYNS7Il1wAYHdxO7UiefM9im5/O7XtvuvXGB+K8dCh+HJk19H5cNugtVAjAIVwYjkABofsx5oJ/VuKWWazIrPvzvfj8mnt3x5oRm59iAAP9qS7BPAHJ5MhzdkoaN3s3Xi9ejJqPb/fHk4ICZiLr3voANhLp0uPn7MPUHQX8HeADkm9lT+OYWXXgfN/5XfR7UctjkCjATHiOf8wFDHIbVIWUUx/4r0W1fCYC6MVDjBODkDjOtEMgBeNCAt1Yp6L2DsSkMJy7/uVAjoF0J57lsx22uduDHdvGrwflmkNi2XwQg7mOgO8Kj/Rj2RdDdAbrCEYvZOMFYujEUM0AA7gDR6J86dHFal/ReyPuLvfN9iWLf4/hk1ps10yaza9fcbVt1T+m6tRqp+QM9WuEm+QMpUlEs8wgiaBKanQNm0E2vhBeM5BgqYVEP4iDe/oQexBLcR+fp8RDUs6K/4Lq/1C3dHHf2OzvO+/VkvyM2ucz7Pe/vfGfm86HWDBMAMbAGuhUyToCTEhpAdQPYvLs87usGHA/bDgmAVMird8ymxHQ6JjoNgBhZA/0xr9gMgAZQ3wBOzHrvmfauDC8onivH8BXAXHDsYQ966j8MulkDfYhOKoAGUHuXNUiR0gsw7hNmwQ4JgKdAQeBqftaCWgqH+t8U3ayBPrXJ3ZQADaAyg5DTamHrlo4WWhQ9LxPLASANAxd9j/Ent2Gt6z2h/r9DP2ugE4peaSE0wJbwdrLFH961cjirdkoAjEOGfbm+xeMAGlhGkfrfHP2sgR7cYrldQgMooSep19vaa6r8qpiOvCICILsz8CawxSHmsoboVf/6WQPtlm1PqQEaIEp0iPoSIgJAqjwC2N2HrfD2GCPU/6boaA00EUPUAA2gd4QEgFQystd7BZDfRdVQ/2HRzxpoaaBJJqEB1GSya+TjiLQg6uWnBEHPZWZX9AyVUTPU/4/QzRroTdhZEI4GUJtz3q7s+VLmicydFQCE+lfC9tZAz/b3jLfU36uIF2EAJyooAhpAXX4DZPdKALQAowwAYtgA2M5FZn2nHCgeKCeey4u6AUaRQhHQAKryHihu9HbEu1YKJDMAiPECoDqht7X5a6ni16xOt/rP/Vaz79PZF20DfMAZioAGUJUkTEiBntgf8ScDgBgtAPYUB2bx1illt8FKmmGpOdXXmCFJeSefXXShvDHKBsg2sSAcDaAubnwIBkA1WhkAxGABkD4BmL6OLBbbgSJF//I5TOs7Tt9s22LF/ggMcBUjVAENoCZmdAcDYA9cDABisACoB5Z9VUMmlxR2gXOiPmQ7C85oG+AR14BoAHWx49dgAPyO/QwAYrAAqIEnOPRgTNncKXQ9psRhi7YBMuy4QBnQACoygeVgALzBJwYAMVgAxCErOPwJJmVzp5mQ7T7Yo26AIryhDGgAFRmU5XF/AMzImGYAEIMFgBWpweG8smqgL3GrZP3s/OoWi7VFYoAKtKVTBzSAiqQAw2/Q1vJSxi4hX4IBQGJI/8Nr8/gsZSvs1S40dwWLR1y7fhvyYNQNkJ7Dd8FoAFXJHrEGXmUpfscAIEbT/wB+CdRXyLit8D2r3TLgako7dOzGrrGGFQeVCjBAgsJHlQgN8CNOT3nux/3ycU7Ql2AAkBjSf3sNen0lo8o8yFFYDGjwMtaomxFhgAs4kU0h0AA6hgFAYkL/r/wk2eCo6+2tcwCf7yrdR/WV4oJ85+WC4gObP53TXn8ghKYt3izemP14RCHQANFByNyCAUBiQv/YgGj81e+/+18ied9mhDWhaQC1yDj6OHVtq2poLwOAGEb/RRsQjb+6/W5KCM0RXQEcRW4HlUADqEDVkreI1XC/JL0YbcrPscvRmQAxAIhOroC3T35+pSgD5LMvGA2gBumdgRpYLx7ZonkFzAAgOz4AgAVRBjggpmYj2ekG6AFySqcHCtDshmtXwlThlXsLIr4EA4DEUAD03V3+vGtp4IHyCVTGOoDj3g8RBpiXXZOUAg0QMfvQ6hVSugc43C3wSzAASMwEwHR+8OL3stLu0ZnbvYccqQE60UMp0AAR48Qp3+ccAgMGADFWAJz1eM/aDveRNu9nmrKW8ONaBcBd3KIUaICIMcNfzXwPMMcAIMYLgI4mwJR59NrKsHLABDQpawjzLytM5/7hBzjo/RBigHcu+Ti1QANECvAlOKhmABDjBcAocGO1mXv8ISBT2b8/mQj7TNBDC+IM8JltYWgANQKgmgFAjBsAd8yYWF9a8y32Ktx99ogDTyaFB8B1xGVQDDQAA4BQ/9un9JsmvpV25TPrucNwV4gOgHT3Wg8DQgMwAAj1r5yCb4t/FqJA8U4mX8HxxzWxAbASXS8pBhqAAUCo/+0T901HL6lrWzUapvdiuE9sAHRbzJVUAw3AACDU/7Yxoz/0B8mwbGc/C2OwiQ0AqUbp/WpCA3wfAA25PlYHubkMAGKYADDhmw5eH3BiWztqv2IWHABDOMPOkDRApAEgphouA4DEZADUoSX0By24vM1dlQ0Odog0QHYcO0PSABFSuAEMAGKYAFjGpfaQiXwzlvRigEL8RTnQALqEAUBiQv8VwOL67UWImVarYYBU2fpf6oEGiAkqhxaL6iuyReqfUP+Rsw+Odc8BzTiwTz8zoDEcpB5oAC1JSkr2XTjX5/qrKfYzAIiu9D9fjkBDeEkq6wXsd/QTAPdwhHqgAbQE/s5Ex1ZO/rnDdkDezQAgutL/lzjA4axJSKhxOoDyZDHfQhUDVNnxOwVBA2geABUymi54Z1D7YOoWp39C/atA41dH8AE4+ZOod6vUMcAI0igIGkDzAEhCnb+IbsYlHFNH/2dnU6/xWBMh+k/9d22by9VWW/pA2LdQJwAqbY5UKoIG0DoA6vA6sD2EMRX0nz6dKAMNxQ94tElM61/jAJBeYZSKoAG0DgAXyoJzKeyNXP/nPYC1NQewse0dYQCE4abcwCdBaQCtA+AM3ge2y1QIgPQ0mE5VSdKdV3B08XgTBsDmjGGAkqABNA6AQ6sqHMeliPX/GqY+/2gRcSU84IQBsClDyGFfGBpAwwCou3pl6JGl3F8GqywOv238i9U/h7ArjP4LVl9vSW/GMx5wwgDYlHa3/0FsQgNoEwABvF004hNyYYrf8Pdm5W9Lzlk32+VTh/lpcHwOSTzghAGwOQNbfOyC0ABR4OhMy8fanJWz+/2Vjf6V0/p/Nv69yU+1IeRsXnT3Adyr4w9UN2EAhGMyd/UGHKEBtKFjduhvbwDEHZqPXP+nUb46nsEEDzhhAIRhFMUUBQ0QC7Srov/2E+hbE3cKDzhhAIThjsN8mqqgAXaO/m+svt9+3Con84ATBkA4LmKZqqABNKdwUSX9zzcgwfdo251WXOTxJgyAsMzKNt8lQPo7ioMG0A5FvVTD6n/IgvuZWQ+LrLh/lsebMADCk4ZRKe9uswW22t3sEkwD6D4ApA9uf23GP3n+JwyALVwCzLWu2MXbk+NWPBVCA+g9AKS810/2eaZe8GATBsCP8aAB5U4LzPtzUdBBidAAeg8AQhgAW+YLYAtcAdhQSonQAAwAQv0bJgDmV878+x9WSe8O2gFTNjVCA2hA4i0GAGEAaGCAcSDQGGYhB6igRmgAQ+mfUP+GNkARZBT6h4+Bv6kRGoABQKh/oxigBm7ZGuhm3IBFaoQGYAAQ6t8oBuiF+y0SfMN2Fw5QIzQAA4BQ/0YxQArwP9nsuwtwCthNjdAADABC/RvFAD1AW6+vbMp1K3CTGqEBGACE+jeKAeJtgMsi9/z0lwNwUiI0AAOAUP/GMcBzWP0t9ywW9FAiNAADgFD/xjFAXhNs+RbkXHbgCRVCAzAACPVvJAOcL/ZfAZhH2qkQGoABQKh/Yxng1+VOM26fpD5oAAYAof5Fcra/Z7yl/l5FvLYG6ELuP6kPGoABQKh/YWTXd/qXXwA58VyelgaoxRL1QQMwAAj1L4rTrf5zv9Xs+3T2aWiAaoflAgVCAzAACPUvhpJmWGpO9TVmSFLeyWcXXShv1NAAS7iUQYXQAAwAQv0L4TlMj9dt3mwL1OTRxgDnczBAhdAADABC/QvBifqQ7awtvokbJQNkoWGeEqEBGACE+heBGaGL/iUOm6YGSMNbSoQGYAAQ6l8EdsyEbPfB/n/2zu2nibQB4wNl+wQPX5lyEMS2lnKqUAoFg0C14SASXIItIRAKgWALmhAShBBYdBPwSxTQbNhEsoQalxjcwIXZGLJ/wndhyCZcebtrTPzuTPwLdnoAqS546pSReX6J9h2lgL7PM7+ZMp33QAtwvRizzAgLQAEQ5j8OrGHUuWvT0Inmgy3ATbieMyQsAAVAmH/5ueiAd7AhstF1dRzixMEWoM+PKoaEBaAACPMfBzQi4GjPTDvtS5jzADh/0AUYMImLTAkLQAEQ5j8OTLTiHVcCB1+AafTyRSAWgAIgzH9cuNhRXVFub62oTtnnfbhdSVFUyVeAfD8yGRMWgAIgzL9SWCnGe3hk+1rpHrxkTlgACoAw/wqhLEMbhRHF8n2xuzDfYVBYAAqAMP/yH9wvPbi5sxB7Tne3AgrQhAreE4gFoAAI8y8z+Q9swZuBZlaGNwsBBRTgeS+eMSksAAVAmH95yZT2/r1moPWkggQgXBVNvzIqLAAFQJh/OckDfElCfqkZa0oSgJCKxOvMCgtAARDmX0aasRl6XLThhJIEkD8Hfz/DwgJQAIT5lw87lrcPuTNKFCQA4WQRXjMsLAAFQJh/+TCiLjxYcKFbSQIQLjkwz7SwAHGg8sbQfLd7pjaJAiAqy78L2+/+fYziVSUJQJiBaZlxYQFkJt/tFyPvbRSP1ZRQAERN+R/Fm+zIcByjBiUJQKiCq4x5YQFkpawnvO83G0OP9hEKgKgo/y+BvxbCwxwP3jxUkgC62uF3MjAsgIw4vTA1l460GQSh5MzjJgdcbRQAUY8Asq8BFm9NaDxrRGKLggQg1BWhOZ+JYQHk4wmSd998fKAXRygAoh4BCM51G+ALjydCd3xTUAHuFKA6m5FhAWTDDnfUdh7sFABRkQAEYWXs9N3IcOFmRYGSBCDcMmOakWEBZMOI6Bf9nTYLBUBUJYD3eKioAgyaMMbMsAByUYDoJZBGUEABEDULQFBWAWZE8SlDwwLIxBpGd19nYOhEMwVAKADlFOA8LHlMDQsgDxcd8A42RDa6ro5DnKAACAWgoAJswBhgbFgAedCIgKM9M+20L2HOA+C84vJPmH9VCyBbMsAsc8MCyMNE6651Tq8ElJd/wvyrWgDBi7VNT3+uyV2qY3pYgNhzsaO6otzeWlGdckmZ+SfMv6oFIDyI3KvlPtcIYAFUmH/C/Ku5ANnDod2/9MszwACxABQAYf5VVIANQAvxx1M+EcULTBALQAEQ5l81BSgTMZdfasJ6V6GIaiaIBaAACPOvmgL44GgQhEIPWip9sDBBLMABUJIURRUFQCiA+GBHZvDhTxeuPAIuMEIsQNzJK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" width="768" /></p> <p>Confidence intervals for the parameter estimates are obtained using the <code>mkinparplot</code> function.</p> <pre class="r"><code>mkinparplot(fit)</code></pre> -<p><img src="data:image/png;base64,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" width="768" /></p> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<p><img 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width="768" /></p> <p>A comprehensive report of the results is obtained using the <code>summary</code> method for <code>mkinfit</code> objects.</p> <pre class="r"><code>summary(fit)</code></pre> -<pre><code>## mkin version used for fitting: 1.2.4 -## R version used for fitting: 4.3.0 -## Date of fit: Thu May 18 11:39:03 2023 -## Date of summary: Thu May 18 11:39:03 2023 +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<pre><code>## mkin version used for fitting: 0.9.49.8 +## R version used for fitting: 4.4.2 +## Date of fit: Sun Feb 16 14:25:34 2025 +## Date of summary: Sun Feb 16 14:25:35 2025 ## ## Equations: -## d_parent/dt = - k_parent * parent -## d_m1/dt = + f_parent_to_m1 * k_parent * parent - k_m1 * m1 +## d_parent/dt = - k_parent_sink * parent - k_parent_m1 * parent +## d_m1/dt = + k_parent_m1 * parent - k_m1_sink * m1 ## -## Model predictions using solution type analytical +## Model predictions using solution type deSolve ## -## Fitted using 401 model solutions performed in 0.053 s +## Fitted using 389 model solutions performed in 0.398 s ## ## Error model: Constant variance ## ## Error model algorithm: OLS ## ## Starting values for parameters to be optimised: -## value type -## parent_0 100.7500 state -## k_parent 0.1000 deparm -## k_m1 0.1001 deparm -## f_parent_to_m1 0.5000 deparm +## value type +## parent_0 100.7500 state +## k_parent_sink 0.1000 deparm +## k_parent_m1 0.1001 deparm +## k_m1_sink 0.1002 deparm ## ## Starting values for the transformed parameters actually optimised: -## value lower upper -## parent_0 100.750000 -Inf Inf -## log_k_parent -2.302585 -Inf Inf -## log_k_m1 -2.301586 -Inf Inf -## f_parent_qlogis 0.000000 -Inf Inf +## value lower upper +## parent_0 100.750000 -Inf Inf +## log_k_parent_sink -2.302585 -Inf Inf +## log_k_parent_m1 -2.301586 -Inf Inf +## log_k_m1_sink -2.300587 -Inf Inf ## ## Fixed parameter values: ## value type ## m1_0 0 state ## -## -## Warning(s): -## Observations with value of zero were removed from the data -## -## Results: -## -## AIC BIC logLik -## 204.4486 212.6365 -97.22429 -## ## Optimised, transformed parameters with symmetric confidence intervals: -## Estimate Std. Error Lower Upper -## parent_0 99.60000 1.57000 96.4000 102.8000 -## log_k_parent -2.31600 0.04087 -2.3990 -2.2330 -## log_k_m1 -5.24700 0.13320 -5.5180 -4.9770 -## f_parent_qlogis 0.05792 0.08926 -0.1237 0.2395 -## sigma 3.12600 0.35850 2.3960 3.8550 +## Estimate Std. Error Lower Upper +## parent_0 99.600 1.57000 96.400 102.800 +## log_k_parent_sink -3.038 0.07626 -3.193 -2.883 +## log_k_parent_m1 -2.980 0.04033 -3.062 -2.898 +## log_k_m1_sink -5.248 0.13320 -5.518 -4.977 +## sigma 3.126 0.35850 2.396 3.855 ## ## Parameter correlation: -## parent_0 log_k_parent log_k_m1 f_parent_qlogis sigma -## parent_0 1.000e+00 5.174e-01 -1.688e-01 -5.471e-01 -1.172e-06 -## log_k_parent 5.174e-01 1.000e+00 -3.263e-01 -5.426e-01 -8.483e-07 -## log_k_m1 -1.688e-01 -3.263e-01 1.000e+00 7.478e-01 8.205e-07 -## f_parent_qlogis -5.471e-01 -5.426e-01 7.478e-01 1.000e+00 1.305e-06 -## sigma -1.172e-06 -8.483e-07 8.205e-07 1.305e-06 1.000e+00 +## parent_0 log_k_parent_sink log_k_parent_m1 log_k_m1_sink +## parent_0 1.000e+00 6.067e-01 -6.372e-02 -1.688e-01 +## log_k_parent_sink 6.067e-01 1.000e+00 -8.550e-02 -6.252e-01 +## log_k_parent_m1 -6.372e-02 -8.550e-02 1.000e+00 4.731e-01 +## log_k_m1_sink -1.688e-01 -6.252e-01 4.731e-01 1.000e+00 +## sigma 5.940e-10 5.021e-10 2.938e-08 2.342e-10 +## sigma +## parent_0 5.940e-10 +## log_k_parent_sink 5.021e-10 +## log_k_parent_m1 2.938e-08 +## log_k_m1_sink 2.342e-10 +## sigma 1.000e+00 ## ## Backtransformed parameters: ## Confidence intervals for internally transformed parameters are asymmetric. ## t-test (unrealistically) based on the assumption of normal distribution ## for estimators of untransformed parameters. -## Estimate t value Pr(>t) Lower Upper -## parent_0 99.600000 63.430 2.298e-36 96.400000 1.028e+02 -## k_parent 0.098700 24.470 4.955e-23 0.090820 1.073e-01 -## k_m1 0.005261 7.510 6.165e-09 0.004012 6.898e-03 -## f_parent_to_m1 0.514500 23.070 3.104e-22 0.469100 5.596e-01 -## sigma 3.126000 8.718 2.235e-10 2.396000 3.855e+00 +## Estimate t value Pr(>t) Lower Upper +## parent_0 99.600000 63.430 2.298e-36 96.400000 1.028e+02 +## k_parent_sink 0.047920 13.110 6.126e-15 0.041030 5.596e-02 +## k_parent_m1 0.050780 24.800 3.269e-23 0.046780 5.512e-02 +## k_m1_sink 0.005261 7.510 6.165e-09 0.004012 6.898e-03 +## sigma 3.126000 8.718 2.235e-10 2.396000 3.855e+00 ## ## FOCUS Chi2 error levels in percent: ## err.min n.optim df ## All data 6.398 4 15 -## parent 6.459 2 7 -## m1 4.690 2 8 +## parent 6.827 3 6 +## m1 4.490 1 9 ## ## Resulting formation fractions: ## ff -## parent_m1 0.5145 ## parent_sink 0.4855 +## parent_m1 0.5145 +## m1_sink 1.0000 ## ## Estimated disappearance times: ## DT50 DT90 @@ -542,12 +548,12 @@ the <code>mkinparplot</code> function.</p> ## 0 parent 102.04 99.59848 2.442e+00 ## 1 parent 93.50 90.23787 3.262e+00 ## 1 parent 92.50 90.23787 2.262e+00 -## 3 parent 63.23 74.07319 -1.084e+01 -## 3 parent 68.99 74.07319 -5.083e+00 +## 3 parent 63.23 74.07320 -1.084e+01 +## 3 parent 68.99 74.07320 -5.083e+00 ## 7 parent 52.32 49.91207 2.408e+00 ## 7 parent 55.13 49.91207 5.218e+00 -## 14 parent 27.27 25.01258 2.257e+00 -## 14 parent 26.64 25.01258 1.627e+00 +## 14 parent 27.27 25.01257 2.257e+00 +## 14 parent 26.64 25.01257 1.627e+00 ## 21 parent 11.50 12.53462 -1.035e+00 ## 21 parent 11.64 12.53462 -8.946e-01 ## 35 parent 2.85 3.14787 -2.979e-01 @@ -562,18 +568,18 @@ the <code>mkinparplot</code> function.</p> ## 3 m1 12.96 13.02400 -6.400e-02 ## 7 m1 22.97 25.04476 -2.075e+00 ## 7 m1 24.47 25.04476 -5.748e-01 -## 14 m1 41.69 36.69003 5.000e+00 -## 14 m1 33.21 36.69003 -3.480e+00 +## 14 m1 41.69 36.69002 5.000e+00 +## 14 m1 33.21 36.69002 -3.480e+00 ## 21 m1 44.37 41.65310 2.717e+00 ## 21 m1 46.44 41.65310 4.787e+00 -## 35 m1 41.22 43.31313 -2.093e+00 -## 35 m1 37.95 43.31313 -5.363e+00 -## 50 m1 41.19 41.21832 -2.832e-02 -## 50 m1 40.01 41.21832 -1.208e+00 -## 75 m1 40.09 36.44704 3.643e+00 -## 75 m1 33.85 36.44704 -2.597e+00 -## 100 m1 31.04 31.98162 -9.416e-01 -## 100 m1 33.13 31.98162 1.148e+00 +## 35 m1 41.22 43.31312 -2.093e+00 +## 35 m1 37.95 43.31312 -5.363e+00 +## 50 m1 41.19 41.21831 -2.831e-02 +## 50 m1 40.01 41.21831 -1.208e+00 +## 75 m1 40.09 36.44703 3.643e+00 +## 75 m1 33.85 36.44703 -2.597e+00 +## 100 m1 31.04 31.98163 -9.416e-01 +## 100 m1 33.13 31.98163 1.148e+00 ## 120 m1 25.15 28.78984 -3.640e+00 ## 120 m1 33.31 28.78984 4.520e+00</code></pre> diff --git a/vignettes/FOCUS_L.html b/vignettes/FOCUS_L.html index bd1fa16e..2b970d1b 100644 --- a/vignettes/FOCUS_L.html +++ b/vignettes/FOCUS_L.html @@ -364,7 +364,7 @@ code > span.er { color: #a61717; background-color: #e3d2d2; } <h1 class="title toc-ignore">Example evaluation of FOCUS Laboratory Data L1 to L3</h1> <h4 class="author">Johannes Ranke</h4> -<h4 class="date">Last change 18 May 2023 (rebuilt 2023-05-18)</h4> +<h4 class="date">Last change 18 May 2023 (rebuilt 2025-02-16)</h4> <div id="TOC"> @@ -408,66 +408,67 @@ model fit. This covers the numerical analysis given in the FOCUS report.</p> <div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a>m.L1.SFO <span class="ot"><-</span> <span class="fu">mkinfit</span>(<span class="st">"SFO"</span>, FOCUS_2006_L1_mkin, <span class="at">quiet =</span> <span class="cn">TRUE</span>)</span> <span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(m.L1.SFO)</span></code></pre></div> -<pre><code>## mkin version used for fitting: 1.2.4 -## R version used for fitting: 4.3.0 -## Date of fit: Thu May 18 11:38:11 2023 -## Date of summary: Thu May 18 11:38:11 2023 +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<pre><code>## mkin version used for fitting: 0.9.49.8 +## R version used for fitting: 4.4.2 +## Date of fit: Sun Feb 16 14:25:37 2025 +## Date of summary: Sun Feb 16 14:25:37 2025 ## ## Equations: -## d_parent/dt = - k_parent * parent +## d_parent/dt = - k_parent_sink * parent ## ## Model predictions using solution type analytical ## -## Fitted using 133 model solutions performed in 0.011 s +## Fitted using 133 model solutions performed in 0.106 s ## ## Error model: Constant variance ## ## Error model algorithm: OLS ## ## Starting values for parameters to be optimised: -## value type -## parent_0 89.85 state -## k_parent 0.10 deparm +## value type +## parent_0 89.85 state +## k_parent_sink 0.10 deparm ## ## Starting values for the transformed parameters actually optimised: -## value lower upper -## parent_0 89.850000 -Inf Inf -## log_k_parent -2.302585 -Inf Inf +## value lower upper +## parent_0 89.850000 -Inf Inf +## log_k_parent_sink -2.302585 -Inf Inf ## ## Fixed parameter values: ## None ## -## Results: -## -## AIC BIC logLik -## 93.88778 96.5589 -43.94389 -## ## Optimised, transformed parameters with symmetric confidence intervals: -## Estimate Std. Error Lower Upper -## parent_0 92.470 1.28200 89.740 95.200 -## log_k_parent -2.347 0.03763 -2.428 -2.267 -## sigma 2.780 0.46330 1.792 3.767 +## Estimate Std. Error Lower Upper +## parent_0 92.470 1.28200 89.740 95.200 +## log_k_parent_sink -2.347 0.03763 -2.428 -2.267 +## sigma 2.780 0.46330 1.792 3.767 ## ## Parameter correlation: -## parent_0 log_k_parent sigma -## parent_0 1.000e+00 6.186e-01 -1.516e-09 -## log_k_parent 6.186e-01 1.000e+00 -3.124e-09 -## sigma -1.516e-09 -3.124e-09 1.000e+00 +## parent_0 log_k_parent_sink sigma +## parent_0 1.000e+00 6.186e-01 -1.516e-09 +## log_k_parent_sink 6.186e-01 1.000e+00 -3.124e-09 +## sigma -1.516e-09 -3.124e-09 1.000e+00 ## ## Backtransformed parameters: ## Confidence intervals for internally transformed parameters are asymmetric. ## t-test (unrealistically) based on the assumption of normal distribution ## for estimators of untransformed parameters. -## Estimate t value Pr(>t) Lower Upper -## parent_0 92.47000 72.13 8.824e-21 89.74000 95.2000 -## k_parent 0.09561 26.57 2.487e-14 0.08824 0.1036 -## sigma 2.78000 6.00 1.216e-05 1.79200 3.7670 +## Estimate t value Pr(>t) Lower Upper +## parent_0 92.47000 72.13 8.824e-21 89.74000 95.2000 +## k_parent_sink 0.09561 26.57 2.487e-14 0.08824 0.1036 +## sigma 2.78000 6.00 1.216e-05 1.79200 3.7670 ## ## FOCUS Chi2 error levels in percent: ## err.min n.optim df ## All data 3.424 2 7 ## parent 3.424 2 7 ## +## Resulting formation fractions: +## ff +## parent_sink 1 +## ## Estimated disappearance times: ## DT50 DT90 ## parent 7.249 24.08 @@ -494,34 +495,44 @@ report.</p> ## 30 parent 4.0 5.251 -1.2513</code></pre> <p>A plot of the fit is obtained with the plot function for mkinfit objects.</p> -<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(m.L1.SFO, <span class="at">show_errmin =</span> <span class="cn">TRUE</span>, <span class="at">main =</span> <span class="st">"FOCUS L1 - SFO"</span>)</span></code></pre></div> -<p><img 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" /><!-- --></p> +<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(m.L1.SFO, <span class="at">show_errmin =</span> <span class="cn">TRUE</span>, <span class="at">main =</span> <span class="st">"FOCUS L1 - SFO"</span>)</span></code></pre></div> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<p><img 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" /><!-- --></p> <p>The residual plot can be easily obtained by</p> -<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="fu">mkinresplot</span>(m.L1.SFO, <span class="at">ylab =</span> <span class="st">"Observed"</span>, <span class="at">xlab =</span> <span class="st">"Time"</span>)</span></code></pre></div> -<p><img src="data:image/png;base64,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" /><!-- --></p> +<div class="sourceCode" id="cb7"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="fu">mkinresplot</span>(m.L1.SFO, <span class="at">ylab =</span> <span class="st">"Observed"</span>, <span class="at">xlab =</span> <span class="st">"Time"</span>)</span></code></pre></div> +<p><img src="data:image/png;base64,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" /><!-- --></p> <p>For comparison, the FOMC model is fitted as well, and the <span class="math inline"><em>χ</em><sup>2</sup></span> error level is checked.</p> -<div class="sourceCode" id="cb6"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a>m.L1.FOMC <span class="ot"><-</span> <span class="fu">mkinfit</span>(<span class="st">"FOMC"</span>, FOCUS_2006_L1_mkin, <span class="at">quiet=</span><span class="cn">TRUE</span>)</span></code></pre></div> +<div class="sourceCode" id="cb8"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a>m.L1.FOMC <span class="ot"><-</span> <span class="fu">mkinfit</span>(<span class="st">"FOMC"</span>, FOCUS_2006_L1_mkin, <span class="at">quiet=</span><span class="cn">TRUE</span>)</span></code></pre></div> <pre><code>## Warning in mkinfit("FOMC", FOCUS_2006_L1_mkin, quiet = TRUE): Optimisation did not converge: ## false convergence (8)</code></pre> -<div class="sourceCode" id="cb8"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(m.L1.FOMC, <span class="at">show_errmin =</span> <span class="cn">TRUE</span>, <span class="at">main =</span> <span class="st">"FOCUS L1 - FOMC"</span>)</span></code></pre></div> -<p><img src="data:image/png;base64,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" /><!-- --></p> -<div class="sourceCode" id="cb9"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(m.L1.FOMC, <span class="at">data =</span> <span class="cn">FALSE</span>)</span></code></pre></div> +<div class="sourceCode" id="cb10"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(m.L1.FOMC, <span class="at">show_errmin =</span> <span class="cn">TRUE</span>, <span class="at">main =</span> <span class="st">"FOCUS L1 - FOMC"</span>)</span></code></pre></div> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<p><img 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" /><!-- --></p> +<div class="sourceCode" id="cb12"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb12-1"><a href="#cb12-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(m.L1.FOMC, <span class="at">data =</span> <span class="cn">FALSE</span>)</span></code></pre></div> <pre><code>## Warning in sqrt(diag(covar)): NaNs produced</code></pre> -<pre><code>## Warning in sqrt(1/diag(V)): NaNs produced</code></pre> -<pre><code>## Warning in cov2cor(ans$covar): diag(.) had 0 or NA entries; non-finite result -## is doubtful</code></pre> -<pre><code>## mkin version used for fitting: 1.2.4 -## R version used for fitting: 4.3.0 -## Date of fit: Thu May 18 11:38:11 2023 -## Date of summary: Thu May 18 11:38:11 2023 +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<pre><code>## Warning in cov2cor(ans$covar): diag(V) had non-positive or NA entries; the +## non-finite result may be dubious</code></pre> +<pre><code>## mkin version used for fitting: 0.9.49.8 +## R version used for fitting: 4.4.2 +## Date of fit: Sun Feb 16 14:25:37 2025 +## Date of summary: Sun Feb 16 14:25:37 2025 +## +## +## Warning: Optimisation did not converge: +## false convergence (8) +## ## ## Equations: ## d_parent/dt = - (alpha/beta) * 1/((time/beta) + 1) * parent ## ## Model predictions using solution type analytical ## -## Fitted using 369 model solutions performed in 0.025 s +## Fitted using 342 model solutions performed in 0.242 s ## ## Error model: Constant variance ## @@ -542,29 +553,19 @@ checked.</p> ## Fixed parameter values: ## None ## -## -## Warning(s): -## Optimisation did not converge: -## false convergence (8) -## -## Results: -## -## AIC BIC logLik -## 95.88781 99.44929 -43.9439 -## ## Optimised, transformed parameters with symmetric confidence intervals: ## Estimate Std. Error Lower Upper ## parent_0 92.47 1.2820 89.720 95.220 -## log_alpha 13.78 NaN NaN NaN -## log_beta 16.13 NaN NaN NaN -## sigma 2.78 0.4598 1.794 3.766 +## log_alpha 13.20 NaN NaN NaN +## log_beta 15.54 NaN NaN NaN +## sigma 2.78 0.4607 1.792 3.768 ## ## Parameter correlation: -## parent_0 log_alpha log_beta sigma -## parent_0 1.0000000 NaN NaN 0.0001671 -## log_alpha NaN 1 NaN NaN -## log_beta NaN NaN 1 NaN -## sigma 0.0001671 NaN NaN 1.0000000 +## parent_0 log_alpha log_beta sigma +## parent_0 1.000000 NaN NaN 0.000603 +## log_alpha NaN 1 NaN NaN +## log_beta NaN NaN 1 NaN +## sigma 0.000603 NaN NaN 1.000000 ## ## Backtransformed parameters: ## Confidence intervals for internally transformed parameters are asymmetric. @@ -572,9 +573,9 @@ checked.</p> ## for estimators of untransformed parameters. ## Estimate t value Pr(>t) Lower Upper ## parent_0 9.247e+01 NA NA 89.720 95.220 -## alpha 9.658e+05 NA NA NA NA -## beta 1.010e+07 NA NA NA NA -## sigma 2.780e+00 NA NA 1.794 3.766 +## alpha 5.386e+05 NA NA NA NA +## beta 5.633e+06 NA NA NA NA +## sigma 2.780e+00 NA NA 1.792 3.768 ## ## FOCUS Chi2 error levels in percent: ## err.min n.optim df @@ -582,8 +583,8 @@ checked.</p> ## parent 3.619 3 6 ## ## Estimated disappearance times: -## DT50 DT90 DT50back -## parent 7.25 24.08 7.25</code></pre> +## DT50 DT90 DT50back +## parent 7.249 24.08 7.249</code></pre> <p>We get a warning that the default optimisation algorithm <code>Port</code> did not converge, which is an indication that the model is overparameterised, <em>i.e.</em> contains too many parameters @@ -618,21 +619,23 @@ sponsored by the German Umweltbundesamt <span class="citation">(Ranke <h1>Laboratory Data L2</h1> <p>The following code defines example dataset L2 from the FOCUS kinetics report, p. 287:</p> -<div class="sourceCode" id="cb14"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb14-1"><a href="#cb14-1" aria-hidden="true" tabindex="-1"></a>FOCUS_2006_L2 <span class="ot">=</span> <span class="fu">data.frame</span>(</span> -<span id="cb14-2"><a href="#cb14-2" aria-hidden="true" tabindex="-1"></a> <span class="at">t =</span> <span class="fu">rep</span>(<span class="fu">c</span>(<span class="dv">0</span>, <span class="dv">1</span>, <span class="dv">3</span>, <span class="dv">7</span>, <span class="dv">14</span>, <span class="dv">28</span>), <span class="at">each =</span> <span class="dv">2</span>),</span> -<span id="cb14-3"><a href="#cb14-3" aria-hidden="true" tabindex="-1"></a> <span class="at">parent =</span> <span class="fu">c</span>(<span class="fl">96.1</span>, <span class="fl">91.8</span>, <span class="fl">41.4</span>, <span class="fl">38.7</span>,</span> -<span id="cb14-4"><a href="#cb14-4" aria-hidden="true" tabindex="-1"></a> <span class="fl">19.3</span>, <span class="fl">22.3</span>, <span class="fl">4.6</span>, <span class="fl">4.6</span>,</span> -<span id="cb14-5"><a href="#cb14-5" aria-hidden="true" tabindex="-1"></a> <span class="fl">2.6</span>, <span class="fl">1.2</span>, <span class="fl">0.3</span>, <span class="fl">0.6</span>))</span> -<span id="cb14-6"><a href="#cb14-6" aria-hidden="true" tabindex="-1"></a>FOCUS_2006_L2_mkin <span class="ot"><-</span> <span class="fu">mkin_wide_to_long</span>(FOCUS_2006_L2)</span></code></pre></div> +<div class="sourceCode" id="cb17"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb17-1"><a href="#cb17-1" aria-hidden="true" tabindex="-1"></a>FOCUS_2006_L2 <span class="ot">=</span> <span class="fu">data.frame</span>(</span> +<span id="cb17-2"><a href="#cb17-2" aria-hidden="true" tabindex="-1"></a> <span class="at">t =</span> <span class="fu">rep</span>(<span class="fu">c</span>(<span class="dv">0</span>, <span class="dv">1</span>, <span class="dv">3</span>, <span class="dv">7</span>, <span class="dv">14</span>, <span class="dv">28</span>), <span class="at">each =</span> <span class="dv">2</span>),</span> +<span id="cb17-3"><a href="#cb17-3" aria-hidden="true" tabindex="-1"></a> <span class="at">parent =</span> <span class="fu">c</span>(<span class="fl">96.1</span>, <span class="fl">91.8</span>, <span class="fl">41.4</span>, <span class="fl">38.7</span>,</span> +<span id="cb17-4"><a href="#cb17-4" aria-hidden="true" tabindex="-1"></a> <span class="fl">19.3</span>, <span class="fl">22.3</span>, <span class="fl">4.6</span>, <span class="fl">4.6</span>,</span> +<span id="cb17-5"><a href="#cb17-5" aria-hidden="true" tabindex="-1"></a> <span class="fl">2.6</span>, <span class="fl">1.2</span>, <span class="fl">0.3</span>, <span class="fl">0.6</span>))</span> +<span id="cb17-6"><a href="#cb17-6" aria-hidden="true" tabindex="-1"></a>FOCUS_2006_L2_mkin <span class="ot"><-</span> <span class="fu">mkin_wide_to_long</span>(FOCUS_2006_L2)</span></code></pre></div> <div id="sfo-fit-for-l2" class="section level2"> <h2>SFO fit for L2</h2> <p>Again, the SFO model is fitted and the result is plotted. The residual plot can be obtained simply by adding the argument <code>show_residuals</code> to the plot command.</p> -<div class="sourceCode" id="cb15"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb15-1"><a href="#cb15-1" aria-hidden="true" tabindex="-1"></a>m.L2.SFO <span class="ot"><-</span> <span class="fu">mkinfit</span>(<span class="st">"SFO"</span>, FOCUS_2006_L2_mkin, <span class="at">quiet=</span><span class="cn">TRUE</span>)</span> -<span id="cb15-2"><a href="#cb15-2" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(m.L2.SFO, <span class="at">show_residuals =</span> <span class="cn">TRUE</span>, <span class="at">show_errmin =</span> <span class="cn">TRUE</span>,</span> -<span id="cb15-3"><a href="#cb15-3" aria-hidden="true" tabindex="-1"></a> <span class="at">main =</span> <span class="st">"FOCUS L2 - SFO"</span>)</span></code></pre></div> -<p><img 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" /><!-- --></p> +<div class="sourceCode" id="cb18"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a>m.L2.SFO <span class="ot"><-</span> <span class="fu">mkinfit</span>(<span class="st">"SFO"</span>, FOCUS_2006_L2_mkin, <span class="at">quiet=</span><span class="cn">TRUE</span>)</span> +<span id="cb18-2"><a href="#cb18-2" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(m.L2.SFO, <span class="at">show_residuals =</span> <span class="cn">TRUE</span>, <span class="at">show_errmin =</span> <span class="cn">TRUE</span>,</span> +<span id="cb18-3"><a href="#cb18-3" aria-hidden="true" tabindex="-1"></a> <span class="at">main =</span> <span class="st">"FOCUS L2 - SFO"</span>)</span></code></pre></div> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<p><img 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/><!-- --></p> <p>The <span class="math inline"><em>χ</em><sup>2</sup></span> error level of 14% suggests that the model does not fit very well. This is also obvious from the plots of the fit, in which we have included the @@ -652,22 +655,24 @@ kinetics.</p> <h2>FOMC fit for L2</h2> <p>For comparison, the FOMC model is fitted as well, and the <span class="math inline"><em>χ</em><sup>2</sup></span> error level is checked.</p> -<div class="sourceCode" id="cb16"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb16-1"><a href="#cb16-1" aria-hidden="true" tabindex="-1"></a>m.L2.FOMC <span class="ot"><-</span> <span class="fu">mkinfit</span>(<span class="st">"FOMC"</span>, FOCUS_2006_L2_mkin, <span class="at">quiet =</span> <span class="cn">TRUE</span>)</span> -<span id="cb16-2"><a href="#cb16-2" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(m.L2.FOMC, <span class="at">show_residuals =</span> <span class="cn">TRUE</span>,</span> -<span id="cb16-3"><a href="#cb16-3" aria-hidden="true" tabindex="-1"></a> <span class="at">main =</span> <span class="st">"FOCUS L2 - FOMC"</span>)</span></code></pre></div> -<p><img src="data:image/png;base64,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" /><!-- --></p> -<div class="sourceCode" id="cb17"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb17-1"><a href="#cb17-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(m.L2.FOMC, <span class="at">data =</span> <span class="cn">FALSE</span>)</span></code></pre></div> -<pre><code>## mkin version used for fitting: 1.2.4 -## R version used for fitting: 4.3.0 -## Date of fit: Thu May 18 11:38:11 2023 -## Date of summary: Thu May 18 11:38:11 2023 +<div class="sourceCode" id="cb20"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb20-1"><a href="#cb20-1" aria-hidden="true" tabindex="-1"></a>m.L2.FOMC <span class="ot"><-</span> <span class="fu">mkinfit</span>(<span class="st">"FOMC"</span>, FOCUS_2006_L2_mkin, <span class="at">quiet =</span> <span class="cn">TRUE</span>)</span> +<span id="cb20-2"><a href="#cb20-2" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(m.L2.FOMC, <span class="at">show_residuals =</span> <span class="cn">TRUE</span>,</span> +<span id="cb20-3"><a href="#cb20-3" aria-hidden="true" tabindex="-1"></a> <span class="at">main =</span> <span class="st">"FOCUS L2 - FOMC"</span>)</span></code></pre></div> +<p><img 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/><!-- --></p> +<div class="sourceCode" id="cb21"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb21-1"><a href="#cb21-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(m.L2.FOMC, <span class="at">data =</span> <span class="cn">FALSE</span>)</span></code></pre></div> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<pre><code>## mkin version used for fitting: 0.9.49.8 +## R version used for fitting: 4.4.2 +## Date of fit: Sun Feb 16 14:25:38 2025 +## Date of summary: Sun Feb 16 14:25:38 2025 ## ## Equations: ## d_parent/dt = - (alpha/beta) * 1/((time/beta) + 1) * parent ## ## Model predictions using solution type analytical ## -## Fitted using 239 model solutions performed in 0.015 s +## Fitted using 239 model solutions performed in 0.167 s ## ## Error model: Constant variance ## @@ -688,11 +693,6 @@ checked.</p> ## Fixed parameter values: ## None ## -## Results: -## -## AIC BIC logLik -## 61.78966 63.72928 -26.89483 -## ## Optimised, transformed parameters with symmetric confidence intervals: ## Estimate Std. Error Lower Upper ## parent_0 93.7700 1.6130 90.05000 97.4900 @@ -702,10 +702,10 @@ checked.</p> ## ## Parameter correlation: ## parent_0 log_alpha log_beta sigma -## parent_0 1.000e+00 -1.151e-01 -2.085e-01 -7.828e-09 -## log_alpha -1.151e-01 1.000e+00 9.741e-01 -1.602e-07 -## log_beta -2.085e-01 9.741e-01 1.000e+00 -1.372e-07 -## sigma -7.828e-09 -1.602e-07 -1.372e-07 1.000e+00 +## parent_0 1.000e+00 -1.151e-01 -2.085e-01 -7.436e-09 +## log_alpha -1.151e-01 1.000e+00 9.741e-01 -1.617e-07 +## log_beta -2.085e-01 9.741e-01 1.000e+00 -1.386e-07 +## sigma -7.436e-09 -1.617e-07 -1.386e-07 1.000e+00 ## ## Backtransformed parameters: ## Confidence intervals for internally transformed parameters are asymmetric. @@ -733,15 +733,19 @@ order to explain the data.</p> <div id="dfop-fit-for-l2" class="section level2"> <h2>DFOP fit for L2</h2> <p>Fitting the four parameter DFOP model further reduces the <span class="math inline"><em>χ</em><sup>2</sup></span> error level.</p> -<div class="sourceCode" id="cb19"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a>m.L2.DFOP <span class="ot"><-</span> <span class="fu">mkinfit</span>(<span class="st">"DFOP"</span>, FOCUS_2006_L2_mkin, <span class="at">quiet =</span> <span class="cn">TRUE</span>)</span> -<span id="cb19-2"><a href="#cb19-2" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(m.L2.DFOP, <span class="at">show_residuals =</span> <span class="cn">TRUE</span>, <span class="at">show_errmin =</span> <span class="cn">TRUE</span>,</span> -<span id="cb19-3"><a href="#cb19-3" aria-hidden="true" tabindex="-1"></a> <span class="at">main =</span> <span class="st">"FOCUS L2 - DFOP"</span>)</span></code></pre></div> -<p><img src="data:image/png;base64,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" /><!-- --></p> -<div class="sourceCode" id="cb20"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb20-1"><a href="#cb20-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(m.L2.DFOP, <span class="at">data =</span> <span class="cn">FALSE</span>)</span></code></pre></div> -<pre><code>## mkin version used for fitting: 1.2.4 -## R version used for fitting: 4.3.0 -## Date of fit: Thu May 18 11:38:11 2023 -## Date of summary: Thu May 18 11:38:11 2023 +<div class="sourceCode" id="cb24"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb24-1"><a href="#cb24-1" aria-hidden="true" tabindex="-1"></a>m.L2.DFOP <span class="ot"><-</span> <span class="fu">mkinfit</span>(<span class="st">"DFOP"</span>, FOCUS_2006_L2_mkin, <span class="at">quiet =</span> <span class="cn">TRUE</span>)</span> +<span id="cb24-2"><a href="#cb24-2" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(m.L2.DFOP, <span class="at">show_residuals =</span> <span class="cn">TRUE</span>, <span class="at">show_errmin =</span> <span class="cn">TRUE</span>,</span> +<span id="cb24-3"><a href="#cb24-3" aria-hidden="true" tabindex="-1"></a> <span class="at">main =</span> <span class="st">"FOCUS L2 - DFOP"</span>)</span></code></pre></div> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<p><img 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/><!-- --></p> +<div class="sourceCode" id="cb26"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb26-1"><a href="#cb26-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(m.L2.DFOP, <span class="at">data =</span> <span class="cn">FALSE</span>)</span></code></pre></div> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<pre><code>## mkin version used for fitting: 0.9.49.8 +## R version used for fitting: 4.4.2 +## Date of fit: Sun Feb 16 14:25:39 2025 +## Date of summary: Sun Feb 16 14:25:39 2025 ## ## Equations: ## d_parent/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 * @@ -750,7 +754,7 @@ order to explain the data.</p> ## ## Model predictions using solution type analytical ## -## Fitted using 581 model solutions performed in 0.041 s +## Fitted using 572 model solutions performed in 0.399 s ## ## Error model: Constant variance ## @@ -768,31 +772,26 @@ order to explain the data.</p> ## parent_0 93.950000 -Inf Inf ## log_k1 -2.302585 -Inf Inf ## log_k2 -4.605170 -Inf Inf -## g_qlogis 0.000000 -Inf Inf +## g_ilr 0.000000 -Inf Inf ## ## Fixed parameter values: ## None ## -## Results: -## -## AIC BIC logLik -## 52.36695 54.79148 -21.18347 -## ## Optimised, transformed parameters with symmetric confidence intervals: ## Estimate Std. Error Lower Upper -## parent_0 93.950 9.998e-01 91.5900 96.3100 -## log_k1 3.112 1.842e+03 -4353.0000 4359.0000 -## log_k2 -1.088 6.285e-02 -1.2370 -0.9394 -## g_qlogis -0.399 9.946e-02 -0.6342 -0.1638 -## sigma 1.414 2.886e-01 0.7314 2.0960 +## parent_0 93.9500 9.998e-01 91.5900 96.3100 +## log_k1 3.1370 2.376e+03 -5615.0000 5622.0000 +## log_k2 -1.0880 6.285e-02 -1.2370 -0.9394 +## g_ilr -0.2821 7.033e-02 -0.4484 -0.1158 +## sigma 1.4140 2.886e-01 0.7314 2.0960 ## ## Parameter correlation: -## parent_0 log_k1 log_k2 g_qlogis sigma -## parent_0 1.000e+00 6.783e-07 -3.390e-10 2.665e-01 -2.967e-10 -## log_k1 6.783e-07 1.000e+00 1.116e-04 -2.196e-04 -1.031e-05 -## log_k2 -3.390e-10 1.116e-04 1.000e+00 -7.903e-01 2.917e-09 -## g_qlogis 2.665e-01 -2.196e-04 -7.903e-01 1.000e+00 -4.408e-09 -## sigma -2.967e-10 -1.031e-05 2.917e-09 -4.408e-09 1.000e+00 +## parent_0 log_k1 log_k2 g_ilr sigma +## parent_0 1.000e+00 5.144e-07 2.339e-09 2.665e-01 -6.798e-09 +## log_k1 5.144e-07 1.000e+00 8.434e-05 -1.659e-04 -7.791e-06 +## log_k2 2.339e-09 8.434e-05 1.000e+00 -7.903e-01 -1.240e-08 +## g_ilr 2.665e-01 -1.659e-04 -7.903e-01 1.000e+00 3.195e-08 +## sigma -6.798e-09 -7.791e-06 -1.240e-08 3.195e-08 1.000e+00 ## ## Backtransformed parameters: ## Confidence intervals for internally transformed parameters are asymmetric. @@ -800,7 +799,7 @@ order to explain the data.</p> ## for estimators of untransformed parameters. ## Estimate t value Pr(>t) Lower Upper ## parent_0 93.9500 9.397e+01 2.036e-12 91.5900 96.3100 -## k1 22.4800 5.553e-04 4.998e-01 0.0000 Inf +## k1 23.0400 4.303e-04 4.998e-01 0.0000 Inf ## k2 0.3369 1.591e+01 4.697e-07 0.2904 0.3909 ## g 0.4016 1.680e+01 3.238e-07 0.3466 0.4591 ## sigma 1.4140 4.899e+00 8.776e-04 0.7314 2.0960 @@ -811,8 +810,8 @@ order to explain the data.</p> ## parent 2.53 4 2 ## ## Estimated disappearance times: -## DT50 DT90 DT50back DT50_k1 DT50_k2 -## parent 0.5335 5.311 1.599 0.03084 2.058</code></pre> +## DT50 DT90 DT50_k1 DT50_k2 +## parent 0.5335 5.311 0.03009 2.058</code></pre> <p>Here, the DFOP model is clearly the best-fit model for dataset L2 based on the chi^2 error level criterion.</p> </div> @@ -821,21 +820,27 @@ based on the chi^2 error level criterion.</p> <h1>Laboratory Data L3</h1> <p>The following code defines example dataset L3 from the FOCUS kinetics report, p. 290.</p> -<div class="sourceCode" id="cb22"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb22-1"><a href="#cb22-1" aria-hidden="true" tabindex="-1"></a>FOCUS_2006_L3 <span class="ot">=</span> <span class="fu">data.frame</span>(</span> -<span id="cb22-2"><a href="#cb22-2" aria-hidden="true" tabindex="-1"></a> <span class="at">t =</span> <span class="fu">c</span>(<span class="dv">0</span>, <span class="dv">3</span>, <span class="dv">7</span>, <span class="dv">14</span>, <span class="dv">30</span>, <span class="dv">60</span>, <span class="dv">91</span>, <span class="dv">120</span>),</span> -<span id="cb22-3"><a href="#cb22-3" aria-hidden="true" tabindex="-1"></a> <span class="at">parent =</span> <span class="fu">c</span>(<span class="fl">97.8</span>, <span class="dv">60</span>, <span class="dv">51</span>, <span class="dv">43</span>, <span class="dv">35</span>, <span class="dv">22</span>, <span class="dv">15</span>, <span class="dv">12</span>))</span> -<span id="cb22-4"><a href="#cb22-4" aria-hidden="true" tabindex="-1"></a>FOCUS_2006_L3_mkin <span class="ot"><-</span> <span class="fu">mkin_wide_to_long</span>(FOCUS_2006_L3)</span></code></pre></div> +<div class="sourceCode" id="cb29"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb29-1"><a href="#cb29-1" aria-hidden="true" tabindex="-1"></a>FOCUS_2006_L3 <span class="ot">=</span> <span class="fu">data.frame</span>(</span> +<span id="cb29-2"><a href="#cb29-2" aria-hidden="true" tabindex="-1"></a> <span class="at">t =</span> <span class="fu">c</span>(<span class="dv">0</span>, <span class="dv">3</span>, <span class="dv">7</span>, <span class="dv">14</span>, <span class="dv">30</span>, <span class="dv">60</span>, <span class="dv">91</span>, <span class="dv">120</span>),</span> +<span id="cb29-3"><a href="#cb29-3" aria-hidden="true" tabindex="-1"></a> <span class="at">parent =</span> <span class="fu">c</span>(<span class="fl">97.8</span>, <span class="dv">60</span>, <span class="dv">51</span>, <span class="dv">43</span>, <span class="dv">35</span>, <span class="dv">22</span>, <span class="dv">15</span>, <span class="dv">12</span>))</span> +<span id="cb29-4"><a href="#cb29-4" aria-hidden="true" tabindex="-1"></a>FOCUS_2006_L3_mkin <span class="ot"><-</span> <span class="fu">mkin_wide_to_long</span>(FOCUS_2006_L3)</span></code></pre></div> <div id="fit-multiple-models" class="section level2"> <h2>Fit multiple models</h2> <p>As of mkin version 0.9-39 (June 2015), we can fit several models to one or more datasets in one call to the function <code>mmkin</code>. The datasets have to be passed in a list, in this case a named list holding only the L3 dataset prepared above.</p> -<div class="sourceCode" id="cb23"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb23-1"><a href="#cb23-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Only use one core here, not to offend the CRAN checks</span></span> -<span id="cb23-2"><a href="#cb23-2" aria-hidden="true" tabindex="-1"></a>mm.L3 <span class="ot"><-</span> <span class="fu">mmkin</span>(<span class="fu">c</span>(<span class="st">"SFO"</span>, <span class="st">"FOMC"</span>, <span class="st">"DFOP"</span>), <span class="at">cores =</span> <span class="dv">1</span>,</span> -<span id="cb23-3"><a href="#cb23-3" aria-hidden="true" tabindex="-1"></a> <span class="fu">list</span>(<span class="st">"FOCUS L3"</span> <span class="ot">=</span> FOCUS_2006_L3_mkin), <span class="at">quiet =</span> <span class="cn">TRUE</span>)</span> -<span id="cb23-4"><a href="#cb23-4" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(mm.L3)</span></code></pre></div> -<p><img src="data:image/png;base64,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" /><!-- --></p> +<div class="sourceCode" id="cb30"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb30-1"><a href="#cb30-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Only use one core here, not to offend the CRAN checks</span></span> +<span id="cb30-2"><a href="#cb30-2" aria-hidden="true" tabindex="-1"></a>mm.L3 <span class="ot"><-</span> <span class="fu">mmkin</span>(<span class="fu">c</span>(<span class="st">"SFO"</span>, <span class="st">"FOMC"</span>, <span class="st">"DFOP"</span>), <span class="at">cores =</span> <span class="dv">1</span>,</span> +<span id="cb30-3"><a href="#cb30-3" aria-hidden="true" tabindex="-1"></a> <span class="fu">list</span>(<span class="st">"FOCUS L3"</span> <span class="ot">=</span> FOCUS_2006_L3_mkin), <span class="at">quiet =</span> <span class="cn">TRUE</span>)</span> +<span id="cb30-4"><a href="#cb30-4" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(mm.L3)</span></code></pre></div> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded +## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded +## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<p><img src="data:image/png;base64,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" /><!-- --></p> <p>The <span class="math inline"><em>χ</em><sup>2</sup></span> error level of 21% as well as the plot suggest that the SFO model does not fit very well. The FOMC model performs better, with an error level at which @@ -850,11 +855,13 @@ as a row index and datasets as a column index.</p> <p>We can extract the summary and plot for <em>e.g.</em> the DFOP fit, using square brackets for indexing which will result in the use of the summary and plot functions working on mkinfit objects.</p> -<div class="sourceCode" id="cb24"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb24-1"><a href="#cb24-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(mm.L3[[<span class="st">"DFOP"</span>, <span class="dv">1</span>]])</span></code></pre></div> -<pre><code>## mkin version used for fitting: 1.2.4 -## R version used for fitting: 4.3.0 -## Date of fit: Thu May 18 11:38:12 2023 -## Date of summary: Thu May 18 11:38:12 2023 +<div class="sourceCode" id="cb32"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb32-1"><a href="#cb32-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(mm.L3[[<span class="st">"DFOP"</span>, <span class="dv">1</span>]])</span></code></pre></div> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<pre><code>## mkin version used for fitting: 0.9.49.8 +## R version used for fitting: 4.4.2 +## Date of fit: Sun Feb 16 14:25:40 2025 +## Date of summary: Sun Feb 16 14:25:40 2025 ## ## Equations: ## d_parent/dt = - ((k1 * g * exp(-k1 * time) + k2 * (1 - g) * exp(-k2 * @@ -863,7 +870,7 @@ summary and plot functions working on mkinfit objects.</p> ## ## Model predictions using solution type analytical ## -## Fitted using 376 model solutions performed in 0.024 s +## Fitted using 373 model solutions performed in 0.258 s ## ## Error model: Constant variance ## @@ -881,31 +888,26 @@ summary and plot functions working on mkinfit objects.</p> ## parent_0 97.800000 -Inf Inf ## log_k1 -2.302585 -Inf Inf ## log_k2 -4.605170 -Inf Inf -## g_qlogis 0.000000 -Inf Inf +## g_ilr 0.000000 -Inf Inf ## ## Fixed parameter values: ## None ## -## Results: -## -## AIC BIC logLik -## 32.97732 33.37453 -11.48866 -## ## Optimised, transformed parameters with symmetric confidence intervals: ## Estimate Std. Error Lower Upper ## parent_0 97.7500 1.01900 94.5000 101.000000 ## log_k1 -0.6612 0.10050 -0.9812 -0.341300 ## log_k2 -4.2860 0.04322 -4.4230 -4.148000 -## g_qlogis -0.1739 0.05270 -0.3416 -0.006142 +## g_ilr -0.1229 0.03727 -0.2415 -0.004343 ## sigma 1.0170 0.25430 0.2079 1.827000 ## ## Parameter correlation: -## parent_0 log_k1 log_k2 g_qlogis sigma -## parent_0 1.000e+00 1.732e-01 2.282e-02 4.009e-01 -9.664e-08 -## log_k1 1.732e-01 1.000e+00 4.945e-01 -5.809e-01 7.147e-07 -## log_k2 2.282e-02 4.945e-01 1.000e+00 -6.812e-01 1.022e-06 -## g_qlogis 4.009e-01 -5.809e-01 -6.812e-01 1.000e+00 -7.926e-07 -## sigma -9.664e-08 7.147e-07 1.022e-06 -7.926e-07 1.000e+00 +## parent_0 log_k1 log_k2 g_ilr sigma +## parent_0 1.000e+00 1.732e-01 2.282e-02 4.009e-01 -6.814e-07 +## log_k1 1.732e-01 1.000e+00 4.945e-01 -5.809e-01 3.193e-07 +## log_k2 2.282e-02 4.945e-01 1.000e+00 -6.812e-01 7.661e-07 +## g_ilr 4.009e-01 -5.809e-01 -6.812e-01 1.000e+00 -8.680e-07 +## sigma -6.814e-07 3.193e-07 7.661e-07 -8.680e-07 1.000e+00 ## ## Backtransformed parameters: ## Confidence intervals for internally transformed parameters are asymmetric. @@ -924,8 +926,8 @@ summary and plot functions working on mkinfit objects.</p> ## parent 2.225 4 4 ## ## Estimated disappearance times: -## DT50 DT90 DT50back DT50_k1 DT50_k2 -## parent 7.464 123 37.03 1.343 50.37 +## DT50 DT90 DT50_k1 DT50_k2 +## parent 7.464 123 1.343 50.37 ## ## Data: ## time variable observed predicted residual @@ -937,8 +939,10 @@ summary and plot functions working on mkinfit objects.</p> ## 60 parent 22.0 23.26 -1.25919 ## 91 parent 15.0 15.18 -0.18181 ## 120 parent 12.0 10.19 1.81395</code></pre> -<div class="sourceCode" id="cb26"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb26-1"><a href="#cb26-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(mm.L3[[<span class="st">"DFOP"</span>, <span class="dv">1</span>]], <span class="at">show_errmin =</span> <span class="cn">TRUE</span>)</span></code></pre></div> -<p><img src="data:image/png;base64,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" /><!-- --></p> +<div class="sourceCode" id="cb35"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb35-1"><a href="#cb35-1" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(mm.L3[[<span class="st">"DFOP"</span>, <span class="dv">1</span>]], <span class="at">show_errmin =</span> <span class="cn">TRUE</span>)</span></code></pre></div> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<p><img src="data:image/png;base64,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" /><!-- --></p> <p>Here, a look to the model plot, the confidence intervals of the parameters and the correlation matrix suggest that the parameter estimates are reliable, and the DFOP model can be used as the best-fit @@ -955,99 +959,106 @@ parameter <code>g</code> is quite narrow.</p> <h1>Laboratory Data L4</h1> <p>The following code defines example dataset L4 from the FOCUS kinetics report, p. 293:</p> -<div class="sourceCode" id="cb27"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb27-1"><a href="#cb27-1" aria-hidden="true" tabindex="-1"></a>FOCUS_2006_L4 <span class="ot">=</span> <span class="fu">data.frame</span>(</span> -<span id="cb27-2"><a href="#cb27-2" aria-hidden="true" tabindex="-1"></a> <span class="at">t =</span> <span class="fu">c</span>(<span class="dv">0</span>, <span class="dv">3</span>, <span class="dv">7</span>, <span class="dv">14</span>, <span class="dv">30</span>, <span class="dv">60</span>, <span class="dv">91</span>, <span class="dv">120</span>),</span> -<span id="cb27-3"><a href="#cb27-3" aria-hidden="true" tabindex="-1"></a> <span class="at">parent =</span> <span class="fu">c</span>(<span class="fl">96.6</span>, <span class="fl">96.3</span>, <span class="fl">94.3</span>, <span class="fl">88.8</span>, <span class="fl">74.9</span>, <span class="fl">59.9</span>, <span class="fl">53.5</span>, <span class="fl">49.0</span>))</span> -<span id="cb27-4"><a href="#cb27-4" aria-hidden="true" tabindex="-1"></a>FOCUS_2006_L4_mkin <span class="ot"><-</span> <span class="fu">mkin_wide_to_long</span>(FOCUS_2006_L4)</span></code></pre></div> +<div class="sourceCode" id="cb37"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb37-1"><a href="#cb37-1" aria-hidden="true" tabindex="-1"></a>FOCUS_2006_L4 <span class="ot">=</span> <span class="fu">data.frame</span>(</span> +<span id="cb37-2"><a href="#cb37-2" aria-hidden="true" tabindex="-1"></a> <span class="at">t =</span> <span class="fu">c</span>(<span class="dv">0</span>, <span class="dv">3</span>, <span class="dv">7</span>, <span class="dv">14</span>, <span class="dv">30</span>, <span class="dv">60</span>, <span class="dv">91</span>, <span class="dv">120</span>),</span> +<span id="cb37-3"><a href="#cb37-3" aria-hidden="true" tabindex="-1"></a> <span class="at">parent =</span> <span class="fu">c</span>(<span class="fl">96.6</span>, <span class="fl">96.3</span>, <span class="fl">94.3</span>, <span class="fl">88.8</span>, <span class="fl">74.9</span>, <span class="fl">59.9</span>, <span class="fl">53.5</span>, <span class="fl">49.0</span>))</span> +<span id="cb37-4"><a href="#cb37-4" aria-hidden="true" tabindex="-1"></a>FOCUS_2006_L4_mkin <span class="ot"><-</span> <span class="fu">mkin_wide_to_long</span>(FOCUS_2006_L4)</span></code></pre></div> <p>Fits of the SFO and FOMC models, plots and summaries are produced below:</p> -<div class="sourceCode" id="cb28"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb28-1"><a href="#cb28-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Only use one core here, not to offend the CRAN checks</span></span> -<span id="cb28-2"><a href="#cb28-2" aria-hidden="true" tabindex="-1"></a>mm.L4 <span class="ot"><-</span> <span class="fu">mmkin</span>(<span class="fu">c</span>(<span class="st">"SFO"</span>, <span class="st">"FOMC"</span>), <span class="at">cores =</span> <span class="dv">1</span>,</span> -<span id="cb28-3"><a href="#cb28-3" aria-hidden="true" tabindex="-1"></a> <span class="fu">list</span>(<span class="st">"FOCUS L4"</span> <span class="ot">=</span> FOCUS_2006_L4_mkin),</span> -<span id="cb28-4"><a href="#cb28-4" aria-hidden="true" tabindex="-1"></a> <span class="at">quiet =</span> <span class="cn">TRUE</span>)</span> -<span id="cb28-5"><a href="#cb28-5" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(mm.L4)</span></code></pre></div> -<p><img src="data:image/png;base64,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" /><!-- --></p> +<div class="sourceCode" id="cb38"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb38-1"><a href="#cb38-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Only use one core here, not to offend the CRAN checks</span></span> +<span id="cb38-2"><a href="#cb38-2" aria-hidden="true" tabindex="-1"></a>mm.L4 <span class="ot"><-</span> <span class="fu">mmkin</span>(<span class="fu">c</span>(<span class="st">"SFO"</span>, <span class="st">"FOMC"</span>), <span class="at">cores =</span> <span class="dv">1</span>,</span> +<span id="cb38-3"><a href="#cb38-3" aria-hidden="true" tabindex="-1"></a> <span class="fu">list</span>(<span class="st">"FOCUS L4"</span> <span class="ot">=</span> FOCUS_2006_L4_mkin),</span> +<span id="cb38-4"><a href="#cb38-4" aria-hidden="true" tabindex="-1"></a> <span class="at">quiet =</span> <span class="cn">TRUE</span>)</span> +<span id="cb38-5"><a href="#cb38-5" aria-hidden="true" tabindex="-1"></a><span class="fu">plot</span>(mm.L4)</span></code></pre></div> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded +## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<p><img src="data:image/png;base64,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" /><!-- --></p> <p>The <span class="math inline"><em>χ</em><sup>2</sup></span> error level of 3.3% as well as the plot suggest that the SFO model fits very well. The error level at which the <span class="math inline"><em>χ</em><sup>2</sup></span> test passes is slightly lower for the FOMC model. However, the difference appears negligible.</p> -<div class="sourceCode" id="cb29"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb29-1"><a href="#cb29-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(mm.L4[[<span class="st">"SFO"</span>, <span class="dv">1</span>]], <span class="at">data =</span> <span class="cn">FALSE</span>)</span></code></pre></div> -<pre><code>## mkin version used for fitting: 1.2.4 -## R version used for fitting: 4.3.0 -## Date of fit: Thu May 18 11:38:12 2023 -## Date of summary: Thu May 18 11:38:12 2023 +<div class="sourceCode" id="cb40"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb40-1"><a href="#cb40-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(mm.L4[[<span class="st">"SFO"</span>, <span class="dv">1</span>]], <span class="at">data =</span> <span class="cn">FALSE</span>)</span></code></pre></div> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<pre><code>## mkin version used for fitting: 0.9.49.8 +## R version used for fitting: 4.4.2 +## Date of fit: Sun Feb 16 14:25:40 2025 +## Date of summary: Sun Feb 16 14:25:40 2025 ## ## Equations: -## d_parent/dt = - k_parent * parent +## d_parent/dt = - k_parent_sink * parent ## ## Model predictions using solution type analytical ## -## Fitted using 142 model solutions performed in 0.01 s +## Fitted using 142 model solutions performed in 0.096 s ## ## Error model: Constant variance ## ## Error model algorithm: OLS ## ## Starting values for parameters to be optimised: -## value type -## parent_0 96.6 state -## k_parent 0.1 deparm +## value type +## parent_0 96.6 state +## k_parent_sink 0.1 deparm ## ## Starting values for the transformed parameters actually optimised: -## value lower upper -## parent_0 96.600000 -Inf Inf -## log_k_parent -2.302585 -Inf Inf +## value lower upper +## parent_0 96.600000 -Inf Inf +## log_k_parent_sink -2.302585 -Inf Inf ## ## Fixed parameter values: ## None ## -## Results: -## -## AIC BIC logLik -## 47.12133 47.35966 -20.56067 -## ## Optimised, transformed parameters with symmetric confidence intervals: -## Estimate Std. Error Lower Upper -## parent_0 96.440 1.69900 92.070 100.800 -## log_k_parent -5.030 0.07059 -5.211 -4.848 -## sigma 3.162 0.79050 1.130 5.194 +## Estimate Std. Error Lower Upper +## parent_0 96.440 1.69900 92.070 100.800 +## log_k_parent_sink -5.030 0.07059 -5.211 -4.848 +## sigma 3.162 0.79050 1.130 5.194 ## ## Parameter correlation: -## parent_0 log_k_parent sigma -## parent_0 1.000e+00 5.938e-01 3.387e-07 -## log_k_parent 5.938e-01 1.000e+00 5.830e-07 -## sigma 3.387e-07 5.830e-07 1.000e+00 +## parent_0 log_k_parent_sink sigma +## parent_0 1.000e+00 5.938e-01 3.430e-07 +## log_k_parent_sink 5.938e-01 1.000e+00 5.885e-07 +## sigma 3.430e-07 5.885e-07 1.000e+00 ## ## Backtransformed parameters: ## Confidence intervals for internally transformed parameters are asymmetric. ## t-test (unrealistically) based on the assumption of normal distribution ## for estimators of untransformed parameters. -## Estimate t value Pr(>t) Lower Upper -## parent_0 96.440000 56.77 1.604e-08 92.070000 1.008e+02 -## k_parent 0.006541 14.17 1.578e-05 0.005455 7.842e-03 -## sigma 3.162000 4.00 5.162e-03 1.130000 5.194e+00 +## Estimate t value Pr(>t) Lower Upper +## parent_0 96.440000 56.77 1.604e-08 92.070000 1.008e+02 +## k_parent_sink 0.006541 14.17 1.578e-05 0.005455 7.842e-03 +## sigma 3.162000 4.00 5.162e-03 1.130000 5.194e+00 ## ## FOCUS Chi2 error levels in percent: ## err.min n.optim df ## All data 3.287 2 6 ## parent 3.287 2 6 ## +## Resulting formation fractions: +## ff +## parent_sink 1 +## ## Estimated disappearance times: ## DT50 DT90 ## parent 106 352</code></pre> -<div class="sourceCode" id="cb31"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb31-1"><a href="#cb31-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(mm.L4[[<span class="st">"FOMC"</span>, <span class="dv">1</span>]], <span class="at">data =</span> <span class="cn">FALSE</span>)</span></code></pre></div> -<pre><code>## mkin version used for fitting: 1.2.4 -## R version used for fitting: 4.3.0 -## Date of fit: Thu May 18 11:38:12 2023 -## Date of summary: Thu May 18 11:38:12 2023 +<div class="sourceCode" id="cb43"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb43-1"><a href="#cb43-1" aria-hidden="true" tabindex="-1"></a><span class="fu">summary</span>(mm.L4[[<span class="st">"FOMC"</span>, <span class="dv">1</span>]], <span class="at">data =</span> <span class="cn">FALSE</span>)</span></code></pre></div> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<pre><code>## mkin version used for fitting: 0.9.49.8 +## R version used for fitting: 4.4.2 +## Date of fit: Sun Feb 16 14:25:40 2025 +## Date of summary: Sun Feb 16 14:25:40 2025 ## ## Equations: ## d_parent/dt = - (alpha/beta) * 1/((time/beta) + 1) * parent ## ## Model predictions using solution type analytical ## -## Fitted using 224 model solutions performed in 0.013 s +## Fitted using 224 model solutions performed in 0.151 s ## ## Error model: Constant variance ## @@ -1068,11 +1079,6 @@ negligible.</p> ## Fixed parameter values: ## None ## -## Results: -## -## AIC BIC logLik -## 40.37255 40.69032 -16.18628 -## ## Optimised, transformed parameters with symmetric confidence intervals: ## Estimate Std. Error Lower Upper ## parent_0 99.1400 1.2670 95.6300 102.7000 @@ -1082,10 +1088,10 @@ negligible.</p> ## ## Parameter correlation: ## parent_0 log_alpha log_beta sigma -## parent_0 1.000e+00 -4.696e-01 -5.543e-01 -2.468e-07 -## log_alpha -4.696e-01 1.000e+00 9.889e-01 2.478e-08 -## log_beta -5.543e-01 9.889e-01 1.000e+00 5.211e-08 -## sigma -2.468e-07 2.478e-08 5.211e-08 1.000e+00 +## parent_0 1.000e+00 -4.696e-01 -5.543e-01 -2.447e-07 +## log_alpha -4.696e-01 1.000e+00 9.889e-01 2.198e-08 +## log_beta -5.543e-01 9.889e-01 1.000e+00 4.923e-08 +## sigma -2.447e-07 2.198e-08 4.923e-08 1.000e+00 ## ## Backtransformed parameters: ## Confidence intervals for internally transformed parameters are asymmetric. diff --git a/vignettes/cyan_pathway_2022_prebuilt.rnw b/vignettes/cyan_pathway_2022_prebuilt.rnw new file mode 100644 index 00000000..955160ea --- /dev/null +++ b/vignettes/cyan_pathway_2022_prebuilt.rnw @@ -0,0 +1,7 @@ +\documentclass{article} +\usepackage{pdfpages} +%\VignetteIndexEntry{Testing hierarchical pathway kinetics with residue data on cyantraniliprole} + +\begin{document} +\includepdf[pages=-, fitpaper=true]{prebuilt/2022_cyan_pathway.pdf} +\end{document} diff --git a/vignettes/mkin.html b/vignettes/mkin.html index 12b8671e..3e5a004e 100644 --- a/vignettes/mkin.html +++ b/vignettes/mkin.html @@ -372,7 +372,7 @@ code > span.er { color: #a61717; background-color: #e3d2d2; } <h1 class="title toc-ignore">Short introduction to mkin</h1> <h4 class="author">Johannes Ranke</h4> -<h4 class="date">Last change 18 May 2023 (rebuilt 2023-05-19)</h4> +<h4 class="date">Last change 18 May 2023 (rebuilt 2025-02-16)</h4> <div id="TOC"> @@ -439,7 +439,13 @@ metabolites.</p> <span id="cb1-27"><a href="#cb1-27" aria-hidden="true" tabindex="-1"></a><span class="co"># Plot the results separately for parent and metabolites</span></span> <span id="cb1-28"><a href="#cb1-28" aria-hidden="true" tabindex="-1"></a><span class="fu">plot_sep</span>(f_SFO_SFO_SFO, <span class="at">lpos =</span> <span class="fu">c</span>(<span class="st">"topright"</span>, <span class="st">"bottomright"</span>, <span class="st">"bottomright"</span>))</span></code></pre></div> </details> -<p><img 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" /><!-- --></p> +<pre><code>## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded +## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded +## Warning: In subset.data.frame(fit$fixed, type = "state") : +## extra argument 'type' will be disregarded</code></pre> +<p><img 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/><!-- --></p> </div> <div id="background" class="section level1"> <h1>Background</h1> diff --git a/vignettes/prebuilt/2022_cyan_pathway.pdf b/vignettes/prebuilt/2022_cyan_pathway.pdf Binary files differindex ec37706f..78e1964c 100644 --- a/vignettes/prebuilt/2022_cyan_pathway.pdf +++ b/vignettes/prebuilt/2022_cyan_pathway.pdf diff --git a/vignettes/prebuilt/2022_cyan_pathway.rmd b/vignettes/prebuilt/2022_cyan_pathway.rmd index 8463c854..e7401f3e 100644 --- a/vignettes/prebuilt/2022_cyan_pathway.rmd +++ b/vignettes/prebuilt/2022_cyan_pathway.rmd @@ -1,7 +1,7 @@ --- title: "Testing hierarchical pathway kinetics with residue data on cyantraniliprole" author: Johannes Ranke -date: Last change on 20 April 2023, last compiled on `r format(Sys.time(), "%e +date: Last change on 13 February 2023, last compiled on `r format(Sys.time(), "%e %B %Y")` output: pdf_document: @@ -240,11 +240,12 @@ because it relies on the Fisher Information Matrix. illparms(f_saem_1) |> kable() ``` -The model comparison below suggests that the pathway fits using +The model comparisons below suggest that the pathway fits using DFOP or SFORB for the parent compound provide the best fit. ```{r, dependson = "f-saem-1"} -anova(f_saem_1) |> kable(digits = 1) +anova(f_saem_1[, "const"]) |> kable(digits = 1) +anova(f_saem_1[1:4, ]) |> kable(digits = 1) ``` For these two parent model, successful fits are shown below. Plots of the fits @@ -344,18 +345,21 @@ f_saem_2 <- mhmkin(list(f_sep_2_const, f_sep_2_tc), status(f_saem_2) |> kable() ``` -The hierarchical fits for the alternative pathway completed successfully. +The hierarchical fits for the alternative pathway completed successfully, with +the exception of the model using FOMC for the parent compound and constant +variance as the error model. ```{r dependson = "f-saem-2"} illparms(f_saem_2) |> kable() ``` -In both fits, the random effects for the formation fractions for the -pathways from JCZ38 to JSE76, and for the reverse pathway from JSE76 -to JCZ38 are ill-defined. +In all biphasic fits (DFOP or SFORB for the parent compound), the random +effects for the formation fractions for the pathways from JCZ38 to JSE76, and +for the reverse pathway from JSE76 to JCZ38 are ill-defined. ```{r dependson = "f-saem-2"} -anova(f_saem_2) |> kable(digits = 1) +anova(f_saem_2[, "tc"]) |> kable(digits = 1) +anova(f_saem_2[2:3,]) |> kable(digits = 1) ``` The variants using the biexponential models DFOP and SFORB for the parent @@ -423,7 +427,8 @@ illparms(f_saem_3) |> kable() ``` ```{r dependson = "f-saem-3"} -anova(f_saem_3) |> kable(digits = 1) +anova(f_saem_3[, "tc"]) |> kable(digits = 1) +anova(f_saem_3[2:3,]) |> kable(digits = 1) ``` While the AIC and BIC values of the best fit (DFOP pathway fit with diff --git a/vignettes/prebuilt/2022_dmta_parent.pdf b/vignettes/prebuilt/2022_dmta_parent.pdf Binary files differindex 6e05e6a6..a48626df 100644 --- a/vignettes/prebuilt/2022_dmta_parent.pdf +++ b/vignettes/prebuilt/2022_dmta_parent.pdf diff --git a/vignettes/prebuilt/2022_dmta_pathway.pdf b/vignettes/prebuilt/2022_dmta_pathway.pdf Binary files differindex 95d0964d..def37fc7 100644 --- a/vignettes/prebuilt/2022_dmta_pathway.pdf +++ b/vignettes/prebuilt/2022_dmta_pathway.pdf diff --git a/vignettes/web_only/benchmarks.html b/vignettes/web_only/benchmarks.html index 0800ac48..432310bc 100644 --- a/vignettes/web_only/benchmarks.html +++ 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yr6EIj+LzNj/mfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h/C/PkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn/pdpgHKNGrGIdkRK+KPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho+EIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA+q/j9m3LM/O7WJka4tSidVCjsvo2lQ/2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3/5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho/bcwQdeboqfQartuU3CsCf+cXkgYAqp/0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid/NIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A+TRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC+JE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW/WDHA60cYFaI/PjpzquUqdaYGcIq+mLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC+1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A+P/oFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E/vwOiKxRtCWsDM+eTHUrmwrCK5BIfMzGkD+0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3/kFutpQGNc3pCR7gvC4sgwbupDu3DyEN+W6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc+h1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0+bC5zgpGz7Io+mjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO/ENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn+3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif+pZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx/k3QgnAFSq27/2i4GEBA+UvTJKK/9eISNvG46Em5RZfjTYLdeD8kdXHyrwId/DQZUaMCY4gGbke2C8vfjgV/Y9kkRQOJIn/xM9INZSpiBnqX0Q9GlQPpPKAyO5y+W5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W/N6l54qOynCqD3DpWQ+mpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE+7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv/8lbTIkkYpqKM9VOhp65ktYk+Q46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI+ejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5+7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu+vtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY/iOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v+6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ/qDQK+bfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam+WpHG+0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3+J1eCBay8IYZ0wQRKGAqvCuZ/UgbQPyllosq+XtfKIZOzmeJqRazpmmoP/76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t/I4Jktu0XSgifO2ozFOiwd/0SssJDn0dn4xqk4GDTTKX73/wQyBLdqgJ+Wx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy/qqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh/wkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml/R4yrzow1Q2A5G+kzo/RhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj/UMMc34IBqTKLDTp76WzL/dMjCxK7MjhiGjeYAC/kj/jY/Rde7hpSM1xChrog6yZ7OWTuD56xBJnGFE+pT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G+9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36/dBySis4m9/DR8izaLJW6bWCkVgm5T+ius3ZXq4xI+GnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te/r4dPYMCl5qtiHNTn+TPbh1jCBHH+dMJNhwNgs3nT+OhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF+uRIWyXjQMAs2chdpaKPNaB+kSezYt0+CA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6/TzoA1/ZBG9bIUVHLAbi/kdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh+epgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF+zkJHIA7PwCDk1gGVmGUZSSoPhNf+Tklauz98QofOlCIQ/tCD4dosHYPqtPCXB3agggQQIqQJsSkB+qn0rkQ1toJjON/OtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU+TQ6NIw3ej+AtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb++W6Uk4q6F7/rg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK+EfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l+wM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l+DMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg+EWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb+Mw76Qy29iQ5up/X7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa/xnsMYcIO/vEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz/Chp/Vlpj2P7jJQmQRwGnltkTV5dbF9fE3/fxoSqTROgq9wFUlbuYzYcasE0ouzBo+dDCDzxKAfhbAZYxQiHrLzV2iVexnDX/QnT1fsT/xuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR+CtGdkPwYN2o7DOw/VGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO/f9Qua+pDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD/prQ84B1pVGkIpVUAHCG+iz3Bn3qm2AVrYcYWhock4jso5+J7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk+UILT7+VoX5mdxxA5fS42gISQVi/HTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8/6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk/wdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt+Su9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ/BfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk/gc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B//lHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO+CvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd/p1gi/07h8qfwHrByuSxglc9cI4QIg2oqvC/qm0i7tjPLTgDhoWTAKDO2ONW5oe+/eKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2/j4ODUwRkqrtBBCrDsDpt8jhZdXoy/1BCqw3sSGhgGGy0a5Jw6BP/TExoCmNFYjZl248A0osgPyGEmRA+fAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd/ocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE/EZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ/Ugd/JZQK8lvAm43uDRAbyW8gZ+ZGq0EVerVGUKUSm/Idn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ+QATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm+oOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724+zUQ7+vkCpZB+pGA562hYQiDxHVWOq0oDQl/QsoiY+cuI7iWq/ZIBtHcXJ7kks+h2fCNUPA82BzjnqktNts+RLdk1VSu+tqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy/44XYXdI5noQoRcvjZ1RMPACRqYg2V1+OwOepcOknRLLFdYgTkT5UApt/JhLM3jeFYprZV+Zow2g8fP+U68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr/A1SY9dXFz4RjzoU9ExfJCmx/I9FKEGT3n2cmzl2X42L3Jh+AbQq6sA+Ss1kitoa4TAYgKHaoybHUDJ51oETdeI/9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB+Un44zExFE4vLytcu5NwpWrUxO/0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL+BDqMyaN3RJPh/anbx+Iv+qgQdAa3M9Z5JmvYlh4qop+Ho1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs+gs37sFvi0PPVvA5dnCBgILTwoKd/+DoL9F6inlM7H4rOTzD79KJgKlZO/Zgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno+gBoKVXgIL/VI8dB1O5o/R3Suez/gD7M781ShjKpIIORM/nxG+jjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4/QftDbEn+AucIr1oxrLabRj9q4ae0+fXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd+eNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz/6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT+mAUmiYbV3YQVqFVp9dorv+TsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp+xJyYLv1OsxQCZwTB4a8BZ/5EdxTBJthApqyfd9u3ifr/WILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj/qn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9+W8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4/YtowhEmTs0vrvlD/CrisnoBNDAcUi/teY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O/4DcgV/dZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk+tgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb/n7qwhvGnrHuf5bX6Vh/n3xffU3PeHdR+FA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E+YbfL0adwNtHP7dT7t7b46DVZIkzaRJOM+S6KcrzYVg+T3wSRFRQashjfU18NutrKa/7PXbtuJvpIjbgPeqd+pjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir/8tNXJ/OsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG+FZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx/GdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD/Qi/EmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4/asthNMK5UQKCOhU97oaOYNGsTah+jfCKsZnTRn5TbhFX8ghg8CBYt/BjeYYYUrtUZ5jVij/op7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM+3SW6Opll/wgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy+QbSKVJcqkia+GvDefFwMOmgnD7h81TUtMn+mRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d/QK7Cr4uoCeOQ7/8JfKT77KiDzLImESHw/0wf73QeHu74hxv7uihi4fTX+XEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo/oVH5ww5OzLFsiTPDns7fS6EURSSWd/92BxMYQ8sBaH+j+wthQPdVgDGpTfi+JQIWMD8xKqULliRH01rTeyF8x8q/GBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE+/7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV/yTDRRP8Y2ww5RO6d2D94o+6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt+kqdae76ViWe3STan69yaF9+fESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw/A1zEdjWquIsQXXGIVEH0thC5M+W9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF+RVmI8L4HUYk4x+67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8/p5qIQrEo/H+1l/0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud+tJUfdaZ4CWNijzZtlRa8+CkmO/EwHYfPZFU/hzjFWH7vnzHRMo+aF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce/+/9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs/GWJS6SwEN/ULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e+G2zor8l+YaMxSEomDdLHGcD6YVQPegTaA74H8+V4WvJkFUrjMLGLlvSZQWvi8/QA7yzQ8GPno//5SJHRP/OqKObPCo81s/+6WgLqykYpGAgQZhVDEBPXWgU/WzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M+GWn6ASobIWC+LbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg/kpf3+CnAXKiMgIE8Jk/Mhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo+RJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B+SkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE+VMd3b1fhCynD0pQNhCG6/WCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp/YbHjo++7/Wj8S4YNa+ZdqAw1hDrKWFXv9+zaXpf8ZTDSbiqsxnwN/CzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m/NCW/HILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO+5EJ7Z6bCiRoPedRZ/P0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn/LvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl+11PoFYnNv2HwAODeNRkHj+8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij+bsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur/eWHjiB7SOVdqMAVmpBvfRiebsFjger7DC+8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l+kXRZ0KLZaGsFSIdQz/HXDxf3/TE30+DgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH+RptvRMVRaahu4cySjS3P5wxAUCPkmn+rhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik/zbrTQk5KmgxCg/f45L0jywebOWUYFJQAJia7XzCV0x89rpp/f3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl+5tfUWZNwBpEPXghzbBggYCw/dhy0ntds2yeHCDKkF/YxQjNIL/F/37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD+qNOhwMlfARQUdJ2tUX+MNJqOwIciWalZsmEjt07tfa8ma4cji9sqz+Q9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe+jGDiNJQLWnfx+drTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf/bkvo8PLVBsZl152y5S8+HRDfZIMCbYZ1WDp4yrdchOJw8k6R+/2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB+M4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5/iYp3ZdrCf7fL+en+sIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv+NRiJc8JAKqqgCA/PNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN/hCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj+bYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5/zBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8/i+jHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2+JrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk+Mz7wwstg6RFZb+TZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm/7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk+9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx+whVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC+XYuqMBMUun5YezKbRKmEPwuK+CLzijPEQgfhahQswBBLfg/GBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX+RCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk/4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug/AbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM+Zu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX/pcsfwXbLze2+D+u33OGBoJyAAL3jn3RuEcdp5If8O+a4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT++tm+haBCikRUUMrMhYKZJKYoVuv/bsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV/DMUxd9uFZmBfKXMCn/SqkWJyKPnT6lq+4zBZni6fYRByJn6OK+OgPBGRAJluwGSk4wxjOOzyce/PKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO/cEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm+bddRQu5F9s0XftGEJ9JSuSk+ZachCbdU45fEqbugzTIUokwoAKvpUQF/CvLbWW5BNQFqFkJg2f30E/48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J+1pT0tLkvFVZaNzfhs/Kd3+A9YsImlO4XK4vpCo/elHQi/9gkFg07xxnuXLt21unCIpDV+bbRxb7FC6nWYTsMFF8+1LUg4JFjVt3vqbuhHmDKbgQ4e+RGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB/KVijd1ARWkFEf3yiUw1v/WaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G+ZManTqDLPjyrOse7WiiwOJCG+J0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj/6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j/N46f+S2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb/0jQbaHJ2YRK8A+ls6WMhWmpCXYG5jqapGs5/eOJErxi2/2KWVHiPellTgh/fNl/2KYPKb7DUcAg+mCOPQFCiU9Mq/WLcU1xxC8aLePFZZlE+PCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh/nFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW+oKFLvpyvTBMM69tN1Ydwv1LIEhHsC+ueVG+w+kyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw+H/AuOx+aH+tBL88H57D0MsqyiZxhOEQkF/8DR1d2hSPMj/sNOa5rxcUnBgH8ictv2J+cb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd/PjMMtQfyDNZsOPd6XcAsnBE/mRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl/XPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG/VanIvcwycVA7+BE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP/MVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX/5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c/F1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J/5wkjpkre727p5PTRX5FGrSBIfJqhJE/IS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug+oRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U/5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7/BQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN+nA7pvF78/RII5ZHA09OAiE/66MF6HQ+qVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe+hXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz+JV/4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB+K3wBP/ineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q/9uocGsx41O4IZhViw/2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY/cQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE/om7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi/caHSM3FPRGRf7dB7YC+cD2ho6oL2zGDCkjlf/DFoQVl8GS/56wur3rdV6ggtzZW60MRB3g+U1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg/gBQIZMG/YcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK/G7F3mUc3GOAKqh60zM0v34v+ELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND+/GTk6M56Ig4yMsU6LUW1EWE+fIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP/IoRIZ/F6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg/RrPD/d3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl+Mu4xf0ezqeXD2PtPDnwMPo86sbwDV+9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD/OwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d/UfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH+14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC+OA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6+vAUUBoGhY3CT2tgwehdPqU/4Q7ZLYvhRl/ogOvR9O2+wkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn/dFSWBWzQ/VYk+Gezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n/yJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET/Hh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j+DXfpi12m1RbzYLg9J2wFergEwOxFyD0/JstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT/cUP6pE/mujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB+HEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu+vqQ02+KpJBjaLt9ye1Ab+BbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC+UwkXOoAjneU/xHplMQo2cXUlrVNqJYczgYlaOEczVCs/OCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38+xsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9+b8fH6+b8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj/0Q7PFUcC8hDrxESWdfgFRm+7vvWbkEppHB4T/1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y+g3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR/Rrs/JLKXgEx+qkmeDlFOD1/yTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW+xz+5FElFxWB28VjYIGZ0Yd+5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ+lT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ+2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1+JpI9psyNYIFuJogZa0/1AhOWdlHQxdAgbwacsHqPZo8u/ngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2+RdM+MAaYaZ0Y/ADkbNCZuAyAVQa2OcXOeICmDn9Q/eFkDeFQg5MgHEDXq/tVjj+jtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2/Bc0UxvseQCO2pQ2i+Krfhu/WeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt/U0Wf+phiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7+ExseJauyqo30hs+1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j/e1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la/QCTiVelFnU6O/GCvykqS/wZJDhKN9gBtSOp/1SP5VRgJcoVj+kmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn+8p6+vBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H+gDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D/GvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P+jAgN5TB3haSifDcApp6yymEi6Ij/GsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x/pChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11/yxyw0UnGig3MFdZklN5FI/qiT65T+jOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5+bqWiAYiAv6Jsf79/VUs4cIl+n6+WOjcgB/2l5TreoAV2717JzZbQIR0W1cl/dEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW/PhoawJDrGAP0JYWHgAVUByo/bGdiv2T2EMg8gsS14/rAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq+SCcTSx5NDtbFwNlh8VhjGGDu7JG5/TAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9+ogD8Kk/W7QoRN1UWPqM4+xdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c+4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS+o3F8YVVeikw13w+OEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX++7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9/O53DYi/5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD+P8sNh6e+XYHJXT/lkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp+pT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS/2ToPjqkaq62/7WFG8advGlRRqxB9diP07JrXowKR9tpRa+jGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq+nsp3YMuXt/GkXxLx/P6+ZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar+gMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud+YlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl/zh575R5rsrmRnKAzq4POFdgbYBuEviM4+LVC15ssLNFghbTtHWerS1hDt5s4qkLUha/qpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI+yjEldJfSo4y0QhG4i4IwkRFGcjWY8+EzgYYJUK7BXQksLxAww/YYWBMhJILB9e8ePEJ4OP7z+4/wOQDl64iOYDp26DaONPxpKtBxq/aTzRGarm3VkPYTLJKx6Z/Mw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ+lPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k/UuGkNpP1DBI5ch/EehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv+J41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI+HYexTUevLUeta4/DqKrbMVS+Yqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ++KkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9/Wx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k/90B8+yRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB/mQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go/n6j0cS+a2gEU8gIHJ+BwfgZX4GL+Bd/gW34FZ+BS/gUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh/F062yJ7AAAAEDAWAAABWhJ+KPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg) 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) 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cDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg+FB1ubjlnRNvl3o6IEU2w7fdNPhm/hh+FLysUu6++DLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK/m4szFFR7ch0toUgBTdWHr7EpaWru6+6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d/jLST9v5YflasP6v/CO7+GNAPC2BMZWmsOjp2NNbfHwMCJD+LPVL+D/OYlWEEI/9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2+bBDWBud1Va4pcCn8CPqxlh/fgtG8IPaPH8C5wk6/nZDv69jurV5QhtwE0x2iqOsj9Mx8B9/0EaUdiPfOYYDCi/q9jhWRuupMDEU0+CtX0sDFxv07T/K5niBPqN9+tQjgEc31NGCXFeMcCEuQBIc/BK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF/R0/u5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y+RBgogrXPZ8E1yIHoHIFUM+AbJhE7lbMtt8ApL+xmZW7PwbjAO0fAVoXQOuiSP/ksIVdFZ0aulsamKUzwPZ/NYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7+pg+jUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd/J5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7+RHJHP+2hqfugo/MvI2H/mqr4b9tFnKSRY1Y5Ek80Nm/WIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw+nSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv+rWa/Wih0vlbX6Zb75T5C0qNKVFvH1QL/vazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f+XdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS/xTo+P5wGFak62ap1PVFFN4v/y+xuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f/6dhK6gQokFKhWX3urrjk/rnI0pgfpGMeuQIUaEM7+GF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x/GdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY+9yGFQtEo0GQPNv6vS2drj4+1jHbv3aJSMUWP+QTZrmbNTjU8wyG/iXNNpskybLcJ3CiTF5Ir+JYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d+/XeNRTZ9/1OPfG7+2hwzd5W3D+hmyjsRcUg/+Cavb++Vh2ls3L7zT/etOnHNxeerv313vzLVqPai4nJv+K1FC6040/4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk/U+D4gTXW+j0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7/R561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l+WKHmLTJwRv9E8GWJ6dYvf/FmEyEGr+gyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b+tMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1+Q2BIRvf6J6Kgatnrbiem+CFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ+CuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih/xELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD+uOe+kWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby/+SSbPY8/NH6vpl/Esq3Ae4ZU1HC44KFiI9o7CEgab/RqHbj7s5KAg06s39ZP/zxI/mVuF/TbTSy+3Fb8If9/cv7+wt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi/C8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0+Xxx/5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB/qM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J/UKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc/THK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd++U/3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg+e4As38MfGquNt7oUws6Ysarj1/efE+yst86YUVNvDdts3Pv5c8m/aP0C+f8/Qb+IMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT/v27wm09jRYVc/e++iyx2tyzJb/n3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy/t27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj/S5ki1jL/a0GC6+2L6Um+aoddlNFuj+bJ8mH/iaLh8I0/U51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz+1UmhTJyJGxZzw+wsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ/9pPA4RKTASWahmh+8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ/tHnODtENw/2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8+/Elg5j4Gxur3J8o2PJ4rg+2d08T/fwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r/aMMj8onCP/DuDZOuN+GPPr/+p7bx+7JlbYdppcNhzKU/1Px5aiaGDn/s1iGMaBcleKUo/v9rcxkZj7DBEKOfrayytXNLYiUdBY+pleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF/Qa9Pdf/QqOSqCiE/EE1/XIVKTc2tzWbHnimrEd+Vyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu/kzIdx+BxC0ay9zRSvoS0F2lIxI+X7klU63I40gLQ3w5ep5na+SFnba3z5D64zv+QtM4n4ffG3tq4aNHGRfxgrXPMim+5487abL7xhdseIRn1KDl+7aINixdv0OD+JSPwKf5+xoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz+9a/v2PH1Hfz9236w+ZrPXvWfAxlj4NLLHpq3c/PQ3uvmvbrjG7fe+o2y/cLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF/tkkOGPW2ibWaBTkeZ/dvPWazXfOnnvL6jkRXpi85sFzZt+55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG/yVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6/OU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR/rg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x+MJiOA3YwhDRQrWU0u/0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0+a0uoiFH/xcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL+j3D/uwhBRdyAyozeZwvQzs79soi+BKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo/ybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM+3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho/VDkzQfLE+IrYoJXkD19pdP7OwG/voIUtagiWiZ4PAFTHHlTVhRZ7dYmPar+NJ+8JhmR6DFK5DV1foHoLNO/pHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj+i5++WZfKeViJfW5HnUakVL4UCNVkA4+ETfIqx4B5xSaP2L1yn0zn2ltPn4+OqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL/NNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE+cPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP+Kps8J9/3mGQIteY/LGPC+L7872SPR2br5fy8MtKBMHedGuM28/MZmPJMrGgi3Gb1S+Si1/L/zrZwO9XH1ce/z7ZQ1WSoY/+pMb5FT4ua0Wm+Jf/298nFmChEQ+Ti71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa/1IFO1/jdWr/8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc+KJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3/tM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB/yox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt/qMDnvLpPNTXfNa60z5/yjXQOMq+lNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd+RiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb/pBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap/30lnVESgNnvjbUoT6w9N+Xoio0qcYOIM+heg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X+PE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa+dAdAbMYX6HVF8A+7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf/Nf+Ny65BhYxxxV+77XJ2wfQ389/IQPgajXbwMsuAz/0IaQcXJavKbRqR2IqyZruXjVC2+hdee/5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab/wXl2CNe7s/qCtTvWgG5kpBmCBlSzDS/r8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8/NCfiOUVirYcBbIeA2+iF68rQIo3B/S628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935+k1efkV51mzzrM0LL3/20avnwMeKuWyOUZg2TasSqZ+KcZQiOn1Iu2Vh497ALUVZiCKt/gh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1/uzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb+okJ5JRDyf54Axur1D+WS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt+t/qW2+93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz+tJo+wijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF+kuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj+Z4i+42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA/hRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz+x+Fkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3/RTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY+uSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN+fiK86LeXj+Sc5lPKy+k/vCUI/DaLFYCWHr6nbXuILTIsb5imNKY/rCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T/yOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH+L0eCPxmsa5ZpgRJSDZ11yDv+jmbd86vxZfc1WcZJ3UkMq1BOOOVtvu/+pB+en186d3GTwWAw2jheaJs09/+LNfZft37DALyrNj1wABMuUKbODyTVnT/KYbJ3Tpq8IrNh92dkxOj5P/YpZx4/ycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB+cV99/eTF6294dA8+TK6v74MHVpYNRt/I30e8QGTOOdfGWzzxcy+87a7bLjw37rHw1nPzp0KyyRSeZO+QQhInt3dYgvycjrPOv+T8s1rptaP84VeywdWX2T4ysr0/7TLIs6+x9zib56ye1dM9e/XsZmePY3NDs9zlnNVt4+WgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS+XPplV2ts4bvCwZu+KzgITtxepaPRzWdpv74muvv6RO0SorX6cu/dqKn/XWnrtp/Zragz13DUCl5myiFW2Ycvb0PtsXnU+tx8pvLFbUspLX68mdegwmOif/NPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3/jdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx+6arPqbkcNAHoFPzKUUQ+qL0k97pjbZv1I/egC9zTFbrrlFpNdmea+gIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV/ScS+zjlASyUTVv/AJ46gkJI4bHX4lTnloctxPZE1ckS3+jG2fKIjkQFyzuo8jvYQG1OrGvJPSTu/nSp9PHNTl4z5hK/8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt/wkSx/JCmP5/cBKQfl/5gd+rOS/+p91/+YCg5CXK2W4M9fu+/6xxX+vnelVuldIDCG0VQTpU9Dw4pRfei+6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15+5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl/5bqzYqT9hMmptEXDgTqP3Wiye+sD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC/v8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4+Ti7W9D/OZrLChdwxmPNiBRqVjnpK/aGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3+OfU5/ieLS/NuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD+N2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad/3t2KTtPobnX6D8C8pd0MDP+Kx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE+JGTS3JoEhTrz8/CB+5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk+htwN5A0V3RCPoD/yXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps/t+0iCT3AHVtZC7JDCXfR7OSb/Xja5H3zQbZL1B+ULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset+nQWdS/ZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5+LhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW/3Q5Nn8BZEuzqEI7HK3n0+zFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj/mQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2/BWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY/yCZu/Amd5Or9uS3DYaeqVOhH7gZN/8I/wi1fEuLXvyNivibjuKvN+1Nc01HF/3h+ef/sOhox8MPd5SFucPjorQwXT+ytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP/79nbvCXFOY+PUjrT7/otsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9+pbs6E/Vu7Nk642/PYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu/19/5QW9Rv1U1ridT22i+53pzumbs+XFFXYC++CGsTj5JUT/GCgRt3n78i2n71FHG4/u6X++9+raya7os3ZbDmgWfXun44e+u2NZKuGZ0HiF8M4TlMPR+EU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l+uXrbjPUyep+8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq+NzK/OKSbsfl79o9G20R+brBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery/7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1+SdazRrfddkBU98t1htvWrbjqSqjaCguxrffM/5zDCpBALUycmajhd+R6ww4SWafuZ5eU+tPid4lgd3gt+b/Y9rQoZNmiXYPXyRHbRs8zX/f4WIFjWZJtUdSD55AP3xtXH+ZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy/8F0GoqYPv75Yh9j3x4DuJ+uEzHRpAq2lMqb+qfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT+LUgx0Pg/p87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv/u9ZUWUx+PYFueUKwaNvbtu+Xps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L/BehXuHqfaBwBEU7hfVLcXvS4VQv+T/vaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq+k4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S/tkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP+EaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP/dsZ8+fP75D/9Uu5Gs3FY/2SxPld0DHOciXI9gqjcEidXjE+3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8+LTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7++wW4gRDRbaxw2nrOGm+xOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot/FpHvIUjJovFEoYvHYV9C5Y/xN9OfcalvII37UEhTbTg/AQIaPb4Vz6j5u8/aViycMod/fkDcpu8QZbZoeBi/vbzP3XPsZvOubMtaPHkD9jt6+U2O7vqU/9C9SMvgrXpQNG/E0oJxun+CiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp/VAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y+pGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr+P2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr+P30f3OkPQ72aO0xYo3/EsmO3QO5qEF8S0qQH0UsKXv0brnl9+8M7jF174+DsfvPOl1au/RL5/9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x+4ofw+3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ+pYl+Sf8YcurfmXP5F/kj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0/OM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw+1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g+Rn533qkocdvLs2HmhU75br/MmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3/3pYNi3bS+Rd+GjOfVpAPNd6y64Gsz1GaZleWIPoYL/v9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk/Iojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB/36kP+K38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL+x03nhh+oNo5e77psxg9Q5LzebIKD+fsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O/kdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P/F7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF/BRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm+RdmIJQST/ZfVdudUvh9S/qqNvqT98g9SQ3lHibZY0mRVHooyDN/FHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi+d0s4+ztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr+1VZFcEZ/PdJkn1hOs8SXS/NFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq+rbyg1Z+O8VsNC1UmcvORPRfxtPrfRwL2p/oA1eZp6Z/aGffoewaXcA/xBlKlQLfhQL/oPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp/bXh5e5YXW2Ngfvza0ZF6UgFL/E0fTq4LBlvTE2qb/KuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8/VWi33c3bBZnGY05+dm+3qc7fNmj4YGKLj2nfqFP+g7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j+SYEWHlZ0K/Hgsh/Ztsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D+YVyKd0jw3iumwi/BC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc/J5uGm6CViW5mulYMk+HqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br+fcLyoAyu8D9B7bgmzUqfFobF5nKnK4+t8MPJkI/xHUNWk117jugWF+xazTAALQn6+UE9lhoI5ApGA/iuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL/3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n+jspIsHFjJrTOdzSMuOa9DbDcj/nH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U/8JbJZPJJLBLolH1La/RbF9AbC8JJjv/mMnssKjLRBJyqj9QXxNko0Ux/X79epfiXkm6fmKwF/en1HLc6LxloXWKvGa5rVCVL83VuiPcDEX/K5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS/kTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv/36k2sbqCeCFNa+URpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR+D79H56NOz0EVWCTy2/fffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ+T/El3uZqL+FyzSZ8XxpTiI/G0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ+euOeG2SORmKZr/qKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya+vlKqv6aXK1qIj3imL+L6hL+yvUlFfE0VKZ7E8gBY3M/8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry/LgZIlCeP11Z4zs/AwvVwtGFEut5S1JY4lfyT0N/evOLo+rUEgjcqc9IkGpQbv3iW7Co5b+KgjvpzYdH85PLcc4X21ouwEGl/S4qnUAvoSlXUUhR1eKr2VWFTB+GMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH/qPepXQ0Db77CJOAImohB+RPWr31ev5g/kE+zTa4lbvZo8xdWPffQu9yJTPCNB66s+zXoJt/0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0+3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80+UxfUHPlBZIRVNQ+v0xRm8REKPoLmNr0+Uo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV/+mfr0C0r/NkeXbbpPlOTBBwT0mVz1zx9S/wJecBF9Wgv3p032iP2v4VSgfgW2G+HUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt/QRasn2kri+H6L80MJRsmVYJrAKyDItpJUy3/15WYIJqcJ9Q5N/LFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb+IP8gHed+6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha/fJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG/XbOFz+Tcq2MLrcmV28Nmi/OHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw+luPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs+31Wm5qpH+iJWSzqdPr2O7zc2TmtnrzCig6bBd/vgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I/MAp9q9S3Q/clADNm1wEeO+xbwg5OIYHZLY3ehG5lJk2xhco+6JWybpEVz2wrR6hZyD0QXZbeDVB+onmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P+1fAll+SyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y+cf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY/f+ucuMtCuP/e4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn/+7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7/6B23+f+sp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz/Q0hI0m3NKDRfkgsrnamo+p0CAq1FyvC3a3Nak/s5VX282x9Ufy3E39VAx6o7LpCvO2wK+ch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5+jP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00/Wavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR+gufwA8GegxUEo4A+gd0BASHiH6jYMLIsUdQJTs/C641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW+AMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA/xUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA/E+DXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX/k/7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh/TK18StOPhwG9Xo5mqXAxvw/79YQwwDR+nAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw+oTFqxtz8dxwtogBnF9MjIl/in+K8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O+GC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6/OC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx+v1UKPsfvzQU0Kc83i2VdILmd2/yX55zT9luN2+Cu4nKfwPcK/CvDVU+pHh8+LaldIf1fA5h3ndT6Fln9/W/9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW/uib/ud+VK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M+VG0KsUdgdvpgP/6NqqP0/gHZFUfGEijZLHpiIgvV5/Bltrj8Qd7XQd5p4P+7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z/vvacG/rjpsvnpzs0B1Id6fmX8119l88XnOxe/uGrzzHcdu7UtY3+2vmXN5zUyj3ZcPl8p1sZSs6/nGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q+lwg1RdRSpFDNzosb44YJXnAfoEOpZW//6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21/BWW5DnPQbn2X1WK43/aM2n18DfSoybbNHijFpamzXI31eRibGUOxSu/lT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO/VjC/EinToFyoNDz2p9XD6g78WgQdPG7Z3R0T/Z5dTM9lsL8Ktek7szl2L+gQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T/4VeamYPlLtffdQsk+2sUTY/zDXl/05W53/Bz9UK3p7LjapZ2ZxOm+UlZXrL3HHGqO8+wVroDaCTTnTxitMxmiAAYQzVJQH+nj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj/9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz+3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62/qN/tjQxnSnhnKPw+LNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh/LvQZnt0evgIhTFV0kE/PYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8/Cj1Y9NY6cnGVW0CjTLaz7E3epvaT/LtTV72Rs+0WVVmd0dz/MGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf/z+fdka+eKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ+bewnf18ap4Ib+mSMrtDU5zqlD8QANa5MBGh/OwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq+7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2+YuMbmE9dwGYB4KFTsvnDE6Ah47r/fE3AYI+oXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU/A/Jsw+vWDa/7emewLaoeibaF1B9qUNnuqWK3+UfXYVL1v/omD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk+gk8pL0mcCDOn08MDAQlf+/SlTZ1z12fnqntOhbOTL9/ZdevbAPN+yby1f/uUtC/ixm8ZBo59LTXEW060hGrTDplNprWd58fwB/b/E27BdS/s7U+rGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt+Kh6HN4ti6lxIhT/wahnZtWwzlY9QHQ2c79C+dxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah/PFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn+2MnYv36dbMDBTonl/T/ma5IKAyEGz+4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK/yp/gLEBVat5WnPDdKA574ubuFJ/IUfZ/Y2Nt6mN+ZNNTSTaeI56gKwkXerTe9DDHUw8/H35FY3nNN7GGuBKWhrV9ep+0k1WjNWVaHkW1yA+QHWNu8rtBw2a5YXuE40rs7/GA+j09V3hA98yRnFPOGr8ltGlsFdD/7tRce3LH6Trcneuiy7K7J3khKu+3qUaXPWaX7T6/Kfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM+0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz+XmcOs1H31U6cC6RTVLfCg7RNBF1UF2/wBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH+WC0E1qOGtP66s1MYv+VLu8/XFXvV/ZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86/1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp/lYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm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t=v.left-N.left,i=t+m-d,s=v.top-N.top,a=s+g-c,h={target:{element:_,left:v.left,top:v.top,width:m,height:g},element:{element:u,left:N.left,top:N.top,width:d,height:c},horizontal:0>i?"left":t>0?"right":"center",vertical:0>a?"top":s>0?"bottom":"middle"};d>m&&m>r(t+i)&&(h.horizontal="center"),c>g&&g>r(s+a)&&(h.vertical="middle"),h.important=o(r(t),r(i))>o(r(s),r(a))?"horizontal":"vertical",n.using.call(this,e,h)}),u.offset(e.extend(N,{using:l}))})},e.ui.position={fit:{left:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollLeft:s.offset.left,a=s.width,r=e.left-t.collisionPosition.marginLeft,h=n-r,l=r+t.collisionWidth-a-n;t.collisionWidth>a?h>0&&0>=l?(i=e.left+h+t.collisionWidth-a-n,e.left+=h-i):e.left=l>0&&0>=h?n:h>l?n+a-t.collisionWidth:n:h>0?e.left+=h:l>0?e.left-=l:e.left=o(e.left-r,e.left)},top:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollTop:s.offset.top,a=t.within.height,r=e.top-t.collisionPosition.marginTop,h=n-r,l=r+t.collisionHeight-a-n;t.collisionHeight>a?h>0&&0>=l?(i=e.top+h+t.collisionHeight-a-n,e.top+=h-i):e.top=l>0&&0>=h?n:h>l?n+a-t.collisionHeight:n:h>0?e.top+=h:l>0?e.top-=l:e.top=o(e.top-r,e.top)}},flip:{left:function(e,t){var i,s,n=t.within,a=n.offset.left+n.scrollLeft,o=n.width,h=n.isWindow?n.scrollLeft:n.offset.left,l=e.left-t.collisionPosition.marginLeft,u=l-h,d=l+t.collisionWidth-o-h,c="left"===t.my[0]?-t.elemWidth:"right"===t.my[0]?t.elemWidth:0,p="left"===t.at[0]?t.targetWidth:"right"===t.at[0]?-t.targetWidth:0,f=-2*t.offset[0];0>u?(i=e.left+c+p+f+t.collisionWidth-o-a,(0>i||r(u)>i)&&(e.left+=c+p+f)):d>0&&(s=e.left-t.collisionPosition.marginLeft+c+p+f-h,(s>0||d>r(s))&&(e.left+=c+p+f))},top:function(e,t){var i,s,n=t.within,a=n.offset.top+n.scrollTop,o=n.height,h=n.isWindow?n.scrollTop:n.offset.top,l=e.top-t.collisionPosition.marginTop,u=l-h,d=l+t.collisionHeight-o-h,c="top"===t.my[1],p=c?-t.elemHeight:"bottom"===t.my[1]?t.elemHeight:0,f="top"===t.at[1]?t.targetHeight:"bottom"===t.at[1]?-t.targetHeight:0,m=-2*t.offset[1];0>u?(s=e.top+p+f+m+t.collisionHeight-o-a,(0>s||r(u)>s)&&(e.top+=p+f+m)):d>0&&(i=e.top-t.collisionPosition.marginTop+p+f+m-h,(i>0||d>r(i))&&(e.top+=p+f+m))}},flipfit:{left:function(){e.ui.position.flip.left.apply(this,arguments),e.ui.position.fit.left.apply(this,arguments)},top:function(){e.ui.position.flip.top.apply(this,arguments),e.ui.position.fit.top.apply(this,arguments)}}},function(){var t,i,s,n,o,r=document.getElementsByTagName("body")[0],h=document.createElement("div");t=document.createElement(r?"div":"body"),s={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},r&&e.extend(s,{position:"absolute",left:"-1000px",top:"-1000px"});for(o in s)t.style[o]=s[o];t.appendChild(h),i=r||document.documentElement,i.insertBefore(t,i.firstChild),h.style.cssText="position: absolute; left: 10.7432222px;",n=e(h).offset().left,a=n>10&&11>n,t.innerHTML="",i.removeChild(t)}()}(),e.ui.position,e.widget("ui.draggable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"===this.options.helper&&this._setPositionRelative(),this.options.addClasses&&this.element.addClass("ui-draggable"),this.options.disabled&&this.element.addClass("ui-draggable-disabled"),this._setHandleClassName(),this._mouseInit()},_setOption:function(e,t){this._super(e,t),"handle"===e&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){return(this.helper||this.element).is(".ui-draggable-dragging")?(this.destroyOnClear=!0,void 0):(this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._removeHandleClassName(),this._mouseDestroy(),void 0)},_mouseCapture:function(t){var i=this.options;return this._blurActiveElement(t),this.helper||i.disabled||e(t.target).closest(".ui-resizable-handle").length>0?!1:(this.handle=this._getHandle(t),this.handle?(this._blockFrames(i.iframeFix===!0?"iframe":i.iframeFix),!0):!1)},_blockFrames:function(t){this.iframeBlocks=this.document.find(t).map(function(){var t=e(this);return e("<div>").css("position","absolute").appendTo(t.parent()).outerWidth(t.outerWidth()).outerHeight(t.outerHeight()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_blurActiveElement:function(t){var i=this.document[0];if(this.handleElement.is(t.target))try{i.activeElement&&"body"!==i.activeElement.nodeName.toLowerCase()&&e(i.activeElement).blur()}catch(s){}},_mouseStart:function(t){var i=this.options;return this.helper=this._createHelper(t),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),e.ui.ddmanager&&(e.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=this.helper.parents().filter(function(){return"fixed"===e(this).css("position")}).length>0,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,i.cursorAt&&this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",t)===!1?(this._clear(),!1):(this._cacheHelperProportions(),e.ui.ddmanager&&!i.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this._normalizeRightBottom(),this._mouseDrag(t,!0),e.ui.ddmanager&&e.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(e){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:e.pageX-this.offset.left,top:e.pageY-this.offset.top}},_mouseDrag:function(t,i){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!i){var s=this._uiHash();if(this._trigger("drag",t,s)===!1)return this._mouseUp({}),!1;this.position=s.position}return this.helper[0].style.left=this.position.left+"px",this.helper[0].style.top=this.position.top+"px",e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),!1},_mouseStop:function(t){var i=this,s=!1;return e.ui.ddmanager&&!this.options.dropBehaviour&&(s=e.ui.ddmanager.drop(this,t)),this.dropped&&(s=this.dropped,this.dropped=!1),"invalid"===this.options.revert&&!s||"valid"===this.options.revert&&s||this.options.revert===!0||e.isFunction(this.options.revert)&&this.options.revert.call(this.element,s)?e(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",t)!==!1&&i._clear()}):this._trigger("stop",t)!==!1&&this._clear(),!1},_mouseUp:function(t){return this._unblockFrames(),e.ui.ddmanager&&e.ui.ddmanager.dragStop(this,t),this.handleElement.is(t.target)&&this.element.focus(),e.ui.mouse.prototype._mouseUp.call(this,t)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(t){return this.options.handle?!!e(t.target).closest(this.element.find(this.options.handle)).length:!0},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this.handleElement.addClass("ui-draggable-handle")},_removeHandleClassName:function(){this.handleElement.removeClass("ui-draggable-handle")},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper),n=s?e(i.helper.apply(this.element[0],[t])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),s&&n[0]===this.element[0]&&this._setPositionRelative(),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(e){return/(html|body)/i.test(e.tagName)||e===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),i=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==i&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),this._isRootNode(this.offsetParent[0])&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var e=this.element.position(),t=this._isRootNode(this.scrollParent[0]);return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+(t?0:this.scrollParent.scrollTop()),left:e.left-(parseInt(this.helper.css("left"),10)||0)+(t?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options,a=this.document[0];return this.relativeContainer=null,n.containment?"window"===n.containment?(this.containment=[e(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,e(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,e(window).scrollLeft()+e(window).width()-this.helperProportions.width-this.margins.left,e(window).scrollTop()+(e(window).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):"document"===n.containment?(this.containment=[0,0,e(a).width()-this.helperProportions.width-this.margins.left,(e(a).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):n.containment.constructor===Array?(this.containment=n.containment,void 0):("parent"===n.containment&&(n.containment=this.helper[0].parentNode),i=e(n.containment),s=i[0],s&&(t=/(scroll|auto)/.test(i.css("overflow")),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(t?Math.max(s.scrollWidth,s.offsetWidth):s.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(s.scrollHeight,s.offsetHeight):s.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=i),void 0):(this.containment=null,void 0)},_convertPositionTo:function(e,t){t||(t=this.position);var i="absolute"===e?1:-1,s=this._isRootNode(this.scrollParent[0]);return{top:t.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:s?0:this.offset.scroll.top)*i,left:t.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:s?0:this.offset.scroll.left)*i}},_generatePosition:function(e,t){var i,s,n,a,o=this.options,r=this._isRootNode(this.scrollParent[0]),h=e.pageX,l=e.pageY;return r&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),t&&(this.containment&&(this.relativeContainer?(s=this.relativeContainer.offset(),i=[this.containment[0]+s.left,this.containment[1]+s.top,this.containment[2]+s.left,this.containment[3]+s.top]):i=this.containment,e.pageX-this.offset.click.left<i[0]&&(h=i[0]+this.offset.click.left),e.pageY-this.offset.click.top<i[1]&&(l=i[1]+this.offset.click.top),e.pageX-this.offset.click.left>i[2]&&(h=i[2]+this.offset.click.left),e.pageY-this.offset.click.top>i[3]&&(l=i[3]+this.offset.click.top)),o.grid&&(n=o.grid[1]?this.originalPageY+Math.round((l-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,l=i?n-this.offset.click.top>=i[1]||n-this.offset.click.top>i[3]?n:n-this.offset.click.top>=i[1]?n-o.grid[1]:n+o.grid[1]:n,a=o.grid[0]?this.originalPageX+Math.round((h-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,h=i?a-this.offset.click.left>=i[0]||a-this.offset.click.left>i[2]?a:a-this.offset.click.left>=i[0]?a-o.grid[0]:a+o.grid[0]:a),"y"===o.axis&&(h=this.originalPageX),"x"===o.axis&&(l=this.originalPageY)),{top:l-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:r?0:this.offset.scroll.top),left:h-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:r?0:this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_normalizeRightBottom:function(){"y"!==this.options.axis&&"auto"!==this.helper.css("right")&&(this.helper.width(this.helper.width()),this.helper.css("right","auto")),"x"!==this.options.axis&&"auto"!==this.helper.css("bottom")&&(this.helper.height(this.helper.height()),this.helper.css("bottom","auto"))},_trigger:function(t,i,s){return s=s||this._uiHash(),e.ui.plugin.call(this,t,[i,s,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),s.offset=this.positionAbs),e.Widget.prototype._trigger.call(this,t,i,s)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),e.ui.plugin.add("draggable","connectToSortable",{start:function(t,i,s){var n=e.extend({},i,{item:s.element});s.sortables=[],e(s.options.connectToSortable).each(function(){var i=e(this).sortable("instance");i&&!i.options.disabled&&(s.sortables.push(i),i.refreshPositions(),i._trigger("activate",t,n))})},stop:function(t,i,s){var n=e.extend({},i,{item:s.element});s.cancelHelperRemoval=!1,e.each(s.sortables,function(){var e=this;e.isOver?(e.isOver=0,s.cancelHelperRemoval=!0,e.cancelHelperRemoval=!1,e._storedCSS={position:e.placeholder.css("position"),top:e.placeholder.css("top"),left:e.placeholder.css("left")},e._mouseStop(t),e.options.helper=e.options._helper):(e.cancelHelperRemoval=!0,e._trigger("deactivate",t,n))})},drag:function(t,i,s){e.each(s.sortables,function(){var n=!1,a=this;a.positionAbs=s.positionAbs,a.helperProportions=s.helperProportions,a.offset.click=s.offset.click,a._intersectsWith(a.containerCache)&&(n=!0,e.each(s.sortables,function(){return this.positionAbs=s.positionAbs,this.helperProportions=s.helperProportions,this.offset.click=s.offset.click,this!==a&&this._intersectsWith(this.containerCache)&&e.contains(a.element[0],this.element[0])&&(n=!1),n -})),n?(a.isOver||(a.isOver=1,s._parent=i.helper.parent(),a.currentItem=i.helper.appendTo(a.element).data("ui-sortable-item",!0),a.options._helper=a.options.helper,a.options.helper=function(){return i.helper[0]},t.target=a.currentItem[0],a._mouseCapture(t,!0),a._mouseStart(t,!0,!0),a.offset.click.top=s.offset.click.top,a.offset.click.left=s.offset.click.left,a.offset.parent.left-=s.offset.parent.left-a.offset.parent.left,a.offset.parent.top-=s.offset.parent.top-a.offset.parent.top,s._trigger("toSortable",t),s.dropped=a.element,e.each(s.sortables,function(){this.refreshPositions()}),s.currentItem=s.element,a.fromOutside=s),a.currentItem&&(a._mouseDrag(t),i.position=a.position)):a.isOver&&(a.isOver=0,a.cancelHelperRemoval=!0,a.options._revert=a.options.revert,a.options.revert=!1,a._trigger("out",t,a._uiHash(a)),a._mouseStop(t,!0),a.options.revert=a.options._revert,a.options.helper=a.options._helper,a.placeholder&&a.placeholder.remove(),i.helper.appendTo(s._parent),s._refreshOffsets(t),i.position=s._generatePosition(t,!0),s._trigger("fromSortable",t),s.dropped=!1,e.each(s.sortables,function(){this.refreshPositions()}))})}}),e.ui.plugin.add("draggable","cursor",{start:function(t,i,s){var n=e("body"),a=s.options;n.css("cursor")&&(a._cursor=n.css("cursor")),n.css("cursor",a.cursor)},stop:function(t,i,s){var n=s.options;n._cursor&&e("body").css("cursor",n._cursor)}}),e.ui.plugin.add("draggable","opacity",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("opacity")&&(a._opacity=n.css("opacity")),n.css("opacity",a.opacity)},stop:function(t,i,s){var n=s.options;n._opacity&&e(i.helper).css("opacity",n._opacity)}}),e.ui.plugin.add("draggable","scroll",{start:function(e,t,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,i,s){var n=s.options,a=!1,o=s.scrollParentNotHidden[0],r=s.document[0];o!==r&&"HTML"!==o.tagName?(n.axis&&"x"===n.axis||(s.overflowOffset.top+o.offsetHeight-t.pageY<n.scrollSensitivity?o.scrollTop=a=o.scrollTop+n.scrollSpeed:t.pageY-s.overflowOffset.top<n.scrollSensitivity&&(o.scrollTop=a=o.scrollTop-n.scrollSpeed)),n.axis&&"y"===n.axis||(s.overflowOffset.left+o.offsetWidth-t.pageX<n.scrollSensitivity?o.scrollLeft=a=o.scrollLeft+n.scrollSpeed:t.pageX-s.overflowOffset.left<n.scrollSensitivity&&(o.scrollLeft=a=o.scrollLeft-n.scrollSpeed))):(n.axis&&"x"===n.axis||(t.pageY-e(r).scrollTop()<n.scrollSensitivity?a=e(r).scrollTop(e(r).scrollTop()-n.scrollSpeed):e(window).height()-(t.pageY-e(r).scrollTop())<n.scrollSensitivity&&(a=e(r).scrollTop(e(r).scrollTop()+n.scrollSpeed))),n.axis&&"y"===n.axis||(t.pageX-e(r).scrollLeft()<n.scrollSensitivity?a=e(r).scrollLeft(e(r).scrollLeft()-n.scrollSpeed):e(window).width()-(t.pageX-e(r).scrollLeft())<n.scrollSensitivity&&(a=e(r).scrollLeft(e(r).scrollLeft()+n.scrollSpeed)))),a!==!1&&e.ui.ddmanager&&!n.dropBehaviour&&e.ui.ddmanager.prepareOffsets(s,t)}}),e.ui.plugin.add("draggable","snap",{start:function(t,i,s){var n=s.options;s.snapElements=[],e(n.snap.constructor!==String?n.snap.items||":data(ui-draggable)":n.snap).each(function(){var t=e(this),i=t.offset();this!==s.element[0]&&s.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:i.top,left:i.left})})},drag:function(t,i,s){var n,a,o,r,h,l,u,d,c,p,f=s.options,m=f.snapTolerance,g=i.offset.left,v=g+s.helperProportions.width,y=i.offset.top,b=y+s.helperProportions.height;for(c=s.snapElements.length-1;c>=0;c--)h=s.snapElements[c].left-s.margins.left,l=h+s.snapElements[c].width,u=s.snapElements[c].top-s.margins.top,d=u+s.snapElements[c].height,h-m>v||g>l+m||u-m>b||y>d+m||!e.contains(s.snapElements[c].item.ownerDocument,s.snapElements[c].item)?(s.snapElements[c].snapping&&s.options.snap.release&&s.options.snap.release.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=!1):("inner"!==f.snapMode&&(n=m>=Math.abs(u-b),a=m>=Math.abs(d-y),o=m>=Math.abs(h-v),r=m>=Math.abs(l-g),n&&(i.position.top=s._convertPositionTo("relative",{top:u-s.helperProportions.height,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h-s.helperProportions.width}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l}).left)),p=n||a||o||r,"outer"!==f.snapMode&&(n=m>=Math.abs(u-y),a=m>=Math.abs(d-b),o=m>=Math.abs(h-g),r=m>=Math.abs(l-v),n&&(i.position.top=s._convertPositionTo("relative",{top:u,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d-s.helperProportions.height,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l-s.helperProportions.width}).left)),!s.snapElements[c].snapping&&(n||a||o||r||p)&&s.options.snap.snap&&s.options.snap.snap.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=n||a||o||r||p)}}),e.ui.plugin.add("draggable","stack",{start:function(t,i,s){var n,a=s.options,o=e.makeArray(e(a.stack)).sort(function(t,i){return(parseInt(e(t).css("zIndex"),10)||0)-(parseInt(e(i).css("zIndex"),10)||0)});o.length&&(n=parseInt(e(o[0]).css("zIndex"),10)||0,e(o).each(function(t){e(this).css("zIndex",n+t)}),this.css("zIndex",n+o.length))}}),e.ui.plugin.add("draggable","zIndex",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("zIndex")&&(a._zIndex=n.css("zIndex")),n.css("zIndex",a.zIndex)},stop:function(t,i,s){var n=s.options;n._zIndex&&e(i.helper).css("zIndex",n._zIndex)}}),e.ui.draggable,e.widget("ui.droppable",{version:"1.11.4",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,i=this.options,s=i.accept;this.isover=!1,this.isout=!0,this.accept=e.isFunction(s)?s:function(e){return e.is(s)},this.proportions=function(){return arguments.length?(t=arguments[0],void 0):t?t:t={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight}},this._addToManager(i.scope),i.addClasses&&this.element.addClass("ui-droppable")},_addToManager:function(t){e.ui.ddmanager.droppables[t]=e.ui.ddmanager.droppables[t]||[],e.ui.ddmanager.droppables[t].push(this)},_splice:function(e){for(var t=0;e.length>t;t++)e[t]===this&&e.splice(t,1)},_destroy:function(){var t=e.ui.ddmanager.droppables[this.options.scope];this._splice(t),this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(t,i){if("accept"===t)this.accept=e.isFunction(i)?i:function(e){return e.is(i)};else if("scope"===t){var s=e.ui.ddmanager.droppables[this.options.scope];this._splice(s),this._addToManager(i)}this._super(t,i)},_activate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.addClass(this.options.activeClass),i&&this._trigger("activate",t,this.ui(i))},_deactivate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.removeClass(this.options.activeClass),i&&this._trigger("deactivate",t,this.ui(i))},_over:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.addClass(this.options.hoverClass),this._trigger("over",t,this.ui(i)))},_out:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("out",t,this.ui(i)))},_drop:function(t,i){var s=i||e.ui.ddmanager.current,n=!1;return s&&(s.currentItem||s.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var i=e(this).droppable("instance");return i.options.greedy&&!i.options.disabled&&i.options.scope===s.options.scope&&i.accept.call(i.element[0],s.currentItem||s.element)&&e.ui.intersect(s,e.extend(i,{offset:i.element.offset()}),i.options.tolerance,t)?(n=!0,!1):void 0}),n?!1:this.accept.call(this.element[0],s.currentItem||s.element)?(this.options.activeClass&&this.element.removeClass(this.options.activeClass),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("drop",t,this.ui(s)),this.element):!1):!1},ui:function(e){return{draggable:e.currentItem||e.element,helper:e.helper,position:e.position,offset:e.positionAbs}}}),e.ui.intersect=function(){function e(e,t,i){return e>=t&&t+i>e}return function(t,i,s,n){if(!i.offset)return!1;var a=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,r=a+t.helperProportions.width,h=o+t.helperProportions.height,l=i.offset.left,u=i.offset.top,d=l+i.proportions().width,c=u+i.proportions().height;switch(s){case"fit":return a>=l&&d>=r&&o>=u&&c>=h;case"intersect":return a+t.helperProportions.width/2>l&&d>r-t.helperProportions.width/2&&o+t.helperProportions.height/2>u&&c>h-t.helperProportions.height/2;case"pointer":return e(n.pageY,u,i.proportions().height)&&e(n.pageX,l,i.proportions().width);case"touch":return(o>=u&&c>=o||h>=u&&c>=h||u>o&&h>c)&&(a>=l&&d>=a||r>=l&&d>=r||l>a&&r>d);default:return!1}}}(),e.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(t,i){var s,n,a=e.ui.ddmanager.droppables[t.options.scope]||[],o=i?i.type:null,r=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();e:for(s=0;a.length>s;s++)if(!(a[s].options.disabled||t&&!a[s].accept.call(a[s].element[0],t.currentItem||t.element))){for(n=0;r.length>n;n++)if(r[n]===a[s].element[0]){a[s].proportions().height=0;continue e}a[s].visible="none"!==a[s].element.css("display"),a[s].visible&&("mousedown"===o&&a[s]._activate.call(a[s],i),a[s].offset=a[s].element.offset(),a[s].proportions({width:a[s].element[0].offsetWidth,height:a[s].element[0].offsetHeight}))}},drop:function(t,i){var s=!1;return e.each((e.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&e.ui.intersect(t,this,this.options.tolerance,i)&&(s=this._drop.call(this,i)||s),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),s},dragStart:function(t,i){t.element.parentsUntil("body").bind("scroll.droppable",function(){t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)})},drag:function(t,i){t.options.refreshPositions&&e.ui.ddmanager.prepareOffsets(t,i),e.each(e.ui.ddmanager.droppables[t.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var s,n,a,o=e.ui.intersect(t,this,this.options.tolerance,i),r=!o&&this.isover?"isout":o&&!this.isover?"isover":null;r&&(this.options.greedy&&(n=this.options.scope,a=this.element.parents(":data(ui-droppable)").filter(function(){return e(this).droppable("instance").options.scope===n}),a.length&&(s=e(a[0]).droppable("instance"),s.greedyChild="isover"===r)),s&&"isover"===r&&(s.isover=!1,s.isout=!0,s._out.call(s,i)),this[r]=!0,this["isout"===r?"isover":"isout"]=!1,this["isover"===r?"_over":"_out"].call(this,i),s&&"isout"===r&&(s.isout=!1,s.isover=!0,s._over.call(s,i)))}})},dragStop:function(t,i){t.element.parentsUntil("body").unbind("scroll.droppable"),t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)}},e.ui.droppable,e.widget("ui.resizable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_num:function(e){return parseInt(e,10)||0},_isNumber:function(e){return!isNaN(parseInt(e,10))},_hasScroll:function(t,i){if("hidden"===e(t).css("overflow"))return!1;var s=i&&"left"===i?"scrollLeft":"scrollTop",n=!1;return t[s]>0?!0:(t[s]=1,n=t[s]>0,t[s]=0,n)},_create:function(){var t,i,s,n,a,o=this,r=this.options;if(this.element.addClass("ui-resizable"),e.extend(this,{_aspectRatio:!!r.aspectRatio,aspectRatio:r.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:r.helper||r.ghost||r.animate?r.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(e("<div class='ui-wrapper' style='overflow: hidden;'></div>").css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=r.handles||(e(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=e(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),t=this.handles.split(","),this.handles={},i=0;t.length>i;i++)s=e.trim(t[i]),a="ui-resizable-"+s,n=e("<div class='ui-resizable-handle "+a+"'></div>"),n.css({zIndex:r.zIndex}),"se"===s&&n.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[s]=".ui-resizable-"+s,this.element.append(n);this._renderAxis=function(t){var i,s,n,a;t=t||this.element;for(i in this.handles)this.handles[i].constructor===String?this.handles[i]=this.element.children(this.handles[i]).first().show():(this.handles[i].jquery||this.handles[i].nodeType)&&(this.handles[i]=e(this.handles[i]),this._on(this.handles[i],{mousedown:o._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(s=e(this.handles[i],this.element),a=/sw|ne|nw|se|n|s/.test(i)?s.outerHeight():s.outerWidth(),n=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),t.css(n,a),this._proportionallyResize()),this._handles=this._handles.add(this.handles[i])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=n&&n[1]?n[1]:"se")}),r.autoHide&&(this._handles.hide(),e(this.element).addClass("ui-resizable-autohide").mouseenter(function(){r.disabled||(e(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){r.disabled||o.resizing||(e(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var t,i=function(t){e(t).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&&(i(this.element),t=this.element,this.originalElement.css({position:t.css("position"),width:t.outerWidth(),height:t.outerHeight(),top:t.css("top"),left:t.css("left")}).insertAfter(t),t.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(t){var i,s,n=!1;for(i in this.handles)s=e(this.handles[i])[0],(s===t.target||e.contains(s,t.target))&&(n=!0);return!this.options.disabled&&n},_mouseStart:function(t){var i,s,n,a=this.options,o=this.element;return this.resizing=!0,this._renderProxy(),i=this._num(this.helper.css("left")),s=this._num(this.helper.css("top")),a.containment&&(i+=e(a.containment).scrollLeft()||0,s+=e(a.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:i,top:s},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:o.width(),height:o.height()},this.originalSize=this._helper?{width:o.outerWidth(),height:o.outerHeight()}:{width:o.width(),height:o.height()},this.sizeDiff={width:o.outerWidth()-o.width(),height:o.outerHeight()-o.height()},this.originalPosition={left:i,top:s},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof a.aspectRatio?a.aspectRatio:this.originalSize.width/this.originalSize.height||1,n=e(".ui-resizable-"+this.axis).css("cursor"),e("body").css("cursor","auto"===n?this.axis+"-resize":n),o.addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var i,s,n=this.originalMousePosition,a=this.axis,o=t.pageX-n.left||0,r=t.pageY-n.top||0,h=this._change[a];return this._updatePrevProperties(),h?(i=h.apply(this,[t,o,r]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(i=this._updateRatio(i,t)),i=this._respectSize(i,t),this._updateCache(i),this._propagate("resize",t),s=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),e.isEmptyObject(s)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges()),!1):!1},_mouseStop:function(t){this.resizing=!1;var i,s,n,a,o,r,h,l=this.options,u=this;return this._helper&&(i=this._proportionallyResizeElements,s=i.length&&/textarea/i.test(i[0].nodeName),n=s&&this._hasScroll(i[0],"left")?0:u.sizeDiff.height,a=s?0:u.sizeDiff.width,o={width:u.helper.width()-a,height:u.helper.height()-n},r=parseInt(u.element.css("left"),10)+(u.position.left-u.originalPosition.left)||null,h=parseInt(u.element.css("top"),10)+(u.position.top-u.originalPosition.top)||null,l.animate||this.element.css(e.extend(o,{top:h,left:r})),u.helper.height(u.size.height),u.helper.width(u.size.width),this._helper&&!l.animate&&this._proportionallyResize()),e("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var e={};return this.position.top!==this.prevPosition.top&&(e.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(e.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(e.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(e.height=this.size.height+"px"),this.helper.css(e),e},_updateVirtualBoundaries:function(e){var t,i,s,n,a,o=this.options;a={minWidth:this._isNumber(o.minWidth)?o.minWidth:0,maxWidth:this._isNumber(o.maxWidth)?o.maxWidth:1/0,minHeight:this._isNumber(o.minHeight)?o.minHeight:0,maxHeight:this._isNumber(o.maxHeight)?o.maxHeight:1/0},(this._aspectRatio||e)&&(t=a.minHeight*this.aspectRatio,s=a.minWidth/this.aspectRatio,i=a.maxHeight*this.aspectRatio,n=a.maxWidth/this.aspectRatio,t>a.minWidth&&(a.minWidth=t),s>a.minHeight&&(a.minHeight=s),a.maxWidth>i&&(a.maxWidth=i),a.maxHeight>n&&(a.maxHeight=n)),this._vBoundaries=a},_updateCache:function(e){this.offset=this.helper.offset(),this._isNumber(e.left)&&(this.position.left=e.left),this._isNumber(e.top)&&(this.position.top=e.top),this._isNumber(e.height)&&(this.size.height=e.height),this._isNumber(e.width)&&(this.size.width=e.width)},_updateRatio:function(e){var t=this.position,i=this.size,s=this.axis;return this._isNumber(e.height)?e.width=e.height*this.aspectRatio:this._isNumber(e.width)&&(e.height=e.width/this.aspectRatio),"sw"===s&&(e.left=t.left+(i.width-e.width),e.top=null),"nw"===s&&(e.top=t.top+(i.height-e.height),e.left=t.left+(i.width-e.width)),e},_respectSize:function(e){var t=this._vBoundaries,i=this.axis,s=this._isNumber(e.width)&&t.maxWidth&&t.maxWidth<e.width,n=this._isNumber(e.height)&&t.maxHeight&&t.maxHeight<e.height,a=this._isNumber(e.width)&&t.minWidth&&t.minWidth>e.width,o=this._isNumber(e.height)&&t.minHeight&&t.minHeight>e.height,r=this.originalPosition.left+this.originalSize.width,h=this.position.top+this.size.height,l=/sw|nw|w/.test(i),u=/nw|ne|n/.test(i);return a&&(e.width=t.minWidth),o&&(e.height=t.minHeight),s&&(e.width=t.maxWidth),n&&(e.height=t.maxHeight),a&&l&&(e.left=r-t.minWidth),s&&l&&(e.left=r-t.maxWidth),o&&u&&(e.top=h-t.minHeight),n&&u&&(e.top=h-t.maxHeight),e.width||e.height||e.left||!e.top?e.width||e.height||e.top||!e.left||(e.left=null):e.top=null,e},_getPaddingPlusBorderDimensions:function(e){for(var t=0,i=[],s=[e.css("borderTopWidth"),e.css("borderRightWidth"),e.css("borderBottomWidth"),e.css("borderLeftWidth")],n=[e.css("paddingTop"),e.css("paddingRight"),e.css("paddingBottom"),e.css("paddingLeft")];4>t;t++)i[t]=parseInt(s[t],10)||0,i[t]+=parseInt(n[t],10)||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var e,t=0,i=this.helper||this.element;this._proportionallyResizeElements.length>t;t++)e=this._proportionallyResizeElements[t],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(e)),e.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,i=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||e("<div style='overflow:hidden;'></div>"),this.helper.addClass(this._helper).css({width:this.element.outerWidth()-1,height:this.element.outerHeight()-1,position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++i.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(e,t){return{width:this.originalSize.width+t}},w:function(e,t){var i=this.originalSize,s=this.originalPosition;return{left:s.left+t,width:i.width-t}},n:function(e,t,i){var s=this.originalSize,n=this.originalPosition;return{top:n.top+i,height:s.height-i}},s:function(e,t,i){return{height:this.originalSize.height+i}},se:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},sw:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,i,s]))},ne:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},nw:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,i,s]))}},_propagate:function(t,i){e.ui.plugin.call(this,t,[i,this.ui()]),"resize"!==t&&this._trigger(t,i,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),e.ui.plugin.add("resizable","animate",{stop:function(t){var i=e(this).resizable("instance"),s=i.options,n=i._proportionallyResizeElements,a=n.length&&/textarea/i.test(n[0].nodeName),o=a&&i._hasScroll(n[0],"left")?0:i.sizeDiff.height,r=a?0:i.sizeDiff.width,h={width:i.size.width-r,height:i.size.height-o},l=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,u=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(e.extend(h,u&&l?{top:u,left:l}:{}),{duration:s.animateDuration,easing:s.animateEasing,step:function(){var s={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};n&&n.length&&e(n[0]).css({width:s.width,height:s.height}),i._updateCache(s),i._propagate("resize",t)}})}}),e.ui.plugin.add("resizable","containment",{start:function(){var t,i,s,n,a,o,r,h=e(this).resizable("instance"),l=h.options,u=h.element,d=l.containment,c=d instanceof e?d.get(0):/parent/.test(d)?u.parent().get(0):d;c&&(h.containerElement=e(c),/document/.test(d)||d===document?(h.containerOffset={left:0,top:0},h.containerPosition={left:0,top:0},h.parentData={element:e(document),left:0,top:0,width:e(document).width(),height:e(document).height()||document.body.parentNode.scrollHeight}):(t=e(c),i=[],e(["Top","Right","Left","Bottom"]).each(function(e,s){i[e]=h._num(t.css("padding"+s))}),h.containerOffset=t.offset(),h.containerPosition=t.position(),h.containerSize={height:t.innerHeight()-i[3],width:t.innerWidth()-i[1]},s=h.containerOffset,n=h.containerSize.height,a=h.containerSize.width,o=h._hasScroll(c,"left")?c.scrollWidth:a,r=h._hasScroll(c)?c.scrollHeight:n,h.parentData={element:c,left:s.left,top:s.top,width:o,height:r}))},resize:function(t){var i,s,n,a,o=e(this).resizable("instance"),r=o.options,h=o.containerOffset,l=o.position,u=o._aspectRatio||t.shiftKey,d={top:0,left:0},c=o.containerElement,p=!0;c[0]!==document&&/static/.test(c.css("position"))&&(d=h),l.left<(o._helper?h.left:0)&&(o.size.width=o.size.width+(o._helper?o.position.left-h.left:o.position.left-d.left),u&&(o.size.height=o.size.width/o.aspectRatio,p=!1),o.position.left=r.helper?h.left:0),l.top<(o._helper?h.top:0)&&(o.size.height=o.size.height+(o._helper?o.position.top-h.top:o.position.top),u&&(o.size.width=o.size.height*o.aspectRatio,p=!1),o.position.top=o._helper?h.top:0),n=o.containerElement.get(0)===o.element.parent().get(0),a=/relative|absolute/.test(o.containerElement.css("position")),n&&a?(o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top):(o.offset.left=o.element.offset().left,o.offset.top=o.element.offset().top),i=Math.abs(o.sizeDiff.width+(o._helper?o.offset.left-d.left:o.offset.left-h.left)),s=Math.abs(o.sizeDiff.height+(o._helper?o.offset.top-d.top:o.offset.top-h.top)),i+o.size.width>=o.parentData.width&&(o.size.width=o.parentData.width-i,u&&(o.size.height=o.size.width/o.aspectRatio,p=!1)),s+o.size.height>=o.parentData.height&&(o.size.height=o.parentData.height-s,u&&(o.size.width=o.size.height*o.aspectRatio,p=!1)),p||(o.position.left=o.prevPosition.left,o.position.top=o.prevPosition.top,o.size.width=o.prevSize.width,o.size.height=o.prevSize.height)},stop:function(){var t=e(this).resizable("instance"),i=t.options,s=t.containerOffset,n=t.containerPosition,a=t.containerElement,o=e(t.helper),r=o.offset(),h=o.outerWidth()-t.sizeDiff.width,l=o.outerHeight()-t.sizeDiff.height;t._helper&&!i.animate&&/relative/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l}),t._helper&&!i.animate&&/static/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l})}}),e.ui.plugin.add("resizable","alsoResize",{start:function(){var t=e(this).resizable("instance"),i=t.options;e(i.alsoResize).each(function(){var t=e(this);t.data("ui-resizable-alsoresize",{width:parseInt(t.width(),10),height:parseInt(t.height(),10),left:parseInt(t.css("left"),10),top:parseInt(t.css("top"),10)})})},resize:function(t,i){var s=e(this).resizable("instance"),n=s.options,a=s.originalSize,o=s.originalPosition,r={height:s.size.height-a.height||0,width:s.size.width-a.width||0,top:s.position.top-o.top||0,left:s.position.left-o.left||0};e(n.alsoResize).each(function(){var t=e(this),s=e(this).data("ui-resizable-alsoresize"),n={},a=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];e.each(a,function(e,t){var i=(s[t]||0)+(r[t]||0);i&&i>=0&&(n[t]=i||null)}),t.css(n)})},stop:function(){e(this).removeData("resizable-alsoresize")}}),e.ui.plugin.add("resizable","ghost",{start:function(){var t=e(this).resizable("instance"),i=t.options,s=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:s.height,width:s.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),t.ghost.appendTo(t.helper)},resize:function(){var t=e(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=e(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),e.ui.plugin.add("resizable","grid",{resize:function(){var t,i=e(this).resizable("instance"),s=i.options,n=i.size,a=i.originalSize,o=i.originalPosition,r=i.axis,h="number"==typeof s.grid?[s.grid,s.grid]:s.grid,l=h[0]||1,u=h[1]||1,d=Math.round((n.width-a.width)/l)*l,c=Math.round((n.height-a.height)/u)*u,p=a.width+d,f=a.height+c,m=s.maxWidth&&p>s.maxWidth,g=s.maxHeight&&f>s.maxHeight,v=s.minWidth&&s.minWidth>p,y=s.minHeight&&s.minHeight>f;s.grid=h,v&&(p+=l),y&&(f+=u),m&&(p-=l),g&&(f-=u),/^(se|s|e)$/.test(r)?(i.size.width=p,i.size.height=f):/^(ne)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.top=o.top-c):/^(sw)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.left=o.left-d):((0>=f-u||0>=p-l)&&(t=i._getPaddingPlusBorderDimensions(this)),f-u>0?(i.size.height=f,i.position.top=o.top-c):(f=u-t.height,i.size.height=f,i.position.top=o.top+a.height-f),p-l>0?(i.size.width=p,i.position.left=o.left-d):(p=l-t.width,i.size.width=p,i.position.left=o.left+a.width-p))}}),e.ui.resizable,e.widget("ui.selectable",e.ui.mouse,{version:"1.11.4",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var t,i=this;this.element.addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){t=e(i.options.filter,i.element[0]),t.addClass("ui-selectee"),t.each(function(){var t=e(this),i=t.offset();e.data(this,"selectable-item",{element:this,$element:t,left:i.left,top:i.top,right:i.left+t.outerWidth(),bottom:i.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=t.addClass("ui-selectee"),this._mouseInit(),this.helper=e("<div class='ui-selectable-helper'></div>")},_destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled"),this._mouseDestroy()},_mouseStart:function(t){var i=this,s=this.options;this.opos=[t.pageX,t.pageY],this.options.disabled||(this.selectees=e(s.filter,this.element[0]),this._trigger("start",t),e(s.appendTo).append(this.helper),this.helper.css({left:t.pageX,top:t.pageY,width:0,height:0}),s.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var s=e.data(this,"selectable-item");s.startselected=!0,t.metaKey||t.ctrlKey||(s.$element.removeClass("ui-selected"),s.selected=!1,s.$element.addClass("ui-unselecting"),s.unselecting=!0,i._trigger("unselecting",t,{unselecting:s.element}))}),e(t.target).parents().addBack().each(function(){var s,n=e.data(this,"selectable-item");return n?(s=!t.metaKey&&!t.ctrlKey||!n.$element.hasClass("ui-selected"),n.$element.removeClass(s?"ui-unselecting":"ui-selected").addClass(s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",t,{selecting:n.element}):i._trigger("unselecting",t,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(t){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,a=this.opos[0],o=this.opos[1],r=t.pageX,h=t.pageY;return a>r&&(i=r,r=a,a=i),o>h&&(i=h,h=o,o=i),this.helper.css({left:a,top:o,width:r-a,height:h-o}),this.selectees.each(function(){var i=e.data(this,"selectable-item"),l=!1; -i&&i.element!==s.element[0]&&("touch"===n.tolerance?l=!(i.left>r||a>i.right||i.top>h||o>i.bottom):"fit"===n.tolerance&&(l=i.left>a&&r>i.right&&i.top>o&&h>i.bottom),l?(i.selected&&(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&&(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,s._trigger("selecting",t,{selecting:i.element}))):(i.selecting&&((t.metaKey||t.ctrlKey)&&i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&&(i.$element.addClass("ui-unselecting"),i.unselecting=!0),s._trigger("unselecting",t,{unselecting:i.element}))),i.selected&&(t.metaKey||t.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,s._trigger("unselecting",t,{unselecting:i.element})))))}),!1}},_mouseStop:function(t){var i=this;return this.dragged=!1,e(".ui-unselecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-unselecting"),s.unselecting=!1,s.startselected=!1,i._trigger("unselected",t,{unselected:s.element})}),e(".ui-selecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-selecting").addClass("ui-selected"),s.selecting=!1,s.selected=!0,s.startselected=!0,i._trigger("selected",t,{selected:s.element})}),this._trigger("stop",t),this.helper.remove(),!1}}),e.widget("ui.sortable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(e,t,i){return e>=t&&t+i>e},_isFloating:function(e){return/left|right/.test(e.css("float"))||/inline|table-cell/.test(e.css("display"))},_create:function(){this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(e,t){this._super(e,t),"handle"===e&&this._setHandleClassName()},_setHandleClassName:function(){this.element.find(".ui-sortable-handle").removeClass("ui-sortable-handle"),e.each(this.items,function(){(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item).addClass("ui-sortable-handle")})},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled").find(".ui-sortable-handle").removeClass("ui-sortable-handle"),this._mouseDestroy();for(var e=this.items.length-1;e>=0;e--)this.items[e].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,i){var s=null,n=!1,a=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(t),e(t.target).parents().each(function(){return e.data(this,a.widgetName+"-item")===a?(s=e(this),!1):void 0}),e.data(t.target,a.widgetName+"-item")===a&&(s=e(t.target)),s?!this.options.handle||i||(e(this.options.handle,s).find("*").addBack().each(function(){this===t.target&&(n=!0)}),n)?(this.currentItem=s,this._removeCurrentsFromItems(),!0):!1:!1)},_mouseStart:function(t,i,s){var n,a,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},e.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(a=this.document.find("body"),this.storedCursor=a.css("cursor"),a.css("cursor",o.cursor),this.storedStylesheet=e("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(a)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!s)for(n=this.containers.length-1;n>=0;n--)this.containers[n]._trigger("activate",t,this._uiHash(this));return e.ui.ddmanager&&(e.ui.ddmanager.current=this),e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(t),!0},_mouseDrag:function(t){var i,s,n,a,o=this.options,r=!1;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&&(this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<o.scrollSensitivity?this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop+o.scrollSpeed:t.pageY-this.overflowOffset.top<o.scrollSensitivity&&(this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<o.scrollSensitivity?this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft+o.scrollSpeed:t.pageX-this.overflowOffset.left<o.scrollSensitivity&&(this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(t.pageY-this.document.scrollTop()<o.scrollSensitivity?r=this.document.scrollTop(this.document.scrollTop()-o.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<o.scrollSensitivity&&(r=this.document.scrollTop(this.document.scrollTop()+o.scrollSpeed)),t.pageX-this.document.scrollLeft()<o.scrollSensitivity?r=this.document.scrollLeft(this.document.scrollLeft()-o.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<o.scrollSensitivity&&(r=this.document.scrollLeft(this.document.scrollLeft()+o.scrollSpeed))),r!==!1&&e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i>=0;i--)if(s=this.items[i],n=s.item[0],a=this._intersectsWithPointer(s),a&&s.instance===this.currentContainer&&n!==this.currentItem[0]&&this.placeholder[1===a?"next":"prev"]()[0]!==n&&!e.contains(this.placeholder[0],n)&&("semi-dynamic"===this.options.type?!e.contains(this.element[0],n):!0)){if(this.direction=1===a?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(s))break;this._rearrange(t,s),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,i){if(t){if(e.ui.ddmanager&&!this.options.dropBehaviour&&e.ui.ddmanager.drop(this,t),this.options.revert){var s=this,n=this.placeholder.offset(),a=this.options.axis,o={};a&&"x"!==a||(o.left=n.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),a&&"y"!==a||(o.top=n.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,e(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){s._clear(t)})}else this._clear(t,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var t=this.containers.length-1;t>=0;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),e.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?e(this.domPosition.prev).after(this.currentItem):e(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},e(i).each(function(){var i=(e(t.item||this).attr(t.attribute||"id")||"").match(t.expression||/(.+)[\-=_](.+)/);i&&s.push((t.key||i[1]+"[]")+"="+(t.key&&t.expression?i[1]:i[2]))}),!s.length&&t.key&&s.push(t.key+"="),s.join("&")},toArray:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},i.each(function(){s.push(e(t.item||this).attr(t.attribute||"id")||"")}),s},_intersectsWith:function(e){var t=this.positionAbs.left,i=t+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,a=e.left,o=a+e.width,r=e.top,h=r+e.height,l=this.offset.click.top,u=this.offset.click.left,d="x"===this.options.axis||s+l>r&&h>s+l,c="y"===this.options.axis||t+u>a&&o>t+u,p=d&&c;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>e[this.floating?"width":"height"]?p:t+this.helperProportions.width/2>a&&o>i-this.helperProportions.width/2&&s+this.helperProportions.height/2>r&&h>n-this.helperProportions.height/2},_intersectsWithPointer:function(e){var t="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top,e.height),i="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left,e.width),s=t&&i,n=this._getDragVerticalDirection(),a=this._getDragHorizontalDirection();return s?this.floating?a&&"right"===a||"down"===n?2:1:n&&("down"===n?2:1):!1},_intersectsWithSides:function(e){var t=this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top+e.height/2,e.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left+e.width/2,e.width),s=this._getDragVerticalDirection(),n=this._getDragHorizontalDirection();return this.floating&&n?"right"===n&&i||"left"===n&&!i:s&&("down"===s&&t||"up"===s&&!t)},_getDragVerticalDirection:function(){var e=this.positionAbs.top-this.lastPositionAbs.top;return 0!==e&&(e>0?"down":"up")},_getDragHorizontalDirection:function(){var e=this.positionAbs.left-this.lastPositionAbs.left;return 0!==e&&(e>0?"right":"left")},refresh:function(e){return this._refreshItems(e),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var e=this.options;return e.connectWith.constructor===String?[e.connectWith]:e.connectWith},_getItemsAsjQuery:function(t){function i(){r.push(this)}var s,n,a,o,r=[],h=[],l=this._connectWith();if(l&&t)for(s=l.length-1;s>=0;s--)for(a=e(l[s],this.document[0]),n=a.length-1;n>=0;n--)o=e.data(a[n],this.widgetFullName),o&&o!==this&&!o.options.disabled&&h.push([e.isFunction(o.options.items)?o.options.items.call(o.element):e(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(h.push([e.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):e(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),s=h.length-1;s>=0;s--)h[s][0].each(i);return e(r)},_removeCurrentsFromItems:function(){var t=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=e.grep(this.items,function(e){for(var i=0;t.length>i;i++)if(t[i]===e.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var i,s,n,a,o,r,h,l,u=this.items,d=[[e.isFunction(this.options.items)?this.options.items.call(this.element[0],t,{item:this.currentItem}):e(this.options.items,this.element),this]],c=this._connectWith();if(c&&this.ready)for(i=c.length-1;i>=0;i--)for(n=e(c[i],this.document[0]),s=n.length-1;s>=0;s--)a=e.data(n[s],this.widgetFullName),a&&a!==this&&!a.options.disabled&&(d.push([e.isFunction(a.options.items)?a.options.items.call(a.element[0],t,{item:this.currentItem}):e(a.options.items,a.element),a]),this.containers.push(a));for(i=d.length-1;i>=0;i--)for(o=d[i][1],r=d[i][0],s=0,l=r.length;l>s;s++)h=e(r[s]),h.data(this.widgetName+"-item",o),u.push({item:h,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(t){this.floating=this.items.length?"x"===this.options.axis||this._isFloating(this.items[0].item):!1,this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());var i,s,n,a;for(i=this.items.length-1;i>=0;i--)s=this.items[i],s.instance!==this.currentContainer&&this.currentContainer&&s.item[0]!==this.currentItem[0]||(n=this.options.toleranceElement?e(this.options.toleranceElement,s.item):s.item,t||(s.width=n.outerWidth(),s.height=n.outerHeight()),a=n.offset(),s.left=a.left,s.top=a.top);if(this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i>=0;i--)a=this.containers[i].element.offset(),this.containers[i].containerCache.left=a.left,this.containers[i].containerCache.top=a.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(t){t=t||this;var i,s=t.options;s.placeholder&&s.placeholder.constructor!==String||(i=s.placeholder,s.placeholder={element:function(){var s=t.currentItem[0].nodeName.toLowerCase(),n=e("<"+s+">",t.document[0]).addClass(i||t.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tbody"===s?t._createTrPlaceholder(t.currentItem.find("tr").eq(0),e("<tr>",t.document[0]).appendTo(n)):"tr"===s?t._createTrPlaceholder(t.currentItem,n):"img"===s&&n.attr("src",t.currentItem.attr("src")),i||n.css("visibility","hidden"),n},update:function(e,n){(!i||s.forcePlaceholderSize)&&(n.height()||n.height(t.currentItem.innerHeight()-parseInt(t.currentItem.css("paddingTop")||0,10)-parseInt(t.currentItem.css("paddingBottom")||0,10)),n.width()||n.width(t.currentItem.innerWidth()-parseInt(t.currentItem.css("paddingLeft")||0,10)-parseInt(t.currentItem.css("paddingRight")||0,10)))}}),t.placeholder=e(s.placeholder.element.call(t.element,t.currentItem)),t.currentItem.after(t.placeholder),s.placeholder.update(t,t.placeholder)},_createTrPlaceholder:function(t,i){var s=this;t.children().each(function(){e("<td> </td>",s.document[0]).attr("colspan",e(this).attr("colspan")||1).appendTo(i)})},_contactContainers:function(t){var i,s,n,a,o,r,h,l,u,d,c=null,p=null;for(i=this.containers.length-1;i>=0;i--)if(!e.contains(this.currentItem[0],this.containers[i].element[0]))if(this._intersectsWith(this.containers[i].containerCache)){if(c&&e.contains(this.containers[i].element[0],c.element[0]))continue;c=this.containers[i],p=i}else this.containers[i].containerCache.over&&(this.containers[i]._trigger("out",t,this._uiHash(this)),this.containers[i].containerCache.over=0);if(c)if(1===this.containers.length)this.containers[p].containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1);else{for(n=1e4,a=null,u=c.floating||this._isFloating(this.currentItem),o=u?"left":"top",r=u?"width":"height",d=u?"clientX":"clientY",s=this.items.length-1;s>=0;s--)e.contains(this.containers[p].element[0],this.items[s].item[0])&&this.items[s].item[0]!==this.currentItem[0]&&(h=this.items[s].item.offset()[o],l=!1,t[d]-h>this.items[s][r]/2&&(l=!0),n>Math.abs(t[d]-h)&&(n=Math.abs(t[d]-h),a=this.items[s],this.direction=l?"up":"down"));if(!a&&!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[p])return this.currentContainer.containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1),void 0;a?this._rearrange(t,a,null,!0):this._rearrange(t,null,this.containers[p].element,!0),this._trigger("change",t,this._uiHash()),this.containers[p]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[p],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1}},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper)?e(i.helper.apply(this.element[0],[t,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return s.parents("body").length||e("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(s[0]),s[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!s[0].style.width||i.forceHelperSize)&&s.width(this.currentItem.width()),(!s[0].style.height||i.forceHelperSize)&&s.height(this.currentItem.height()),s},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&e.ui.ie)&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var e=this.currentItem.position();return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:e.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options;"parent"===n.containment&&(n.containment=this.helper[0].parentNode),("document"===n.containment||"window"===n.containment)&&(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===n.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===n.containment?this.document.width():this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(n.containment)||(t=e(n.containment)[0],i=e(n.containment).offset(),s="hidden"!==e(t).css("overflow"),this.containment=[i.left+(parseInt(e(t).css("borderLeftWidth"),10)||0)+(parseInt(e(t).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(e(t).css("borderTopWidth"),10)||0)+(parseInt(e(t).css("paddingTop"),10)||0)-this.margins.top,i.left+(s?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(e(t).css("borderLeftWidth"),10)||0)-(parseInt(e(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(s?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(e(t).css("borderTopWidth"),10)||0)-(parseInt(e(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,i){i||(i=this.position);var s="absolute"===t?1:-1,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,a=/(html|body)/i.test(n[0].tagName);return{top:i.top+this.offset.relative.top*s+this.offset.parent.top*s-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():a?0:n.scrollTop())*s,left:i.left+this.offset.relative.left*s+this.offset.parent.left*s-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():a?0:n.scrollLeft())*s}},_generatePosition:function(t){var i,s,n=this.options,a=t.pageX,o=t.pageY,r="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,h=/(html|body)/i.test(r[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(a=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(o=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(a=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(o=this.containment[3]+this.offset.click.top)),n.grid&&(i=this.originalPageY+Math.round((o-this.originalPageY)/n.grid[1])*n.grid[1],o=this.containment?i-this.offset.click.top>=this.containment[1]&&i-this.offset.click.top<=this.containment[3]?i:i-this.offset.click.top>=this.containment[1]?i-n.grid[1]:i+n.grid[1]:i,s=this.originalPageX+Math.round((a-this.originalPageX)/n.grid[0])*n.grid[0],a=this.containment?s-this.offset.click.left>=this.containment[0]&&s-this.offset.click.left<=this.containment[2]?s:s-this.offset.click.left>=this.containment[0]?s-n.grid[0]:s+n.grid[0]:s)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():h?0:r.scrollTop()),left:a-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():h?0:r.scrollLeft())}},_rearrange:function(e,t,i,s){i?i[0].appendChild(this.placeholder[0]):t.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?t.item[0]:t.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(e,t){function i(e,t,i){return function(s){i._trigger(e,s,t._uiHash(t))}}this.reverting=!1;var s,n=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(s in this._storedCSS)("auto"===this._storedCSS[s]||"static"===this._storedCSS[s])&&(this._storedCSS[s]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&&!t&&n.push(function(e){this._trigger("receive",e,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||t||n.push(function(e){this._trigger("update",e,this._uiHash())}),this!==this.currentContainer&&(t||(n.push(function(e){this._trigger("remove",e,this._uiHash())}),n.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),n.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),s=this.containers.length-1;s>=0;s--)t||n.push(i("deactivate",this,this.containers[s])),this.containers[s].containerCache.over&&(n.push(i("out",this,this.containers[s])),this.containers[s].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,t||this._trigger("beforeStop",e,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!t){for(s=0;n.length>s;s++)n[s].call(this,e);this._trigger("stop",e,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){e.Widget.prototype._trigger.apply(this,arguments)===!1&&this.cancel()},_uiHash:function(t){var i=t||this;return{helper:i.helper,placeholder:i.placeholder||e([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:t?t.element:null}}}),e.widget("ui.accordion",{version:"1.11.4",options:{active:0,animate:{},collapsible:!1,event:"click",header:"> li > :first-child,> :not(li):even",heightStyle:"auto",icons:{activeHeader:"ui-icon-triangle-1-s",header:"ui-icon-triangle-1-e"},activate:null,beforeActivate:null},hideProps:{borderTopWidth:"hide",borderBottomWidth:"hide",paddingTop:"hide",paddingBottom:"hide",height:"hide"},showProps:{borderTopWidth:"show",borderBottomWidth:"show",paddingTop:"show",paddingBottom:"show",height:"show"},_create:function(){var t=this.options;this.prevShow=this.prevHide=e(),this.element.addClass("ui-accordion ui-widget ui-helper-reset").attr("role","tablist"),t.collapsible||t.active!==!1&&null!=t.active||(t.active=0),this._processPanels(),0>t.active&&(t.active+=this.headers.length),this._refresh()},_getCreateEventData:function(){return{header:this.active,panel:this.active.length?this.active.next():e()}},_createIcons:function(){var t=this.options.icons;t&&(e("<span>").addClass("ui-accordion-header-icon ui-icon "+t.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(t.header).addClass(t.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var e;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-state-default ui-corner-all ui-state-active ui-state-disabled ui-corner-top").removeAttr("role").removeAttr("aria-expanded").removeAttr("aria-selected").removeAttr("aria-controls").removeAttr("tabIndex").removeUniqueId(),this._destroyIcons(),e=this.headers.next().removeClass("ui-helper-reset ui-widget-content ui-corner-bottom ui-accordion-content ui-accordion-content-active ui-state-disabled").css("display","").removeAttr("role").removeAttr("aria-hidden").removeAttr("aria-labelledby").removeUniqueId(),"content"!==this.options.heightStyle&&e.css("height","")},_setOption:function(e,t){return"active"===e?(this._activate(t),void 0):("event"===e&&(this.options.event&&this._off(this.headers,this.options.event),this._setupEvents(t)),this._super(e,t),"collapsible"!==e||t||this.options.active!==!1||this._activate(0),"icons"===e&&(this._destroyIcons(),t&&this._createIcons()),"disabled"===e&&(this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this.headers.add(this.headers.next()).toggleClass("ui-state-disabled",!!t)),void 0)},_keydown:function(t){if(!t.altKey&&!t.ctrlKey){var i=e.ui.keyCode,s=this.headers.length,n=this.headers.index(t.target),a=!1;switch(t.keyCode){case i.RIGHT:case i.DOWN:a=this.headers[(n+1)%s];break;case i.LEFT:case i.UP:a=this.headers[(n-1+s)%s];break;case i.SPACE:case i.ENTER:this._eventHandler(t);break;case i.HOME:a=this.headers[0];break;case i.END:a=this.headers[s-1]}a&&(e(t.target).attr("tabIndex",-1),e(a).attr("tabIndex",0),a.focus(),t.preventDefault())}},_panelKeyDown:function(t){t.keyCode===e.ui.keyCode.UP&&t.ctrlKey&&e(t.currentTarget).prev().focus()},refresh:function(){var t=this.options;this._processPanels(),t.active===!1&&t.collapsible===!0||!this.headers.length?(t.active=!1,this.active=e()):t.active===!1?this._activate(0):this.active.length&&!e.contains(this.element[0],this.active[0])?this.headers.length===this.headers.find(".ui-state-disabled").length?(t.active=!1,this.active=e()):this._activate(Math.max(0,t.active-1)):t.active=this.headers.index(this.active),this._destroyIcons(),this._refresh()},_processPanels:function(){var e=this.headers,t=this.panels;this.headers=this.element.find(this.options.header).addClass("ui-accordion-header ui-state-default ui-corner-all"),this.panels=this.headers.next().addClass("ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom").filter(":not(.ui-accordion-content-active)").hide(),t&&(this._off(e.not(this.headers)),this._off(t.not(this.panels)))},_refresh:function(){var t,i=this.options,s=i.heightStyle,n=this.element.parent();this.active=this._findActive(i.active).addClass("ui-accordion-header-active ui-state-active ui-corner-top").removeClass("ui-corner-all"),this.active.next().addClass("ui-accordion-content-active").show(),this.headers.attr("role","tab").each(function(){var t=e(this),i=t.uniqueId().attr("id"),s=t.next(),n=s.uniqueId().attr("id");t.attr("aria-controls",n),s.attr("aria-labelledby",i)}).next().attr("role","tabpanel"),this.headers.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}).next().attr({"aria-hidden":"true"}).hide(),this.active.length?this.active.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}).next().attr({"aria-hidden":"false"}):this.headers.eq(0).attr("tabIndex",0),this._createIcons(),this._setupEvents(i.event),"fill"===s?(t=n.height(),this.element.siblings(":visible").each(function(){var i=e(this),s=i.css("position");"absolute"!==s&&"fixed"!==s&&(t-=i.outerHeight(!0))}),this.headers.each(function(){t-=e(this).outerHeight(!0)}),this.headers.next().each(function(){e(this).height(Math.max(0,t-e(this).innerHeight()+e(this).height()))}).css("overflow","auto")):"auto"===s&&(t=0,this.headers.next().each(function(){t=Math.max(t,e(this).css("height","").height())}).height(t))},_activate:function(t){var i=this._findActive(t)[0];i!==this.active[0]&&(i=i||this.active[0],this._eventHandler({target:i,currentTarget:i,preventDefault:e.noop}))},_findActive:function(t){return"number"==typeof t?this.headers.eq(t):e()},_setupEvents:function(t){var i={keydown:"_keydown"};t&&e.each(t.split(" "),function(e,t){i[t]="_eventHandler"}),this._off(this.headers.add(this.headers.next())),this._on(this.headers,i),this._on(this.headers.next(),{keydown:"_panelKeyDown"}),this._hoverable(this.headers),this._focusable(this.headers)},_eventHandler:function(t){var i=this.options,s=this.active,n=e(t.currentTarget),a=n[0]===s[0],o=a&&i.collapsible,r=o?e():n.next(),h=s.next(),l={oldHeader:s,oldPanel:h,newHeader:o?e():n,newPanel:r}; -t.preventDefault(),a&&!i.collapsible||this._trigger("beforeActivate",t,l)===!1||(i.active=o?!1:this.headers.index(n),this.active=a?e():n,this._toggle(l),s.removeClass("ui-accordion-header-active ui-state-active"),i.icons&&s.children(".ui-accordion-header-icon").removeClass(i.icons.activeHeader).addClass(i.icons.header),a||(n.removeClass("ui-corner-all").addClass("ui-accordion-header-active ui-state-active ui-corner-top"),i.icons&&n.children(".ui-accordion-header-icon").removeClass(i.icons.header).addClass(i.icons.activeHeader),n.next().addClass("ui-accordion-content-active")))},_toggle:function(t){var i=t.newPanel,s=this.prevShow.length?this.prevShow:t.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=s,this.options.animate?this._animate(i,s,t):(s.hide(),i.show(),this._toggleComplete(t)),s.attr({"aria-hidden":"true"}),s.prev().attr({"aria-selected":"false","aria-expanded":"false"}),i.length&&s.length?s.prev().attr({tabIndex:-1,"aria-expanded":"false"}):i.length&&this.headers.filter(function(){return 0===parseInt(e(this).attr("tabIndex"),10)}).attr("tabIndex",-1),i.attr("aria-hidden","false").prev().attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0})},_animate:function(e,t,i){var s,n,a,o=this,r=0,h=e.css("box-sizing"),l=e.length&&(!t.length||e.index()<t.index()),u=this.options.animate||{},d=l&&u.down||u,c=function(){o._toggleComplete(i)};return"number"==typeof d&&(a=d),"string"==typeof d&&(n=d),n=n||d.easing||u.easing,a=a||d.duration||u.duration,t.length?e.length?(s=e.show().outerHeight(),t.animate(this.hideProps,{duration:a,easing:n,step:function(e,t){t.now=Math.round(e)}}),e.hide().animate(this.showProps,{duration:a,easing:n,complete:c,step:function(e,i){i.now=Math.round(e),"height"!==i.prop?"content-box"===h&&(r+=i.now):"content"!==o.options.heightStyle&&(i.now=Math.round(s-t.outerHeight()-r),r=0)}}),void 0):t.animate(this.hideProps,a,n,c):e.animate(this.showProps,a,n,c)},_toggleComplete:function(e){var t=e.oldPanel;t.removeClass("ui-accordion-content-active").prev().removeClass("ui-corner-top").addClass("ui-corner-all"),t.length&&(t.parent()[0].className=t.parent()[0].className),this._trigger("activate",null,e)}}),e.widget("ui.menu",{version:"1.11.4",defaultElement:"<ul>",delay:300,options:{icons:{submenu:"ui-icon-carat-1-e"},items:"> *",menus:"ul",position:{my:"left-1 top",at:"right top"},role:"menu",blur:null,focus:null,select:null},_create:function(){this.activeMenu=this.element,this.mouseHandled=!1,this.element.uniqueId().addClass("ui-menu ui-widget ui-widget-content").toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length).attr({role:this.options.role,tabIndex:0}),this.options.disabled&&this.element.addClass("ui-state-disabled").attr("aria-disabled","true"),this._on({"mousedown .ui-menu-item":function(e){e.preventDefault()},"click .ui-menu-item":function(t){var i=e(t.target);!this.mouseHandled&&i.not(".ui-state-disabled").length&&(this.select(t),t.isPropagationStopped()||(this.mouseHandled=!0),i.has(".ui-menu").length?this.expand(t):!this.element.is(":focus")&&e(this.document[0].activeElement).closest(".ui-menu").length&&(this.element.trigger("focus",[!0]),this.active&&1===this.active.parents(".ui-menu").length&&clearTimeout(this.timer)))},"mouseenter .ui-menu-item":function(t){if(!this.previousFilter){var i=e(t.currentTarget);i.siblings(".ui-state-active").removeClass("ui-state-active"),this.focus(t,i)}},mouseleave:"collapseAll","mouseleave .ui-menu":"collapseAll",focus:function(e,t){var i=this.active||this.element.find(this.options.items).eq(0);t||this.focus(e,i)},blur:function(t){this._delay(function(){e.contains(this.element[0],this.document[0].activeElement)||this.collapseAll(t)})},keydown:"_keydown"}),this.refresh(),this._on(this.document,{click:function(e){this._closeOnDocumentClick(e)&&this.collapseAll(e),this.mouseHandled=!1}})},_destroy:function(){this.element.removeAttr("aria-activedescendant").find(".ui-menu").addBack().removeClass("ui-menu ui-widget ui-widget-content ui-menu-icons ui-front").removeAttr("role").removeAttr("tabIndex").removeAttr("aria-labelledby").removeAttr("aria-expanded").removeAttr("aria-hidden").removeAttr("aria-disabled").removeUniqueId().show(),this.element.find(".ui-menu-item").removeClass("ui-menu-item").removeAttr("role").removeAttr("aria-disabled").removeUniqueId().removeClass("ui-state-hover").removeAttr("tabIndex").removeAttr("role").removeAttr("aria-haspopup").children().each(function(){var t=e(this);t.data("ui-menu-submenu-carat")&&t.remove()}),this.element.find(".ui-menu-divider").removeClass("ui-menu-divider ui-widget-content")},_keydown:function(t){var i,s,n,a,o=!0;switch(t.keyCode){case e.ui.keyCode.PAGE_UP:this.previousPage(t);break;case e.ui.keyCode.PAGE_DOWN:this.nextPage(t);break;case e.ui.keyCode.HOME:this._move("first","first",t);break;case e.ui.keyCode.END:this._move("last","last",t);break;case e.ui.keyCode.UP:this.previous(t);break;case e.ui.keyCode.DOWN:this.next(t);break;case e.ui.keyCode.LEFT:this.collapse(t);break;case e.ui.keyCode.RIGHT:this.active&&!this.active.is(".ui-state-disabled")&&this.expand(t);break;case e.ui.keyCode.ENTER:case e.ui.keyCode.SPACE:this._activate(t);break;case e.ui.keyCode.ESCAPE:this.collapse(t);break;default:o=!1,s=this.previousFilter||"",n=String.fromCharCode(t.keyCode),a=!1,clearTimeout(this.filterTimer),n===s?a=!0:n=s+n,i=this._filterMenuItems(n),i=a&&-1!==i.index(this.active.next())?this.active.nextAll(".ui-menu-item"):i,i.length||(n=String.fromCharCode(t.keyCode),i=this._filterMenuItems(n)),i.length?(this.focus(t,i),this.previousFilter=n,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter}o&&t.preventDefault()},_activate:function(e){this.active.is(".ui-state-disabled")||(this.active.is("[aria-haspopup='true']")?this.expand(e):this.select(e))},refresh:function(){var t,i,s=this,n=this.options.icons.submenu,a=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),a.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-front").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var t=e(this),i=t.parent(),s=e("<span>").addClass("ui-menu-icon ui-icon "+n).data("ui-menu-submenu-carat",!0);i.attr("aria-haspopup","true").prepend(s),t.attr("aria-labelledby",i.attr("id"))}),t=a.add(this.element),i=t.find(this.options.items),i.not(".ui-menu-item").each(function(){var t=e(this);s._isDivider(t)&&t.addClass("ui-widget-content ui-menu-divider")}),i.not(".ui-menu-item, .ui-menu-divider").addClass("ui-menu-item").uniqueId().attr({tabIndex:-1,role:this._itemRole()}),i.filter(".ui-state-disabled").attr("aria-disabled","true"),this.active&&!e.contains(this.element[0],this.active[0])&&this.blur()},_itemRole:function(){return{menu:"menuitem",listbox:"option"}[this.options.role]},_setOption:function(e,t){"icons"===e&&this.element.find(".ui-menu-icon").removeClass(this.options.icons.submenu).addClass(t.submenu),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},focus:function(e,t){var i,s;this.blur(e,e&&"focus"===e.type),this._scrollIntoView(t),this.active=t.first(),s=this.active.addClass("ui-state-focus").removeClass("ui-state-active"),this.options.role&&this.element.attr("aria-activedescendant",s.attr("id")),this.active.parent().closest(".ui-menu-item").addClass("ui-state-active"),e&&"keydown"===e.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=t.children(".ui-menu"),i.length&&e&&/^mouse/.test(e.type)&&this._startOpening(i),this.activeMenu=t.parent(),this._trigger("focus",e,{item:t})},_scrollIntoView:function(t){var i,s,n,a,o,r;this._hasScroll()&&(i=parseFloat(e.css(this.activeMenu[0],"borderTopWidth"))||0,s=parseFloat(e.css(this.activeMenu[0],"paddingTop"))||0,n=t.offset().top-this.activeMenu.offset().top-i-s,a=this.activeMenu.scrollTop(),o=this.activeMenu.height(),r=t.outerHeight(),0>n?this.activeMenu.scrollTop(a+n):n+r>o&&this.activeMenu.scrollTop(a+n-o+r))},blur:function(e,t){t||clearTimeout(this.timer),this.active&&(this.active.removeClass("ui-state-focus"),this.active=null,this._trigger("blur",e,{item:this.active}))},_startOpening:function(e){clearTimeout(this.timer),"true"===e.attr("aria-hidden")&&(this.timer=this._delay(function(){this._close(),this._open(e)},this.delay))},_open:function(t){var i=e.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(t.parents(".ui-menu")).hide().attr("aria-hidden","true"),t.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(i)},collapseAll:function(t,i){clearTimeout(this.timer),this.timer=this._delay(function(){var s=i?this.element:e(t&&t.target).closest(this.element.find(".ui-menu"));s.length||(s=this.element),this._close(s),this.blur(t),this.activeMenu=s},this.delay)},_close:function(e){e||(e=this.active?this.active.parent():this.element),e.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find(".ui-state-active").not(".ui-state-focus").removeClass("ui-state-active")},_closeOnDocumentClick:function(t){return!e(t.target).closest(".ui-menu").length},_isDivider:function(e){return!/[^\-\u2014\u2013\s]/.test(e.text())},collapse:function(e){var t=this.active&&this.active.parent().closest(".ui-menu-item",this.element);t&&t.length&&(this._close(),this.focus(e,t))},expand:function(e){var t=this.active&&this.active.children(".ui-menu ").find(this.options.items).first();t&&t.length&&(this._open(t.parent()),this._delay(function(){this.focus(e,t)}))},next:function(e){this._move("next","first",e)},previous:function(e){this._move("prev","last",e)},isFirstItem:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},_move:function(e,t,i){var s;this.active&&(s="first"===e||"last"===e?this.active["first"===e?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[e+"All"](".ui-menu-item").eq(0)),s&&s.length&&this.active||(s=this.activeMenu.find(this.options.items)[t]()),this.focus(i,s)},nextPage:function(t){var i,s,n;return this.active?(this.isLastItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=e(this),0>i.offset().top-s-n}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items)[this.active?"last":"first"]())),void 0):(this.next(t),void 0)},previousPage:function(t){var i,s,n;return this.active?(this.isFirstItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=e(this),i.offset().top-s+n>0}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items).first())),void 0):(this.next(t),void 0)},_hasScroll:function(){return this.element.outerHeight()<this.element.prop("scrollHeight")},select:function(t){this.active=this.active||e(t.target).closest(".ui-menu-item");var i={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(t,!0),this._trigger("select",t,i)},_filterMenuItems:function(t){var i=t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&"),s=RegExp("^"+i,"i");return this.activeMenu.find(this.options.items).filter(".ui-menu-item").filter(function(){return s.test(e.trim(e(this).text()))})}}),e.widget("ui.autocomplete",{version:"1.11.4",defaultElement:"<input>",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var t,i,s,n=this.element[0].nodeName.toLowerCase(),a="textarea"===n,o="input"===n;this.isMultiLine=a?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[a||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(n){if(this.element.prop("readOnly"))return t=!0,s=!0,i=!0,void 0;t=!1,s=!1,i=!1;var a=e.ui.keyCode;switch(n.keyCode){case a.PAGE_UP:t=!0,this._move("previousPage",n);break;case a.PAGE_DOWN:t=!0,this._move("nextPage",n);break;case a.UP:t=!0,this._keyEvent("previous",n);break;case a.DOWN:t=!0,this._keyEvent("next",n);break;case a.ENTER:this.menu.active&&(t=!0,n.preventDefault(),this.menu.select(n));break;case a.TAB:this.menu.active&&this.menu.select(n);break;case a.ESCAPE:this.menu.element.is(":visible")&&(this.isMultiLine||this._value(this.term),this.close(n),n.preventDefault());break;default:i=!0,this._searchTimeout(n)}},keypress:function(s){if(t)return t=!1,(!this.isMultiLine||this.menu.element.is(":visible"))&&s.preventDefault(),void 0;if(!i){var n=e.ui.keyCode;switch(s.keyCode){case n.PAGE_UP:this._move("previousPage",s);break;case n.PAGE_DOWN:this._move("nextPage",s);break;case n.UP:this._keyEvent("previous",s);break;case n.DOWN:this._keyEvent("next",s)}}},input:function(e){return s?(s=!1,e.preventDefault(),void 0):(this._searchTimeout(e),void 0)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(clearTimeout(this.searching),this.close(e),this._change(e),void 0)}}),this._initSource(),this.menu=e("<ul>").addClass("ui-autocomplete ui-front").appendTo(this._appendTo()).menu({role:null}).hide().menu("instance"),this._on(this.menu.element,{mousedown:function(t){t.preventDefault(),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur});var i=this.menu.element[0];e(t.target).closest(".ui-menu-item").length||this._delay(function(){var t=this;this.document.one("mousedown",function(s){s.target===t.element[0]||s.target===i||e.contains(i,s.target)||t.close()})})},menufocus:function(t,i){var s,n;return this.isNewMenu&&(this.isNewMenu=!1,t.originalEvent&&/^mouse/.test(t.originalEvent.type))?(this.menu.blur(),this.document.one("mousemove",function(){e(t.target).trigger(t.originalEvent)}),void 0):(n=i.item.data("ui-autocomplete-item"),!1!==this._trigger("focus",t,{item:n})&&t.originalEvent&&/^key/.test(t.originalEvent.type)&&this._value(n.value),s=i.item.attr("aria-label")||n.value,s&&e.trim(s).length&&(this.liveRegion.children().hide(),e("<div>").text(s).appendTo(this.liveRegion)),void 0)},menuselect:function(e,t){var i=t.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==this.document[0].activeElement&&(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",e,{item:i})&&this._value(i.value),this.term=this._value(),this.close(e),this.selectedItem=i}}),this.liveRegion=e("<span>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).addClass("ui-helper-hidden-accessible").appendTo(this.document[0].body),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(e,t){this._super(e,t),"source"===e&&this._initSource(),"appendTo"===e&&this.menu.element.appendTo(this._appendTo()),"disabled"===e&&t&&this.xhr&&this.xhr.abort()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_initSource:function(){var t,i,s=this;e.isArray(this.options.source)?(t=this.options.source,this.source=function(i,s){s(e.ui.autocomplete.filter(t,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(t,n){s.xhr&&s.xhr.abort(),s.xhr=e.ajax({url:i,data:t,dataType:"json",success:function(e){n(e)},error:function(){n([])}})}):this.source=this.options.source},_searchTimeout:function(e){clearTimeout(this.searching),this.searching=this._delay(function(){var t=this.term===this._value(),i=this.menu.element.is(":visible"),s=e.altKey||e.ctrlKey||e.metaKey||e.shiftKey;(!t||t&&!i&&!s)&&(this.selectedItem=null,this.search(null,e))},this.options.delay)},search:function(e,t){return e=null!=e?e:this._value(),this.term=this._value(),e.length<this.options.minLength?this.close(t):this._trigger("search",t)!==!1?this._search(e):void 0},_search:function(e){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:e},this._response())},_response:function(){var t=++this.requestIndex;return e.proxy(function(e){t===this.requestIndex&&this.__response(e),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(e){e&&(e=this._normalize(e)),this._trigger("response",null,{content:e}),!this.options.disabled&&e&&e.length&&!this.cancelSearch?(this._suggest(e),this._trigger("open")):this._close()},close:function(e){this.cancelSearch=!0,this._close(e)},_close:function(e){this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",e))},_change:function(e){this.previous!==this._value()&&this._trigger("change",e,{item:this.selectedItem})},_normalize:function(t){return t.length&&t[0].label&&t[0].value?t:e.map(t,function(t){return"string"==typeof t?{label:t,value:t}:e.extend({},t,{label:t.label||t.value,value:t.value||t.label})})},_suggest:function(t){var i=this.menu.element.empty();this._renderMenu(i,t),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(e.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next()},_resizeMenu:function(){var e=this.menu.element;e.outerWidth(Math.max(e.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(t,i){var s=this;e.each(i,function(e,i){s._renderItemData(t,i)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-autocomplete-item",t)},_renderItem:function(t,i){return e("<li>").text(i.label).appendTo(t)},_move:function(e,t){return this.menu.element.is(":visible")?this.menu.isFirstItem()&&/^previous/.test(e)||this.menu.isLastItem()&&/^next/.test(e)?(this.isMultiLine||this._value(this.term),this.menu.blur(),void 0):(this.menu[e](t),void 0):(this.search(null,t),void 0)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(e,t){(!this.isMultiLine||this.menu.element.is(":visible"))&&(this._move(e,t),t.preventDefault())}}),e.extend(e.ui.autocomplete,{escapeRegex:function(e){return e.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,i){var s=RegExp(e.ui.autocomplete.escapeRegex(i),"i");return e.grep(t,function(e){return s.test(e.label||e.value||e)})}}),e.widget("ui.autocomplete",e.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(e){return e+(e>1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var i;this._superApply(arguments),this.options.disabled||this.cancelSearch||(i=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.children().hide(),e("<div>").text(i).appendTo(this.liveRegion))}}),e.ui.autocomplete;var r,h="ui-button ui-widget ui-state-default ui-corner-all",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var t=e(this);setTimeout(function(){t.find(":ui-button").button("refresh")},1)},d=function(t){var i=t.name,s=t.form,n=e([]);return i&&(i=i.replace(/'/g,"\\'"),n=s?e(s).find("[name='"+i+"'][type=radio]"):e("[name='"+i+"'][type=radio]",t.ownerDocument).filter(function(){return!this.form})),n};e.widget("ui.button",{version:"1.11.4",defaultElement:"<button>",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var t=this,i=this.options,s="checkbox"===this.type||"radio"===this.type,n=s?"":"ui-state-active";null===i.label&&(i.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(h).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){i.disabled||this===r&&e(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){i.disabled||e(this).removeClass(n)}).bind("click"+this.eventNamespace,function(e){i.disabled&&(e.preventDefault(),e.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),s&&this.element.bind("change"+this.eventNamespace,function(){t.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return i.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(i.disabled)return!1;e(this).addClass("ui-state-active"),t.buttonElement.attr("aria-pressed","true");var s=t.element[0];d(s).not(s).map(function(){return e(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return i.disabled?!1:(e(this).addClass("ui-state-active"),r=this,t.document.one("mouseup",function(){r=null}),void 0)}).bind("mouseup"+this.eventNamespace,function(){return i.disabled?!1:(e(this).removeClass("ui-state-active"),void 0)}).bind("keydown"+this.eventNamespace,function(t){return i.disabled?!1:((t.keyCode===e.ui.keyCode.SPACE||t.keyCode===e.ui.keyCode.ENTER)&&e(this).addClass("ui-state-active"),void 0)}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){e(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&&this.buttonElement.keyup(function(t){t.keyCode===e.ui.keyCode.SPACE&&e(this).click()})),this._setOption("disabled",i.disabled),this._resetButton()},_determineButtonType:function(){var e,t,i;this.type=this.element.is("[type=checkbox]")?"checkbox":this.element.is("[type=radio]")?"radio":this.element.is("input")?"input":"button","checkbox"===this.type||"radio"===this.type?(e=this.element.parents().last(),t="label[for='"+this.element.attr("id")+"']",this.buttonElement=e.find(t),this.buttonElement.length||(e=e.length?e.siblings():this.element.siblings(),this.buttonElement=e.filter(t),this.buttonElement.length||(this.buttonElement=e.find(t))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&&this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(h+" ui-state-active "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(e,t){return this._super(e,t),"disabled"===e?(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),t&&("checkbox"===this.type||"radio"===this.type?this.buttonElement.removeClass("ui-state-focus"):this.buttonElement.removeClass("ui-state-focus ui-state-active")),void 0):(this._resetButton(),void 0)},refresh:function(){var t=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOption("disabled",t),"radio"===this.type?d(this.element[0]).each(function(){e(this).is(":checked")?e(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):e(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&&(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return this.options.label&&this.element.val(this.options.label),void 0;var t=this.buttonElement.removeClass(l),i=e("<span></span>",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(t.empty()).text(),s=this.options.icons,n=s.primary&&s.secondary,a=[];s.primary||s.secondary?(this.options.text&&a.push("ui-button-text-icon"+(n?"s":s.primary?"-primary":"-secondary")),s.primary&&t.prepend("<span class='ui-button-icon-primary ui-icon "+s.primary+"'></span>"),s.secondary&&t.append("<span class='ui-button-icon-secondary ui-icon "+s.secondary+"'></span>"),this.options.text||(a.push(n?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||t.attr("title",e.trim(i)))):a.push("ui-button-text-only"),t.addClass(a.join(" "))}}),e.widget("ui.buttonset",{version:"1.11.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(e,t){"disabled"===e&&this.buttons.button("option",e,t),this._super(e,t)},refresh:function(){var t="rtl"===this.element.css("direction"),i=this.element.find(this.options.items),s=i.filter(":ui-button");i.not(":ui-button").button(),s.button("refresh"),this.buttons=i.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(t?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(t?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}}),e.ui.button,e.widget("ui.dialog",{version:"1.11.4",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"Close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var i=e(this).css(t).offset().top;0>i&&e(this).css("top",t.top-i)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},sizeRelatedOptions:{buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},resizableRelatedOptions:{maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&&e.fn.draggable&&this._makeDraggable(),this.options.resizable&&e.fn.resizable&&this._makeResizable(),this._isOpen=!1,this._trackFocus()},_init:function(){this.options.autoOpen&&this.open()},_appendTo:function(){var t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?e(t):this.document.find(t||"body").eq(0)},_destroy:function(){var e,t=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),e=t.parent.children().eq(t.index),e.length&&e[0]!==this.element[0]?e.before(this.element):t.parent.append(this.element)},widget:function(){return this.uiDialog},disable:e.noop,enable:e.noop,close:function(t){var i,s=this;if(this._isOpen&&this._trigger("beforeClose",t)!==!1){if(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),!this.opener.filter(":focusable").focus().length)try{i=this.document[0].activeElement,i&&"body"!==i.nodeName.toLowerCase()&&e(i).blur()}catch(n){}this._hide(this.uiDialog,this.options.hide,function(){s._trigger("close",t)})}},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,i){var s=!1,n=this.uiDialog.siblings(".ui-front:visible").map(function(){return+e(this).css("z-index")}).get(),a=Math.max.apply(null,n);return a>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",a+1),s=!0),s&&!i&&this._trigger("focus",t),s},open:function(){var t=this;return this._isOpen?(this._moveToTop()&&this._focusTabbable(),void 0):(this._isOpen=!0,this.opener=e(this.document[0].activeElement),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"),void 0)},_focusTabbable:function(){var e=this._focusedElement;e||(e=this.element.find("[autofocus]")),e.length||(e=this.element.find(":tabbable")),e.length||(e=this.uiDialogButtonPane.find(":tabbable")),e.length||(e=this.uiDialogTitlebarClose.filter(":tabbable")),e.length||(e=this.uiDialog),e.eq(0).focus()},_keepFocus:function(t){function i(){var t=this.document[0].activeElement,i=this.uiDialog[0]===t||e.contains(this.uiDialog[0],t);i||this._focusTabbable()}t.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=e("<div>").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===e.ui.keyCode.ESCAPE)return t.preventDefault(),this.close(t),void 0;if(t.keyCode===e.ui.keyCode.TAB&&!t.isDefaultPrevented()){var i=this.uiDialog.find(":tabbable"),s=i.filter(":first"),n=i.filter(":last");t.target!==n[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==s[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){n.focus()}),t.preventDefault()):(this._delay(function(){s.focus()}),t.preventDefault())}},mousedown:function(e){this._moveToTop(e)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=e("<div>").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(t){e(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=e("<button type='button'></button>").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(e){e.preventDefault(),this.close(e)}}),t=e("<span>").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(t),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(e){this.options.title||e.html(" "),e.text(this.options.title) -},_createButtonPane:function(){this.uiDialogButtonPane=e("<div>").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=e("<div>").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var t=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),e.isEmptyObject(i)||e.isArray(i)&&!i.length?(this.uiDialog.removeClass("ui-dialog-buttons"),void 0):(e.each(i,function(i,s){var n,a;s=e.isFunction(s)?{click:s,text:i}:s,s=e.extend({type:"button"},s),n=s.click,s.click=function(){n.apply(t.element[0],arguments)},a={icons:s.icons,text:s.showText},delete s.icons,delete s.showText,e("<button></button>",s).button(a).appendTo(t.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog),void 0)},_makeDraggable:function(){function t(e){return{position:e.position,offset:e.offset}}var i=this,s=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(s,n){e(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",s,t(n))},drag:function(e,s){i._trigger("drag",e,t(s))},stop:function(n,a){var o=a.offset.left-i.document.scrollLeft(),r=a.offset.top-i.document.scrollTop();s.position={my:"left top",at:"left"+(o>=0?"+":"")+o+" "+"top"+(r>=0?"+":"")+r,of:i.window},e(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",n,t(a))}})},_makeResizable:function(){function t(e){return{originalPosition:e.originalPosition,originalSize:e.originalSize,position:e.position,size:e.size}}var i=this,s=this.options,n=s.resizable,a=this.uiDialog.css("position"),o="string"==typeof n?n:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:s.maxWidth,maxHeight:s.maxHeight,minWidth:s.minWidth,minHeight:this._minHeight(),handles:o,start:function(s,n){e(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",s,t(n))},resize:function(e,s){i._trigger("resize",e,t(s))},stop:function(n,a){var o=i.uiDialog.offset(),r=o.left-i.document.scrollLeft(),h=o.top-i.document.scrollTop();s.height=i.uiDialog.height(),s.width=i.uiDialog.width(),s.position={my:"left top",at:"left"+(r>=0?"+":"")+r+" "+"top"+(h>=0?"+":"")+h,of:i.window},e(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",n,t(a))}}).css("position",a)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=e(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),i=e.inArray(this,t);-1!==i&&t.splice(i,1)},_trackingInstances:function(){var e=this.document.data("ui-dialog-instances");return e||(e=[],this.document.data("ui-dialog-instances",e)),e},_minHeight:function(){var e=this.options;return"auto"===e.height?e.minHeight:Math.min(e.minHeight,e.height)},_position:function(){var e=this.uiDialog.is(":visible");e||this.uiDialog.show(),this.uiDialog.position(this.options.position),e||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};e.each(t,function(e,t){i._setOption(e,t),e in i.sizeRelatedOptions&&(s=!0),e in i.resizableRelatedOptions&&(n[e]=t)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(e,t){var i,s,n=this.uiDialog;"dialogClass"===e&&n.removeClass(this.options.dialogClass).addClass(t),"disabled"!==e&&(this._super(e,t),"appendTo"===e&&this.uiDialog.appendTo(this._appendTo()),"buttons"===e&&this._createButtons(),"closeText"===e&&this.uiDialogTitlebarClose.button({label:""+t}),"draggable"===e&&(i=n.is(":data(ui-draggable)"),i&&!t&&n.draggable("destroy"),!i&&t&&this._makeDraggable()),"position"===e&&this._position(),"resizable"===e&&(s=n.is(":data(ui-resizable)"),s&&!t&&n.resizable("destroy"),s&&"string"==typeof t&&n.resizable("option","handles",t),s||t===!1||this._makeResizable()),"title"===e&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var e,t,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),e=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),t=Math.max(0,s.minHeight-e),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-e):"none","auto"===s.height?this.element.css({minHeight:t,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-e)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=e(this);return e("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return e(t.target).closest(".ui-dialog").length?!0:!!e(t.target).closest(".ui-datepicker").length},_createOverlay:function(){if(this.options.modal){var t=!0;this._delay(function(){t=!1}),this.document.data("ui-dialog-overlays")||this._on(this.document,{focusin:function(e){t||this._allowInteraction(e)||(e.preventDefault(),this._trackingInstances()[0]._focusTabbable())}}),this.overlay=e("<div>").addClass("ui-widget-overlay ui-front").appendTo(this._appendTo()),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1)}},_destroyOverlay:function(){if(this.options.modal&&this.overlay){var e=this.document.data("ui-dialog-overlays")-1;e?this.document.data("ui-dialog-overlays",e):this.document.unbind("focusin").removeData("ui-dialog-overlays"),this.overlay.remove(),this.overlay=null}}}),e.widget("ui.progressbar",{version:"1.11.4",options:{max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.addClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").attr({role:"progressbar","aria-valuemin":this.min}),this.valueDiv=e("<div class='ui-progressbar-value ui-widget-header ui-corner-left'></div>").appendTo(this.element),this._refreshValue()},_destroy:function(){this.element.removeClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.valueDiv.remove()},value:function(e){return void 0===e?this.options.value:(this.options.value=this._constrainedValue(e),this._refreshValue(),void 0)},_constrainedValue:function(e){return void 0===e&&(e=this.options.value),this.indeterminate=e===!1,"number"!=typeof e&&(e=0),this.indeterminate?!1:Math.min(this.options.max,Math.max(this.min,e))},_setOptions:function(e){var t=e.value;delete e.value,this._super(e),this.options.value=this._constrainedValue(t),this._refreshValue()},_setOption:function(e,t){"max"===e&&(t=Math.max(this.min,t)),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,i=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).toggleClass("ui-corner-right",t===this.options.max).width(i.toFixed(0)+"%"),this.element.toggleClass("ui-progressbar-indeterminate",this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=e("<div class='ui-progressbar-overlay'></div>").appendTo(this.valueDiv))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),e.widget("ui.selectmenu",{version:"1.11.4",defaultElement:"<select>",options:{appendTo:null,disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:null,change:null,close:null,focus:null,open:null,select:null},_create:function(){var e=this.element.uniqueId().attr("id");this.ids={element:e,button:e+"-button",menu:e+"-menu"},this._drawButton(),this._drawMenu(),this.options.disabled&&this.disable()},_drawButton:function(){var t=this;this.label=e("label[for='"+this.ids.element+"']").attr("for",this.ids.button),this._on(this.label,{click:function(e){this.button.focus(),e.preventDefault()}}),this.element.hide(),this.button=e("<span>",{"class":"ui-selectmenu-button ui-widget ui-state-default ui-corner-all",tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true"}).insertAfter(this.element),e("<span>",{"class":"ui-icon "+this.options.icons.button}).prependTo(this.button),this.buttonText=e("<span>",{"class":"ui-selectmenu-text"}).appendTo(this.button),this._setText(this.buttonText,this.element.find("option:selected").text()),this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){t.menuItems||t._refreshMenu()}),this._hoverable(this.button),this._focusable(this.button)},_drawMenu:function(){var t=this;this.menu=e("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=e("<div>",{"class":"ui-selectmenu-menu ui-front"}).append(this.menu).appendTo(this._appendTo()),this.menuInstance=this.menu.menu({role:"listbox",select:function(e,i){e.preventDefault(),t._setSelection(),t._select(i.item.data("ui-selectmenu-item"),e)},focus:function(e,i){var s=i.item.data("ui-selectmenu-item");null!=t.focusIndex&&s.index!==t.focusIndex&&(t._trigger("focus",e,{item:s}),t.isOpen||t._select(s,e)),t.focusIndex=s.index,t.button.attr("aria-activedescendant",t.menuItems.eq(s.index).attr("id"))}}).menu("instance"),this.menu.addClass("ui-corner-bottom").removeClass("ui-corner-all"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this._setText(this.buttonText,this._getSelectedItem().text()),this.options.width||this._resizeButton()},_refreshMenu:function(){this.menu.empty();var e,t=this.element.find("option");t.length&&(this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup"),e=this._getSelectedItem(),this.menuInstance.focus(null,e),this._setAria(e.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(e){this.options.disabled||(this.menuItems?(this.menu.find(".ui-state-focus").removeClass("ui-state-focus"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",e))},_position:function(){this.menuWrap.position(e.extend({of:this.button},this.options.position))},close:function(e){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",e))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderMenu:function(t,i){var s=this,n="";e.each(i,function(i,a){a.optgroup!==n&&(e("<li>",{"class":"ui-selectmenu-optgroup ui-menu-divider"+(a.element.parent("optgroup").prop("disabled")?" ui-state-disabled":""),text:a.optgroup}).appendTo(t),n=a.optgroup),s._renderItemData(t,a)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-selectmenu-item",t)},_renderItem:function(t,i){var s=e("<li>");return i.disabled&&s.addClass("ui-state-disabled"),this._setText(s,i.label),s.appendTo(t)},_setText:function(e,t){t?e.text(t):e.html(" ")},_move:function(e,t){var i,s,n=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex):(i=this.menuItems.eq(this.element[0].selectedIndex),n+=":not(.ui-state-disabled)"),s="first"===e||"last"===e?i["first"===e?"prevAll":"nextAll"](n).eq(-1):i[e+"All"](n).eq(0),s.length&&this.menuInstance.focus(t,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex)},_toggle:function(e){this[this.isOpen?"close":"open"](e)},_setSelection:function(){var e;this.range&&(window.getSelection?(e=window.getSelection(),e.removeAllRanges(),e.addRange(this.range)):this.range.select(),this.button.focus())},_documentClick:{mousedown:function(t){this.isOpen&&(e(t.target).closest(".ui-selectmenu-menu, #"+this.ids.button).length||this.close(t))}},_buttonEvents:{mousedown:function(){var e;window.getSelection?(e=window.getSelection(),e.rangeCount&&(this.range=e.getRangeAt(0))):this.range=document.selection.createRange()},click:function(e){this._setSelection(),this._toggle(e)},keydown:function(t){var i=!0;switch(t.keyCode){case e.ui.keyCode.TAB:case e.ui.keyCode.ESCAPE:this.close(t),i=!1;break;case e.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case e.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case e.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case e.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case e.ui.keyCode.LEFT:this._move("prev",t);break;case e.ui.keyCode.RIGHT:this._move("next",t);break;case e.ui.keyCode.HOME:case e.ui.keyCode.PAGE_UP:this._move("first",t);break;case e.ui.keyCode.END:case e.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),i=!1}i&&t.preventDefault()}},_selectFocusedItem:function(e){var t=this.menuItems.eq(this.focusIndex);t.hasClass("ui-state-disabled")||this._select(t.data("ui-selectmenu-item"),e)},_select:function(e,t){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=e.index,this._setText(this.buttonText,e.label),this._setAria(e),this._trigger("select",t,{item:e}),e.index!==i&&this._trigger("change",t,{item:e}),this.close(t)},_setAria:function(e){var t=this.menuItems.eq(e.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(e,t){"icons"===e&&this.button.find("span.ui-icon").removeClass(this.options.icons.button).addClass(t.button),this._super(e,t),"appendTo"===e&&this.menuWrap.appendTo(this._appendTo()),"disabled"===e&&(this.menuInstance.option("disabled",t),this.button.toggleClass("ui-state-disabled",t).attr("aria-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)),"width"===e&&this._resizeButton()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_toggleAttr:function(){this.button.toggleClass("ui-corner-top",this.isOpen).toggleClass("ui-corner-all",!this.isOpen).attr("aria-expanded",this.isOpen),this.menuWrap.toggleClass("ui-selectmenu-open",this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var e=this.options.width;e||(e=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(e)},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){return{disabled:this.element.prop("disabled")}},_parseOptions:function(t){var i=[];t.each(function(t,s){var n=e(s),a=n.parent("optgroup");i.push({element:n,index:t,value:n.val(),label:n.text(),optgroup:a.attr("label")||"",disabled:a.prop("disabled")||n.prop("disabled")})}),this.items=i},_destroy:function(){this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.label.attr("for",this.ids.element)}}),e.widget("ui.slider",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"slide",options:{animate:!1,distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null,change:null,slide:null,start:null,stop:null},numPages:5,_create:function(){this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this._calculateNewMax(),this.element.addClass("ui-slider ui-slider-"+this.orientation+" ui-widget"+" ui-widget-content"+" ui-corner-all"),this._refresh(),this._setOption("disabled",this.options.disabled),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,i,s=this.options,n=this.element.find(".ui-slider-handle").addClass("ui-state-default ui-corner-all"),a="<span class='ui-slider-handle ui-state-default ui-corner-all' tabindex='0'></span>",o=[];for(i=s.values&&s.values.length||1,n.length>i&&(n.slice(i).remove(),n=n.slice(0,i)),t=n.length;i>t;t++)o.push(a);this.handles=n.add(e(o.join("")).appendTo(this.element)),this.handle=this.handles.eq(0),this.handles.each(function(t){e(this).data("ui-slider-handle-index",t)})},_createRange:function(){var t=this.options,i="";t.range?(t.range===!0&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:e.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?this.range.removeClass("ui-slider-range-min ui-slider-range-max").css({left:"",bottom:""}):(this.range=e("<div></div>").appendTo(this.element),i="ui-slider-range ui-widget-header ui-corner-all"),this.range.addClass(i+("min"===t.range||"max"===t.range?" ui-slider-range-"+t.range:""))):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this.element.removeClass("ui-slider ui-slider-horizontal ui-slider-vertical ui-widget ui-widget-content ui-corner-all"),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,a,o,r,h,l,u=this,d=this.options;return d.disabled?!1:(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),i={x:t.pageX,y:t.pageY},s=this._normValueFromMouse(i),n=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var i=Math.abs(s-u.values(t));(n>i||n===i&&(t===u._lastChangedValue||u.values(t)===d.min))&&(n=i,a=e(this),o=t)}),r=this._start(t,o),r===!1?!1:(this._mouseSliding=!0,this._handleIndex=o,a.addClass("ui-state-active").focus(),h=a.offset(),l=!e(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=l?{left:0,top:0}:{left:t.pageX-h.left-a.width()/2,top:t.pageY-h.top-a.height()/2-(parseInt(a.css("borderTopWidth"),10)||0)-(parseInt(a.css("borderBottomWidth"),10)||0)+(parseInt(a.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,s),this._animateOff=!0,!0))},_mouseStart:function(){return!0},_mouseDrag:function(e){var t={x:e.pageX,y:e.pageY},i=this._normValueFromMouse(t);return this._slide(e,this._handleIndex,i),!1},_mouseStop:function(e){return this.handles.removeClass("ui-state-active"),this._mouseSliding=!1,this._stop(e,this._handleIndex),this._change(e,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1,!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(e){var t,i,s,n,a;return"horizontal"===this.orientation?(t=this.elementSize.width,i=e.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(t=this.elementSize.height,i=e.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),s=i/t,s>1&&(s=1),0>s&&(s=0),"vertical"===this.orientation&&(s=1-s),n=this._valueMax()-this._valueMin(),a=this._valueMin()+s*n,this._trimAlignValue(a)},_start:function(e,t){var i={handle:this.handles[t],value:this.value()};return this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("start",e,i)},_slide:function(e,t,i){var s,n,a;this.options.values&&this.options.values.length?(s=this.values(t?0:1),2===this.options.values.length&&this.options.range===!0&&(0===t&&i>s||1===t&&s>i)&&(i=s),i!==this.values(t)&&(n=this.values(),n[t]=i,a=this._trigger("slide",e,{handle:this.handles[t],value:i,values:n}),s=this.values(t?0:1),a!==!1&&this.values(t,i))):i!==this.value()&&(a=this._trigger("slide",e,{handle:this.handles[t],value:i}),a!==!1&&this.value(i))},_stop:function(e,t){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("stop",e,i)},_change:function(e,t){if(!this._keySliding&&!this._mouseSliding){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._lastChangedValue=t,this._trigger("change",e,i)}},value:function(e){return arguments.length?(this.options.value=this._trimAlignValue(e),this._refreshValue(),this._change(null,0),void 0):this._value()},values:function(t,i){var s,n,a;if(arguments.length>1)return this.options.values[t]=this._trimAlignValue(i),this._refreshValue(),this._change(null,t),void 0;if(!arguments.length)return this._values();if(!e.isArray(arguments[0]))return this.options.values&&this.options.values.length?this._values(t):this.value();for(s=this.options.values,n=arguments[0],a=0;s.length>a;a+=1)s[a]=this._trimAlignValue(n[a]),this._change(null,a);this._refreshValue()},_setOption:function(t,i){var s,n=0;switch("range"===t&&this.options.range===!0&&("min"===i?(this.options.value=this._values(0),this.options.values=null):"max"===i&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),e.isArray(this.options.values)&&(n=this.options.values.length),"disabled"===t&&this.element.toggleClass("ui-state-disabled",!!i),this._super(t,i),t){case"orientation":this._detectOrientation(),this.element.removeClass("ui-slider-horizontal 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i=e.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==V.ui.safeActiveElement(this.document[0])&&(this.element.trigger("focus"),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",t,{item:i})&&this._value(i.value),this.term=this._value(),this.close(t),this.selectedItem=i}}),this.liveRegion=V("<div>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).appendTo(this.document[0].body),this._addClass(this.liveRegion,null,"ui-helper-hidden-accessible"),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(t,e){this._super(t,e),"source"===t&&this._initSource(),"appendTo"===t&&this.menu.element.appendTo(this._appendTo()),"disabled"===t&&e&&this.xhr&&this.xhr.abort()},_isEventTargetInWidget:function(t){var 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e=this.menu.element.empty();this._renderMenu(e,t),this.isNewMenu=!0,this.menu.refresh(),e.show(),this._resizeMenu(),e.position(V.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next(),this._on(this.document,{mousedown:"_closeOnClickOutside"})},_resizeMenu:function(){var t=this.menu.element;t.outerWidth(Math.max(t.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(i,t){var s=this;V.each(t,function(t,e){s._renderItemData(i,e)})},_renderItemData:function(t,e){return this._renderItem(t,e).data("ui-autocomplete-item",e)},_renderItem:function(t,e){return V("<li>").append(V("<div>").text(e.label)).appendTo(t)},_move:function(t,e){if(this.menu.element.is(":visible"))return this.menu.isFirstItem()&&/^previous/.test(t)||this.menu.isLastItem()&&/^next/.test(t)?(this.isMultiLine||this._value(this.term),void this.menu.blur()):void this.menu[t](e);this.search(null,e)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(t,e){this.isMultiLine&&!this.menu.element.is(":visible")||(this._move(t,e),e.preventDefault())},_isContentEditable:function(t){if(!t.length)return!1;var e=t.prop("contentEditable");return"inherit"===e?this._isContentEditable(t.parent()):"true"===e}}),V.extend(V.ui.autocomplete,{escapeRegex:function(t){return t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,e){var i=new RegExp(V.ui.autocomplete.escapeRegex(e),"i");return V.grep(t,function(t){return i.test(t.label||t.value||t)})}}),V.widget("ui.autocomplete",V.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(t){return t+(1<t?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var e;this._superApply(arguments),this.options.disabled||this.cancelSearch||(e=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,clearTimeout(this.liveRegionTimer),this.liveRegionTimer=this._delay(function(){this.liveRegion.html(V("<div>").text(e))},100))}});V.ui.autocomplete;var tt=/ui-corner-([a-z]){2,6}/g;V.widget("ui.controlgroup",{version:"1.13.2",defaultElement:"<div>",options:{direction:"horizontal",disabled:null,onlyVisible:!0,items:{button:"input[type=button], input[type=submit], input[type=reset], button, a",controlgroupLabel:".ui-controlgroup-label",checkboxradio:"input[type='checkbox'], input[type='radio']",selectmenu:"select",spinner:".ui-spinner-input"}},_create:function(){this._enhance()},_enhance:function(){this.element.attr("role","toolbar"),this.refresh()},_destroy:function(){this._callChildMethod("destroy"),this.childWidgets.removeData("ui-controlgroup-data"),this.element.removeAttr("role"),this.options.items.controlgroupLabel&&this.element.find(this.options.items.controlgroupLabel).find(".ui-controlgroup-label-contents").contents().unwrap()},_initWidgets:function(){var o=this,a=[];V.each(this.options.items,function(s,t){var e,n={};if(t)return"controlgroupLabel"===s?((e=o.element.find(t)).each(function(){var t=V(this);t.children(".ui-controlgroup-label-contents").length||t.contents().wrapAll("<span class='ui-controlgroup-label-contents'></span>")}),o._addClass(e,null,"ui-widget ui-widget-content ui-state-default"),void(a=a.concat(e.get()))):void(V.fn[s]&&(n=o["_"+s+"Options"]?o["_"+s+"Options"]("middle"):{classes:{}},o.element.find(t).each(function(){var t=V(this),e=t[s]("instance"),i=V.widget.extend({},n);"button"===s&&t.parent(".ui-spinner").length||((e=e||t[s]()[s]("instance"))&&(i.classes=o._resolveClassesValues(i.classes,e)),t[s](i),i=t[s]("widget"),V.data(i[0],"ui-controlgroup-data",e||t[s]("instance")),a.push(i[0]))})))}),this.childWidgets=V(V.uniqueSort(a)),this._addClass(this.childWidgets,"ui-controlgroup-item")},_callChildMethod:function(e){this.childWidgets.each(function(){var t=V(this).data("ui-controlgroup-data");t&&t[e]&&t[e]()})},_updateCornerClass:function(t,e){e=this._buildSimpleOptions(e,"label").classes.label;this._removeClass(t,null,"ui-corner-top ui-corner-bottom ui-corner-left ui-corner-right ui-corner-all"),this._addClass(t,null,e)},_buildSimpleOptions:function(t,e){var i="vertical"===this.options.direction,s={classes:{}};return s.classes[e]={middle:"",first:"ui-corner-"+(i?"top":"left"),last:"ui-corner-"+(i?"bottom":"right"),only:"ui-corner-all"}[t],s},_spinnerOptions:function(t){t=this._buildSimpleOptions(t,"ui-spinner");return t.classes["ui-spinner-up"]="",t.classes["ui-spinner-down"]="",t},_buttonOptions:function(t){return this._buildSimpleOptions(t,"ui-button")},_checkboxradioOptions:function(t){return this._buildSimpleOptions(t,"ui-checkboxradio-label")},_selectmenuOptions:function(t){var e="vertical"===this.options.direction;return{width:e&&"auto",classes:{middle:{"ui-selectmenu-button-open":"","ui-selectmenu-button-closed":""},first:{"ui-selectmenu-button-open":"ui-corner-"+(e?"top":"tl"),"ui-selectmenu-button-closed":"ui-corner-"+(e?"top":"left")},last:{"ui-selectmenu-button-open":e?"":"ui-corner-tr","ui-selectmenu-button-closed":"ui-corner-"+(e?"bottom":"right")},only:{"ui-selectmenu-button-open":"ui-corner-top","ui-selectmenu-button-closed":"ui-corner-all"}}[t]}},_resolveClassesValues:function(i,s){var n={};return V.each(i,function(t){var e=s.options.classes[t]||"",e=String.prototype.trim.call(e.replace(tt,""));n[t]=(e+" "+i[t]).replace(/\s+/g," ")}),n},_setOption:function(t,e){"direction"===t&&this._removeClass("ui-controlgroup-"+this.options.direction),this._super(t,e),"disabled"!==t?this.refresh():this._callChildMethod(e?"disable":"enable")},refresh:function(){var n,o=this;this._addClass("ui-controlgroup ui-controlgroup-"+this.options.direction),"horizontal"===this.options.direction&&this._addClass(null,"ui-helper-clearfix"),this._initWidgets(),n=this.childWidgets,(n=this.options.onlyVisible?n.filter(":visible"):n).length&&(V.each(["first","last"],function(t,e){var i,s=n[e]().data("ui-controlgroup-data");s&&o["_"+s.widgetName+"Options"]?((i=o["_"+s.widgetName+"Options"](1===n.length?"only":e)).classes=o._resolveClassesValues(i.classes,s),s.element[s.widgetName](i)):o._updateCornerClass(n[e](),e)}),this._callChildMethod("refresh"))}});V.widget("ui.checkboxradio",[V.ui.formResetMixin,{version:"1.13.2",options:{disabled:null,label:null,icon:!0,classes:{"ui-checkboxradio-label":"ui-corner-all","ui-checkboxradio-icon":"ui-corner-all"}},_getCreateOptions:function(){var t,e=this._super()||{};return this._readType(),t=this.element.labels(),this.label=V(t[t.length-1]),this.label.length||V.error("No label found for checkboxradio widget"),this.originalLabel="",(t=this.label.contents().not(this.element[0])).length&&(this.originalLabel+=t.clone().wrapAll("<div></div>").parent().html()),this.originalLabel&&(e.label=this.originalLabel),null!=(t=this.element[0].disabled)&&(e.disabled=t),e},_create:function(){var t=this.element[0].checked;this._bindFormResetHandler(),null==this.options.disabled&&(this.options.disabled=this.element[0].disabled),this._setOption("disabled",this.options.disabled),this._addClass("ui-checkboxradio","ui-helper-hidden-accessible"),this._addClass(this.label,"ui-checkboxradio-label","ui-button ui-widget"),"radio"===this.type&&this._addClass(this.label,"ui-checkboxradio-radio-label"),this.options.label&&this.options.label!==this.originalLabel?this._updateLabel():this.originalLabel&&(this.options.label=this.originalLabel),this._enhance(),t&&this._addClass(this.label,"ui-checkboxradio-checked","ui-state-active"),this._on({change:"_toggleClasses",focus:function(){this._addClass(this.label,null,"ui-state-focus ui-visual-focus")},blur:function(){this._removeClass(this.label,null,"ui-state-focus ui-visual-focus")}})},_readType:function(){var t=this.element[0].nodeName.toLowerCase();this.type=this.element[0].type,"input"===t&&/radio|checkbox/.test(this.type)||V.error("Can't create checkboxradio on element.nodeName="+t+" and element.type="+this.type)},_enhance:function(){this._updateIcon(this.element[0].checked)},widget:function(){return this.label},_getRadioGroup:function(){var t=this.element[0].name,e="input[name='"+V.escapeSelector(t)+"']";return t?(this.form.length?V(this.form[0].elements).filter(e):V(e).filter(function(){return 0===V(this)._form().length})).not(this.element):V([])},_toggleClasses:function(){var t=this.element[0].checked;this._toggleClass(this.label,"ui-checkboxradio-checked","ui-state-active",t),this.options.icon&&"checkbox"===this.type&&this._toggleClass(this.icon,null,"ui-icon-check ui-state-checked",t)._toggleClass(this.icon,null,"ui-icon-blank",!t),"radio"===this.type&&this._getRadioGroup().each(function(){var t=V(this).checkboxradio("instance");t&&t._removeClass(t.label,"ui-checkboxradio-checked","ui-state-active")})},_destroy:function(){this._unbindFormResetHandler(),this.icon&&(this.icon.remove(),this.iconSpace.remove())},_setOption:function(t,e){if("label"!==t||e){if(this._super(t,e),"disabled"===t)return this._toggleClass(this.label,null,"ui-state-disabled",e),void(this.element[0].disabled=e);this.refresh()}},_updateIcon:function(t){var e="ui-icon ui-icon-background ";this.options.icon?(this.icon||(this.icon=V("<span>"),this.iconSpace=V("<span> </span>"),this._addClass(this.iconSpace,"ui-checkboxradio-icon-space")),"checkbox"===this.type?(e+=t?"ui-icon-check ui-state-checked":"ui-icon-blank",this._removeClass(this.icon,null,t?"ui-icon-blank":"ui-icon-check")):e+="ui-icon-blank",this._addClass(this.icon,"ui-checkboxradio-icon",e),t||this._removeClass(this.icon,null,"ui-icon-check ui-state-checked"),this.icon.prependTo(this.label).after(this.iconSpace)):void 0!==this.icon&&(this.icon.remove(),this.iconSpace.remove(),delete this.icon)},_updateLabel:function(){var t=this.label.contents().not(this.element[0]);this.icon&&(t=t.not(this.icon[0])),(t=this.iconSpace?t.not(this.iconSpace[0]):t).remove(),this.label.append(this.options.label)},refresh:function(){var t=this.element[0].checked,e=this.element[0].disabled;this._updateIcon(t),this._toggleClass(this.label,"ui-checkboxradio-checked","ui-state-active",t),null!==this.options.label&&this._updateLabel(),e!==this.options.disabled&&this._setOptions({disabled:e})}}]);var et;V.ui.checkboxradio;V.widget("ui.button",{version:"1.13.2",defaultElement:"<button>",options:{classes:{"ui-button":"ui-corner-all"},disabled:null,icon:null,iconPosition:"beginning",label:null,showLabel:!0},_getCreateOptions:function(){var t,e=this._super()||{};return this.isInput=this.element.is("input"),null!=(t=this.element[0].disabled)&&(e.disabled=t),this.originalLabel=this.isInput?this.element.val():this.element.html(),this.originalLabel&&(e.label=this.originalLabel),e},_create:function(){!this.option.showLabel&!this.options.icon&&(this.options.showLabel=!0),null==this.options.disabled&&(this.options.disabled=this.element[0].disabled||!1),this.hasTitle=!!this.element.attr("title"),this.options.label&&this.options.label!==this.originalLabel&&(this.isInput?this.element.val(this.options.label):this.element.html(this.options.label)),this._addClass("ui-button","ui-widget"),this._setOption("disabled",this.options.disabled),this._enhance(),this.element.is("a")&&this._on({keyup:function(t){t.keyCode===V.ui.keyCode.SPACE&&(t.preventDefault(),this.element[0].click?this.element[0].click():this.element.trigger("click"))}})},_enhance:function(){this.element.is("button")||this.element.attr("role","button"),this.options.icon&&(this._updateIcon("icon",this.options.icon),this._updateTooltip())},_updateTooltip:function(){this.title=this.element.attr("title"),this.options.showLabel||this.title||this.element.attr("title",this.options.label)},_updateIcon:function(t,e){var i="iconPosition"!==t,s=i?this.options.iconPosition:e,t="top"===s||"bottom"===s;this.icon?i&&this._removeClass(this.icon,null,this.options.icon):(this.icon=V("<span>"),this._addClass(this.icon,"ui-button-icon","ui-icon"),this.options.showLabel||this._addClass("ui-button-icon-only")),i&&this._addClass(this.icon,null,e),this._attachIcon(s),t?(this._addClass(this.icon,null,"ui-widget-icon-block"),this.iconSpace&&this.iconSpace.remove()):(this.iconSpace||(this.iconSpace=V("<span> </span>"),this._addClass(this.iconSpace,"ui-button-icon-space")),this._removeClass(this.icon,null,"ui-wiget-icon-block"),this._attachIconSpace(s))},_destroy:function(){this.element.removeAttr("role"),this.icon&&this.icon.remove(),this.iconSpace&&this.iconSpace.remove(),this.hasTitle||this.element.removeAttr("title")},_attachIconSpace:function(t){this.icon[/^(?:end|bottom)/.test(t)?"before":"after"](this.iconSpace)},_attachIcon:function(t){this.element[/^(?:end|bottom)/.test(t)?"append":"prepend"](this.icon)},_setOptions:function(t){var e=(void 0===t.showLabel?this.options:t).showLabel,i=(void 0===t.icon?this.options:t).icon;e||i||(t.showLabel=!0),this._super(t)},_setOption:function(t,e){"icon"===t&&(e?this._updateIcon(t,e):this.icon&&(this.icon.remove(),this.iconSpace&&this.iconSpace.remove())),"iconPosition"===t&&this._updateIcon(t,e),"showLabel"===t&&(this._toggleClass("ui-button-icon-only",null,!e),this._updateTooltip()),"label"===t&&(this.isInput?this.element.val(e):(this.element.html(e),this.icon&&(this._attachIcon(this.options.iconPosition),this._attachIconSpace(this.options.iconPosition)))),this._super(t,e),"disabled"===t&&(this._toggleClass(null,"ui-state-disabled",e),(this.element[0].disabled=e)&&this.element.trigger("blur"))},refresh:function(){var t=this.element.is("input, button")?this.element[0].disabled:this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOptions({disabled:t}),this._updateTooltip()}}),!1!==V.uiBackCompat&&(V.widget("ui.button",V.ui.button,{options:{text:!0,icons:{primary:null,secondary:null}},_create:function(){this.options.showLabel&&!this.options.text&&(this.options.showLabel=this.options.text),!this.options.showLabel&&this.options.text&&(this.options.text=this.options.showLabel),this.options.icon||!this.options.icons.primary&&!this.options.icons.secondary?this.options.icon&&(this.options.icons.primary=this.options.icon):this.options.icons.primary?this.options.icon=this.options.icons.primary:(this.options.icon=this.options.icons.secondary,this.options.iconPosition="end"),this._super()},_setOption:function(t,e){"text"!==t?("showLabel"===t&&(this.options.text=e),"icon"===t&&(this.options.icons.primary=e),"icons"===t&&(e.primary?(this._super("icon",e.primary),this._super("iconPosition","beginning")):e.secondary&&(this._super("icon",e.secondary),this._super("iconPosition","end"))),this._superApply(arguments)):this._super("showLabel",e)}}),V.fn.button=(et=V.fn.button,function(i){var t="string"==typeof i,s=Array.prototype.slice.call(arguments,1),n=this;return t?this.length||"instance"!==i?this.each(function(){var t=V(this).attr("type"),e=V.data(this,"ui-"+("checkbox"!==t&&"radio"!==t?"button":"checkboxradio"));return"instance"===i?(n=e,!1):e?"function"!=typeof e[i]||"_"===i.charAt(0)?V.error("no such method '"+i+"' for button widget instance"):(t=e[i].apply(e,s))!==e&&void 0!==t?(n=t&&t.jquery?n.pushStack(t.get()):t,!1):void 0:V.error("cannot call methods on button prior to initialization; attempted to call method '"+i+"'")}):n=void 0:(s.length&&(i=V.widget.extend.apply(null,[i].concat(s))),this.each(function(){var t=V(this).attr("type"),e="checkbox"!==t&&"radio"!==t?"button":"checkboxradio",t=V.data(this,"ui-"+e);t?(t.option(i||{}),t._init&&t._init()):"button"!=e?V(this).checkboxradio(V.extend({icon:!1},i)):et.call(V(this),i)})),n}),V.fn.buttonset=function(){return V.ui.controlgroup||V.error("Controlgroup widget missing"),"option"===arguments[0]&&"items"===arguments[1]&&arguments[2]?this.controlgroup.apply(this,[arguments[0],"items.button",arguments[2]]):"option"===arguments[0]&&"items"===arguments[1]?this.controlgroup.apply(this,[arguments[0],"items.button"]):("object"==typeof arguments[0]&&arguments[0].items&&(arguments[0].items={button:arguments[0].items}),this.controlgroup.apply(this,arguments))});var it;V.ui.button;function st(){this._curInst=null,this._keyEvent=!1,this._disabledInputs=[],this._datepickerShowing=!1,this._inDialog=!1,this._mainDivId="ui-datepicker-div",this._inlineClass="ui-datepicker-inline",this._appendClass="ui-datepicker-append",this._triggerClass="ui-datepicker-trigger",this._dialogClass="ui-datepicker-dialog",this._disableClass="ui-datepicker-disabled",this._unselectableClass="ui-datepicker-unselectable",this._currentClass="ui-datepicker-current-day",this._dayOverClass="ui-datepicker-days-cell-over",this.regional=[],this.regional[""]={closeText:"Done",prevText:"Prev",nextText:"Next",currentText:"Today",monthNames:["January","February","March","April","May","June","July","August","September","October","November","December"],monthNamesShort:["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"],dayNames:["Sunday","Monday","Tuesday","Wednesday","Thursday","Friday","Saturday"],dayNamesShort:["Sun","Mon","Tue","Wed","Thu","Fri","Sat"],dayNamesMin:["Su","Mo","Tu","We","Th","Fr","Sa"],weekHeader:"Wk",dateFormat:"mm/dd/yy",firstDay:0,isRTL:!1,showMonthAfterYear:!1,yearSuffix:"",selectMonthLabel:"Select month",selectYearLabel:"Select year"},this._defaults={showOn:"focus",showAnim:"fadeIn",showOptions:{},defaultDate:null,appendText:"",buttonText:"...",buttonImage:"",buttonImageOnly:!1,hideIfNoPrevNext:!1,navigationAsDateFormat:!1,gotoCurrent:!1,changeMonth:!1,changeYear:!1,yearRange:"c-10:c+10",showOtherMonths:!1,selectOtherMonths:!1,showWeek:!1,calculateWeek:this.iso8601Week,shortYearCutoff:"+10",minDate:null,maxDate:null,duration:"fast",beforeShowDay:null,beforeShow:null,onSelect:null,onChangeMonthYear:null,onClose:null,onUpdateDatepicker:null,numberOfMonths:1,showCurrentAtPos:0,stepMonths:1,stepBigMonths:12,altField:"",altFormat:"",constrainInput:!0,showButtonPanel:!1,autoSize:!1,disabled:!1},V.extend(this._defaults,this.regional[""]),this.regional.en=V.extend(!0,{},this.regional[""]),this.regional["en-US"]=V.extend(!0,{},this.regional.en),this.dpDiv=nt(V("<div id='"+this._mainDivId+"' class='ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all'></div>"))}function nt(t){var e="button, .ui-datepicker-prev, .ui-datepicker-next, .ui-datepicker-calendar td a";return t.on("mouseout",e,function(){V(this).removeClass("ui-state-hover"),-1!==this.className.indexOf("ui-datepicker-prev")&&V(this).removeClass("ui-datepicker-prev-hover"),-1!==this.className.indexOf("ui-datepicker-next")&&V(this).removeClass("ui-datepicker-next-hover")}).on("mouseover",e,ot)}function ot(){V.datepicker._isDisabledDatepicker((it.inline?it.dpDiv.parent():it.input)[0])||(V(this).parents(".ui-datepicker-calendar").find("a").removeClass("ui-state-hover"),V(this).addClass("ui-state-hover"),-1!==this.className.indexOf("ui-datepicker-prev")&&V(this).addClass("ui-datepicker-prev-hover"),-1!==this.className.indexOf("ui-datepicker-next")&&V(this).addClass("ui-datepicker-next-hover"))}function at(t,e){for(var i in V.extend(t,e),e)null==e[i]&&(t[i]=e[i]);return t}V.extend(V.ui,{datepicker:{version:"1.13.2"}}),V.extend(st.prototype,{markerClassName:"hasDatepicker",maxRows:4,_widgetDatepicker:function(){return this.dpDiv},setDefaults:function(t){return at(this._defaults,t||{}),this},_attachDatepicker:function(t,e){var i,s=t.nodeName.toLowerCase(),n="div"===s||"span"===s;t.id||(this.uuid+=1,t.id="dp"+this.uuid),(i=this._newInst(V(t),n)).settings=V.extend({},e||{}),"input"===s?this._connectDatepicker(t,i):n&&this._inlineDatepicker(t,i)},_newInst:function(t,e){return{id:t[0].id.replace(/([^A-Za-z0-9_\-])/g,"\\\\$1"),input:t,selectedDay:0,selectedMonth:0,selectedYear:0,drawMonth:0,drawYear:0,inline:e,dpDiv:e?nt(V("<div class='"+this._inlineClass+" ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all'></div>")):this.dpDiv}},_connectDatepicker:function(t,e){var i=V(t);e.append=V([]),e.trigger=V([]),i.hasClass(this.markerClassName)||(this._attachments(i,e),i.addClass(this.markerClassName).on("keydown",this._doKeyDown).on("keypress",this._doKeyPress).on("keyup",this._doKeyUp),this._autoSize(e),V.data(t,"datepicker",e),e.settings.disabled&&this._disableDatepicker(t))},_attachments:function(t,e){var i,s=this._get(e,"appendText"),n=this._get(e,"isRTL");e.append&&e.append.remove(),s&&(e.append=V("<span>").addClass(this._appendClass).text(s),t[n?"before":"after"](e.append)),t.off("focus",this._showDatepicker),e.trigger&&e.trigger.remove(),"focus"!==(i=this._get(e,"showOn"))&&"both"!==i||t.on("focus",this._showDatepicker),"button"!==i&&"both"!==i||(s=this._get(e,"buttonText"),i=this._get(e,"buttonImage"),this._get(e,"buttonImageOnly")?e.trigger=V("<img>").addClass(this._triggerClass).attr({src:i,alt:s,title:s}):(e.trigger=V("<button type='button'>").addClass(this._triggerClass),i?e.trigger.html(V("<img>").attr({src:i,alt:s,title:s})):e.trigger.text(s)),t[n?"before":"after"](e.trigger),e.trigger.on("click",function(){return V.datepicker._datepickerShowing&&V.datepicker._lastInput===t[0]?V.datepicker._hideDatepicker():(V.datepicker._datepickerShowing&&V.datepicker._lastInput!==t[0]&&V.datepicker._hideDatepicker(),V.datepicker._showDatepicker(t[0])),!1}))},_autoSize:function(t){var e,i,s,n,o,a;this._get(t,"autoSize")&&!t.inline&&(o=new Date(2009,11,20),(a=this._get(t,"dateFormat")).match(/[DM]/)&&(e=function(t){for(n=s=i=0;n<t.length;n++)t[n].length>i&&(i=t[n].length,s=n);return s},o.setMonth(e(this._get(t,a.match(/MM/)?"monthNames":"monthNamesShort"))),o.setDate(e(this._get(t,a.match(/DD/)?"dayNames":"dayNamesShort"))+20-o.getDay())),t.input.attr("size",this._formatDate(t,o).length))},_inlineDatepicker:function(t,e){var i=V(t);i.hasClass(this.markerClassName)||(i.addClass(this.markerClassName).append(e.dpDiv),V.data(t,"datepicker",e),this._setDate(e,this._getDefaultDate(e),!0),this._updateDatepicker(e),this._updateAlternate(e),e.settings.disabled&&this._disableDatepicker(t),e.dpDiv.css("display","block"))},_dialogDatepicker:function(t,e,i,s,n){var o,a=this._dialogInst;return a||(this.uuid+=1,o="dp"+this.uuid,this._dialogInput=V("<input type='text' id='"+o+"' style='position: absolute; top: -100px; width: 0px;'/>"),this._dialogInput.on("keydown",this._doKeyDown),V("body").append(this._dialogInput),(a=this._dialogInst=this._newInst(this._dialogInput,!1)).settings={},V.data(this._dialogInput[0],"datepicker",a)),at(a.settings,s||{}),e=e&&e.constructor===Date?this._formatDate(a,e):e,this._dialogInput.val(e),this._pos=n?n.length?n:[n.pageX,n.pageY]:null,this._pos||(o=document.documentElement.clientWidth,s=document.documentElement.clientHeight,e=document.documentElement.scrollLeft||document.body.scrollLeft,n=document.documentElement.scrollTop||document.body.scrollTop,this._pos=[o/2-100+e,s/2-150+n]),this._dialogInput.css("left",this._pos[0]+20+"px").css("top",this._pos[1]+"px"),a.settings.onSelect=i,this._inDialog=!0,this.dpDiv.addClass(this._dialogClass),this._showDatepicker(this._dialogInput[0]),V.blockUI&&V.blockUI(this.dpDiv),V.data(this._dialogInput[0],"datepicker",a),this},_destroyDatepicker:function(t){var e,i=V(t),s=V.data(t,"datepicker");i.hasClass(this.markerClassName)&&(e=t.nodeName.toLowerCase(),V.removeData(t,"datepicker"),"input"===e?(s.append.remove(),s.trigger.remove(),i.removeClass(this.markerClassName).off("focus",this._showDatepicker).off("keydown",this._doKeyDown).off("keypress",this._doKeyPress).off("keyup",this._doKeyUp)):"div"!==e&&"span"!==e||i.removeClass(this.markerClassName).empty(),it===s&&(it=null,this._curInst=null))},_enableDatepicker:function(e){var t,i=V(e),s=V.data(e,"datepicker");i.hasClass(this.markerClassName)&&("input"===(t=e.nodeName.toLowerCase())?(e.disabled=!1,s.trigger.filter("button").each(function(){this.disabled=!1}).end().filter("img").css({opacity:"1.0",cursor:""})):"div"!==t&&"span"!==t||((i=i.children("."+this._inlineClass)).children().removeClass("ui-state-disabled"),i.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!1)),this._disabledInputs=V.map(this._disabledInputs,function(t){return t===e?null:t}))},_disableDatepicker:function(e){var t,i=V(e),s=V.data(e,"datepicker");i.hasClass(this.markerClassName)&&("input"===(t=e.nodeName.toLowerCase())?(e.disabled=!0,s.trigger.filter("button").each(function(){this.disabled=!0}).end().filter("img").css({opacity:"0.5",cursor:"default"})):"div"!==t&&"span"!==t||((i=i.children("."+this._inlineClass)).children().addClass("ui-state-disabled"),i.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!0)),this._disabledInputs=V.map(this._disabledInputs,function(t){return t===e?null:t}),this._disabledInputs[this._disabledInputs.length]=e)},_isDisabledDatepicker:function(t){if(!t)return!1;for(var e=0;e<this._disabledInputs.length;e++)if(this._disabledInputs[e]===t)return!0;return!1},_getInst:function(t){try{return V.data(t,"datepicker")}catch(t){throw"Missing instance data for this datepicker"}},_optionDatepicker:function(t,e,i){var s,n,o=this._getInst(t);if(2===arguments.length&&"string"==typeof e)return"defaults"===e?V.extend({},V.datepicker._defaults):o?"all"===e?V.extend({},o.settings):this._get(o,e):null;s=e||{},"string"==typeof e&&((s={})[e]=i),o&&(this._curInst===o&&this._hideDatepicker(),n=this._getDateDatepicker(t,!0),e=this._getMinMaxDate(o,"min"),i=this._getMinMaxDate(o,"max"),at(o.settings,s),null!==e&&void 0!==s.dateFormat&&void 0===s.minDate&&(o.settings.minDate=this._formatDate(o,e)),null!==i&&void 0!==s.dateFormat&&void 0===s.maxDate&&(o.settings.maxDate=this._formatDate(o,i)),"disabled"in s&&(s.disabled?this._disableDatepicker(t):this._enableDatepicker(t)),this._attachments(V(t),o),this._autoSize(o),this._setDate(o,n),this._updateAlternate(o),this._updateDatepicker(o))},_changeDatepicker:function(t,e,i){this._optionDatepicker(t,e,i)},_refreshDatepicker:function(t){t=this._getInst(t);t&&this._updateDatepicker(t)},_setDateDatepicker:function(t,e){t=this._getInst(t);t&&(this._setDate(t,e),this._updateDatepicker(t),this._updateAlternate(t))},_getDateDatepicker:function(t,e){t=this._getInst(t);return t&&!t.inline&&this._setDateFromField(t,e),t?this._getDate(t):null},_doKeyDown:function(t){var e,i,s=V.datepicker._getInst(t.target),n=!0,o=s.dpDiv.is(".ui-datepicker-rtl");if(s._keyEvent=!0,V.datepicker._datepickerShowing)switch(t.keyCode){case 9:V.datepicker._hideDatepicker(),n=!1;break;case 13:return(i=V("td."+V.datepicker._dayOverClass+":not(."+V.datepicker._currentClass+")",s.dpDiv))[0]&&V.datepicker._selectDay(t.target,s.selectedMonth,s.selectedYear,i[0]),(e=V.datepicker._get(s,"onSelect"))?(i=V.datepicker._formatDate(s),e.apply(s.input?s.input[0]:null,[i,s])):V.datepicker._hideDatepicker(),!1;case 27:V.datepicker._hideDatepicker();break;case 33:V.datepicker._adjustDate(t.target,t.ctrlKey?-V.datepicker._get(s,"stepBigMonths"):-V.datepicker._get(s,"stepMonths"),"M");break;case 34:V.datepicker._adjustDate(t.target,t.ctrlKey?+V.datepicker._get(s,"stepBigMonths"):+V.datepicker._get(s,"stepMonths"),"M");break;case 35:(t.ctrlKey||t.metaKey)&&V.datepicker._clearDate(t.target),n=t.ctrlKey||t.metaKey;break;case 36:(t.ctrlKey||t.metaKey)&&V.datepicker._gotoToday(t.target),n=t.ctrlKey||t.metaKey;break;case 37:(t.ctrlKey||t.metaKey)&&V.datepicker._adjustDate(t.target,o?1:-1,"D"),n=t.ctrlKey||t.metaKey,t.originalEvent.altKey&&V.datepicker._adjustDate(t.target,t.ctrlKey?-V.datepicker._get(s,"stepBigMonths"):-V.datepicker._get(s,"stepMonths"),"M");break;case 38:(t.ctrlKey||t.metaKey)&&V.datepicker._adjustDate(t.target,-7,"D"),n=t.ctrlKey||t.metaKey;break;case 39:(t.ctrlKey||t.metaKey)&&V.datepicker._adjustDate(t.target,o?-1:1,"D"),n=t.ctrlKey||t.metaKey,t.originalEvent.altKey&&V.datepicker._adjustDate(t.target,t.ctrlKey?+V.datepicker._get(s,"stepBigMonths"):+V.datepicker._get(s,"stepMonths"),"M");break;case 40:(t.ctrlKey||t.metaKey)&&V.datepicker._adjustDate(t.target,7,"D"),n=t.ctrlKey||t.metaKey;break;default:n=!1}else 36===t.keyCode&&t.ctrlKey?V.datepicker._showDatepicker(this):n=!1;n&&(t.preventDefault(),t.stopPropagation())},_doKeyPress:function(t){var e,i=V.datepicker._getInst(t.target);if(V.datepicker._get(i,"constrainInput"))return e=V.datepicker._possibleChars(V.datepicker._get(i,"dateFormat")),i=String.fromCharCode(null==t.charCode?t.keyCode:t.charCode),t.ctrlKey||t.metaKey||i<" "||!e||-1<e.indexOf(i)},_doKeyUp:function(t){t=V.datepicker._getInst(t.target);if(t.input.val()!==t.lastVal)try{V.datepicker.parseDate(V.datepicker._get(t,"dateFormat"),t.input?t.input.val():null,V.datepicker._getFormatConfig(t))&&(V.datepicker._setDateFromField(t),V.datepicker._updateAlternate(t),V.datepicker._updateDatepicker(t))}catch(t){}return!0},_showDatepicker:function(t){var e,i,s,n;"input"!==(t=t.target||t).nodeName.toLowerCase()&&(t=V("input",t.parentNode)[0]),V.datepicker._isDisabledDatepicker(t)||V.datepicker._lastInput===t||(n=V.datepicker._getInst(t),V.datepicker._curInst&&V.datepicker._curInst!==n&&(V.datepicker._curInst.dpDiv.stop(!0,!0),n&&V.datepicker._datepickerShowing&&V.datepicker._hideDatepicker(V.datepicker._curInst.input[0])),!1!==(i=(s=V.datepicker._get(n,"beforeShow"))?s.apply(t,[t,n]):{})&&(at(n.settings,i),n.lastVal=null,V.datepicker._lastInput=t,V.datepicker._setDateFromField(n),V.datepicker._inDialog&&(t.value=""),V.datepicker._pos||(V.datepicker._pos=V.datepicker._findPos(t),V.datepicker._pos[1]+=t.offsetHeight),e=!1,V(t).parents().each(function(){return!(e|="fixed"===V(this).css("position"))}),s={left:V.datepicker._pos[0],top:V.datepicker._pos[1]},V.datepicker._pos=null,n.dpDiv.empty(),n.dpDiv.css({position:"absolute",display:"block",top:"-1000px"}),V.datepicker._updateDatepicker(n),s=V.datepicker._checkOffset(n,s,e),n.dpDiv.css({position:V.datepicker._inDialog&&V.blockUI?"static":e?"fixed":"absolute",display:"none",left:s.left+"px",top:s.top+"px"}),n.inline||(i=V.datepicker._get(n,"showAnim"),s=V.datepicker._get(n,"duration"),n.dpDiv.css("z-index",function(t){for(var e,i;t.length&&t[0]!==document;){if(("absolute"===(e=t.css("position"))||"relative"===e||"fixed"===e)&&(i=parseInt(t.css("zIndex"),10),!isNaN(i)&&0!==i))return i;t=t.parent()}return 0}(V(t))+1),V.datepicker._datepickerShowing=!0,V.effects&&V.effects.effect[i]?n.dpDiv.show(i,V.datepicker._get(n,"showOptions"),s):n.dpDiv[i||"show"](i?s:null),V.datepicker._shouldFocusInput(n)&&n.input.trigger("focus"),V.datepicker._curInst=n)))},_updateDatepicker:function(t){this.maxRows=4,(it=t).dpDiv.empty().append(this._generateHTML(t)),this._attachHandlers(t);var e,i=this._getNumberOfMonths(t),s=i[1],n=t.dpDiv.find("."+this._dayOverClass+" a"),o=V.datepicker._get(t,"onUpdateDatepicker");0<n.length&&ot.apply(n.get(0)),t.dpDiv.removeClass("ui-datepicker-multi-2 ui-datepicker-multi-3 ui-datepicker-multi-4").width(""),1<s&&t.dpDiv.addClass("ui-datepicker-multi-"+s).css("width",17*s+"em"),t.dpDiv[(1!==i[0]||1!==i[1]?"add":"remove")+"Class"]("ui-datepicker-multi"),t.dpDiv[(this._get(t,"isRTL")?"add":"remove")+"Class"]("ui-datepicker-rtl"),t===V.datepicker._curInst&&V.datepicker._datepickerShowing&&V.datepicker._shouldFocusInput(t)&&t.input.trigger("focus"),t.yearshtml&&(e=t.yearshtml,setTimeout(function(){e===t.yearshtml&&t.yearshtml&&t.dpDiv.find("select.ui-datepicker-year").first().replaceWith(t.yearshtml),e=t.yearshtml=null},0)),o&&o.apply(t.input?t.input[0]:null,[t])},_shouldFocusInput:function(t){return t.input&&t.input.is(":visible")&&!t.input.is(":disabled")&&!t.input.is(":focus")},_checkOffset:function(t,e,i){var s=t.dpDiv.outerWidth(),n=t.dpDiv.outerHeight(),o=t.input?t.input.outerWidth():0,a=t.input?t.input.outerHeight():0,r=document.documentElement.clientWidth+(i?0:V(document).scrollLeft()),l=document.documentElement.clientHeight+(i?0:V(document).scrollTop());return e.left-=this._get(t,"isRTL")?s-o:0,e.left-=i&&e.left===t.input.offset().left?V(document).scrollLeft():0,e.top-=i&&e.top===t.input.offset().top+a?V(document).scrollTop():0,e.left-=Math.min(e.left,e.left+s>r&&s<r?Math.abs(e.left+s-r):0),e.top-=Math.min(e.top,e.top+n>l&&n<l?Math.abs(n+a):0),e},_findPos:function(t){for(var e=this._getInst(t),i=this._get(e,"isRTL");t&&("hidden"===t.type||1!==t.nodeType||V.expr.pseudos.hidden(t));)t=t[i?"previousSibling":"nextSibling"];return[(e=V(t).offset()).left,e.top]},_hideDatepicker:function(t){var e,i,s=this._curInst;!s||t&&s!==V.data(t,"datepicker")||this._datepickerShowing&&(e=this._get(s,"showAnim"),i=this._get(s,"duration"),t=function(){V.datepicker._tidyDialog(s)},V.effects&&(V.effects.effect[e]||V.effects[e])?s.dpDiv.hide(e,V.datepicker._get(s,"showOptions"),i,t):s.dpDiv["slideDown"===e?"slideUp":"fadeIn"===e?"fadeOut":"hide"](e?i:null,t),e||t(),this._datepickerShowing=!1,(t=this._get(s,"onClose"))&&t.apply(s.input?s.input[0]:null,[s.input?s.input.val():"",s]),this._lastInput=null,this._inDialog&&(this._dialogInput.css({position:"absolute",left:"0",top:"-100px"}),V.blockUI&&(V.unblockUI(),V("body").append(this.dpDiv))),this._inDialog=!1)},_tidyDialog:function(t){t.dpDiv.removeClass(this._dialogClass).off(".ui-datepicker-calendar")},_checkExternalClick:function(t){var e;V.datepicker._curInst&&(e=V(t.target),t=V.datepicker._getInst(e[0]),(e[0].id===V.datepicker._mainDivId||0!==e.parents("#"+V.datepicker._mainDivId).length||e.hasClass(V.datepicker.markerClassName)||e.closest("."+V.datepicker._triggerClass).length||!V.datepicker._datepickerShowing||V.datepicker._inDialog&&V.blockUI)&&(!e.hasClass(V.datepicker.markerClassName)||V.datepicker._curInst===t)||V.datepicker._hideDatepicker())},_adjustDate:function(t,e,i){var s=V(t),t=this._getInst(s[0]);this._isDisabledDatepicker(s[0])||(this._adjustInstDate(t,e,i),this._updateDatepicker(t))},_gotoToday:function(t){var e=V(t),i=this._getInst(e[0]);this._get(i,"gotoCurrent")&&i.currentDay?(i.selectedDay=i.currentDay,i.drawMonth=i.selectedMonth=i.currentMonth,i.drawYear=i.selectedYear=i.currentYear):(t=new Date,i.selectedDay=t.getDate(),i.drawMonth=i.selectedMonth=t.getMonth(),i.drawYear=i.selectedYear=t.getFullYear()),this._notifyChange(i),this._adjustDate(e)},_selectMonthYear:function(t,e,i){var s=V(t),t=this._getInst(s[0]);t["selected"+("M"===i?"Month":"Year")]=t["draw"+("M"===i?"Month":"Year")]=parseInt(e.options[e.selectedIndex].value,10),this._notifyChange(t),this._adjustDate(s)},_selectDay:function(t,e,i,s){var n=V(t);V(s).hasClass(this._unselectableClass)||this._isDisabledDatepicker(n[0])||((n=this._getInst(n[0])).selectedDay=n.currentDay=parseInt(V("a",s).attr("data-date")),n.selectedMonth=n.currentMonth=e,n.selectedYear=n.currentYear=i,this._selectDate(t,this._formatDate(n,n.currentDay,n.currentMonth,n.currentYear)))},_clearDate:function(t){t=V(t);this._selectDate(t,"")},_selectDate:function(t,e){var i=V(t),t=this._getInst(i[0]);e=null!=e?e:this._formatDate(t),t.input&&t.input.val(e),this._updateAlternate(t),(i=this._get(t,"onSelect"))?i.apply(t.input?t.input[0]:null,[e,t]):t.input&&t.input.trigger("change"),t.inline?this._updateDatepicker(t):(this._hideDatepicker(),this._lastInput=t.input[0],"object"!=typeof t.input[0]&&t.input.trigger("focus"),this._lastInput=null)},_updateAlternate:function(t){var e,i,s=this._get(t,"altField");s&&(e=this._get(t,"altFormat")||this._get(t,"dateFormat"),i=this._getDate(t),t=this.formatDate(e,i,this._getFormatConfig(t)),V(document).find(s).val(t))},noWeekends:function(t){t=t.getDay();return[0<t&&t<6,""]},iso8601Week:function(t){var e=new Date(t.getTime());return e.setDate(e.getDate()+4-(e.getDay()||7)),t=e.getTime(),e.setMonth(0),e.setDate(1),Math.floor(Math.round((t-e)/864e5)/7)+1},parseDate:function(e,n,t){if(null==e||null==n)throw"Invalid arguments";if(""===(n="object"==typeof n?n.toString():n+""))return null;for(var i,s,o,a=0,r=(t?t.shortYearCutoff:null)||this._defaults.shortYearCutoff,r="string"!=typeof r?r:(new Date).getFullYear()%100+parseInt(r,10),l=(t?t.dayNamesShort:null)||this._defaults.dayNamesShort,h=(t?t.dayNames:null)||this._defaults.dayNames,c=(t?t.monthNamesShort:null)||this._defaults.monthNamesShort,u=(t?t.monthNames:null)||this._defaults.monthNames,d=-1,p=-1,f=-1,g=-1,m=!1,_=function(t){t=w+1<e.length&&e.charAt(w+1)===t;return t&&w++,t},v=function(t){var e=_(t),e="@"===t?14:"!"===t?20:"y"===t&&e?4:"o"===t?3:2,e=new RegExp("^\\d{"+("y"===t?e:1)+","+e+"}"),e=n.substring(a).match(e);if(!e)throw"Missing number at position "+a;return a+=e[0].length,parseInt(e[0],10)},b=function(t,e,i){var s=-1,e=V.map(_(t)?i:e,function(t,e){return[[e,t]]}).sort(function(t,e){return-(t[1].length-e[1].length)});if(V.each(e,function(t,e){var i=e[1];if(n.substr(a,i.length).toLowerCase()===i.toLowerCase())return s=e[0],a+=i.length,!1}),-1!==s)return s+1;throw"Unknown name at position "+a},y=function(){if(n.charAt(a)!==e.charAt(w))throw"Unexpected literal at position "+a;a++},w=0;w<e.length;w++)if(m)"'"!==e.charAt(w)||_("'")?y():m=!1;else switch(e.charAt(w)){case"d":f=v("d");break;case"D":b("D",l,h);break;case"o":g=v("o");break;case"m":p=v("m");break;case"M":p=b("M",c,u);break;case"y":d=v("y");break;case"@":d=(o=new Date(v("@"))).getFullYear(),p=o.getMonth()+1,f=o.getDate();break;case"!":d=(o=new Date((v("!")-this._ticksTo1970)/1e4)).getFullYear(),p=o.getMonth()+1,f=o.getDate();break;case"'":_("'")?y():m=!0;break;default:y()}if(a<n.length&&(s=n.substr(a),!/^\s+/.test(s)))throw"Extra/unparsed characters found in date: "+s;if(-1===d?d=(new Date).getFullYear():d<100&&(d+=(new Date).getFullYear()-(new Date).getFullYear()%100+(d<=r?0:-100)),-1<g)for(p=1,f=g;;){if(f<=(i=this._getDaysInMonth(d,p-1)))break;p++,f-=i}if((o=this._daylightSavingAdjust(new Date(d,p-1,f))).getFullYear()!==d||o.getMonth()+1!==p||o.getDate()!==f)throw"Invalid date";return o},ATOM:"yy-mm-dd",COOKIE:"D, dd M yy",ISO_8601:"yy-mm-dd",RFC_822:"D, d M y",RFC_850:"DD, dd-M-y",RFC_1036:"D, d M y",RFC_1123:"D, d M yy",RFC_2822:"D, d M yy",RSS:"D, d M y",TICKS:"!",TIMESTAMP:"@",W3C:"yy-mm-dd",_ticksTo1970:24*(718685+Math.floor(492.5)-Math.floor(19.7)+Math.floor(4.925))*60*60*1e7,formatDate:function(e,t,i){if(!t)return"";function s(t,e,i){var s=""+e;if(c(t))for(;s.length<i;)s="0"+s;return s}function n(t,e,i,s){return(c(t)?s:i)[e]}var o,a=(i?i.dayNamesShort:null)||this._defaults.dayNamesShort,r=(i?i.dayNames:null)||this._defaults.dayNames,l=(i?i.monthNamesShort:null)||this._defaults.monthNamesShort,h=(i?i.monthNames:null)||this._defaults.monthNames,c=function(t){t=o+1<e.length&&e.charAt(o+1)===t;return t&&o++,t},u="",d=!1;if(t)for(o=0;o<e.length;o++)if(d)"'"!==e.charAt(o)||c("'")?u+=e.charAt(o):d=!1;else switch(e.charAt(o)){case"d":u+=s("d",t.getDate(),2);break;case"D":u+=n("D",t.getDay(),a,r);break;case"o":u+=s("o",Math.round((new Date(t.getFullYear(),t.getMonth(),t.getDate()).getTime()-new Date(t.getFullYear(),0,0).getTime())/864e5),3);break;case"m":u+=s("m",t.getMonth()+1,2);break;case"M":u+=n("M",t.getMonth(),l,h);break;case"y":u+=c("y")?t.getFullYear():(t.getFullYear()%100<10?"0":"")+t.getFullYear()%100;break;case"@":u+=t.getTime();break;case"!":u+=1e4*t.getTime()+this._ticksTo1970;break;case"'":c("'")?u+="'":d=!0;break;default:u+=e.charAt(o)}return u},_possibleChars:function(e){for(var t="",i=!1,s=function(t){t=n+1<e.length&&e.charAt(n+1)===t;return t&&n++,t},n=0;n<e.length;n++)if(i)"'"!==e.charAt(n)||s("'")?t+=e.charAt(n):i=!1;else switch(e.charAt(n)){case"d":case"m":case"y":case"@":t+="0123456789";break;case"D":case"M":return null;case"'":s("'")?t+="'":i=!0;break;default:t+=e.charAt(n)}return t},_get:function(t,e){return(void 0!==t.settings[e]?t.settings:this._defaults)[e]},_setDateFromField:function(t,e){if(t.input.val()!==t.lastVal){var i=this._get(t,"dateFormat"),s=t.lastVal=t.input?t.input.val():null,n=this._getDefaultDate(t),o=n,a=this._getFormatConfig(t);try{o=this.parseDate(i,s,a)||n}catch(t){s=e?"":s}t.selectedDay=o.getDate(),t.drawMonth=t.selectedMonth=o.getMonth(),t.drawYear=t.selectedYear=o.getFullYear(),t.currentDay=s?o.getDate():0,t.currentMonth=s?o.getMonth():0,t.currentYear=s?o.getFullYear():0,this._adjustInstDate(t)}},_getDefaultDate:function(t){return this._restrictMinMax(t,this._determineDate(t,this._get(t,"defaultDate"),new Date))},_determineDate:function(r,t,e){var i,s,t=null==t||""===t?e:"string"==typeof t?function(t){try{return V.datepicker.parseDate(V.datepicker._get(r,"dateFormat"),t,V.datepicker._getFormatConfig(r))}catch(t){}for(var e=(t.toLowerCase().match(/^c/)?V.datepicker._getDate(r):null)||new Date,i=e.getFullYear(),s=e.getMonth(),n=e.getDate(),o=/([+\-]?[0-9]+)\s*(d|D|w|W|m|M|y|Y)?/g,a=o.exec(t);a;){switch(a[2]||"d"){case"d":case"D":n+=parseInt(a[1],10);break;case"w":case"W":n+=7*parseInt(a[1],10);break;case"m":case"M":s+=parseInt(a[1],10),n=Math.min(n,V.datepicker._getDaysInMonth(i,s));break;case"y":case"Y":i+=parseInt(a[1],10),n=Math.min(n,V.datepicker._getDaysInMonth(i,s))}a=o.exec(t)}return new Date(i,s,n)}(t):"number"==typeof t?isNaN(t)?e:(i=t,(s=new Date).setDate(s.getDate()+i),s):new Date(t.getTime());return(t=t&&"Invalid Date"===t.toString()?e:t)&&(t.setHours(0),t.setMinutes(0),t.setSeconds(0),t.setMilliseconds(0)),this._daylightSavingAdjust(t)},_daylightSavingAdjust:function(t){return t?(t.setHours(12<t.getHours()?t.getHours()+2:0),t):null},_setDate:function(t,e,i){var s=!e,n=t.selectedMonth,o=t.selectedYear,e=this._restrictMinMax(t,this._determineDate(t,e,new 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ui-helper-clearfix"+y+"'>"+(/all|left/.test(y)&&0===m?N?s:i:"")+(/all|right/.test(y)&&0===m?N?i:s:"")+this._generateMonthYearHeader(t,K,U,j,q,0<m||0<v,l,h)+"</div><table class='ui-datepicker-calendar'><thead><tr>",x=o?"<th class='ui-datepicker-week-col'>"+this._get(t,"weekHeader")+"</th>":"",g=0;g<7;g++)x+="<th scope='col'"+(5<=(g+n+6)%7?" class='ui-datepicker-week-end'":"")+"><span title='"+a[k=(g+n)%7]+"'>"+r[k]+"</span></th>";for(w+=x+"</tr></thead><tbody>",D=this._getDaysInMonth(U,K),U===t.selectedYear&&K===t.selectedMonth&&(t.selectedDay=Math.min(t.selectedDay,D)),C=(this._getFirstDayOfMonth(U,K)-n+7)%7,D=Math.ceil((C+D)/7),I=Y&&this.maxRows>D?this.maxRows:D,this.maxRows=I,T=this._daylightSavingAdjust(new Date(U,K,1-C)),P=0;P<I;P++){for(w+="<tr>",M=o?"<td class='ui-datepicker-week-col'>"+this._get(t,"calculateWeek")(T)+"</td>":"",g=0;g<7;g++)S=c?c.apply(t.input?t.input[0]:null,[T]):[!0,""],z=(H=T.getMonth()!==K)&&!d||!S[0]||j&&T<j||q&&q<T,M+="<td class='"+(5<=(g+n+6)%7?" ui-datepicker-week-end":"")+(H?" ui-datepicker-other-month":"")+(T.getTime()===b.getTime()&&K===t.selectedMonth&&t._keyEvent||p.getTime()===T.getTime()&&p.getTime()===b.getTime()?" 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this.helper=this._createHelper(t),this._addClass(this.helper,"ui-draggable-dragging"),this._cacheHelperProportions(),V.ui.ddmanager&&(V.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=0<this.helper.parents().filter(function(){return"fixed"===V(this).css("position")}).length,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,e.cursorAt&&this._adjustOffsetFromHelper(e.cursorAt),this._setContainment(),!1===this._trigger("start",t)?(this._clear(),!1):(this._cacheHelperProportions(),V.ui.ddmanager&&!e.dropBehaviour&&V.ui.ddmanager.prepareOffsets(this,t),this._mouseDrag(t,!0),V.ui.ddmanager&&V.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(t){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:t.pageX-this.offset.left,top:t.pageY-this.offset.top}},_mouseDrag:function(t,e){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!e){e=this._uiHash();if(!1===this._trigger("drag",t,e))return 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this.helper.is(".ui-draggable-dragging")?this._mouseUp(new V.Event("mouseup",{target:this.element[0]})):this._clear(),this},_getHandle:function(t){return!this.options.handle||!!V(t.target).closest(this.element.find(this.options.handle)).length},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this._addClass(this.handleElement,"ui-draggable-handle")},_removeHandleClassName:function(){this._removeClass(this.handleElement,"ui-draggable-handle")},_createHelper:function(t){var e=this.options,i="function"==typeof e.helper,t=i?V(e.helper.apply(this.element[0],[t])):"clone"===e.helper?this.element.clone().removeAttr("id"):this.element;return t.parents("body").length||t.appendTo("parent"===e.appendTo?this.element[0].parentNode:e.appendTo),i&&t[0]===this.element[0]&&this._setPositionRelative(),t[0]===this.element[0]||/(fixed|absolute)/.test(t.css("position"))||t.css("position","absolute"),t},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),"left"in(t=Array.isArray(t)?{left:+t[0],top:+t[1]||0}:t)&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(t){return/(html|body)/i.test(t.tagName)||t===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),e=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==e&&V.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),{top:(t=this._isRootNode(this.offsetParent[0])?{top:0,left:0}:t).top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var t=this.element.position(),e=this._isRootNode(this.scrollParent[0]);return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+(e?0:this.scrollParent.scrollTop()),left:t.left-(parseInt(this.helper.css("left"),10)||0)+(e?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,e,i,s=this.options,n=this.document[0];this.relativeContainer=null,s.containment?"window"!==s.containment?"document"!==s.containment?s.containment.constructor!==Array?("parent"===s.containment&&(s.containment=this.helper[0].parentNode),(i=(e=V(s.containment))[0])&&(t=/(scroll|auto)/.test(e.css("overflow")),this.containment=[(parseInt(e.css("borderLeftWidth"),10)||0)+(parseInt(e.css("paddingLeft"),10)||0),(parseInt(e.css("borderTopWidth"),10)||0)+(parseInt(e.css("paddingTop"),10)||0),(t?Math.max(i.scrollWidth,i.offsetWidth):i.offsetWidth)-(parseInt(e.css("borderRightWidth"),10)||0)-(parseInt(e.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(i.scrollHeight,i.offsetHeight):i.offsetHeight)-(parseInt(e.css("borderBottomWidth"),10)||0)-(parseInt(e.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=e)):this.containment=s.containment:this.containment=[0,0,V(n).width()-this.helperProportions.width-this.margins.left,(V(n).height()||n.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]:this.containment=[V(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,V(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,V(window).scrollLeft()+V(window).width()-this.helperProportions.width-this.margins.left,V(window).scrollTop()+(V(window).height()||n.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]:this.containment=null},_convertPositionTo:function(t,e){e=e||this.position;var i="absolute"===t?1:-1,t=this._isRootNode(this.scrollParent[0]);return{top:e.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:t?0:this.offset.scroll.top)*i,left:e.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:t?0:this.offset.scroll.left)*i}},_generatePosition:function(t,e){var i,s=this.options,n=this._isRootNode(this.scrollParent[0]),o=t.pageX,a=t.pageY;return n&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),e&&(this.containment&&(i=this.relativeContainer?(i=this.relativeContainer.offset(),[this.containment[0]+i.left,this.containment[1]+i.top,this.containment[2]+i.left,this.containment[3]+i.top]):this.containment,t.pageX-this.offset.click.left<i[0]&&(o=i[0]+this.offset.click.left),t.pageY-this.offset.click.top<i[1]&&(a=i[1]+this.offset.click.top),t.pageX-this.offset.click.left>i[2]&&(o=i[2]+this.offset.click.left),t.pageY-this.offset.click.top>i[3]&&(a=i[3]+this.offset.click.top)),s.grid&&(t=s.grid[1]?this.originalPageY+Math.round((a-this.originalPageY)/s.grid[1])*s.grid[1]:this.originalPageY,a=!i||t-this.offset.click.top>=i[1]||t-this.offset.click.top>i[3]?t:t-this.offset.click.top>=i[1]?t-s.grid[1]:t+s.grid[1],t=s.grid[0]?this.originalPageX+Math.round((o-this.originalPageX)/s.grid[0])*s.grid[0]:this.originalPageX,o=!i||t-this.offset.click.left>=i[0]||t-this.offset.click.left>i[2]?t:t-this.offset.click.left>=i[0]?t-s.grid[0]:t+s.grid[0]),"y"===s.axis&&(o=this.originalPageX),"x"===s.axis&&(a=this.originalPageY)),{top:a-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:n?0:this.offset.scroll.top),left:o-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:n?0:this.offset.scroll.left)}},_clear:function(){this._removeClass(this.helper,"ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_trigger:function(t,e,i){return i=i||this._uiHash(),V.ui.plugin.call(this,t,[e,i,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),i.offset=this.positionAbs),V.Widget.prototype._trigger.call(this,t,e,i)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),V.ui.plugin.add("draggable","connectToSortable",{start:function(e,t,i){var s=V.extend({},t,{item:i.element});i.sortables=[],V(i.options.connectToSortable).each(function(){var t=V(this).sortable("instance");t&&!t.options.disabled&&(i.sortables.push(t),t.refreshPositions(),t._trigger("activate",e,s))})},stop:function(e,t,i){var s=V.extend({},t,{item:i.element});i.cancelHelperRemoval=!1,V.each(i.sortables,function(){var t=this;t.isOver?(t.isOver=0,i.cancelHelperRemoval=!0,t.cancelHelperRemoval=!1,t._storedCSS={position:t.placeholder.css("position"),top:t.placeholder.css("top"),left:t.placeholder.css("left")},t._mouseStop(e),t.options.helper=t.options._helper):(t.cancelHelperRemoval=!0,t._trigger("deactivate",e,s))})},drag:function(i,s,n){V.each(n.sortables,function(){var t=!1,e=this;e.positionAbs=n.positionAbs,e.helperProportions=n.helperProportions,e.offset.click=n.offset.click,e._intersectsWith(e.containerCache)&&(t=!0,V.each(n.sortables,function(){return this.positionAbs=n.positionAbs,this.helperProportions=n.helperProportions,this.offset.click=n.offset.click,t=this!==e&&this._intersectsWith(this.containerCache)&&V.contains(e.element[0],this.element[0])?!1:t})),t?(e.isOver||(e.isOver=1,n._parent=s.helper.parent(),e.currentItem=s.helper.appendTo(e.element).data("ui-sortable-item",!0),e.options._helper=e.options.helper,e.options.helper=function(){return s.helper[0]},i.target=e.currentItem[0],e._mouseCapture(i,!0),e._mouseStart(i,!0,!0),e.offset.click.top=n.offset.click.top,e.offset.click.left=n.offset.click.left,e.offset.parent.left-=n.offset.parent.left-e.offset.parent.left,e.offset.parent.top-=n.offset.parent.top-e.offset.parent.top,n._trigger("toSortable",i),n.dropped=e.element,V.each(n.sortables,function(){this.refreshPositions()}),n.currentItem=n.element,e.fromOutside=n),e.currentItem&&(e._mouseDrag(i),s.position=e.position)):e.isOver&&(e.isOver=0,e.cancelHelperRemoval=!0,e.options._revert=e.options.revert,e.options.revert=!1,e._trigger("out",i,e._uiHash(e)),e._mouseStop(i,!0),e.options.revert=e.options._revert,e.options.helper=e.options._helper,e.placeholder&&e.placeholder.remove(),s.helper.appendTo(n._parent),n._refreshOffsets(i),s.position=n._generatePosition(i,!0),n._trigger("fromSortable",i),n.dropped=!1,V.each(n.sortables,function(){this.refreshPositions()}))})}}),V.ui.plugin.add("draggable","cursor",{start:function(t,e,i){var s=V("body"),i=i.options;s.css("cursor")&&(i._cursor=s.css("cursor")),s.css("cursor",i.cursor)},stop:function(t,e,i){i=i.options;i._cursor&&V("body").css("cursor",i._cursor)}}),V.ui.plugin.add("draggable","opacity",{start:function(t,e,i){e=V(e.helper),i=i.options;e.css("opacity")&&(i._opacity=e.css("opacity")),e.css("opacity",i.opacity)},stop:function(t,e,i){i=i.options;i._opacity&&V(e.helper).css("opacity",i._opacity)}}),V.ui.plugin.add("draggable","scroll",{start:function(t,e,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,e,i){var s=i.options,n=!1,o=i.scrollParentNotHidden[0],a=i.document[0];o!==a&&"HTML"!==o.tagName?(s.axis&&"x"===s.axis||(i.overflowOffset.top+o.offsetHeight-t.pageY<s.scrollSensitivity?o.scrollTop=n=o.scrollTop+s.scrollSpeed:t.pageY-i.overflowOffset.top<s.scrollSensitivity&&(o.scrollTop=n=o.scrollTop-s.scrollSpeed)),s.axis&&"y"===s.axis||(i.overflowOffset.left+o.offsetWidth-t.pageX<s.scrollSensitivity?o.scrollLeft=n=o.scrollLeft+s.scrollSpeed:t.pageX-i.overflowOffset.left<s.scrollSensitivity&&(o.scrollLeft=n=o.scrollLeft-s.scrollSpeed))):(s.axis&&"x"===s.axis||(t.pageY-V(a).scrollTop()<s.scrollSensitivity?n=V(a).scrollTop(V(a).scrollTop()-s.scrollSpeed):V(window).height()-(t.pageY-V(a).scrollTop())<s.scrollSensitivity&&(n=V(a).scrollTop(V(a).scrollTop()+s.scrollSpeed))),s.axis&&"y"===s.axis||(t.pageX-V(a).scrollLeft()<s.scrollSensitivity?n=V(a).scrollLeft(V(a).scrollLeft()-s.scrollSpeed):V(window).width()-(t.pageX-V(a).scrollLeft())<s.scrollSensitivity&&(n=V(a).scrollLeft(V(a).scrollLeft()+s.scrollSpeed)))),!1!==n&&V.ui.ddmanager&&!s.dropBehaviour&&V.ui.ddmanager.prepareOffsets(i,t)}}),V.ui.plugin.add("draggable","snap",{start:function(t,e,i){var s=i.options;i.snapElements=[],V(s.snap.constructor!==String?s.snap.items||":data(ui-draggable)":s.snap).each(function(){var t=V(this),e=t.offset();this!==i.element[0]&&i.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:e.top,left:e.left})})},drag:function(t,e,i){for(var s,n,o,a,r,l,h,c,u,d=i.options,p=d.snapTolerance,f=e.offset.left,g=f+i.helperProportions.width,m=e.offset.top,_=m+i.helperProportions.height,v=i.snapElements.length-1;0<=v;v--)l=(r=i.snapElements[v].left-i.margins.left)+i.snapElements[v].width,c=(h=i.snapElements[v].top-i.margins.top)+i.snapElements[v].height,g<r-p||l+p<f||_<h-p||c+p<m||!V.contains(i.snapElements[v].item.ownerDocument,i.snapElements[v].item)?(i.snapElements[v].snapping&&i.options.snap.release&&i.options.snap.release.call(i.element,t,V.extend(i._uiHash(),{snapItem:i.snapElements[v].item})),i.snapElements[v].snapping=!1):("inner"!==d.snapMode&&(s=Math.abs(h-_)<=p,n=Math.abs(c-m)<=p,o=Math.abs(r-g)<=p,a=Math.abs(l-f)<=p,s&&(e.position.top=i._convertPositionTo("relative",{top:h-i.helperProportions.height,left:0}).top),n&&(e.position.top=i._convertPositionTo("relative",{top:c,left:0}).top),o&&(e.position.left=i._convertPositionTo("relative",{top:0,left:r-i.helperProportions.width}).left),a&&(e.position.left=i._convertPositionTo("relative",{top:0,left:l}).left)),u=s||n||o||a,"outer"!==d.snapMode&&(s=Math.abs(h-m)<=p,n=Math.abs(c-_)<=p,o=Math.abs(r-f)<=p,a=Math.abs(l-g)<=p,s&&(e.position.top=i._convertPositionTo("relative",{top:h,left:0}).top),n&&(e.position.top=i._convertPositionTo("relative",{top:c-i.helperProportions.height,left:0}).top),o&&(e.position.left=i._convertPositionTo("relative",{top:0,left:r}).left),a&&(e.position.left=i._convertPositionTo("relative",{top:0,left:l-i.helperProportions.width}).left)),!i.snapElements[v].snapping&&(s||n||o||a||u)&&i.options.snap.snap&&i.options.snap.snap.call(i.element,t,V.extend(i._uiHash(),{snapItem:i.snapElements[v].item})),i.snapElements[v].snapping=s||n||o||a||u)}}),V.ui.plugin.add("draggable","stack",{start:function(t,e,i){var s,i=i.options,i=V.makeArray(V(i.stack)).sort(function(t,e){return(parseInt(V(t).css("zIndex"),10)||0)-(parseInt(V(e).css("zIndex"),10)||0)});i.length&&(s=parseInt(V(i[0]).css("zIndex"),10)||0,V(i).each(function(t){V(this).css("zIndex",s+t)}),this.css("zIndex",s+i.length))}}),V.ui.plugin.add("draggable","zIndex",{start:function(t,e,i){e=V(e.helper),i=i.options;e.css("zIndex")&&(i._zIndex=e.css("zIndex")),e.css("zIndex",i.zIndex)},stop:function(t,e,i){i=i.options;i._zIndex&&V(e.helper).css("zIndex",i._zIndex)}});V.ui.draggable;V.widget("ui.resizable",V.ui.mouse,{version:"1.13.2",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,classes:{"ui-resizable-se":"ui-icon ui-icon-gripsmall-diagonal-se"},containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_num:function(t){return parseFloat(t)||0},_isNumber:function(t){return!isNaN(parseFloat(t))},_hasScroll:function(t,e){if("hidden"===V(t).css("overflow"))return!1;var i=e&&"left"===e?"scrollLeft":"scrollTop",e=!1;if(0<t[i])return!0;try{t[i]=1,e=0<t[i],t[i]=0}catch(t){}return e},_create:function(){var t,e=this.options,i=this;this._addClass("ui-resizable"),V.extend(this,{_aspectRatio:!!e.aspectRatio,aspectRatio:e.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:e.helper||e.ghost||e.animate?e.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(V("<div class='ui-wrapper'></div>").css({overflow:"hidden",position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,t={marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom"),marginLeft:this.originalElement.css("marginLeft")},this.element.css(t),this.originalElement.css("margin",0),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css(t),this._proportionallyResize()),this._setupHandles(),e.autoHide&&V(this.element).on("mouseenter",function(){e.disabled||(i._removeClass("ui-resizable-autohide"),i._handles.show())}).on("mouseleave",function(){e.disabled||i.resizing||(i._addClass("ui-resizable-autohide"),i._handles.hide())}),this._mouseInit()},_destroy:function(){this._mouseDestroy(),this._addedHandles.remove();function t(t){V(t).removeData("resizable").removeData("ui-resizable").off(".resizable")}var e;return this.elementIsWrapper&&(t(this.element),e=this.element,this.originalElement.css({position:e.css("position"),width:e.outerWidth(),height:e.outerHeight(),top:e.css("top"),left:e.css("left")}).insertAfter(e),e.remove()),this.originalElement.css("resize",this.originalResizeStyle),t(this.originalElement),this},_setOption:function(t,e){switch(this._super(t,e),t){case"handles":this._removeHandles(),this._setupHandles();break;case"aspectRatio":this._aspectRatio=!!e}},_setupHandles:function(){var t,e,i,s,n,o=this.options,a=this;if(this.handles=o.handles||(V(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=V(),this._addedHandles=V(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),i=this.handles.split(","),this.handles={},e=0;e<i.length;e++)s="ui-resizable-"+(t=String.prototype.trim.call(i[e])),n=V("<div>"),this._addClass(n,"ui-resizable-handle "+s),n.css({zIndex:o.zIndex}),this.handles[t]=".ui-resizable-"+t,this.element.children(this.handles[t]).length||(this.element.append(n),this._addedHandles=this._addedHandles.add(n));this._renderAxis=function(t){var e,i,s;for(e in t=t||this.element,this.handles)this.handles[e].constructor===String?this.handles[e]=this.element.children(this.handles[e]).first().show():(this.handles[e].jquery||this.handles[e].nodeType)&&(this.handles[e]=V(this.handles[e]),this._on(this.handles[e],{mousedown:a._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(i=V(this.handles[e],this.element),s=/sw|ne|nw|se|n|s/.test(e)?i.outerHeight():i.outerWidth(),i=["padding",/ne|nw|n/.test(e)?"Top":/se|sw|s/.test(e)?"Bottom":/^e$/.test(e)?"Right":"Left"].join(""),t.css(i,s),this._proportionallyResize()),this._handles=this._handles.add(this.handles[e])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.on("mouseover",function(){a.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),a.axis=n&&n[1]?n[1]:"se")}),o.autoHide&&(this._handles.hide(),this._addClass("ui-resizable-autohide"))},_removeHandles:function(){this._addedHandles.remove()},_mouseCapture:function(t){var e,i,s=!1;for(e in this.handles)(i=V(this.handles[e])[0])!==t.target&&!V.contains(i,t.target)||(s=!0);return!this.options.disabled&&s},_mouseStart:function(t){var e,i,s=this.options,n=this.element;return this.resizing=!0,this._renderProxy(),e=this._num(this.helper.css("left")),i=this._num(this.helper.css("top")),s.containment&&(e+=V(s.containment).scrollLeft()||0,i+=V(s.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:e,top:i},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:n.width(),height:n.height()},this.originalSize=this._helper?{width:n.outerWidth(),height:n.outerHeight()}:{width:n.width(),height:n.height()},this.sizeDiff={width:n.outerWidth()-n.width(),height:n.outerHeight()-n.height()},this.originalPosition={left:e,top:i},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof s.aspectRatio?s.aspectRatio:this.originalSize.width/this.originalSize.height||1,s=V(".ui-resizable-"+this.axis).css("cursor"),V("body").css("cursor","auto"===s?this.axis+"-resize":s),this._addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var e=this.originalMousePosition,i=this.axis,s=t.pageX-e.left||0,e=t.pageY-e.top||0,i=this._change[i];return this._updatePrevProperties(),i&&(e=i.apply(this,[t,s,e]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(e=this._updateRatio(e,t)),e=this._respectSize(e,t),this._updateCache(e),this._propagate("resize",t),e=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),V.isEmptyObject(e)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges())),!1},_mouseStop:function(t){this.resizing=!1;var e,i,s,n=this.options,o=this;return this._helper&&(s=(e=(i=this._proportionallyResizeElements).length&&/textarea/i.test(i[0].nodeName))&&this._hasScroll(i[0],"left")?0:o.sizeDiff.height,i=e?0:o.sizeDiff.width,e={width:o.helper.width()-i,height:o.helper.height()-s},i=parseFloat(o.element.css("left"))+(o.position.left-o.originalPosition.left)||null,s=parseFloat(o.element.css("top"))+(o.position.top-o.originalPosition.top)||null,n.animate||this.element.css(V.extend(e,{top:s,left:i})),o.helper.height(o.size.height),o.helper.width(o.size.width),this._helper&&!n.animate&&this._proportionallyResize()),V("body").css("cursor","auto"),this._removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var t={};return this.position.top!==this.prevPosition.top&&(t.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(t.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(t.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(t.height=this.size.height+"px"),this.helper.css(t),t},_updateVirtualBoundaries:function(t){var e,i,s=this.options,n={minWidth:this._isNumber(s.minWidth)?s.minWidth:0,maxWidth:this._isNumber(s.maxWidth)?s.maxWidth:1/0,minHeight:this._isNumber(s.minHeight)?s.minHeight:0,maxHeight:this._isNumber(s.maxHeight)?s.maxHeight:1/0};(this._aspectRatio||t)&&(e=n.minHeight*this.aspectRatio,i=n.minWidth/this.aspectRatio,s=n.maxHeight*this.aspectRatio,t=n.maxWidth/this.aspectRatio,e>n.minWidth&&(n.minWidth=e),i>n.minHeight&&(n.minHeight=i),s<n.maxWidth&&(n.maxWidth=s),t<n.maxHeight&&(n.maxHeight=t)),this._vBoundaries=n},_updateCache:function(t){this.offset=this.helper.offset(),this._isNumber(t.left)&&(this.position.left=t.left),this._isNumber(t.top)&&(this.position.top=t.top),this._isNumber(t.height)&&(this.size.height=t.height),this._isNumber(t.width)&&(this.size.width=t.width)},_updateRatio:function(t){var e=this.position,i=this.size,s=this.axis;return this._isNumber(t.height)?t.width=t.height*this.aspectRatio:this._isNumber(t.width)&&(t.height=t.width/this.aspectRatio),"sw"===s&&(t.left=e.left+(i.width-t.width),t.top=null),"nw"===s&&(t.top=e.top+(i.height-t.height),t.left=e.left+(i.width-t.width)),t},_respectSize:function(t){var e=this._vBoundaries,i=this.axis,s=this._isNumber(t.width)&&e.maxWidth&&e.maxWidth<t.width,n=this._isNumber(t.height)&&e.maxHeight&&e.maxHeight<t.height,o=this._isNumber(t.width)&&e.minWidth&&e.minWidth>t.width,a=this._isNumber(t.height)&&e.minHeight&&e.minHeight>t.height,r=this.originalPosition.left+this.originalSize.width,l=this.originalPosition.top+this.originalSize.height,h=/sw|nw|w/.test(i),i=/nw|ne|n/.test(i);return o&&(t.width=e.minWidth),a&&(t.height=e.minHeight),s&&(t.width=e.maxWidth),n&&(t.height=e.maxHeight),o&&h&&(t.left=r-e.minWidth),s&&h&&(t.left=r-e.maxWidth),a&&i&&(t.top=l-e.minHeight),n&&i&&(t.top=l-e.maxHeight),t.width||t.height||t.left||!t.top?t.width||t.height||t.top||!t.left||(t.left=null):t.top=null,t},_getPaddingPlusBorderDimensions:function(t){for(var e=0,i=[],s=[t.css("borderTopWidth"),t.css("borderRightWidth"),t.css("borderBottomWidth"),t.css("borderLeftWidth")],n=[t.css("paddingTop"),t.css("paddingRight"),t.css("paddingBottom"),t.css("paddingLeft")];e<4;e++)i[e]=parseFloat(s[e])||0,i[e]+=parseFloat(n[e])||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var t,e=0,i=this.helper||this.element;e<this._proportionallyResizeElements.length;e++)t=this._proportionallyResizeElements[e],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(t)),t.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,e=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||V("<div></div>").css({overflow:"hidden"}),this._addClass(this.helper,this._helper),this.helper.css({width:this.element.outerWidth(),height:this.element.outerHeight(),position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++e.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(t,e){return{width:this.originalSize.width+e}},w:function(t,e){var i=this.originalSize;return{left:this.originalPosition.left+e,width:i.width-e}},n:function(t,e,i){var s=this.originalSize;return{top:this.originalPosition.top+i,height:s.height-i}},s:function(t,e,i){return{height:this.originalSize.height+i}},se:function(t,e,i){return V.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,e,i]))},sw:function(t,e,i){return V.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,e,i]))},ne:function(t,e,i){return V.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,e,i]))},nw:function(t,e,i){return V.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,e,i]))}},_propagate:function(t,e){V.ui.plugin.call(this,t,[e,this.ui()]),"resize"!==t&&this._trigger(t,e,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),V.ui.plugin.add("resizable","animate",{stop:function(e){var i=V(this).resizable("instance"),t=i.options,s=i._proportionallyResizeElements,n=s.length&&/textarea/i.test(s[0].nodeName),o=n&&i._hasScroll(s[0],"left")?0:i.sizeDiff.height,a=n?0:i.sizeDiff.width,n={width:i.size.width-a,height:i.size.height-o},a=parseFloat(i.element.css("left"))+(i.position.left-i.originalPosition.left)||null,o=parseFloat(i.element.css("top"))+(i.position.top-i.originalPosition.top)||null;i.element.animate(V.extend(n,o&&a?{top:o,left:a}:{}),{duration:t.animateDuration,easing:t.animateEasing,step:function(){var t={width:parseFloat(i.element.css("width")),height:parseFloat(i.element.css("height")),top:parseFloat(i.element.css("top")),left:parseFloat(i.element.css("left"))};s&&s.length&&V(s[0]).css({width:t.width,height:t.height}),i._updateCache(t),i._propagate("resize",e)}})}}),V.ui.plugin.add("resizable","containment",{start:function(){var i,s,n=V(this).resizable("instance"),t=n.options,e=n.element,o=t.containment,a=o instanceof V?o.get(0):/parent/.test(o)?e.parent().get(0):o;a&&(n.containerElement=V(a),/document/.test(o)||o===document?(n.containerOffset={left:0,top:0},n.containerPosition={left:0,top:0},n.parentData={element:V(document),left:0,top:0,width:V(document).width(),height:V(document).height()||document.body.parentNode.scrollHeight}):(i=V(a),s=[],V(["Top","Right","Left","Bottom"]).each(function(t,e){s[t]=n._num(i.css("padding"+e))}),n.containerOffset=i.offset(),n.containerPosition=i.position(),n.containerSize={height:i.innerHeight()-s[3],width:i.innerWidth()-s[1]},t=n.containerOffset,e=n.containerSize.height,o=n.containerSize.width,o=n._hasScroll(a,"left")?a.scrollWidth:o,e=n._hasScroll(a)?a.scrollHeight:e,n.parentData={element:a,left:t.left,top:t.top,width:o,height:e}))},resize:function(t){var e=V(this).resizable("instance"),i=e.options,s=e.containerOffset,n=e.position,o=e._aspectRatio||t.shiftKey,a={top:0,left:0},r=e.containerElement,t=!0;r[0]!==document&&/static/.test(r.css("position"))&&(a=s),n.left<(e._helper?s.left:0)&&(e.size.width=e.size.width+(e._helper?e.position.left-s.left:e.position.left-a.left),o&&(e.size.height=e.size.width/e.aspectRatio,t=!1),e.position.left=i.helper?s.left:0),n.top<(e._helper?s.top:0)&&(e.size.height=e.size.height+(e._helper?e.position.top-s.top:e.position.top),o&&(e.size.width=e.size.height*e.aspectRatio,t=!1),e.position.top=e._helper?s.top:0),i=e.containerElement.get(0)===e.element.parent().get(0),n=/relative|absolute/.test(e.containerElement.css("position")),i&&n?(e.offset.left=e.parentData.left+e.position.left,e.offset.top=e.parentData.top+e.position.top):(e.offset.left=e.element.offset().left,e.offset.top=e.element.offset().top),n=Math.abs(e.sizeDiff.width+(e._helper?e.offset.left-a.left:e.offset.left-s.left)),s=Math.abs(e.sizeDiff.height+(e._helper?e.offset.top-a.top:e.offset.top-s.top)),n+e.size.width>=e.parentData.width&&(e.size.width=e.parentData.width-n,o&&(e.size.height=e.size.width/e.aspectRatio,t=!1)),s+e.size.height>=e.parentData.height&&(e.size.height=e.parentData.height-s,o&&(e.size.width=e.size.height*e.aspectRatio,t=!1)),t||(e.position.left=e.prevPosition.left,e.position.top=e.prevPosition.top,e.size.width=e.prevSize.width,e.size.height=e.prevSize.height)},stop:function(){var t=V(this).resizable("instance"),e=t.options,i=t.containerOffset,s=t.containerPosition,n=t.containerElement,o=V(t.helper),a=o.offset(),r=o.outerWidth()-t.sizeDiff.width,o=o.outerHeight()-t.sizeDiff.height;t._helper&&!e.animate&&/relative/.test(n.css("position"))&&V(this).css({left:a.left-s.left-i.left,width:r,height:o}),t._helper&&!e.animate&&/static/.test(n.css("position"))&&V(this).css({left:a.left-s.left-i.left,width:r,height:o})}}),V.ui.plugin.add("resizable","alsoResize",{start:function(){var t=V(this).resizable("instance").options;V(t.alsoResize).each(function(){var t=V(this);t.data("ui-resizable-alsoresize",{width:parseFloat(t.width()),height:parseFloat(t.height()),left:parseFloat(t.css("left")),top:parseFloat(t.css("top"))})})},resize:function(t,i){var e=V(this).resizable("instance"),s=e.options,n=e.originalSize,o=e.originalPosition,a={height:e.size.height-n.height||0,width:e.size.width-n.width||0,top:e.position.top-o.top||0,left:e.position.left-o.left||0};V(s.alsoResize).each(function(){var t=V(this),s=V(this).data("ui-resizable-alsoresize"),n={},e=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];V.each(e,function(t,e){var i=(s[e]||0)+(a[e]||0);i&&0<=i&&(n[e]=i||null)}),t.css(n)})},stop:function(){V(this).removeData("ui-resizable-alsoresize")}}),V.ui.plugin.add("resizable","ghost",{start:function(){var t=V(this).resizable("instance"),e=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:e.height,width:e.width,margin:0,left:0,top:0}),t._addClass(t.ghost,"ui-resizable-ghost"),!1!==V.uiBackCompat&&"string"==typeof t.options.ghost&&t.ghost.addClass(this.options.ghost),t.ghost.appendTo(t.helper)},resize:function(){var t=V(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=V(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),V.ui.plugin.add("resizable","grid",{resize:function(){var t,e=V(this).resizable("instance"),i=e.options,s=e.size,n=e.originalSize,o=e.originalPosition,a=e.axis,r="number"==typeof i.grid?[i.grid,i.grid]:i.grid,l=r[0]||1,h=r[1]||1,c=Math.round((s.width-n.width)/l)*l,u=Math.round((s.height-n.height)/h)*h,d=n.width+c,p=n.height+u,f=i.maxWidth&&i.maxWidth<d,g=i.maxHeight&&i.maxHeight<p,m=i.minWidth&&i.minWidth>d,s=i.minHeight&&i.minHeight>p;i.grid=r,m&&(d+=l),s&&(p+=h),f&&(d-=l),g&&(p-=h),/^(se|s|e)$/.test(a)?(e.size.width=d,e.size.height=p):/^(ne)$/.test(a)?(e.size.width=d,e.size.height=p,e.position.top=o.top-u):/^(sw)$/.test(a)?(e.size.width=d,e.size.height=p,e.position.left=o.left-c):((p-h<=0||d-l<=0)&&(t=e._getPaddingPlusBorderDimensions(this)),0<p-h?(e.size.height=p,e.position.top=o.top-u):(p=h-t.height,e.size.height=p,e.position.top=o.top+n.height-p),0<d-l?(e.size.width=d,e.position.left=o.left-c):(d=l-t.width,e.size.width=d,e.position.left=o.left+n.width-d))}});V.ui.resizable;V.widget("ui.dialog",{version:"1.13.2",options:{appendTo:"body",autoOpen:!0,buttons:[],classes:{"ui-dialog":"ui-corner-all","ui-dialog-titlebar":"ui-corner-all"},closeOnEscape:!0,closeText:"Close",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var 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t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?V(t):this.document.find(t||"body").eq(0)},_destroy:function(){var t,e=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().css(this.originalCss).detach(),this.uiDialog.remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),(t=e.parent.children().eq(e.index)).length&&t[0]!==this.element[0]?t.before(this.element):e.parent.append(this.element)},widget:function(){return this.uiDialog},disable:V.noop,enable:V.noop,close:function(t){var e=this;this._isOpen&&!1!==this._trigger("beforeClose",t)&&(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),this.opener.filter(":focusable").trigger("focus").length||V.ui.safeBlur(V.ui.safeActiveElement(this.document[0])),this._hide(this.uiDialog,this.options.hide,function(){e._trigger("close",t)}))},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,e){var i=!1,s=this.uiDialog.siblings(".ui-front:visible").map(function(){return+V(this).css("z-index")}).get(),s=Math.max.apply(null,s);return s>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",s+1),i=!0),i&&!e&&this._trigger("focus",t),i},open:function(){var t=this;this._isOpen?this._moveToTop()&&this._focusTabbable():(this._isOpen=!0,this.opener=V(V.ui.safeActiveElement(this.document[0])),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"))},_focusTabbable:function(){var t=this._focusedElement;(t=!(t=!(t=!(t=!(t=t||this.element.find("[autofocus]")).length?this.element.find(":tabbable"):t).length?this.uiDialogButtonPane.find(":tabbable"):t).length?this.uiDialogTitlebarClose.filter(":tabbable"):t).length?this.uiDialog:t).eq(0).trigger("focus")},_restoreTabbableFocus:function(){var t=V.ui.safeActiveElement(this.document[0]);this.uiDialog[0]===t||V.contains(this.uiDialog[0],t)||this._focusTabbable()},_keepFocus:function(t){t.preventDefault(),this._restoreTabbableFocus(),this._delay(this._restoreTabbableFocus)},_createWrapper:function(){this.uiDialog=V("<div>").hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._addClass(this.uiDialog,"ui-dialog","ui-widget ui-widget-content ui-front"),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===V.ui.keyCode.ESCAPE)return t.preventDefault(),void this.close(t);var e,i,s;t.keyCode!==V.ui.keyCode.TAB||t.isDefaultPrevented()||(e=this.uiDialog.find(":tabbable"),i=e.first(),s=e.last(),t.target!==s[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==i[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){s.trigger("focus")}),t.preventDefault()):(this._delay(function(){i.trigger("focus")}),t.preventDefault()))},mousedown:function(t){this._moveToTop(t)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=V("<div>"),this._addClass(this.uiDialogTitlebar,"ui-dialog-titlebar","ui-widget-header ui-helper-clearfix"),this._on(this.uiDialogTitlebar,{mousedown:function(t){V(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.trigger("focus")}}),this.uiDialogTitlebarClose=V("<button type='button'></button>").button({label:V("<a>").text(this.options.closeText).html(),icon:"ui-icon-closethick",showLabel:!1}).appendTo(this.uiDialogTitlebar),this._addClass(this.uiDialogTitlebarClose,"ui-dialog-titlebar-close"),this._on(this.uiDialogTitlebarClose,{click:function(t){t.preventDefault(),this.close(t)}}),t=V("<span>").uniqueId().prependTo(this.uiDialogTitlebar),this._addClass(t,"ui-dialog-title"),this._title(t),this.uiDialogTitlebar.prependTo(this.uiDialog),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(t){this.options.title?t.text(this.options.title):t.html(" ")},_createButtonPane:function(){this.uiDialogButtonPane=V("<div>"),this._addClass(this.uiDialogButtonPane,"ui-dialog-buttonpane","ui-widget-content ui-helper-clearfix"),this.uiButtonSet=V("<div>").appendTo(this.uiDialogButtonPane),this._addClass(this.uiButtonSet,"ui-dialog-buttonset"),this._createButtons()},_createButtons:function(){var s=this,t=this.options.buttons;this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),V.isEmptyObject(t)||Array.isArray(t)&&!t.length?this._removeClass(this.uiDialog,"ui-dialog-buttons"):(V.each(t,function(t,e){var i;e=V.extend({type:"button"},e="function"==typeof e?{click:e,text:t}:e),i=e.click,t={icon:e.icon,iconPosition:e.iconPosition,showLabel:e.showLabel,icons:e.icons,text:e.text},delete e.click,delete e.icon,delete e.iconPosition,delete e.showLabel,delete e.icons,"boolean"==typeof e.text&&delete e.text,V("<button></button>",e).button(t).appendTo(s.uiButtonSet).on("click",function(){i.apply(s.element[0],arguments)})}),this._addClass(this.uiDialog,"ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog))},_makeDraggable:function(){var n=this,o=this.options;function a(t){return{position:t.position,offset:t.offset}}this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(t,e){n._addClass(V(this),"ui-dialog-dragging"),n._blockFrames(),n._trigger("dragStart",t,a(e))},drag:function(t,e){n._trigger("drag",t,a(e))},stop:function(t,e){var i=e.offset.left-n.document.scrollLeft(),s=e.offset.top-n.document.scrollTop();o.position={my:"left top",at:"left"+(0<=i?"+":"")+i+" top"+(0<=s?"+":"")+s,of:n.window},n._removeClass(V(this),"ui-dialog-dragging"),n._unblockFrames(),n._trigger("dragStop",t,a(e))}})},_makeResizable:function(){var n=this,o=this.options,t=o.resizable,e=this.uiDialog.css("position"),t="string"==typeof t?t:"n,e,s,w,se,sw,ne,nw";function a(t){return{originalPosition:t.originalPosition,originalSize:t.originalSize,position:t.position,size:t.size}}this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:o.maxWidth,maxHeight:o.maxHeight,minWidth:o.minWidth,minHeight:this._minHeight(),handles:t,start:function(t,e){n._addClass(V(this),"ui-dialog-resizing"),n._blockFrames(),n._trigger("resizeStart",t,a(e))},resize:function(t,e){n._trigger("resize",t,a(e))},stop:function(t,e){var i=n.uiDialog.offset(),s=i.left-n.document.scrollLeft(),i=i.top-n.document.scrollTop();o.height=n.uiDialog.height(),o.width=n.uiDialog.width(),o.position={my:"left top",at:"left"+(0<=s?"+":"")+s+" top"+(0<=i?"+":"")+i,of:n.window},n._removeClass(V(this),"ui-dialog-resizing"),n._unblockFrames(),n._trigger("resizeStop",t,a(e))}}).css("position",e)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=V(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),e=V.inArray(this,t);-1!==e&&t.splice(e,1)},_trackingInstances:function(){var t=this.document.data("ui-dialog-instances");return t||this.document.data("ui-dialog-instances",t=[]),t},_minHeight:function(){var t=this.options;return"auto"===t.height?t.minHeight:Math.min(t.minHeight,t.height)},_position:function(){var t=this.uiDialog.is(":visible");t||this.uiDialog.show(),this.uiDialog.position(this.options.position),t||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};V.each(t,function(t,e){i._setOption(t,e),t in i.sizeRelatedOptions&&(s=!0),t in i.resizableRelatedOptions&&(n[t]=e)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(t,e){var i,s=this.uiDialog;"disabled"!==t&&(this._super(t,e),"appendTo"===t&&this.uiDialog.appendTo(this._appendTo()),"buttons"===t&&this._createButtons(),"closeText"===t&&this.uiDialogTitlebarClose.button({label:V("<a>").text(""+this.options.closeText).html()}),"draggable"===t&&((i=s.is(":data(ui-draggable)"))&&!e&&s.draggable("destroy"),!i&&e&&this._makeDraggable()),"position"===t&&this._position(),"resizable"===t&&((i=s.is(":data(ui-resizable)"))&&!e&&s.resizable("destroy"),i&&"string"==typeof e&&s.resizable("option","handles",e),i||!1===e||this._makeResizable()),"title"===t&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var t,e,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),t=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),e=Math.max(0,s.minHeight-t),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-t):"none","auto"===s.height?this.element.css({minHeight:e,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-t)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=V(this);return V("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return!!V(t.target).closest(".ui-dialog").length||!!V(t.target).closest(".ui-datepicker").length},_createOverlay:function(){var i,s;this.options.modal&&(i=V.fn.jquery.substring(0,4),s=!0,this._delay(function(){s=!1}),this.document.data("ui-dialog-overlays")||this.document.on("focusin.ui-dialog",function(t){var e;s||((e=this._trackingInstances()[0])._allowInteraction(t)||(t.preventDefault(),e._focusTabbable(),"3.4."!==i&&"3.5."!==i||e._delay(e._restoreTabbableFocus)))}.bind(this)),this.overlay=V("<div>").appendTo(this._appendTo()),this._addClass(this.overlay,null,"ui-widget-overlay ui-front"),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1))},_destroyOverlay:function(){var t;this.options.modal&&this.overlay&&((t=this.document.data("ui-dialog-overlays")-1)?this.document.data("ui-dialog-overlays",t):(this.document.off("focusin.ui-dialog"),this.document.removeData("ui-dialog-overlays")),this.overlay.remove(),this.overlay=null)}}),!1!==V.uiBackCompat&&V.widget("ui.dialog",V.ui.dialog,{options:{dialogClass:""},_createWrapper:function(){this._super(),this.uiDialog.addClass(this.options.dialogClass)},_setOption:function(t,e){"dialogClass"===t&&this.uiDialog.removeClass(this.options.dialogClass).addClass(e),this._superApply(arguments)}});V.ui.dialog;function lt(t,e,i){return e<=t&&t<e+i}V.widget("ui.droppable",{version:"1.13.2",widgetEventPrefix:"drop",options:{accept:"*",addClasses:!0,greedy:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,e=this.options,i=e.accept;this.isover=!1,this.isout=!0,this.accept="function"==typeof i?i:function(t){return t.is(i)},this.proportions=function(){if(!arguments.length)return t=t||{width:this.element[0].offsetWidth,height:this.element[0].offsetHeight};t=arguments[0]},this._addToManager(e.scope),e.addClasses&&this._addClass("ui-droppable")},_addToManager:function(t){V.ui.ddmanager.droppables[t]=V.ui.ddmanager.droppables[t]||[],V.ui.ddmanager.droppables[t].push(this)},_splice:function(t){for(var e=0;e<t.length;e++)t[e]===this&&t.splice(e,1)},_destroy:function(){var t=V.ui.ddmanager.droppables[this.options.scope];this._splice(t)},_setOption:function(t,e){var i;"accept"===t?this.accept="function"==typeof e?e:function(t){return t.is(e)}:"scope"===t&&(i=V.ui.ddmanager.droppables[this.options.scope],this._splice(i),this._addToManager(e)),this._super(t,e)},_activate:function(t){var e=V.ui.ddmanager.current;this._addActiveClass(),e&&this._trigger("activate",t,this.ui(e))},_deactivate:function(t){var e=V.ui.ddmanager.current;this._removeActiveClass(),e&&this._trigger("deactivate",t,this.ui(e))},_over:function(t){var e=V.ui.ddmanager.current;e&&(e.currentItem||e.element)[0]!==this.element[0]&&this.accept.call(this.element[0],e.currentItem||e.element)&&(this._addHoverClass(),this._trigger("over",t,this.ui(e)))},_out:function(t){var e=V.ui.ddmanager.current;e&&(e.currentItem||e.element)[0]!==this.element[0]&&this.accept.call(this.element[0],e.currentItem||e.element)&&(this._removeHoverClass(),this._trigger("out",t,this.ui(e)))},_drop:function(e,t){var i=t||V.ui.ddmanager.current,s=!1;return!(!i||(i.currentItem||i.element)[0]===this.element[0])&&(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var t=V(this).droppable("instance");if(t.options.greedy&&!t.options.disabled&&t.options.scope===i.options.scope&&t.accept.call(t.element[0],i.currentItem||i.element)&&V.ui.intersect(i,V.extend(t,{offset:t.element.offset()}),t.options.tolerance,e))return!(s=!0)}),!s&&(!!this.accept.call(this.element[0],i.currentItem||i.element)&&(this._removeActiveClass(),this._removeHoverClass(),this._trigger("drop",e,this.ui(i)),this.element)))},ui:function(t){return{draggable:t.currentItem||t.element,helper:t.helper,position:t.position,offset:t.positionAbs}},_addHoverClass:function(){this._addClass("ui-droppable-hover")},_removeHoverClass:function(){this._removeClass("ui-droppable-hover")},_addActiveClass:function(){this._addClass("ui-droppable-active")},_removeActiveClass:function(){this._removeClass("ui-droppable-active")}}),V.ui.intersect=function(t,e,i,s){if(!e.offset)return!1;var n=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,a=n+t.helperProportions.width,r=o+t.helperProportions.height,l=e.offset.left,h=e.offset.top,c=l+e.proportions().width,u=h+e.proportions().height;switch(i){case"fit":return l<=n&&a<=c&&h<=o&&r<=u;case"intersect":return l<n+t.helperProportions.width/2&&a-t.helperProportions.width/2<c&&h<o+t.helperProportions.height/2&&r-t.helperProportions.height/2<u;case"pointer":return lt(s.pageY,h,e.proportions().height)&<(s.pageX,l,e.proportions().width);case"touch":return(h<=o&&o<=u||h<=r&&r<=u||o<h&&u<r)&&(l<=n&&n<=c||l<=a&&a<=c||n<l&&c<a);default:return!1}},!(V.ui.ddmanager={current:null,droppables:{default:[]},prepareOffsets:function(t,e){var i,s,n=V.ui.ddmanager.droppables[t.options.scope]||[],o=e?e.type:null,a=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();t:for(i=0;i<n.length;i++)if(!(n[i].options.disabled||t&&!n[i].accept.call(n[i].element[0],t.currentItem||t.element))){for(s=0;s<a.length;s++)if(a[s]===n[i].element[0]){n[i].proportions().height=0;continue t}n[i].visible="none"!==n[i].element.css("display"),n[i].visible&&("mousedown"===o&&n[i]._activate.call(n[i],e),n[i].offset=n[i].element.offset(),n[i].proportions({width:n[i].element[0].offsetWidth,height:n[i].element[0].offsetHeight}))}},drop:function(t,e){var i=!1;return V.each((V.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&V.ui.intersect(t,this,this.options.tolerance,e)&&(i=this._drop.call(this,e)||i),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,e)))}),i},dragStart:function(t,e){t.element.parentsUntil("body").on("scroll.droppable",function(){t.options.refreshPositions||V.ui.ddmanager.prepareOffsets(t,e)})},drag:function(n,o){n.options.refreshPositions&&V.ui.ddmanager.prepareOffsets(n,o),V.each(V.ui.ddmanager.droppables[n.options.scope]||[],function(){var t,e,i,s;this.options.disabled||this.greedyChild||!this.visible||(s=!(i=V.ui.intersect(n,this,this.options.tolerance,o))&&this.isover?"isout":i&&!this.isover?"isover":null)&&(this.options.greedy&&(e=this.options.scope,(i=this.element.parents(":data(ui-droppable)").filter(function(){return V(this).droppable("instance").options.scope===e})).length&&((t=V(i[0]).droppable("instance")).greedyChild="isover"===s)),t&&"isover"===s&&(t.isover=!1,t.isout=!0,t._out.call(t,o)),this[s]=!0,this["isout"===s?"isover":"isout"]=!1,this["isover"===s?"_over":"_out"].call(this,o),t&&"isout"===s&&(t.isout=!1,t.isover=!0,t._over.call(t,o)))})},dragStop:function(t,e){t.element.parentsUntil("body").off("scroll.droppable"),t.options.refreshPositions||V.ui.ddmanager.prepareOffsets(t,e)}})!==V.uiBackCompat&&V.widget("ui.droppable",V.ui.droppable,{options:{hoverClass:!1,activeClass:!1},_addActiveClass:function(){this._super(),this.options.activeClass&&this.element.addClass(this.options.activeClass)},_removeActiveClass:function(){this._super(),this.options.activeClass&&this.element.removeClass(this.options.activeClass)},_addHoverClass:function(){this._super(),this.options.hoverClass&&this.element.addClass(this.options.hoverClass)},_removeHoverClass:function(){this._super(),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass)}});V.ui.droppable,V.widget("ui.progressbar",{version:"1.13.2",options:{classes:{"ui-progressbar":"ui-corner-all","ui-progressbar-value":"ui-corner-left","ui-progressbar-complete":"ui-corner-right"},max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.attr({role:"progressbar","aria-valuemin":this.min}),this._addClass("ui-progressbar","ui-widget ui-widget-content"),this.valueDiv=V("<div>").appendTo(this.element),this._addClass(this.valueDiv,"ui-progressbar-value","ui-widget-header"),this._refreshValue()},_destroy:function(){this.element.removeAttr("role aria-valuemin aria-valuemax aria-valuenow"),this.valueDiv.remove()},value:function(t){if(void 0===t)return this.options.value;this.options.value=this._constrainedValue(t),this._refreshValue()},_constrainedValue:function(t){return void 0===t&&(t=this.options.value),this.indeterminate=!1===t,"number"!=typeof t&&(t=0),!this.indeterminate&&Math.min(this.options.max,Math.max(this.min,t))},_setOptions:function(t){var e=t.value;delete t.value,this._super(t),this.options.value=this._constrainedValue(e),this._refreshValue()},_setOption:function(t,e){"max"===t&&(e=Math.max(this.min,e)),this._super(t,e)},_setOptionDisabled:function(t){this._super(t),this.element.attr("aria-disabled",t),this._toggleClass(null,"ui-state-disabled",!!t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,e=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).width(e.toFixed(0)+"%"),this._toggleClass(this.valueDiv,"ui-progressbar-complete",null,t===this.options.max)._toggleClass("ui-progressbar-indeterminate",null,this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=V("<div>").appendTo(this.valueDiv),this._addClass(this.overlayDiv,"ui-progressbar-overlay"))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),V.widget("ui.selectable",V.ui.mouse,{version:"1.13.2",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var i=this;this._addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){i.elementPos=V(i.element[0]).offset(),i.selectees=V(i.options.filter,i.element[0]),i._addClass(i.selectees,"ui-selectee"),i.selectees.each(function(){var t=V(this),e=t.offset(),e={left:e.left-i.elementPos.left,top:e.top-i.elementPos.top};V.data(this,"selectable-item",{element:this,$element:t,left:e.left,top:e.top,right:e.left+t.outerWidth(),bottom:e.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this._mouseInit(),this.helper=V("<div>"),this._addClass(this.helper,"ui-selectable-helper")},_destroy:function(){this.selectees.removeData("selectable-item"),this._mouseDestroy()},_mouseStart:function(i){var s=this,t=this.options;this.opos=[i.pageX,i.pageY],this.elementPos=V(this.element[0]).offset(),this.options.disabled||(this.selectees=V(t.filter,this.element[0]),this._trigger("start",i),V(t.appendTo).append(this.helper),this.helper.css({left:i.pageX,top:i.pageY,width:0,height:0}),t.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var t=V.data(this,"selectable-item");t.startselected=!0,i.metaKey||i.ctrlKey||(s._removeClass(t.$element,"ui-selected"),t.selected=!1,s._addClass(t.$element,"ui-unselecting"),t.unselecting=!0,s._trigger("unselecting",i,{unselecting:t.element}))}),V(i.target).parents().addBack().each(function(){var t,e=V.data(this,"selectable-item");if(e)return t=!i.metaKey&&!i.ctrlKey||!e.$element.hasClass("ui-selected"),s._removeClass(e.$element,t?"ui-unselecting":"ui-selected")._addClass(e.$element,t?"ui-selecting":"ui-unselecting"),e.unselecting=!t,e.selecting=t,(e.selected=t)?s._trigger("selecting",i,{selecting:e.element}):s._trigger("unselecting",i,{unselecting:e.element}),!1}))},_mouseDrag:function(s){if(this.dragged=!0,!this.options.disabled){var t,n=this,o=this.options,a=this.opos[0],r=this.opos[1],l=s.pageX,h=s.pageY;return l<a&&(t=l,l=a,a=t),h<r&&(t=h,h=r,r=t),this.helper.css({left:a,top:r,width:l-a,height:h-r}),this.selectees.each(function(){var t=V.data(this,"selectable-item"),e=!1,i={};t&&t.element!==n.element[0]&&(i.left=t.left+n.elementPos.left,i.right=t.right+n.elementPos.left,i.top=t.top+n.elementPos.top,i.bottom=t.bottom+n.elementPos.top,"touch"===o.tolerance?e=!(i.left>l||i.right<a||i.top>h||i.bottom<r):"fit"===o.tolerance&&(e=i.left>a&&i.right<l&&i.top>r&&i.bottom<h),e?(t.selected&&(n._removeClass(t.$element,"ui-selected"),t.selected=!1),t.unselecting&&(n._removeClass(t.$element,"ui-unselecting"),t.unselecting=!1),t.selecting||(n._addClass(t.$element,"ui-selecting"),t.selecting=!0,n._trigger("selecting",s,{selecting:t.element}))):(t.selecting&&((s.metaKey||s.ctrlKey)&&t.startselected?(n._removeClass(t.$element,"ui-selecting"),t.selecting=!1,n._addClass(t.$element,"ui-selected"),t.selected=!0):(n._removeClass(t.$element,"ui-selecting"),t.selecting=!1,t.startselected&&(n._addClass(t.$element,"ui-unselecting"),t.unselecting=!0),n._trigger("unselecting",s,{unselecting:t.element}))),t.selected&&(s.metaKey||s.ctrlKey||t.startselected||(n._removeClass(t.$element,"ui-selected"),t.selected=!1,n._addClass(t.$element,"ui-unselecting"),t.unselecting=!0,n._trigger("unselecting",s,{unselecting:t.element})))))}),!1}},_mouseStop:function(e){var i=this;return this.dragged=!1,V(".ui-unselecting",this.element[0]).each(function(){var t=V.data(this,"selectable-item");i._removeClass(t.$element,"ui-unselecting"),t.unselecting=!1,t.startselected=!1,i._trigger("unselected",e,{unselected:t.element})}),V(".ui-selecting",this.element[0]).each(function(){var t=V.data(this,"selectable-item");i._removeClass(t.$element,"ui-selecting")._addClass(t.$element,"ui-selected"),t.selecting=!1,t.selected=!0,t.startselected=!0,i._trigger("selected",e,{selected:t.element})}),this._trigger("stop",e),this.helper.remove(),!1}}),V.widget("ui.selectmenu",[V.ui.formResetMixin,{version:"1.13.2",defaultElement:"<select>",options:{appendTo:null,classes:{"ui-selectmenu-button-open":"ui-corner-top","ui-selectmenu-button-closed":"ui-corner-all"},disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:!1,change:null,close:null,focus:null,open:null,select:null},_create:function(){var t=this.element.uniqueId().attr("id");this.ids={element:t,button:t+"-button",menu:t+"-menu"},this._drawButton(),this._drawMenu(),this._bindFormResetHandler(),this._rendered=!1,this.menuItems=V()},_drawButton:function(){var t,e=this,i=this._parseOption(this.element.find("option:selected"),this.element[0].selectedIndex);this.labels=this.element.labels().attr("for",this.ids.button),this._on(this.labels,{click:function(t){this.button.trigger("focus"),t.preventDefault()}}),this.element.hide(),this.button=V("<span>",{tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true",title:this.element.attr("title")}).insertAfter(this.element),this._addClass(this.button,"ui-selectmenu-button ui-selectmenu-button-closed","ui-button ui-widget"),t=V("<span>").appendTo(this.button),this._addClass(t,"ui-selectmenu-icon","ui-icon "+this.options.icons.button),this.buttonItem=this._renderButtonItem(i).appendTo(this.button),!1!==this.options.width&&this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){e._rendered||e._refreshMenu()})},_drawMenu:function(){var i=this;this.menu=V("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=V("<div>").append(this.menu),this._addClass(this.menuWrap,"ui-selectmenu-menu","ui-front"),this.menuWrap.appendTo(this._appendTo()),this.menuInstance=this.menu.menu({classes:{"ui-menu":"ui-corner-bottom"},role:"listbox",select:function(t,e){t.preventDefault(),i._setSelection(),i._select(e.item.data("ui-selectmenu-item"),t)},focus:function(t,e){e=e.item.data("ui-selectmenu-item");null!=i.focusIndex&&e.index!==i.focusIndex&&(i._trigger("focus",t,{item:e}),i.isOpen||i._select(e,t)),i.focusIndex=e.index,i.button.attr("aria-activedescendant",i.menuItems.eq(e.index).attr("id"))}}).menu("instance"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this.buttonItem.replaceWith(this.buttonItem=this._renderButtonItem(this._getSelectedItem().data("ui-selectmenu-item")||{})),null===this.options.width&&this._resizeButton()},_refreshMenu:function(){var t=this.element.find("option");this.menu.empty(),this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup").find(".ui-menu-item-wrapper"),this._rendered=!0,t.length&&(t=this._getSelectedItem(),this.menuInstance.focus(null,t),this._setAria(t.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(t){this.options.disabled||(this._rendered?(this._removeClass(this.menu.find(".ui-state-active"),null,"ui-state-active"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.menuItems.length&&(this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",t)))},_position:function(){this.menuWrap.position(V.extend({of:this.button},this.options.position))},close:function(t){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",t))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderButtonItem:function(t){var e=V("<span>");return this._setText(e,t.label),this._addClass(e,"ui-selectmenu-text"),e},_renderMenu:function(s,t){var n=this,o="";V.each(t,function(t,e){var i;e.optgroup!==o&&(i=V("<li>",{text:e.optgroup}),n._addClass(i,"ui-selectmenu-optgroup","ui-menu-divider"+(e.element.parent("optgroup").prop("disabled")?" ui-state-disabled":"")),i.appendTo(s),o=e.optgroup),n._renderItemData(s,e)})},_renderItemData:function(t,e){return this._renderItem(t,e).data("ui-selectmenu-item",e)},_renderItem:function(t,e){var i=V("<li>"),s=V("<div>",{title:e.element.attr("title")});return e.disabled&&this._addClass(i,null,"ui-state-disabled"),this._setText(s,e.label),i.append(s).appendTo(t)},_setText:function(t,e){e?t.text(e):t.html(" ")},_move:function(t,e){var i,s=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex).parent("li"):(i=this.menuItems.eq(this.element[0].selectedIndex).parent("li"),s+=":not(.ui-state-disabled)"),(s="first"===t||"last"===t?i["first"===t?"prevAll":"nextAll"](s).eq(-1):i[t+"All"](s).eq(0)).length&&this.menuInstance.focus(e,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex).parent("li")},_toggle:function(t){this[this.isOpen?"close":"open"](t)},_setSelection:function(){var t;this.range&&(window.getSelection?((t=window.getSelection()).removeAllRanges(),t.addRange(this.range)):this.range.select(),this.button.trigger("focus"))},_documentClick:{mousedown:function(t){this.isOpen&&(V(t.target).closest(".ui-selectmenu-menu, #"+V.escapeSelector(this.ids.button)).length||this.close(t))}},_buttonEvents:{mousedown:function(){var t;window.getSelection?(t=window.getSelection()).rangeCount&&(this.range=t.getRangeAt(0)):this.range=document.selection.createRange()},click:function(t){this._setSelection(),this._toggle(t)},keydown:function(t){var e=!0;switch(t.keyCode){case V.ui.keyCode.TAB:case V.ui.keyCode.ESCAPE:this.close(t),e=!1;break;case V.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case V.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case V.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case V.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case V.ui.keyCode.LEFT:this._move("prev",t);break;case V.ui.keyCode.RIGHT:this._move("next",t);break;case V.ui.keyCode.HOME:case V.ui.keyCode.PAGE_UP:this._move("first",t);break;case V.ui.keyCode.END:case V.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),e=!1}e&&t.preventDefault()}},_selectFocusedItem:function(t){var e=this.menuItems.eq(this.focusIndex).parent("li");e.hasClass("ui-state-disabled")||this._select(e.data("ui-selectmenu-item"),t)},_select:function(t,e){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=t.index,this.buttonItem.replaceWith(this.buttonItem=this._renderButtonItem(t)),this._setAria(t),this._trigger("select",e,{item:t}),t.index!==i&&this._trigger("change",e,{item:t}),this.close(e)},_setAria:function(t){t=this.menuItems.eq(t.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(t,e){var i;"icons"===t&&(i=this.button.find("span.ui-icon"),this._removeClass(i,null,this.options.icons.button)._addClass(i,null,e.button)),this._super(t,e),"appendTo"===t&&this.menuWrap.appendTo(this._appendTo()),"width"===t&&this._resizeButton()},_setOptionDisabled:function(t){this._super(t),this.menuInstance.option("disabled",t),this.button.attr("aria-disabled",t),this._toggleClass(this.button,null,"ui-state-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)},_appendTo:function(){var t=this.options.appendTo;return t=!(t=!(t=t&&(t.jquery||t.nodeType?V(t):this.document.find(t).eq(0)))||!t[0]?this.element.closest(".ui-front, dialog"):t).length?this.document[0].body:t},_toggleAttr:function(){this.button.attr("aria-expanded",this.isOpen),this._removeClass(this.button,"ui-selectmenu-button-"+(this.isOpen?"closed":"open"))._addClass(this.button,"ui-selectmenu-button-"+(this.isOpen?"open":"closed"))._toggleClass(this.menuWrap,"ui-selectmenu-open",null,this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var t=this.options.width;!1!==t?(null===t&&(t=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(t)):this.button.css("width","")},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){var t=this._super();return t.disabled=this.element.prop("disabled"),t},_parseOptions:function(t){var i=this,s=[];t.each(function(t,e){e.hidden||s.push(i._parseOption(V(e),t))}),this.items=s},_parseOption:function(t,e){var i=t.parent("optgroup");return{element:t,index:e,value:t.val(),label:t.text(),optgroup:i.attr("label")||"",disabled:i.prop("disabled")||t.prop("disabled")}},_destroy:function(){this._unbindFormResetHandler(),this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.labels.attr("for",this.ids.element)}}]),V.widget("ui.slider",V.ui.mouse,{version:"1.13.2",widgetEventPrefix:"slide",options:{animate:!1,classes:{"ui-slider":"ui-corner-all","ui-slider-handle":"ui-corner-all","ui-slider-range":"ui-corner-all ui-widget-header"},distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null,change:null,slide:null,start:null,stop:null},numPages:5,_create:function(){this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this._calculateNewMax(),this._addClass("ui-slider ui-slider-"+this.orientation,"ui-widget ui-widget-content"),this._refresh(),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,e=this.options,i=this.element.find(".ui-slider-handle"),s=[],n=e.values&&e.values.length||1;for(i.length>n&&(i.slice(n).remove(),i=i.slice(0,n)),t=i.length;t<n;t++)s.push("<span tabindex='0'></span>");this.handles=i.add(V(s.join("")).appendTo(this.element)),this._addClass(this.handles,"ui-slider-handle","ui-state-default"),this.handle=this.handles.eq(0),this.handles.each(function(t){V(this).data("ui-slider-handle-index",t).attr("tabIndex",0)})},_createRange:function(){var t=this.options;t.range?(!0===t.range&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:Array.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?(this._removeClass(this.range,"ui-slider-range-min ui-slider-range-max"),this.range.css({left:"",bottom:""})):(this.range=V("<div>").appendTo(this.element),this._addClass(this.range,"ui-slider-range")),"min"!==t.range&&"max"!==t.range||this._addClass(this.range,"ui-slider-range-"+t.range)):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,o,e,a,r=this,l=this.options;return!l.disabled&&(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),a={x:t.pageX,y:t.pageY},i=this._normValueFromMouse(a),s=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var e=Math.abs(i-r.values(t));(e<s||s===e&&(t===r._lastChangedValue||r.values(t)===l.min))&&(s=e,n=V(this),o=t)}),!1!==this._start(t,o)&&(this._mouseSliding=!0,this._handleIndex=o,this._addClass(n,null,"ui-state-active"),n.trigger("focus"),e=n.offset(),a=!V(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=a?{left:0,top:0}:{left:t.pageX-e.left-n.width()/2,top:t.pageY-e.top-n.height()/2-(parseInt(n.css("borderTopWidth"),10)||0)-(parseInt(n.css("borderBottomWidth"),10)||0)+(parseInt(n.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,i),this._animateOff=!0))},_mouseStart:function(){return!0},_mouseDrag:function(t){var e={x:t.pageX,y:t.pageY},e=this._normValueFromMouse(e);return this._slide(t,this._handleIndex,e),!1},_mouseStop:function(t){return this._removeClass(this.handles,null,"ui-state-active"),this._mouseSliding=!1,this._stop(t,this._handleIndex),this._change(t,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(t){var e,t="horizontal"===this.orientation?(e=this.elementSize.width,t.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(e=this.elementSize.height,t.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),t=t/e;return(t=1<t?1:t)<0&&(t=0),"vertical"===this.orientation&&(t=1-t),e=this._valueMax()-this._valueMin(),e=this._valueMin()+t*e,this._trimAlignValue(e)},_uiHash:function(t,e,i){var s={handle:this.handles[t],handleIndex:t,value:void 0!==e?e:this.value()};return this._hasMultipleValues()&&(s.value=void 0!==e?e:this.values(t),s.values=i||this.values()),s},_hasMultipleValues:function(){return this.options.values&&this.options.values.length},_start:function(t,e){return this._trigger("start",t,this._uiHash(e))},_slide:function(t,e,i){var s,n=this.value(),o=this.values();this._hasMultipleValues()&&(s=this.values(e?0:1),n=this.values(e),2===this.options.values.length&&!0===this.options.range&&(i=0===e?Math.min(s,i):Math.max(s,i)),o[e]=i),i!==n&&!1!==this._trigger("slide",t,this._uiHash(e,i,o))&&(this._hasMultipleValues()?this.values(e,i):this.value(i))},_stop:function(t,e){this._trigger("stop",t,this._uiHash(e))},_change:function(t,e){this._keySliding||this._mouseSliding||(this._lastChangedValue=e,this._trigger("change",t,this._uiHash(e)))},value:function(t){return arguments.length?(this.options.value=this._trimAlignValue(t),this._refreshValue(),void this._change(null,0)):this._value()},values:function(t,e){var i,s,n;if(1<arguments.length)return this.options.values[t]=this._trimAlignValue(e),this._refreshValue(),void this._change(null,t);if(!arguments.length)return this._values();if(!Array.isArray(t))return this._hasMultipleValues()?this._values(t):this.value();for(i=this.options.values,s=t,n=0;n<i.length;n+=1)i[n]=this._trimAlignValue(s[n]),this._change(null,n);this._refreshValue()},_setOption:function(t,e){var i,s=0;switch("range"===t&&!0===this.options.range&&("min"===e?(this.options.value=this._values(0),this.options.values=null):"max"===e&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),Array.isArray(this.options.values)&&(s=this.options.values.length),this._super(t,e),t){case"orientation":this._detectOrientation(),this._removeClass("ui-slider-horizontal ui-slider-vertical")._addClass("ui-slider-"+this.orientation),this._refreshValue(),this.options.range&&this._refreshRange(e),this.handles.css("horizontal"===e?"bottom":"left","");break;case"value":this._animateOff=!0,this._refreshValue(),this._change(null,0),this._animateOff=!1;break;case"values":for(this._animateOff=!0,this._refreshValue(),i=s-1;0<=i;i--)this._change(null,i);this._animateOff=!1;break;case"step":case"min":case"max":this._animateOff=!0,this._calculateNewMax(),this._refreshValue(),this._animateOff=!1;break;case"range":this._animateOff=!0,this._refresh(),this._animateOff=!1}},_setOptionDisabled:function(t){this._super(t),this._toggleClass(null,"ui-state-disabled",!!t)},_value:function(){var t=this.options.value;return t=this._trimAlignValue(t)},_values:function(t){var e,i;if(arguments.length)return t=this.options.values[t],t=this._trimAlignValue(t);if(this._hasMultipleValues()){for(e=this.options.values.slice(),i=0;i<e.length;i+=1)e[i]=this._trimAlignValue(e[i]);return e}return[]},_trimAlignValue:function(t){if(t<=this._valueMin())return this._valueMin();if(t>=this._valueMax())return this._valueMax();var e=0<this.options.step?this.options.step:1,i=(t-this._valueMin())%e,t=t-i;return 2*Math.abs(i)>=e&&(t+=0<i?e:-e),parseFloat(t.toFixed(5))},_calculateNewMax:function(){var t=this.options.max,e=this._valueMin(),i=this.options.step;(t=Math.round((t-e)/i)*i+e)>this.options.max&&(t-=i),this.max=parseFloat(t.toFixed(this._precision()))},_precision:function(){var t=this._precisionOf(this.options.step);return t=null!==this.options.min?Math.max(t,this._precisionOf(this.options.min)):t},_precisionOf:function(t){var e=t.toString(),t=e.indexOf(".");return-1===t?0:e.length-t-1},_valueMin:function(){return this.options.min},_valueMax:function(){return this.max},_refreshRange:function(t){"vertical"===t&&this.range.css({width:"",left:""}),"horizontal"===t&&this.range.css({height:"",bottom:""})},_refreshValue:function(){var e,i,t,s,n,o=this.options.range,a=this.options,r=this,l=!this._animateOff&&a.animate,h={};this._hasMultipleValues()?this.handles.each(function(t){i=(r.values(t)-r._valueMin())/(r._valueMax()-r._valueMin())*100,h["horizontal"===r.orientation?"left":"bottom"]=i+"%",V(this).stop(1,1)[l?"animate":"css"](h,a.animate),!0===r.options.range&&("horizontal"===r.orientation?(0===t&&r.range.stop(1,1)[l?"animate":"css"]({left:i+"%"},a.animate),1===t&&r.range[l?"animate":"css"]({width:i-e+"%"},{queue:!1,duration:a.animate})):(0===t&&r.range.stop(1,1)[l?"animate":"css"]({bottom:i+"%"},a.animate),1===t&&r.range[l?"animate":"css"]({height:i-e+"%"},{queue:!1,duration:a.animate}))),e=i}):(t=this.value(),s=this._valueMin(),n=this._valueMax(),i=n!==s?(t-s)/(n-s)*100:0,h["horizontal"===this.orientation?"left":"bottom"]=i+"%",this.handle.stop(1,1)[l?"animate":"css"](h,a.animate),"min"===o&&"horizontal"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({width:i+"%"},a.animate),"max"===o&&"horizontal"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({width:100-i+"%"},a.animate),"min"===o&&"vertical"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({height:i+"%"},a.animate),"max"===o&&"vertical"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({height:100-i+"%"},a.animate))},_handleEvents:{keydown:function(t){var e,i,s,n=V(t.target).data("ui-slider-handle-index");switch(t.keyCode){case V.ui.keyCode.HOME:case V.ui.keyCode.END:case V.ui.keyCode.PAGE_UP:case V.ui.keyCode.PAGE_DOWN:case V.ui.keyCode.UP:case V.ui.keyCode.RIGHT:case V.ui.keyCode.DOWN:case V.ui.keyCode.LEFT:if(t.preventDefault(),!this._keySliding&&(this._keySliding=!0,this._addClass(V(t.target),null,"ui-state-active"),!1===this._start(t,n)))return}switch(s=this.options.step,e=i=this._hasMultipleValues()?this.values(n):this.value(),t.keyCode){case V.ui.keyCode.HOME:i=this._valueMin();break;case V.ui.keyCode.END:i=this._valueMax();break;case V.ui.keyCode.PAGE_UP:i=this._trimAlignValue(e+(this._valueMax()-this._valueMin())/this.numPages);break;case V.ui.keyCode.PAGE_DOWN:i=this._trimAlignValue(e-(this._valueMax()-this._valueMin())/this.numPages);break;case V.ui.keyCode.UP:case V.ui.keyCode.RIGHT:if(e===this._valueMax())return;i=this._trimAlignValue(e+s);break;case V.ui.keyCode.DOWN:case V.ui.keyCode.LEFT:if(e===this._valueMin())return;i=this._trimAlignValue(e-s)}this._slide(t,n,i)},keyup:function(t){var e=V(t.target).data("ui-slider-handle-index");this._keySliding&&(this._keySliding=!1,this._stop(t,e),this._change(t,e),this._removeClass(V(t.target),null,"ui-state-active"))}}}),V.widget("ui.sortable",V.ui.mouse,{version:"1.13.2",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(t,e,i){return e<=t&&t<e+i},_isFloating:function(t){return/left|right/.test(t.css("float"))||/inline|table-cell/.test(t.css("display"))},_create:function(){this.containerCache={},this._addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(t,e){this._super(t,e),"handle"===t&&this._setHandleClassName()},_setHandleClassName:function(){var t=this;this._removeClass(this.element.find(".ui-sortable-handle"),"ui-sortable-handle"),V.each(this.items,function(){t._addClass(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item,"ui-sortable-handle")})},_destroy:function(){this._mouseDestroy();for(var t=this.items.length-1;0<=t;t--)this.items[t].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,e){var i=null,s=!1,n=this;return!this.reverting&&(!this.options.disabled&&"static"!==this.options.type&&(this._refreshItems(t),V(t.target).parents().each(function(){if(V.data(this,n.widgetName+"-item")===n)return i=V(this),!1}),!!(i=V.data(t.target,n.widgetName+"-item")===n?V(t.target):i)&&(!(this.options.handle&&!e&&(V(this.options.handle,i).find("*").addBack().each(function(){this===t.target&&(s=!0)}),!s))&&(this.currentItem=i,this._removeCurrentsFromItems(),!0))))},_mouseStart:function(t,e,i){var s,n,o=this.options;if((this.currentContainer=this).refreshPositions(),this.appendTo=V("parent"!==o.appendTo?o.appendTo:this.currentItem.parent()),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},V.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),this.scrollParent=this.placeholder.scrollParent(),V.extend(this.offset,{parent:this._getParentOffset()}),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(n=this.document.find("body"),this.storedCursor=n.css("cursor"),n.css("cursor",o.cursor),this.storedStylesheet=V("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(n)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!i)for(s=this.containers.length-1;0<=s;s--)this.containers[s]._trigger("activate",t,this._uiHash(this));return V.ui.ddmanager&&(V.ui.ddmanager.current=this),V.ui.ddmanager&&!o.dropBehaviour&&V.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this._addClass(this.helper,"ui-sortable-helper"),this.helper.parent().is(this.appendTo)||(this.helper.detach().appendTo(this.appendTo),this.offset.parent=this._getParentOffset()),this.position=this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,this.lastPositionAbs=this.positionAbs=this._convertPositionTo("absolute"),this._mouseDrag(t),!0},_scroll:function(t){var e=this.options,i=!1;return this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<e.scrollSensitivity?this.scrollParent[0].scrollTop=i=this.scrollParent[0].scrollTop+e.scrollSpeed:t.pageY-this.overflowOffset.top<e.scrollSensitivity&&(this.scrollParent[0].scrollTop=i=this.scrollParent[0].scrollTop-e.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<e.scrollSensitivity?this.scrollParent[0].scrollLeft=i=this.scrollParent[0].scrollLeft+e.scrollSpeed:t.pageX-this.overflowOffset.left<e.scrollSensitivity&&(this.scrollParent[0].scrollLeft=i=this.scrollParent[0].scrollLeft-e.scrollSpeed)):(t.pageY-this.document.scrollTop()<e.scrollSensitivity?i=this.document.scrollTop(this.document.scrollTop()-e.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<e.scrollSensitivity&&(i=this.document.scrollTop(this.document.scrollTop()+e.scrollSpeed)),t.pageX-this.document.scrollLeft()<e.scrollSensitivity?i=this.document.scrollLeft(this.document.scrollLeft()-e.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<e.scrollSensitivity&&(i=this.document.scrollLeft(this.document.scrollLeft()+e.scrollSpeed))),i},_mouseDrag:function(t){var e,i,s,n,o=this.options;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),o.scroll&&!1!==this._scroll(t)&&(this._refreshItemPositions(!0),V.ui.ddmanager&&!o.dropBehaviour&&V.ui.ddmanager.prepareOffsets(this,t)),this.dragDirection={vertical:this._getDragVerticalDirection(),horizontal:this._getDragHorizontalDirection()},e=this.items.length-1;0<=e;e--)if(s=(i=this.items[e]).item[0],(n=this._intersectsWithPointer(i))&&i.instance===this.currentContainer&&!(s===this.currentItem[0]||this.placeholder[1===n?"next":"prev"]()[0]===s||V.contains(this.placeholder[0],s)||"semi-dynamic"===this.options.type&&V.contains(this.element[0],s))){if(this.direction=1===n?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(i))break;this._rearrange(t,i),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),V.ui.ddmanager&&V.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,e){var i,s,n,o;if(t)return V.ui.ddmanager&&!this.options.dropBehaviour&&V.ui.ddmanager.drop(this,t),this.options.revert?(s=(i=this).placeholder.offset(),o={},(n=this.options.axis)&&"x"!==n||(o.left=s.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),n&&"y"!==n||(o.top=s.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,V(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){i._clear(t)})):this._clear(t,e),!1},cancel:function(){if(this.dragging){this._mouseUp(new V.Event("mouseup",{target:null})),"original"===this.options.helper?(this.currentItem.css(this._storedCSS),this._removeClass(this.currentItem,"ui-sortable-helper")):this.currentItem.show();for(var t=this.containers.length-1;0<=t;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),V.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?V(this.domPosition.prev).after(this.currentItem):V(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(e){var t=this._getItemsAsjQuery(e&&e.connected),i=[];return e=e||{},V(t).each(function(){var t=(V(e.item||this).attr(e.attribute||"id")||"").match(e.expression||/(.+)[\-=_](.+)/);t&&i.push((e.key||t[1]+"[]")+"="+(e.key&&e.expression?t[1]:t[2]))}),!i.length&&e.key&&i.push(e.key+"="),i.join("&")},toArray:function(t){var e=this._getItemsAsjQuery(t&&t.connected),i=[];return t=t||{},e.each(function(){i.push(V(t.item||this).attr(t.attribute||"id")||"")}),i},_intersectsWith:function(t){var e=this.positionAbs.left,i=e+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,o=t.left,a=o+t.width,r=t.top,l=r+t.height,h=this.offset.click.top,c=this.offset.click.left,h="x"===this.options.axis||r<s+h&&s+h<l,c="y"===this.options.axis||o<e+c&&e+c<a;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>t[this.floating?"width":"height"]?h&&c:o<e+this.helperProportions.width/2&&i-this.helperProportions.width/2<a&&r<s+this.helperProportions.height/2&&n-this.helperProportions.height/2<l},_intersectsWithPointer:function(t){var e="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,t.top,t.height),t="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,t.left,t.width);return!(!e||!t)&&(e=this.dragDirection.vertical,t=this.dragDirection.horizontal,this.floating?"right"===t||"down"===e?2:1:e&&("down"===e?2:1))},_intersectsWithSides:function(t){var e=this._isOverAxis(this.positionAbs.top+this.offset.click.top,t.top+t.height/2,t.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,t.left+t.width/2,t.width),s=this.dragDirection.vertical,t=this.dragDirection.horizontal;return this.floating&&t?"right"===t&&i||"left"===t&&!i:s&&("down"===s&&e||"up"===s&&!e)},_getDragVerticalDirection:function(){var t=this.positionAbs.top-this.lastPositionAbs.top;return 0!=t&&(0<t?"down":"up")},_getDragHorizontalDirection:function(){var t=this.positionAbs.left-this.lastPositionAbs.left;return 0!=t&&(0<t?"right":"left")},refresh:function(t){return this._refreshItems(t),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var t=this.options;return t.connectWith.constructor===String?[t.connectWith]:t.connectWith},_getItemsAsjQuery:function(t){var e,i,s,n,o=[],a=[],r=this._connectWith();if(r&&t)for(e=r.length-1;0<=e;e--)for(i=(s=V(r[e],this.document[0])).length-1;0<=i;i--)(n=V.data(s[i],this.widgetFullName))&&n!==this&&!n.options.disabled&&a.push(["function"==typeof n.options.items?n.options.items.call(n.element):V(n.options.items,n.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),n]);function l(){o.push(this)}for(a.push(["function"==typeof this.options.items?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):V(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),e=a.length-1;0<=e;e--)a[e][0].each(l);return V(o)},_removeCurrentsFromItems:function(){var i=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=V.grep(this.items,function(t){for(var e=0;e<i.length;e++)if(i[e]===t.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var e,i,s,n,o,a,r,l,h=this.items,c=[["function"==typeof this.options.items?this.options.items.call(this.element[0],t,{item:this.currentItem}):V(this.options.items,this.element),this]],u=this._connectWith();if(u&&this.ready)for(e=u.length-1;0<=e;e--)for(i=(s=V(u[e],this.document[0])).length-1;0<=i;i--)(n=V.data(s[i],this.widgetFullName))&&n!==this&&!n.options.disabled&&(c.push(["function"==typeof n.options.items?n.options.items.call(n.element[0],t,{item:this.currentItem}):V(n.options.items,n.element),n]),this.containers.push(n));for(e=c.length-1;0<=e;e--)for(o=c[e][1],l=(a=c[e][i=0]).length;i<l;i++)(r=V(a[i])).data(this.widgetName+"-item",o),h.push({item:r,instance:o,width:0,height:0,left:0,top:0})},_refreshItemPositions:function(t){for(var e,i,s=this.items.length-1;0<=s;s--)e=this.items[s],this.currentContainer&&e.instance!==this.currentContainer&&e.item[0]!==this.currentItem[0]||(i=this.options.toleranceElement?V(this.options.toleranceElement,e.item):e.item,t||(e.width=i.outerWidth(),e.height=i.outerHeight()),i=i.offset(),e.left=i.left,e.top=i.top)},refreshPositions:function(t){var e,i;if(this.floating=!!this.items.length&&("x"===this.options.axis||this._isFloating(this.items[0].item)),this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset()),this._refreshItemPositions(t),this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(e=this.containers.length-1;0<=e;e--)i=this.containers[e].element.offset(),this.containers[e].containerCache.left=i.left,this.containers[e].containerCache.top=i.top,this.containers[e].containerCache.width=this.containers[e].element.outerWidth(),this.containers[e].containerCache.height=this.containers[e].element.outerHeight();return this},_createPlaceholder:function(i){var s,n,o=(i=i||this).options;o.placeholder&&o.placeholder.constructor!==String||(s=o.placeholder,n=i.currentItem[0].nodeName.toLowerCase(),o.placeholder={element:function(){var t=V("<"+n+">",i.document[0]);return i._addClass(t,"ui-sortable-placeholder",s||i.currentItem[0].className)._removeClass(t,"ui-sortable-helper"),"tbody"===n?i._createTrPlaceholder(i.currentItem.find("tr").eq(0),V("<tr>",i.document[0]).appendTo(t)):"tr"===n?i._createTrPlaceholder(i.currentItem,t):"img"===n&&t.attr("src",i.currentItem.attr("src")),s||t.css("visibility","hidden"),t},update:function(t,e){s&&!o.forcePlaceholderSize||(e.height()&&(!o.forcePlaceholderSize||"tbody"!==n&&"tr"!==n)||e.height(i.currentItem.innerHeight()-parseInt(i.currentItem.css("paddingTop")||0,10)-parseInt(i.currentItem.css("paddingBottom")||0,10)),e.width()||e.width(i.currentItem.innerWidth()-parseInt(i.currentItem.css("paddingLeft")||0,10)-parseInt(i.currentItem.css("paddingRight")||0,10)))}}),i.placeholder=V(o.placeholder.element.call(i.element,i.currentItem)),i.currentItem.after(i.placeholder),o.placeholder.update(i,i.placeholder)},_createTrPlaceholder:function(t,e){var i=this;t.children().each(function(){V("<td> </td>",i.document[0]).attr("colspan",V(this).attr("colspan")||1).appendTo(e)})},_contactContainers:function(t){for(var e,i,s,n,o,a,r,l,h,c=null,u=null,d=this.containers.length-1;0<=d;d--)V.contains(this.currentItem[0],this.containers[d].element[0])||(this._intersectsWith(this.containers[d].containerCache)?c&&V.contains(this.containers[d].element[0],c.element[0])||(c=this.containers[d],u=d):this.containers[d].containerCache.over&&(this.containers[d]._trigger("out",t,this._uiHash(this)),this.containers[d].containerCache.over=0));if(c)if(1===this.containers.length)this.containers[u].containerCache.over||(this.containers[u]._trigger("over",t,this._uiHash(this)),this.containers[u].containerCache.over=1);else{for(i=1e4,s=null,n=(l=c.floating||this._isFloating(this.currentItem))?"left":"top",o=l?"width":"height",h=l?"pageX":"pageY",e=this.items.length-1;0<=e;e--)V.contains(this.containers[u].element[0],this.items[e].item[0])&&this.items[e].item[0]!==this.currentItem[0]&&(a=this.items[e].item.offset()[n],r=!1,t[h]-a>this.items[e][o]/2&&(r=!0),Math.abs(t[h]-a)<i&&(i=Math.abs(t[h]-a),s=this.items[e],this.direction=r?"up":"down"));(s||this.options.dropOnEmpty)&&(this.currentContainer!==this.containers[u]?(s?this._rearrange(t,s,null,!0):this._rearrange(t,null,this.containers[u].element,!0),this._trigger("change",t,this._uiHash()),this.containers[u]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[u],this.options.placeholder.update(this.currentContainer,this.placeholder),this.scrollParent=this.placeholder.scrollParent(),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this.containers[u]._trigger("over",t,this._uiHash(this)),this.containers[u].containerCache.over=1):this.currentContainer.containerCache.over||(this.containers[u]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1))}},_createHelper:function(t){var e=this.options,t="function"==typeof e.helper?V(e.helper.apply(this.element[0],[t,this.currentItem])):"clone"===e.helper?this.currentItem.clone():this.currentItem;return t.parents("body").length||this.appendTo[0].appendChild(t[0]),t[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),t[0].style.width&&!e.forceHelperSize||t.width(this.currentItem.width()),t[0].style.height&&!e.forceHelperSize||t.height(this.currentItem.height()),t},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),"left"in(t=Array.isArray(t)?{left:+t[0],top:+t[1]||0}:t)&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&V.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),{top:(t=this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&V.ui.ie?{top:0,left:0}:t).top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var t=this.currentItem.position();return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:t.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,e,i=this.options;"parent"===i.containment&&(i.containment=this.helper[0].parentNode),"document"!==i.containment&&"window"!==i.containment||(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===i.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===i.containment?this.document.height()||document.body.parentNode.scrollHeight:this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(i.containment)||(t=V(i.containment)[0],e=V(i.containment).offset(),i="hidden"!==V(t).css("overflow"),this.containment=[e.left+(parseInt(V(t).css("borderLeftWidth"),10)||0)+(parseInt(V(t).css("paddingLeft"),10)||0)-this.margins.left,e.top+(parseInt(V(t).css("borderTopWidth"),10)||0)+(parseInt(V(t).css("paddingTop"),10)||0)-this.margins.top,e.left+(i?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(V(t).css("borderLeftWidth"),10)||0)-(parseInt(V(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,e.top+(i?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(V(t).css("borderTopWidth"),10)||0)-(parseInt(V(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,e){e=e||this.position;var i="absolute"===t?1:-1,s="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&V.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,t=/(html|body)/i.test(s[0].tagName);return{top:e.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():t?0:s.scrollTop())*i,left:e.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():t?0:s.scrollLeft())*i}},_generatePosition:function(t){var e=this.options,i=t.pageX,s=t.pageY,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&V.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,o=/(html|body)/i.test(n[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(i=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(s=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(i=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(s=this.containment[3]+this.offset.click.top)),e.grid&&(t=this.originalPageY+Math.round((s-this.originalPageY)/e.grid[1])*e.grid[1],s=!this.containment||t-this.offset.click.top>=this.containment[1]&&t-this.offset.click.top<=this.containment[3]?t:t-this.offset.click.top>=this.containment[1]?t-e.grid[1]:t+e.grid[1],t=this.originalPageX+Math.round((i-this.originalPageX)/e.grid[0])*e.grid[0],i=!this.containment||t-this.offset.click.left>=this.containment[0]&&t-this.offset.click.left<=this.containment[2]?t:t-this.offset.click.left>=this.containment[0]?t-e.grid[0]:t+e.grid[0])),{top:s-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():o?0:n.scrollTop()),left:i-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():o?0:n.scrollLeft())}},_rearrange:function(t,e,i,s){i?i[0].appendChild(this.placeholder[0]):e.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?e.item[0]:e.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(t,e){this.reverting=!1;var i,s=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(i in this._storedCSS)"auto"!==this._storedCSS[i]&&"static"!==this._storedCSS[i]||(this._storedCSS[i]="");this.currentItem.css(this._storedCSS),this._removeClass(this.currentItem,"ui-sortable-helper")}else this.currentItem.show();function n(e,i,s){return function(t){s._trigger(e,t,i._uiHash(i))}}for(this.fromOutside&&!e&&s.push(function(t){this._trigger("receive",t,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||e||s.push(function(t){this._trigger("update",t,this._uiHash())}),this!==this.currentContainer&&(e||(s.push(function(t){this._trigger("remove",t,this._uiHash())}),s.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),s.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),i=this.containers.length-1;0<=i;i--)e||s.push(n("deactivate",this,this.containers[i])),this.containers[i].containerCache.over&&(s.push(n("out",this,this.containers[i])),this.containers[i].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,e||this._trigger("beforeStop",t,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!e){for(i=0;i<s.length;i++)s[i].call(this,t);this._trigger("stop",t,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){!1===V.Widget.prototype._trigger.apply(this,arguments)&&this.cancel()},_uiHash:function(t){var e=t||this;return{helper:e.helper,placeholder:e.placeholder||V([]),position:e.position,originalPosition:e.originalPosition,offset:e.positionAbs,item:e.currentItem,sender:t?t.element:null}}});function ht(e){return function(){var t=this.element.val();e.apply(this,arguments),this._refresh(),t!==this.element.val()&&this._trigger("change")}}V.widget("ui.spinner",{version:"1.13.2",defaultElement:"<input>",widgetEventPrefix:"spin",options:{classes:{"ui-spinner":"ui-corner-all","ui-spinner-down":"ui-corner-br","ui-spinner-up":"ui-corner-tr"},culture:null,icons:{down:"ui-icon-triangle-1-s",up:"ui-icon-triangle-1-n"},incremental:!0,max:null,min:null,numberFormat:null,page:10,step:1,change:null,spin:null,start:null,stop:null},_create:function(){this._setOption("max",this.options.max),this._setOption("min",this.options.min),this._setOption("step",this.options.step),""!==this.value()&&this._value(this.element.val(),!0),this._draw(),this._on(this._events),this._refresh(),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_getCreateOptions:function(){var s=this._super(),n=this.element;return V.each(["min","max","step"],function(t,e){var i=n.attr(e);null!=i&&i.length&&(s[e]=i)}),s},_events:{keydown:function(t){this._start(t)&&this._keydown(t)&&t.preventDefault()},keyup:"_stop",focus:function(){this.previous=this.element.val()},blur:function(t){this.cancelBlur?delete this.cancelBlur:(this._stop(),this._refresh(),this.previous!==this.element.val()&&this._trigger("change",t))},mousewheel:function(t,e){var i=V.ui.safeActiveElement(this.document[0]);if(this.element[0]===i&&e){if(!this.spinning&&!this._start(t))return!1;this._spin((0<e?1:-1)*this.options.step,t),clearTimeout(this.mousewheelTimer),this.mousewheelTimer=this._delay(function(){this.spinning&&this._stop(t)},100),t.preventDefault()}},"mousedown .ui-spinner-button":function(t){var e;function i(){this.element[0]===V.ui.safeActiveElement(this.document[0])||(this.element.trigger("focus"),this.previous=e,this._delay(function(){this.previous=e}))}e=this.element[0]===V.ui.safeActiveElement(this.document[0])?this.previous:this.element.val(),t.preventDefault(),i.call(this),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur,i.call(this)}),!1!==this._start(t)&&this._repeat(null,V(t.currentTarget).hasClass("ui-spinner-up")?1:-1,t)},"mouseup .ui-spinner-button":"_stop","mouseenter .ui-spinner-button":function(t){if(V(t.currentTarget).hasClass("ui-state-active"))return!1!==this._start(t)&&void this._repeat(null,V(t.currentTarget).hasClass("ui-spinner-up")?1:-1,t)},"mouseleave .ui-spinner-button":"_stop"},_enhance:function(){this.uiSpinner=this.element.attr("autocomplete","off").wrap("<span>").parent().append("<a></a><a></a>")},_draw:function(){this._enhance(),this._addClass(this.uiSpinner,"ui-spinner","ui-widget ui-widget-content"),this._addClass("ui-spinner-input"),this.element.attr("role","spinbutton"),this.buttons=this.uiSpinner.children("a").attr("tabIndex",-1).attr("aria-hidden",!0).button({classes:{"ui-button":""}}),this._removeClass(this.buttons,"ui-corner-all"),this._addClass(this.buttons.first(),"ui-spinner-button ui-spinner-up"),this._addClass(this.buttons.last(),"ui-spinner-button ui-spinner-down"),this.buttons.first().button({icon:this.options.icons.up,showLabel:!1}),this.buttons.last().button({icon:this.options.icons.down,showLabel:!1}),this.buttons.height()>Math.ceil(.5*this.uiSpinner.height())&&0<this.uiSpinner.height()&&this.uiSpinner.height(this.uiSpinner.height())},_keydown:function(t){var e=this.options,i=V.ui.keyCode;switch(t.keyCode){case i.UP:return this._repeat(null,1,t),!0;case i.DOWN:return this._repeat(null,-1,t),!0;case i.PAGE_UP:return this._repeat(null,e.page,t),!0;case i.PAGE_DOWN:return this._repeat(null,-e.page,t),!0}return!1},_start:function(t){return!(!this.spinning&&!1===this._trigger("start",t))&&(this.counter||(this.counter=1),this.spinning=!0)},_repeat:function(t,e,i){t=t||500,clearTimeout(this.timer),this.timer=this._delay(function(){this._repeat(40,e,i)},t),this._spin(e*this.options.step,i)},_spin:function(t,e){var i=this.value()||0;this.counter||(this.counter=1),i=this._adjustValue(i+t*this._increment(this.counter)),this.spinning&&!1===this._trigger("spin",e,{value:i})||(this._value(i),this.counter++)},_increment:function(t){var e=this.options.incremental;return e?"function"==typeof e?e(t):Math.floor(t*t*t/5e4-t*t/500+17*t/200+1):1},_precision:function(){var t=this._precisionOf(this.options.step);return t=null!==this.options.min?Math.max(t,this._precisionOf(this.options.min)):t},_precisionOf:function(t){var e=t.toString(),t=e.indexOf(".");return-1===t?0:e.length-t-1},_adjustValue:function(t){var e=this.options,i=null!==e.min?e.min:0,s=t-i;return t=i+Math.round(s/e.step)*e.step,t=parseFloat(t.toFixed(this._precision())),null!==e.max&&t>e.max?e.max:null!==e.min&&t<e.min?e.min:t},_stop:function(t){this.spinning&&(clearTimeout(this.timer),clearTimeout(this.mousewheelTimer),this.counter=0,this.spinning=!1,this._trigger("stop",t))},_setOption:function(t,e){var i;if("culture"===t||"numberFormat"===t)return i=this._parse(this.element.val()),this.options[t]=e,void this.element.val(this._format(i));"max"!==t&&"min"!==t&&"step"!==t||"string"==typeof e&&(e=this._parse(e)),"icons"===t&&(i=this.buttons.first().find(".ui-icon"),this._removeClass(i,null,this.options.icons.up),this._addClass(i,null,e.up),i=this.buttons.last().find(".ui-icon"),this._removeClass(i,null,this.options.icons.down),this._addClass(i,null,e.down)),this._super(t,e)},_setOptionDisabled:function(t){this._super(t),this._toggleClass(this.uiSpinner,null,"ui-state-disabled",!!t),this.element.prop("disabled",!!t),this.buttons.button(t?"disable":"enable")},_setOptions:ht(function(t){this._super(t)}),_parse:function(t){return""===(t="string"==typeof t&&""!==t?window.Globalize&&this.options.numberFormat?Globalize.parseFloat(t,10,this.options.culture):+t:t)||isNaN(t)?null:t},_format:function(t){return""===t?"":window.Globalize&&this.options.numberFormat?Globalize.format(t,this.options.numberFormat,this.options.culture):t},_refresh:function(){this.element.attr({"aria-valuemin":this.options.min,"aria-valuemax":this.options.max,"aria-valuenow":this._parse(this.element.val())})},isValid:function(){var t=this.value();return null!==t&&t===this._adjustValue(t)},_value:function(t,e){var i;""!==t&&null!==(i=this._parse(t))&&(e||(i=this._adjustValue(i)),t=this._format(i)),this.element.val(t),this._refresh()},_destroy:function(){this.element.prop("disabled",!1).removeAttr("autocomplete role aria-valuemin aria-valuemax aria-valuenow"),this.uiSpinner.replaceWith(this.element)},stepUp:ht(function(t){this._stepUp(t)}),_stepUp:function(t){this._start()&&(this._spin((t||1)*this.options.step),this._stop())},stepDown:ht(function(t){this._stepDown(t)}),_stepDown:function(t){this._start()&&(this._spin((t||1)*-this.options.step),this._stop())},pageUp:ht(function(t){this._stepUp((t||1)*this.options.page)}),pageDown:ht(function(t){this._stepDown((t||1)*this.options.page)}),value:function(t){if(!arguments.length)return this._parse(this.element.val());ht(this._value).call(this,t)},widget:function(){return this.uiSpinner}}),!1!==V.uiBackCompat&&V.widget("ui.spinner",V.ui.spinner,{_enhance:function(){this.uiSpinner=this.element.attr("autocomplete","off").wrap(this._uiSpinnerHtml()).parent().append(this._buttonHtml())},_uiSpinnerHtml:function(){return"<span>"},_buttonHtml:function(){return"<a></a><a></a>"}});var ct;V.ui.spinner;V.widget("ui.tabs",{version:"1.13.2",delay:300,options:{active:null,classes:{"ui-tabs":"ui-corner-all","ui-tabs-nav":"ui-corner-all","ui-tabs-panel":"ui-corner-bottom","ui-tabs-tab":"ui-corner-top"},collapsible:!1,event:"click",heightStyle:"content",hide:null,show:null,activate:null,beforeActivate:null,beforeLoad:null,load:null},_isLocal:(ct=/#.*$/,function(t){var e=t.href.replace(ct,""),i=location.href.replace(ct,"");try{e=decodeURIComponent(e)}catch(t){}try{i=decodeURIComponent(i)}catch(t){}return 1<t.hash.length&&e===i}),_create:function(){var e=this,t=this.options;this.running=!1,this._addClass("ui-tabs","ui-widget ui-widget-content"),this._toggleClass("ui-tabs-collapsible",null,t.collapsible),this._processTabs(),t.active=this._initialActive(),Array.isArray(t.disabled)&&(t.disabled=V.uniqueSort(t.disabled.concat(V.map(this.tabs.filter(".ui-state-disabled"),function(t){return e.tabs.index(t)}))).sort()),!1!==this.options.active&&this.anchors.length?this.active=this._findActive(t.active):this.active=V(),this._refresh(),this.active.length&&this.load(t.active)},_initialActive:function(){var i=this.options.active,t=this.options.collapsible,s=location.hash.substring(1);return null===i&&(s&&this.tabs.each(function(t,e){if(V(e).attr("aria-controls")===s)return i=t,!1}),null!==(i=null===i?this.tabs.index(this.tabs.filter(".ui-tabs-active")):i)&&-1!==i||(i=!!this.tabs.length&&0)),!1!==i&&-1===(i=this.tabs.index(this.tabs.eq(i)))&&(i=!t&&0),i=!t&&!1===i&&this.anchors.length?0:i},_getCreateEventData:function(){return{tab:this.active,panel:this.active.length?this._getPanelForTab(this.active):V()}},_tabKeydown:function(t){var e=V(V.ui.safeActiveElement(this.document[0])).closest("li"),i=this.tabs.index(e),s=!0;if(!this._handlePageNav(t)){switch(t.keyCode){case V.ui.keyCode.RIGHT:case V.ui.keyCode.DOWN:i++;break;case V.ui.keyCode.UP:case V.ui.keyCode.LEFT:s=!1,i--;break;case V.ui.keyCode.END:i=this.anchors.length-1;break;case V.ui.keyCode.HOME:i=0;break;case V.ui.keyCode.SPACE:return t.preventDefault(),clearTimeout(this.activating),void this._activate(i);case V.ui.keyCode.ENTER:return t.preventDefault(),clearTimeout(this.activating),void this._activate(i!==this.options.active&&i);default:return}t.preventDefault(),clearTimeout(this.activating),i=this._focusNextTab(i,s),t.ctrlKey||t.metaKey||(e.attr("aria-selected","false"),this.tabs.eq(i).attr("aria-selected","true"),this.activating=this._delay(function(){this.option("active",i)},this.delay))}},_panelKeydown:function(t){this._handlePageNav(t)||t.ctrlKey&&t.keyCode===V.ui.keyCode.UP&&(t.preventDefault(),this.active.trigger("focus"))},_handlePageNav:function(t){return t.altKey&&t.keyCode===V.ui.keyCode.PAGE_UP?(this._activate(this._focusNextTab(this.options.active-1,!1)),!0):t.altKey&&t.keyCode===V.ui.keyCode.PAGE_DOWN?(this._activate(this._focusNextTab(this.options.active+1,!0)),!0):void 0},_findNextTab:function(t,e){var i=this.tabs.length-1;for(;-1!==V.inArray(t=(t=i<t?0:t)<0?i:t,this.options.disabled);)t=e?t+1:t-1;return t},_focusNextTab:function(t,e){return t=this._findNextTab(t,e),this.tabs.eq(t).trigger("focus"),t},_setOption:function(t,e){"active"!==t?(this._super(t,e),"collapsible"===t&&(this._toggleClass("ui-tabs-collapsible",null,e),e||!1!==this.options.active||this._activate(0)),"event"===t&&this._setupEvents(e),"heightStyle"===t&&this._setupHeightStyle(e)):this._activate(e)},_sanitizeSelector:function(t){return t?t.replace(/[!"$%&'()*+,.\/:;<=>?@\[\]\^`{|}~]/g,"\\$&"):""},refresh:function(){var t=this.options,e=this.tablist.children(":has(a[href])");t.disabled=V.map(e.filter(".ui-state-disabled"),function(t){return e.index(t)}),this._processTabs(),!1!==t.active&&this.anchors.length?this.active.length&&!V.contains(this.tablist[0],this.active[0])?this.tabs.length===t.disabled.length?(t.active=!1,this.active=V()):this._activate(this._findNextTab(Math.max(0,t.active-1),!1)):t.active=this.tabs.index(this.active):(t.active=!1,this.active=V()),this._refresh()},_refresh:function(){this._setOptionDisabled(this.options.disabled),this._setupEvents(this.options.event),this._setupHeightStyle(this.options.heightStyle),this.tabs.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}),this.panels.not(this._getPanelForTab(this.active)).hide().attr({"aria-hidden":"true"}),this.active.length?(this.active.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}),this._addClass(this.active,"ui-tabs-active","ui-state-active"),this._getPanelForTab(this.active).show().attr({"aria-hidden":"false"})):this.tabs.eq(0).attr("tabIndex",0)},_processTabs:function(){var 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div.main-container { - max-width: 1200px; +max-width: 1200px; } - div.tocify { - width: 20%; - max-width: 260px; - max-height: 85%; +width: 20%; +max-width: 260px; +max-height: 85%; } - @media (min-width: 768px) and (max-width: 991px) { - div.tocify { - width: 25%; - } +div.tocify { +width: 25%; +} } - @media (max-width: 767px) { - div.tocify { - width: 100%; - max-width: none; - } +div.tocify { +width: 100%; +max-width: none; +} } - .tocify ul, .tocify li { - line-height: 20px; +line-height: 20px; } - .tocify-subheader .tocify-item { - font-size: 0.90em; +font-size: 0.90em; } - .tocify .list-group-item { - border-radius: 0px; +border-radius: 0px; } - - </style> @@ -1592,7 +1568,7 @@ div.tocify { <h1 class="title toc-ignore">Benchmark timings for mkin</h1> <h4 class="author">Johannes Ranke</h4> -<h4 class="date">Last change 17 February 2023 (rebuilt 2023-02-17)</h4> +<h4 class="date">Last change 17 February 2023 (rebuilt 2023-10-30)</h4> </div> @@ -1678,7 +1654,15 @@ systems. All trademarks belong to their respective owners.</p> <h3>Parent only</h3> <p>Constant variance (t1) and two-component error model (t2) for four models fitted to two datasets, i.e. eight fits for each test.</p> -<table> +<table style="width:100%;"> +<colgroup> +<col width="8%" /> +<col width="54%" /> +<col width="8%" /> +<col width="12%" /> +<col width="8%" /> +<col width="9%" /> +</colgroup> <thead> <tr class="header"> <th align="left">OS</th> @@ -1863,8 +1847,32 @@ models fitted to two datasets, i.e. eight fits for each test.</p> <td align="left">Ryzen 9 7950X</td> <td align="left">4.2.2</td> <td align="left">1.2.3</td> -<td align="right">1.327</td> -<td align="right">1.863</td> +<td align="right">1.370</td> +<td align="right">1.883</td> +</tr> +<tr class="odd"> +<td align="left">Linux</td> +<td align="left">Ryzen 9 7950X</td> +<td align="left">4.2.3</td> +<td align="left">1.2.3</td> +<td align="right">1.406</td> +<td align="right">1.948</td> +</tr> +<tr class="even"> +<td align="left">Linux</td> +<td align="left">Ryzen 9 7950X</td> +<td align="left">4.3.0</td> +<td align="left">1.2.4</td> +<td align="right">1.386</td> +<td align="right">1.960</td> +</tr> +<tr class="odd"> +<td align="left">Linux</td> +<td align="left">Intel(R) Xeon(R) Gold 6134 CPU @ 3.20GHz</td> +<td align="left">4.3.1</td> +<td align="left">1.2.5</td> +<td align="right">2.369</td> +<td align="right">3.632</td> </tr> </tbody> </table> @@ -1875,6 +1883,15 @@ models fitted to two datasets, i.e. eight fits for each test.</p> by variable (t5) for three models fitted to one dataset, i.e. three fits for each test.</p> <table> +<colgroup> +<col width="7%" /> +<col width="50%" /> +<col width="7%" /> +<col width="11%" /> +<col width="7%" /> +<col width="8%" /> +<col width="7%" /> +</colgroup> <thead> <tr class="header"> <th align="left">OS</th> @@ -2081,9 +2098,36 @@ for each test.</p> <td align="left">Ryzen 9 7950X</td> <td align="left">4.2.2</td> <td align="left">1.2.3</td> -<td align="right">0.758</td> -<td align="right">2.050</td> -<td align="right">1.135</td> +<td align="right">0.770</td> +<td align="right">2.011</td> +<td align="right">1.123</td> +</tr> +<tr class="odd"> +<td align="left">Linux</td> +<td align="left">Ryzen 9 7950X</td> +<td align="left">4.2.3</td> +<td align="left">1.2.3</td> +<td align="right">0.793</td> +<td align="right">2.109</td> +<td align="right">1.178</td> +</tr> +<tr class="even"> +<td align="left">Linux</td> +<td align="left">Ryzen 9 7950X</td> +<td align="left">4.3.0</td> +<td align="left">1.2.4</td> +<td align="right">0.779</td> +<td align="right">2.080</td> +<td align="right">1.106</td> +</tr> +<tr class="odd"> +<td align="left">Linux</td> +<td align="left">Intel(R) Xeon(R) Gold 6134 CPU @ 3.20GHz</td> +<td align="left">4.3.1</td> +<td align="left">1.2.5</td> +<td align="right">1.823</td> +<td align="right">5.555</td> +<td align="right">2.404</td> </tr> </tbody> </table> @@ -2093,18 +2137,18 @@ for each test.</p> <p>Constant variance (t6 and t7), two-component error model (t8 and t9), and variance by variable (t10 and t11) for one model fitted to one dataset, i.e. one fit for each test.</p> -<table> +<table style="width:100%;"> <colgroup> +<col width="5%" /> +<col width="40%" /> +<col width="5%" /> <col width="8%" /> -<col width="19%" /> -<col width="8%" /> -<col width="12%" /> -<col width="8%" /> -<col width="8%" /> -<col width="8%" /> -<col width="9%" /> -<col width="8%" /> -<col width="9%" /> +<col width="5%" /> +<col width="5%" /> +<col width="5%" /> +<col width="6%" /> +<col width="5%" /> +<col width="6%" /> </colgroup> <thead> <tr class="header"> @@ -2378,12 +2422,48 @@ dataset, i.e. one fit for each test.</p> <td align="left">Ryzen 9 7950X</td> <td align="left">4.2.2</td> <td align="left">1.2.3</td> -<td align="right">0.414</td> -<td align="right">0.533</td> -<td align="right">0.598</td> -<td align="right">1.020</td> -<td align="right">0.726</td> -<td align="right">0.966</td> +<td 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align="left">1.2.5</td> +<td align="right">0.798</td> +<td align="right">1.096</td> +<td align="right">1.217</td> +<td align="right">3.173</td> +<td align="right">1.634</td> +<td align="right">2.271</td> </tr> </tbody> </table> diff --git a/vignettes/web_only/benchmarks.rmd b/vignettes/web_only/benchmarks.rmd index 132e5062..6231d14e 100644 --- a/vignettes/web_only/benchmarks.rmd +++ b/vignettes/web_only/benchmarks.rmd @@ -55,7 +55,12 @@ mkin_version <- as.character(packageVersion("mkin")) R_version <- paste0(R.version$major, ".", R.version$minor) system_string <- paste0(operating_system, ", ", cpu_model, ", mkin ", mkin_version, ", R ", R_version) -benchmark_path = normalizePath("~/git/mkin/vignettes/web_only/mkin_benchmarks.rda") +if (dir.exists("~/git/mkin")) { + benchmark_path = normalizePath("~/git/mkin/vignettes/web_only/mkin_benchmarks.rda") +} else { + benchmark_path = normalizePath("~/projects/mkin/vignettes/web_only/mkin_benchmarks.rda") +} + load(benchmark_path) # Used for 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e("body").append(s),t=a.offsetWidth,s.css("overflow","scroll"),i=a.offsetWidth,t===i&&(i=s[0].clientWidth),s.remove(),n=t-i},getScrollInfo:function(t){var i=t.isWindow||t.isDocument?"":t.element.css("overflow-x"),s=t.isWindow||t.isDocument?"":t.element.css("overflow-y"),n="scroll"===i||"auto"===i&&t.width<t.element[0].scrollWidth,a="scroll"===s||"auto"===s&&t.height<t.element[0].scrollHeight;return{width:a?e.position.scrollbarWidth():0,height:n?e.position.scrollbarWidth():0}},getWithinInfo:function(t){var i=e(t||window),s=e.isWindow(i[0]),n=!!i[0]&&9===i[0].nodeType;return{element:i,isWindow:s,isDocument:n,offset:i.offset()||{left:0,top:0},scrollLeft:i.scrollLeft(),scrollTop:i.scrollTop(),width:s||n?i.width():i.outerWidth(),height:s||n?i.height():i.outerHeight()}}},e.fn.position=function(n){if(!n||!n.of)return f.apply(this,arguments);n=e.extend({},n);var p,m,g,v,y,b,_=e(n.of),x=e.position.getWithinInfo(n.within),w=e.position.getScrollInfo(x),k=(n.collision||"flip").split(" "),T={};return b=s(_),_[0].preventDefault&&(n.at="left top"),m=b.width,g=b.height,v=b.offset,y=e.extend({},v),e.each(["my","at"],function(){var e,t,i=(n[this]||"").split(" ");1===i.length&&(i=l.test(i[0])?i.concat(["center"]):u.test(i[0])?["center"].concat(i):["center","center"]),i[0]=l.test(i[0])?i[0]:"center",i[1]=u.test(i[1])?i[1]:"center",e=d.exec(i[0]),t=d.exec(i[1]),T[this]=[e?e[0]:0,t?t[0]:0],n[this]=[c.exec(i[0])[0],c.exec(i[1])[0]]}),1===k.length&&(k[1]=k[0]),"right"===n.at[0]?y.left+=m:"center"===n.at[0]&&(y.left+=m/2),"bottom"===n.at[1]?y.top+=g:"center"===n.at[1]&&(y.top+=g/2),p=t(T.at,m,g),y.left+=p[0],y.top+=p[1],this.each(function(){var s,l,u=e(this),d=u.outerWidth(),c=u.outerHeight(),f=i(this,"marginLeft"),b=i(this,"marginTop"),D=d+f+i(this,"marginRight")+w.width,S=c+b+i(this,"marginBottom")+w.height,N=e.extend({},y),M=t(T.my,u.outerWidth(),u.outerHeight());"right"===n.my[0]?N.left-=d:"center"===n.my[0]&&(N.left-=d/2),"bottom"===n.my[1]?N.top-=c:"center"===n.my[1]&&(N.top-=c/2),N.left+=M[0],N.top+=M[1],a||(N.left=h(N.left),N.top=h(N.top)),s={marginLeft:f,marginTop:b},e.each(["left","top"],function(t,i){e.ui.position[k[t]]&&e.ui.position[k[t]][i](N,{targetWidth:m,targetHeight:g,elemWidth:d,elemHeight:c,collisionPosition:s,collisionWidth:D,collisionHeight:S,offset:[p[0]+M[0],p[1]+M[1]],my:n.my,at:n.at,within:x,elem:u})}),n.using&&(l=function(e){var t=v.left-N.left,i=t+m-d,s=v.top-N.top,a=s+g-c,h={target:{element:_,left:v.left,top:v.top,width:m,height:g},element:{element:u,left:N.left,top:N.top,width:d,height:c},horizontal:0>i?"left":t>0?"right":"center",vertical:0>a?"top":s>0?"bottom":"middle"};d>m&&m>r(t+i)&&(h.horizontal="center"),c>g&&g>r(s+a)&&(h.vertical="middle"),h.important=o(r(t),r(i))>o(r(s),r(a))?"horizontal":"vertical",n.using.call(this,e,h)}),u.offset(e.extend(N,{using:l}))})},e.ui.position={fit:{left:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollLeft:s.offset.left,a=s.width,r=e.left-t.collisionPosition.marginLeft,h=n-r,l=r+t.collisionWidth-a-n;t.collisionWidth>a?h>0&&0>=l?(i=e.left+h+t.collisionWidth-a-n,e.left+=h-i):e.left=l>0&&0>=h?n:h>l?n+a-t.collisionWidth:n:h>0?e.left+=h:l>0?e.left-=l:e.left=o(e.left-r,e.left)},top:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollTop:s.offset.top,a=t.within.height,r=e.top-t.collisionPosition.marginTop,h=n-r,l=r+t.collisionHeight-a-n;t.collisionHeight>a?h>0&&0>=l?(i=e.top+h+t.collisionHeight-a-n,e.top+=h-i):e.top=l>0&&0>=h?n:h>l?n+a-t.collisionHeight:n:h>0?e.top+=h:l>0?e.top-=l:e.top=o(e.top-r,e.top)}},flip:{left:function(e,t){var i,s,n=t.within,a=n.offset.left+n.scrollLeft,o=n.width,h=n.isWindow?n.scrollLeft:n.offset.left,l=e.left-t.collisionPosition.marginLeft,u=l-h,d=l+t.collisionWidth-o-h,c="left"===t.my[0]?-t.elemWidth:"right"===t.my[0]?t.elemWidth:0,p="left"===t.at[0]?t.targetWidth:"right"===t.at[0]?-t.targetWidth:0,f=-2*t.offset[0];0>u?(i=e.left+c+p+f+t.collisionWidth-o-a,(0>i||r(u)>i)&&(e.left+=c+p+f)):d>0&&(s=e.left-t.collisionPosition.marginLeft+c+p+f-h,(s>0||d>r(s))&&(e.left+=c+p+f))},top:function(e,t){var i,s,n=t.within,a=n.offset.top+n.scrollTop,o=n.height,h=n.isWindow?n.scrollTop:n.offset.top,l=e.top-t.collisionPosition.marginTop,u=l-h,d=l+t.collisionHeight-o-h,c="top"===t.my[1],p=c?-t.elemHeight:"bottom"===t.my[1]?t.elemHeight:0,f="top"===t.at[1]?t.targetHeight:"bottom"===t.at[1]?-t.targetHeight:0,m=-2*t.offset[1];0>u?(s=e.top+p+f+m+t.collisionHeight-o-a,(0>s||r(u)>s)&&(e.top+=p+f+m)):d>0&&(i=e.top-t.collisionPosition.marginTop+p+f+m-h,(i>0||d>r(i))&&(e.top+=p+f+m))}},flipfit:{left:function(){e.ui.position.flip.left.apply(this,arguments),e.ui.position.fit.left.apply(this,arguments)},top:function(){e.ui.position.flip.top.apply(this,arguments),e.ui.position.fit.top.apply(this,arguments)}}},function(){var t,i,s,n,o,r=document.getElementsByTagName("body")[0],h=document.createElement("div");t=document.createElement(r?"div":"body"),s={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},r&&e.extend(s,{position:"absolute",left:"-1000px",top:"-1000px"});for(o in s)t.style[o]=s[o];t.appendChild(h),i=r||document.documentElement,i.insertBefore(t,i.firstChild),h.style.cssText="position: absolute; left: 10.7432222px;",n=e(h).offset().left,a=n>10&&11>n,t.innerHTML="",i.removeChild(t)}()}(),e.ui.position,e.widget("ui.draggable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"===this.options.helper&&this._setPositionRelative(),this.options.addClasses&&this.element.addClass("ui-draggable"),this.options.disabled&&this.element.addClass("ui-draggable-disabled"),this._setHandleClassName(),this._mouseInit()},_setOption:function(e,t){this._super(e,t),"handle"===e&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){return(this.helper||this.element).is(".ui-draggable-dragging")?(this.destroyOnClear=!0,void 0):(this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._removeHandleClassName(),this._mouseDestroy(),void 0)},_mouseCapture:function(t){var i=this.options;return this._blurActiveElement(t),this.helper||i.disabled||e(t.target).closest(".ui-resizable-handle").length>0?!1:(this.handle=this._getHandle(t),this.handle?(this._blockFrames(i.iframeFix===!0?"iframe":i.iframeFix),!0):!1)},_blockFrames:function(t){this.iframeBlocks=this.document.find(t).map(function(){var t=e(this);return e("<div>").css("position","absolute").appendTo(t.parent()).outerWidth(t.outerWidth()).outerHeight(t.outerHeight()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_blurActiveElement:function(t){var i=this.document[0];if(this.handleElement.is(t.target))try{i.activeElement&&"body"!==i.activeElement.nodeName.toLowerCase()&&e(i.activeElement).blur()}catch(s){}},_mouseStart:function(t){var i=this.options;return this.helper=this._createHelper(t),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),e.ui.ddmanager&&(e.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=this.helper.parents().filter(function(){return"fixed"===e(this).css("position")}).length>0,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,i.cursorAt&&this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",t)===!1?(this._clear(),!1):(this._cacheHelperProportions(),e.ui.ddmanager&&!i.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this._normalizeRightBottom(),this._mouseDrag(t,!0),e.ui.ddmanager&&e.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(e){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:e.pageX-this.offset.left,top:e.pageY-this.offset.top}},_mouseDrag:function(t,i){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!i){var s=this._uiHash();if(this._trigger("drag",t,s)===!1)return this._mouseUp({}),!1;this.position=s.position}return this.helper[0].style.left=this.position.left+"px",this.helper[0].style.top=this.position.top+"px",e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),!1},_mouseStop:function(t){var i=this,s=!1;return e.ui.ddmanager&&!this.options.dropBehaviour&&(s=e.ui.ddmanager.drop(this,t)),this.dropped&&(s=this.dropped,this.dropped=!1),"invalid"===this.options.revert&&!s||"valid"===this.options.revert&&s||this.options.revert===!0||e.isFunction(this.options.revert)&&this.options.revert.call(this.element,s)?e(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",t)!==!1&&i._clear()}):this._trigger("stop",t)!==!1&&this._clear(),!1},_mouseUp:function(t){return this._unblockFrames(),e.ui.ddmanager&&e.ui.ddmanager.dragStop(this,t),this.handleElement.is(t.target)&&this.element.focus(),e.ui.mouse.prototype._mouseUp.call(this,t)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(t){return this.options.handle?!!e(t.target).closest(this.element.find(this.options.handle)).length:!0},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this.handleElement.addClass("ui-draggable-handle")},_removeHandleClassName:function(){this.handleElement.removeClass("ui-draggable-handle")},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper),n=s?e(i.helper.apply(this.element[0],[t])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),s&&n[0]===this.element[0]&&this._setPositionRelative(),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(e){return/(html|body)/i.test(e.tagName)||e===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),i=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==i&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),this._isRootNode(this.offsetParent[0])&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var e=this.element.position(),t=this._isRootNode(this.scrollParent[0]);return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+(t?0:this.scrollParent.scrollTop()),left:e.left-(parseInt(this.helper.css("left"),10)||0)+(t?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options,a=this.document[0];return this.relativeContainer=null,n.containment?"window"===n.containment?(this.containment=[e(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,e(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,e(window).scrollLeft()+e(window).width()-this.helperProportions.width-this.margins.left,e(window).scrollTop()+(e(window).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):"document"===n.containment?(this.containment=[0,0,e(a).width()-this.helperProportions.width-this.margins.left,(e(a).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):n.containment.constructor===Array?(this.containment=n.containment,void 0):("parent"===n.containment&&(n.containment=this.helper[0].parentNode),i=e(n.containment),s=i[0],s&&(t=/(scroll|auto)/.test(i.css("overflow")),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(t?Math.max(s.scrollWidth,s.offsetWidth):s.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(s.scrollHeight,s.offsetHeight):s.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=i),void 0):(this.containment=null,void 0)},_convertPositionTo:function(e,t){t||(t=this.position);var i="absolute"===e?1:-1,s=this._isRootNode(this.scrollParent[0]);return{top:t.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:s?0:this.offset.scroll.top)*i,left:t.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:s?0:this.offset.scroll.left)*i}},_generatePosition:function(e,t){var i,s,n,a,o=this.options,r=this._isRootNode(this.scrollParent[0]),h=e.pageX,l=e.pageY;return r&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),t&&(this.containment&&(this.relativeContainer?(s=this.relativeContainer.offset(),i=[this.containment[0]+s.left,this.containment[1]+s.top,this.containment[2]+s.left,this.containment[3]+s.top]):i=this.containment,e.pageX-this.offset.click.left<i[0]&&(h=i[0]+this.offset.click.left),e.pageY-this.offset.click.top<i[1]&&(l=i[1]+this.offset.click.top),e.pageX-this.offset.click.left>i[2]&&(h=i[2]+this.offset.click.left),e.pageY-this.offset.click.top>i[3]&&(l=i[3]+this.offset.click.top)),o.grid&&(n=o.grid[1]?this.originalPageY+Math.round((l-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,l=i?n-this.offset.click.top>=i[1]||n-this.offset.click.top>i[3]?n:n-this.offset.click.top>=i[1]?n-o.grid[1]:n+o.grid[1]:n,a=o.grid[0]?this.originalPageX+Math.round((h-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,h=i?a-this.offset.click.left>=i[0]||a-this.offset.click.left>i[2]?a:a-this.offset.click.left>=i[0]?a-o.grid[0]:a+o.grid[0]:a),"y"===o.axis&&(h=this.originalPageX),"x"===o.axis&&(l=this.originalPageY)),{top:l-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:r?0:this.offset.scroll.top),left:h-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:r?0:this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_normalizeRightBottom:function(){"y"!==this.options.axis&&"auto"!==this.helper.css("right")&&(this.helper.width(this.helper.width()),this.helper.css("right","auto")),"x"!==this.options.axis&&"auto"!==this.helper.css("bottom")&&(this.helper.height(this.helper.height()),this.helper.css("bottom","auto"))},_trigger:function(t,i,s){return s=s||this._uiHash(),e.ui.plugin.call(this,t,[i,s,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),s.offset=this.positionAbs),e.Widget.prototype._trigger.call(this,t,i,s)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),e.ui.plugin.add("draggable","connectToSortable",{start:function(t,i,s){var n=e.extend({},i,{item:s.element});s.sortables=[],e(s.options.connectToSortable).each(function(){var i=e(this).sortable("instance");i&&!i.options.disabled&&(s.sortables.push(i),i.refreshPositions(),i._trigger("activate",t,n))})},stop:function(t,i,s){var n=e.extend({},i,{item:s.element});s.cancelHelperRemoval=!1,e.each(s.sortables,function(){var e=this;e.isOver?(e.isOver=0,s.cancelHelperRemoval=!0,e.cancelHelperRemoval=!1,e._storedCSS={position:e.placeholder.css("position"),top:e.placeholder.css("top"),left:e.placeholder.css("left")},e._mouseStop(t),e.options.helper=e.options._helper):(e.cancelHelperRemoval=!0,e._trigger("deactivate",t,n))})},drag:function(t,i,s){e.each(s.sortables,function(){var n=!1,a=this;a.positionAbs=s.positionAbs,a.helperProportions=s.helperProportions,a.offset.click=s.offset.click,a._intersectsWith(a.containerCache)&&(n=!0,e.each(s.sortables,function(){return this.positionAbs=s.positionAbs,this.helperProportions=s.helperProportions,this.offset.click=s.offset.click,this!==a&&this._intersectsWith(this.containerCache)&&e.contains(a.element[0],this.element[0])&&(n=!1),n -})),n?(a.isOver||(a.isOver=1,s._parent=i.helper.parent(),a.currentItem=i.helper.appendTo(a.element).data("ui-sortable-item",!0),a.options._helper=a.options.helper,a.options.helper=function(){return i.helper[0]},t.target=a.currentItem[0],a._mouseCapture(t,!0),a._mouseStart(t,!0,!0),a.offset.click.top=s.offset.click.top,a.offset.click.left=s.offset.click.left,a.offset.parent.left-=s.offset.parent.left-a.offset.parent.left,a.offset.parent.top-=s.offset.parent.top-a.offset.parent.top,s._trigger("toSortable",t),s.dropped=a.element,e.each(s.sortables,function(){this.refreshPositions()}),s.currentItem=s.element,a.fromOutside=s),a.currentItem&&(a._mouseDrag(t),i.position=a.position)):a.isOver&&(a.isOver=0,a.cancelHelperRemoval=!0,a.options._revert=a.options.revert,a.options.revert=!1,a._trigger("out",t,a._uiHash(a)),a._mouseStop(t,!0),a.options.revert=a.options._revert,a.options.helper=a.options._helper,a.placeholder&&a.placeholder.remove(),i.helper.appendTo(s._parent),s._refreshOffsets(t),i.position=s._generatePosition(t,!0),s._trigger("fromSortable",t),s.dropped=!1,e.each(s.sortables,function(){this.refreshPositions()}))})}}),e.ui.plugin.add("draggable","cursor",{start:function(t,i,s){var n=e("body"),a=s.options;n.css("cursor")&&(a._cursor=n.css("cursor")),n.css("cursor",a.cursor)},stop:function(t,i,s){var n=s.options;n._cursor&&e("body").css("cursor",n._cursor)}}),e.ui.plugin.add("draggable","opacity",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("opacity")&&(a._opacity=n.css("opacity")),n.css("opacity",a.opacity)},stop:function(t,i,s){var n=s.options;n._opacity&&e(i.helper).css("opacity",n._opacity)}}),e.ui.plugin.add("draggable","scroll",{start:function(e,t,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,i,s){var n=s.options,a=!1,o=s.scrollParentNotHidden[0],r=s.document[0];o!==r&&"HTML"!==o.tagName?(n.axis&&"x"===n.axis||(s.overflowOffset.top+o.offsetHeight-t.pageY<n.scrollSensitivity?o.scrollTop=a=o.scrollTop+n.scrollSpeed:t.pageY-s.overflowOffset.top<n.scrollSensitivity&&(o.scrollTop=a=o.scrollTop-n.scrollSpeed)),n.axis&&"y"===n.axis||(s.overflowOffset.left+o.offsetWidth-t.pageX<n.scrollSensitivity?o.scrollLeft=a=o.scrollLeft+n.scrollSpeed:t.pageX-s.overflowOffset.left<n.scrollSensitivity&&(o.scrollLeft=a=o.scrollLeft-n.scrollSpeed))):(n.axis&&"x"===n.axis||(t.pageY-e(r).scrollTop()<n.scrollSensitivity?a=e(r).scrollTop(e(r).scrollTop()-n.scrollSpeed):e(window).height()-(t.pageY-e(r).scrollTop())<n.scrollSensitivity&&(a=e(r).scrollTop(e(r).scrollTop()+n.scrollSpeed))),n.axis&&"y"===n.axis||(t.pageX-e(r).scrollLeft()<n.scrollSensitivity?a=e(r).scrollLeft(e(r).scrollLeft()-n.scrollSpeed):e(window).width()-(t.pageX-e(r).scrollLeft())<n.scrollSensitivity&&(a=e(r).scrollLeft(e(r).scrollLeft()+n.scrollSpeed)))),a!==!1&&e.ui.ddmanager&&!n.dropBehaviour&&e.ui.ddmanager.prepareOffsets(s,t)}}),e.ui.plugin.add("draggable","snap",{start:function(t,i,s){var n=s.options;s.snapElements=[],e(n.snap.constructor!==String?n.snap.items||":data(ui-draggable)":n.snap).each(function(){var t=e(this),i=t.offset();this!==s.element[0]&&s.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:i.top,left:i.left})})},drag:function(t,i,s){var n,a,o,r,h,l,u,d,c,p,f=s.options,m=f.snapTolerance,g=i.offset.left,v=g+s.helperProportions.width,y=i.offset.top,b=y+s.helperProportions.height;for(c=s.snapElements.length-1;c>=0;c--)h=s.snapElements[c].left-s.margins.left,l=h+s.snapElements[c].width,u=s.snapElements[c].top-s.margins.top,d=u+s.snapElements[c].height,h-m>v||g>l+m||u-m>b||y>d+m||!e.contains(s.snapElements[c].item.ownerDocument,s.snapElements[c].item)?(s.snapElements[c].snapping&&s.options.snap.release&&s.options.snap.release.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=!1):("inner"!==f.snapMode&&(n=m>=Math.abs(u-b),a=m>=Math.abs(d-y),o=m>=Math.abs(h-v),r=m>=Math.abs(l-g),n&&(i.position.top=s._convertPositionTo("relative",{top:u-s.helperProportions.height,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h-s.helperProportions.width}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l}).left)),p=n||a||o||r,"outer"!==f.snapMode&&(n=m>=Math.abs(u-y),a=m>=Math.abs(d-b),o=m>=Math.abs(h-g),r=m>=Math.abs(l-v),n&&(i.position.top=s._convertPositionTo("relative",{top:u,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d-s.helperProportions.height,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l-s.helperProportions.width}).left)),!s.snapElements[c].snapping&&(n||a||o||r||p)&&s.options.snap.snap&&s.options.snap.snap.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=n||a||o||r||p)}}),e.ui.plugin.add("draggable","stack",{start:function(t,i,s){var n,a=s.options,o=e.makeArray(e(a.stack)).sort(function(t,i){return(parseInt(e(t).css("zIndex"),10)||0)-(parseInt(e(i).css("zIndex"),10)||0)});o.length&&(n=parseInt(e(o[0]).css("zIndex"),10)||0,e(o).each(function(t){e(this).css("zIndex",n+t)}),this.css("zIndex",n+o.length))}}),e.ui.plugin.add("draggable","zIndex",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("zIndex")&&(a._zIndex=n.css("zIndex")),n.css("zIndex",a.zIndex)},stop:function(t,i,s){var n=s.options;n._zIndex&&e(i.helper).css("zIndex",n._zIndex)}}),e.ui.draggable,e.widget("ui.droppable",{version:"1.11.4",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,i=this.options,s=i.accept;this.isover=!1,this.isout=!0,this.accept=e.isFunction(s)?s:function(e){return e.is(s)},this.proportions=function(){return arguments.length?(t=arguments[0],void 0):t?t:t={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight}},this._addToManager(i.scope),i.addClasses&&this.element.addClass("ui-droppable")},_addToManager:function(t){e.ui.ddmanager.droppables[t]=e.ui.ddmanager.droppables[t]||[],e.ui.ddmanager.droppables[t].push(this)},_splice:function(e){for(var t=0;e.length>t;t++)e[t]===this&&e.splice(t,1)},_destroy:function(){var t=e.ui.ddmanager.droppables[this.options.scope];this._splice(t),this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(t,i){if("accept"===t)this.accept=e.isFunction(i)?i:function(e){return e.is(i)};else if("scope"===t){var s=e.ui.ddmanager.droppables[this.options.scope];this._splice(s),this._addToManager(i)}this._super(t,i)},_activate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.addClass(this.options.activeClass),i&&this._trigger("activate",t,this.ui(i))},_deactivate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.removeClass(this.options.activeClass),i&&this._trigger("deactivate",t,this.ui(i))},_over:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.addClass(this.options.hoverClass),this._trigger("over",t,this.ui(i)))},_out:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("out",t,this.ui(i)))},_drop:function(t,i){var s=i||e.ui.ddmanager.current,n=!1;return s&&(s.currentItem||s.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var i=e(this).droppable("instance");return i.options.greedy&&!i.options.disabled&&i.options.scope===s.options.scope&&i.accept.call(i.element[0],s.currentItem||s.element)&&e.ui.intersect(s,e.extend(i,{offset:i.element.offset()}),i.options.tolerance,t)?(n=!0,!1):void 0}),n?!1:this.accept.call(this.element[0],s.currentItem||s.element)?(this.options.activeClass&&this.element.removeClass(this.options.activeClass),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("drop",t,this.ui(s)),this.element):!1):!1},ui:function(e){return{draggable:e.currentItem||e.element,helper:e.helper,position:e.position,offset:e.positionAbs}}}),e.ui.intersect=function(){function e(e,t,i){return e>=t&&t+i>e}return function(t,i,s,n){if(!i.offset)return!1;var a=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,r=a+t.helperProportions.width,h=o+t.helperProportions.height,l=i.offset.left,u=i.offset.top,d=l+i.proportions().width,c=u+i.proportions().height;switch(s){case"fit":return a>=l&&d>=r&&o>=u&&c>=h;case"intersect":return a+t.helperProportions.width/2>l&&d>r-t.helperProportions.width/2&&o+t.helperProportions.height/2>u&&c>h-t.helperProportions.height/2;case"pointer":return e(n.pageY,u,i.proportions().height)&&e(n.pageX,l,i.proportions().width);case"touch":return(o>=u&&c>=o||h>=u&&c>=h||u>o&&h>c)&&(a>=l&&d>=a||r>=l&&d>=r||l>a&&r>d);default:return!1}}}(),e.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(t,i){var s,n,a=e.ui.ddmanager.droppables[t.options.scope]||[],o=i?i.type:null,r=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();e:for(s=0;a.length>s;s++)if(!(a[s].options.disabled||t&&!a[s].accept.call(a[s].element[0],t.currentItem||t.element))){for(n=0;r.length>n;n++)if(r[n]===a[s].element[0]){a[s].proportions().height=0;continue e}a[s].visible="none"!==a[s].element.css("display"),a[s].visible&&("mousedown"===o&&a[s]._activate.call(a[s],i),a[s].offset=a[s].element.offset(),a[s].proportions({width:a[s].element[0].offsetWidth,height:a[s].element[0].offsetHeight}))}},drop:function(t,i){var s=!1;return e.each((e.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&e.ui.intersect(t,this,this.options.tolerance,i)&&(s=this._drop.call(this,i)||s),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),s},dragStart:function(t,i){t.element.parentsUntil("body").bind("scroll.droppable",function(){t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)})},drag:function(t,i){t.options.refreshPositions&&e.ui.ddmanager.prepareOffsets(t,i),e.each(e.ui.ddmanager.droppables[t.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var s,n,a,o=e.ui.intersect(t,this,this.options.tolerance,i),r=!o&&this.isover?"isout":o&&!this.isover?"isover":null;r&&(this.options.greedy&&(n=this.options.scope,a=this.element.parents(":data(ui-droppable)").filter(function(){return e(this).droppable("instance").options.scope===n}),a.length&&(s=e(a[0]).droppable("instance"),s.greedyChild="isover"===r)),s&&"isover"===r&&(s.isover=!1,s.isout=!0,s._out.call(s,i)),this[r]=!0,this["isout"===r?"isover":"isout"]=!1,this["isover"===r?"_over":"_out"].call(this,i),s&&"isout"===r&&(s.isout=!1,s.isover=!0,s._over.call(s,i)))}})},dragStop:function(t,i){t.element.parentsUntil("body").unbind("scroll.droppable"),t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)}},e.ui.droppable,e.widget("ui.resizable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_num:function(e){return parseInt(e,10)||0},_isNumber:function(e){return!isNaN(parseInt(e,10))},_hasScroll:function(t,i){if("hidden"===e(t).css("overflow"))return!1;var s=i&&"left"===i?"scrollLeft":"scrollTop",n=!1;return t[s]>0?!0:(t[s]=1,n=t[s]>0,t[s]=0,n)},_create:function(){var t,i,s,n,a,o=this,r=this.options;if(this.element.addClass("ui-resizable"),e.extend(this,{_aspectRatio:!!r.aspectRatio,aspectRatio:r.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:r.helper||r.ghost||r.animate?r.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(e("<div class='ui-wrapper' style='overflow: hidden;'></div>").css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=r.handles||(e(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=e(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),t=this.handles.split(","),this.handles={},i=0;t.length>i;i++)s=e.trim(t[i]),a="ui-resizable-"+s,n=e("<div class='ui-resizable-handle "+a+"'></div>"),n.css({zIndex:r.zIndex}),"se"===s&&n.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[s]=".ui-resizable-"+s,this.element.append(n);this._renderAxis=function(t){var i,s,n,a;t=t||this.element;for(i in this.handles)this.handles[i].constructor===String?this.handles[i]=this.element.children(this.handles[i]).first().show():(this.handles[i].jquery||this.handles[i].nodeType)&&(this.handles[i]=e(this.handles[i]),this._on(this.handles[i],{mousedown:o._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(s=e(this.handles[i],this.element),a=/sw|ne|nw|se|n|s/.test(i)?s.outerHeight():s.outerWidth(),n=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),t.css(n,a),this._proportionallyResize()),this._handles=this._handles.add(this.handles[i])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=n&&n[1]?n[1]:"se")}),r.autoHide&&(this._handles.hide(),e(this.element).addClass("ui-resizable-autohide").mouseenter(function(){r.disabled||(e(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){r.disabled||o.resizing||(e(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var t,i=function(t){e(t).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&&(i(this.element),t=this.element,this.originalElement.css({position:t.css("position"),width:t.outerWidth(),height:t.outerHeight(),top:t.css("top"),left:t.css("left")}).insertAfter(t),t.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(t){var i,s,n=!1;for(i in this.handles)s=e(this.handles[i])[0],(s===t.target||e.contains(s,t.target))&&(n=!0);return!this.options.disabled&&n},_mouseStart:function(t){var i,s,n,a=this.options,o=this.element;return this.resizing=!0,this._renderProxy(),i=this._num(this.helper.css("left")),s=this._num(this.helper.css("top")),a.containment&&(i+=e(a.containment).scrollLeft()||0,s+=e(a.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:i,top:s},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:o.width(),height:o.height()},this.originalSize=this._helper?{width:o.outerWidth(),height:o.outerHeight()}:{width:o.width(),height:o.height()},this.sizeDiff={width:o.outerWidth()-o.width(),height:o.outerHeight()-o.height()},this.originalPosition={left:i,top:s},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof a.aspectRatio?a.aspectRatio:this.originalSize.width/this.originalSize.height||1,n=e(".ui-resizable-"+this.axis).css("cursor"),e("body").css("cursor","auto"===n?this.axis+"-resize":n),o.addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var i,s,n=this.originalMousePosition,a=this.axis,o=t.pageX-n.left||0,r=t.pageY-n.top||0,h=this._change[a];return this._updatePrevProperties(),h?(i=h.apply(this,[t,o,r]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(i=this._updateRatio(i,t)),i=this._respectSize(i,t),this._updateCache(i),this._propagate("resize",t),s=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),e.isEmptyObject(s)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges()),!1):!1},_mouseStop:function(t){this.resizing=!1;var i,s,n,a,o,r,h,l=this.options,u=this;return this._helper&&(i=this._proportionallyResizeElements,s=i.length&&/textarea/i.test(i[0].nodeName),n=s&&this._hasScroll(i[0],"left")?0:u.sizeDiff.height,a=s?0:u.sizeDiff.width,o={width:u.helper.width()-a,height:u.helper.height()-n},r=parseInt(u.element.css("left"),10)+(u.position.left-u.originalPosition.left)||null,h=parseInt(u.element.css("top"),10)+(u.position.top-u.originalPosition.top)||null,l.animate||this.element.css(e.extend(o,{top:h,left:r})),u.helper.height(u.size.height),u.helper.width(u.size.width),this._helper&&!l.animate&&this._proportionallyResize()),e("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var e={};return this.position.top!==this.prevPosition.top&&(e.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(e.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(e.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(e.height=this.size.height+"px"),this.helper.css(e),e},_updateVirtualBoundaries:function(e){var t,i,s,n,a,o=this.options;a={minWidth:this._isNumber(o.minWidth)?o.minWidth:0,maxWidth:this._isNumber(o.maxWidth)?o.maxWidth:1/0,minHeight:this._isNumber(o.minHeight)?o.minHeight:0,maxHeight:this._isNumber(o.maxHeight)?o.maxHeight:1/0},(this._aspectRatio||e)&&(t=a.minHeight*this.aspectRatio,s=a.minWidth/this.aspectRatio,i=a.maxHeight*this.aspectRatio,n=a.maxWidth/this.aspectRatio,t>a.minWidth&&(a.minWidth=t),s>a.minHeight&&(a.minHeight=s),a.maxWidth>i&&(a.maxWidth=i),a.maxHeight>n&&(a.maxHeight=n)),this._vBoundaries=a},_updateCache:function(e){this.offset=this.helper.offset(),this._isNumber(e.left)&&(this.position.left=e.left),this._isNumber(e.top)&&(this.position.top=e.top),this._isNumber(e.height)&&(this.size.height=e.height),this._isNumber(e.width)&&(this.size.width=e.width)},_updateRatio:function(e){var t=this.position,i=this.size,s=this.axis;return this._isNumber(e.height)?e.width=e.height*this.aspectRatio:this._isNumber(e.width)&&(e.height=e.width/this.aspectRatio),"sw"===s&&(e.left=t.left+(i.width-e.width),e.top=null),"nw"===s&&(e.top=t.top+(i.height-e.height),e.left=t.left+(i.width-e.width)),e},_respectSize:function(e){var t=this._vBoundaries,i=this.axis,s=this._isNumber(e.width)&&t.maxWidth&&t.maxWidth<e.width,n=this._isNumber(e.height)&&t.maxHeight&&t.maxHeight<e.height,a=this._isNumber(e.width)&&t.minWidth&&t.minWidth>e.width,o=this._isNumber(e.height)&&t.minHeight&&t.minHeight>e.height,r=this.originalPosition.left+this.originalSize.width,h=this.position.top+this.size.height,l=/sw|nw|w/.test(i),u=/nw|ne|n/.test(i);return a&&(e.width=t.minWidth),o&&(e.height=t.minHeight),s&&(e.width=t.maxWidth),n&&(e.height=t.maxHeight),a&&l&&(e.left=r-t.minWidth),s&&l&&(e.left=r-t.maxWidth),o&&u&&(e.top=h-t.minHeight),n&&u&&(e.top=h-t.maxHeight),e.width||e.height||e.left||!e.top?e.width||e.height||e.top||!e.left||(e.left=null):e.top=null,e},_getPaddingPlusBorderDimensions:function(e){for(var t=0,i=[],s=[e.css("borderTopWidth"),e.css("borderRightWidth"),e.css("borderBottomWidth"),e.css("borderLeftWidth")],n=[e.css("paddingTop"),e.css("paddingRight"),e.css("paddingBottom"),e.css("paddingLeft")];4>t;t++)i[t]=parseInt(s[t],10)||0,i[t]+=parseInt(n[t],10)||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var e,t=0,i=this.helper||this.element;this._proportionallyResizeElements.length>t;t++)e=this._proportionallyResizeElements[t],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(e)),e.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,i=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||e("<div style='overflow:hidden;'></div>"),this.helper.addClass(this._helper).css({width:this.element.outerWidth()-1,height:this.element.outerHeight()-1,position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++i.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(e,t){return{width:this.originalSize.width+t}},w:function(e,t){var i=this.originalSize,s=this.originalPosition;return{left:s.left+t,width:i.width-t}},n:function(e,t,i){var s=this.originalSize,n=this.originalPosition;return{top:n.top+i,height:s.height-i}},s:function(e,t,i){return{height:this.originalSize.height+i}},se:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},sw:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,i,s]))},ne:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},nw:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,i,s]))}},_propagate:function(t,i){e.ui.plugin.call(this,t,[i,this.ui()]),"resize"!==t&&this._trigger(t,i,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),e.ui.plugin.add("resizable","animate",{stop:function(t){var i=e(this).resizable("instance"),s=i.options,n=i._proportionallyResizeElements,a=n.length&&/textarea/i.test(n[0].nodeName),o=a&&i._hasScroll(n[0],"left")?0:i.sizeDiff.height,r=a?0:i.sizeDiff.width,h={width:i.size.width-r,height:i.size.height-o},l=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,u=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(e.extend(h,u&&l?{top:u,left:l}:{}),{duration:s.animateDuration,easing:s.animateEasing,step:function(){var s={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};n&&n.length&&e(n[0]).css({width:s.width,height:s.height}),i._updateCache(s),i._propagate("resize",t)}})}}),e.ui.plugin.add("resizable","containment",{start:function(){var t,i,s,n,a,o,r,h=e(this).resizable("instance"),l=h.options,u=h.element,d=l.containment,c=d instanceof e?d.get(0):/parent/.test(d)?u.parent().get(0):d;c&&(h.containerElement=e(c),/document/.test(d)||d===document?(h.containerOffset={left:0,top:0},h.containerPosition={left:0,top:0},h.parentData={element:e(document),left:0,top:0,width:e(document).width(),height:e(document).height()||document.body.parentNode.scrollHeight}):(t=e(c),i=[],e(["Top","Right","Left","Bottom"]).each(function(e,s){i[e]=h._num(t.css("padding"+s))}),h.containerOffset=t.offset(),h.containerPosition=t.position(),h.containerSize={height:t.innerHeight()-i[3],width:t.innerWidth()-i[1]},s=h.containerOffset,n=h.containerSize.height,a=h.containerSize.width,o=h._hasScroll(c,"left")?c.scrollWidth:a,r=h._hasScroll(c)?c.scrollHeight:n,h.parentData={element:c,left:s.left,top:s.top,width:o,height:r}))},resize:function(t){var i,s,n,a,o=e(this).resizable("instance"),r=o.options,h=o.containerOffset,l=o.position,u=o._aspectRatio||t.shiftKey,d={top:0,left:0},c=o.containerElement,p=!0;c[0]!==document&&/static/.test(c.css("position"))&&(d=h),l.left<(o._helper?h.left:0)&&(o.size.width=o.size.width+(o._helper?o.position.left-h.left:o.position.left-d.left),u&&(o.size.height=o.size.width/o.aspectRatio,p=!1),o.position.left=r.helper?h.left:0),l.top<(o._helper?h.top:0)&&(o.size.height=o.size.height+(o._helper?o.position.top-h.top:o.position.top),u&&(o.size.width=o.size.height*o.aspectRatio,p=!1),o.position.top=o._helper?h.top:0),n=o.containerElement.get(0)===o.element.parent().get(0),a=/relative|absolute/.test(o.containerElement.css("position")),n&&a?(o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top):(o.offset.left=o.element.offset().left,o.offset.top=o.element.offset().top),i=Math.abs(o.sizeDiff.width+(o._helper?o.offset.left-d.left:o.offset.left-h.left)),s=Math.abs(o.sizeDiff.height+(o._helper?o.offset.top-d.top:o.offset.top-h.top)),i+o.size.width>=o.parentData.width&&(o.size.width=o.parentData.width-i,u&&(o.size.height=o.size.width/o.aspectRatio,p=!1)),s+o.size.height>=o.parentData.height&&(o.size.height=o.parentData.height-s,u&&(o.size.width=o.size.height*o.aspectRatio,p=!1)),p||(o.position.left=o.prevPosition.left,o.position.top=o.prevPosition.top,o.size.width=o.prevSize.width,o.size.height=o.prevSize.height)},stop:function(){var t=e(this).resizable("instance"),i=t.options,s=t.containerOffset,n=t.containerPosition,a=t.containerElement,o=e(t.helper),r=o.offset(),h=o.outerWidth()-t.sizeDiff.width,l=o.outerHeight()-t.sizeDiff.height;t._helper&&!i.animate&&/relative/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l}),t._helper&&!i.animate&&/static/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l})}}),e.ui.plugin.add("resizable","alsoResize",{start:function(){var t=e(this).resizable("instance"),i=t.options;e(i.alsoResize).each(function(){var t=e(this);t.data("ui-resizable-alsoresize",{width:parseInt(t.width(),10),height:parseInt(t.height(),10),left:parseInt(t.css("left"),10),top:parseInt(t.css("top"),10)})})},resize:function(t,i){var s=e(this).resizable("instance"),n=s.options,a=s.originalSize,o=s.originalPosition,r={height:s.size.height-a.height||0,width:s.size.width-a.width||0,top:s.position.top-o.top||0,left:s.position.left-o.left||0};e(n.alsoResize).each(function(){var t=e(this),s=e(this).data("ui-resizable-alsoresize"),n={},a=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];e.each(a,function(e,t){var i=(s[t]||0)+(r[t]||0);i&&i>=0&&(n[t]=i||null)}),t.css(n)})},stop:function(){e(this).removeData("resizable-alsoresize")}}),e.ui.plugin.add("resizable","ghost",{start:function(){var t=e(this).resizable("instance"),i=t.options,s=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:s.height,width:s.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),t.ghost.appendTo(t.helper)},resize:function(){var t=e(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=e(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),e.ui.plugin.add("resizable","grid",{resize:function(){var t,i=e(this).resizable("instance"),s=i.options,n=i.size,a=i.originalSize,o=i.originalPosition,r=i.axis,h="number"==typeof s.grid?[s.grid,s.grid]:s.grid,l=h[0]||1,u=h[1]||1,d=Math.round((n.width-a.width)/l)*l,c=Math.round((n.height-a.height)/u)*u,p=a.width+d,f=a.height+c,m=s.maxWidth&&p>s.maxWidth,g=s.maxHeight&&f>s.maxHeight,v=s.minWidth&&s.minWidth>p,y=s.minHeight&&s.minHeight>f;s.grid=h,v&&(p+=l),y&&(f+=u),m&&(p-=l),g&&(f-=u),/^(se|s|e)$/.test(r)?(i.size.width=p,i.size.height=f):/^(ne)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.top=o.top-c):/^(sw)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.left=o.left-d):((0>=f-u||0>=p-l)&&(t=i._getPaddingPlusBorderDimensions(this)),f-u>0?(i.size.height=f,i.position.top=o.top-c):(f=u-t.height,i.size.height=f,i.position.top=o.top+a.height-f),p-l>0?(i.size.width=p,i.position.left=o.left-d):(p=l-t.width,i.size.width=p,i.position.left=o.left+a.width-p))}}),e.ui.resizable,e.widget("ui.selectable",e.ui.mouse,{version:"1.11.4",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var t,i=this;this.element.addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){t=e(i.options.filter,i.element[0]),t.addClass("ui-selectee"),t.each(function(){var t=e(this),i=t.offset();e.data(this,"selectable-item",{element:this,$element:t,left:i.left,top:i.top,right:i.left+t.outerWidth(),bottom:i.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=t.addClass("ui-selectee"),this._mouseInit(),this.helper=e("<div class='ui-selectable-helper'></div>")},_destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled"),this._mouseDestroy()},_mouseStart:function(t){var i=this,s=this.options;this.opos=[t.pageX,t.pageY],this.options.disabled||(this.selectees=e(s.filter,this.element[0]),this._trigger("start",t),e(s.appendTo).append(this.helper),this.helper.css({left:t.pageX,top:t.pageY,width:0,height:0}),s.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var s=e.data(this,"selectable-item");s.startselected=!0,t.metaKey||t.ctrlKey||(s.$element.removeClass("ui-selected"),s.selected=!1,s.$element.addClass("ui-unselecting"),s.unselecting=!0,i._trigger("unselecting",t,{unselecting:s.element}))}),e(t.target).parents().addBack().each(function(){var s,n=e.data(this,"selectable-item");return n?(s=!t.metaKey&&!t.ctrlKey||!n.$element.hasClass("ui-selected"),n.$element.removeClass(s?"ui-unselecting":"ui-selected").addClass(s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",t,{selecting:n.element}):i._trigger("unselecting",t,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(t){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,a=this.opos[0],o=this.opos[1],r=t.pageX,h=t.pageY;return a>r&&(i=r,r=a,a=i),o>h&&(i=h,h=o,o=i),this.helper.css({left:a,top:o,width:r-a,height:h-o}),this.selectees.each(function(){var i=e.data(this,"selectable-item"),l=!1; -i&&i.element!==s.element[0]&&("touch"===n.tolerance?l=!(i.left>r||a>i.right||i.top>h||o>i.bottom):"fit"===n.tolerance&&(l=i.left>a&&r>i.right&&i.top>o&&h>i.bottom),l?(i.selected&&(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&&(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,s._trigger("selecting",t,{selecting:i.element}))):(i.selecting&&((t.metaKey||t.ctrlKey)&&i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&&(i.$element.addClass("ui-unselecting"),i.unselecting=!0),s._trigger("unselecting",t,{unselecting:i.element}))),i.selected&&(t.metaKey||t.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,s._trigger("unselecting",t,{unselecting:i.element})))))}),!1}},_mouseStop:function(t){var i=this;return this.dragged=!1,e(".ui-unselecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-unselecting"),s.unselecting=!1,s.startselected=!1,i._trigger("unselected",t,{unselected:s.element})}),e(".ui-selecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-selecting").addClass("ui-selected"),s.selecting=!1,s.selected=!0,s.startselected=!0,i._trigger("selected",t,{selected:s.element})}),this._trigger("stop",t),this.helper.remove(),!1}}),e.widget("ui.sortable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(e,t,i){return e>=t&&t+i>e},_isFloating:function(e){return/left|right/.test(e.css("float"))||/inline|table-cell/.test(e.css("display"))},_create:function(){this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(e,t){this._super(e,t),"handle"===e&&this._setHandleClassName()},_setHandleClassName:function(){this.element.find(".ui-sortable-handle").removeClass("ui-sortable-handle"),e.each(this.items,function(){(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item).addClass("ui-sortable-handle")})},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled").find(".ui-sortable-handle").removeClass("ui-sortable-handle"),this._mouseDestroy();for(var e=this.items.length-1;e>=0;e--)this.items[e].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,i){var s=null,n=!1,a=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(t),e(t.target).parents().each(function(){return e.data(this,a.widgetName+"-item")===a?(s=e(this),!1):void 0}),e.data(t.target,a.widgetName+"-item")===a&&(s=e(t.target)),s?!this.options.handle||i||(e(this.options.handle,s).find("*").addBack().each(function(){this===t.target&&(n=!0)}),n)?(this.currentItem=s,this._removeCurrentsFromItems(),!0):!1:!1)},_mouseStart:function(t,i,s){var n,a,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},e.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(a=this.document.find("body"),this.storedCursor=a.css("cursor"),a.css("cursor",o.cursor),this.storedStylesheet=e("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(a)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!s)for(n=this.containers.length-1;n>=0;n--)this.containers[n]._trigger("activate",t,this._uiHash(this));return e.ui.ddmanager&&(e.ui.ddmanager.current=this),e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(t),!0},_mouseDrag:function(t){var i,s,n,a,o=this.options,r=!1;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&&(this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<o.scrollSensitivity?this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop+o.scrollSpeed:t.pageY-this.overflowOffset.top<o.scrollSensitivity&&(this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<o.scrollSensitivity?this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft+o.scrollSpeed:t.pageX-this.overflowOffset.left<o.scrollSensitivity&&(this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(t.pageY-this.document.scrollTop()<o.scrollSensitivity?r=this.document.scrollTop(this.document.scrollTop()-o.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<o.scrollSensitivity&&(r=this.document.scrollTop(this.document.scrollTop()+o.scrollSpeed)),t.pageX-this.document.scrollLeft()<o.scrollSensitivity?r=this.document.scrollLeft(this.document.scrollLeft()-o.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<o.scrollSensitivity&&(r=this.document.scrollLeft(this.document.scrollLeft()+o.scrollSpeed))),r!==!1&&e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i>=0;i--)if(s=this.items[i],n=s.item[0],a=this._intersectsWithPointer(s),a&&s.instance===this.currentContainer&&n!==this.currentItem[0]&&this.placeholder[1===a?"next":"prev"]()[0]!==n&&!e.contains(this.placeholder[0],n)&&("semi-dynamic"===this.options.type?!e.contains(this.element[0],n):!0)){if(this.direction=1===a?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(s))break;this._rearrange(t,s),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,i){if(t){if(e.ui.ddmanager&&!this.options.dropBehaviour&&e.ui.ddmanager.drop(this,t),this.options.revert){var s=this,n=this.placeholder.offset(),a=this.options.axis,o={};a&&"x"!==a||(o.left=n.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),a&&"y"!==a||(o.top=n.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,e(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){s._clear(t)})}else this._clear(t,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var t=this.containers.length-1;t>=0;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),e.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?e(this.domPosition.prev).after(this.currentItem):e(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},e(i).each(function(){var i=(e(t.item||this).attr(t.attribute||"id")||"").match(t.expression||/(.+)[\-=_](.+)/);i&&s.push((t.key||i[1]+"[]")+"="+(t.key&&t.expression?i[1]:i[2]))}),!s.length&&t.key&&s.push(t.key+"="),s.join("&")},toArray:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},i.each(function(){s.push(e(t.item||this).attr(t.attribute||"id")||"")}),s},_intersectsWith:function(e){var t=this.positionAbs.left,i=t+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,a=e.left,o=a+e.width,r=e.top,h=r+e.height,l=this.offset.click.top,u=this.offset.click.left,d="x"===this.options.axis||s+l>r&&h>s+l,c="y"===this.options.axis||t+u>a&&o>t+u,p=d&&c;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>e[this.floating?"width":"height"]?p:t+this.helperProportions.width/2>a&&o>i-this.helperProportions.width/2&&s+this.helperProportions.height/2>r&&h>n-this.helperProportions.height/2},_intersectsWithPointer:function(e){var t="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top,e.height),i="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left,e.width),s=t&&i,n=this._getDragVerticalDirection(),a=this._getDragHorizontalDirection();return s?this.floating?a&&"right"===a||"down"===n?2:1:n&&("down"===n?2:1):!1},_intersectsWithSides:function(e){var t=this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top+e.height/2,e.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left+e.width/2,e.width),s=this._getDragVerticalDirection(),n=this._getDragHorizontalDirection();return this.floating&&n?"right"===n&&i||"left"===n&&!i:s&&("down"===s&&t||"up"===s&&!t)},_getDragVerticalDirection:function(){var e=this.positionAbs.top-this.lastPositionAbs.top;return 0!==e&&(e>0?"down":"up")},_getDragHorizontalDirection:function(){var e=this.positionAbs.left-this.lastPositionAbs.left;return 0!==e&&(e>0?"right":"left")},refresh:function(e){return this._refreshItems(e),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var e=this.options;return e.connectWith.constructor===String?[e.connectWith]:e.connectWith},_getItemsAsjQuery:function(t){function i(){r.push(this)}var s,n,a,o,r=[],h=[],l=this._connectWith();if(l&&t)for(s=l.length-1;s>=0;s--)for(a=e(l[s],this.document[0]),n=a.length-1;n>=0;n--)o=e.data(a[n],this.widgetFullName),o&&o!==this&&!o.options.disabled&&h.push([e.isFunction(o.options.items)?o.options.items.call(o.element):e(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(h.push([e.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):e(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),s=h.length-1;s>=0;s--)h[s][0].each(i);return e(r)},_removeCurrentsFromItems:function(){var t=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=e.grep(this.items,function(e){for(var i=0;t.length>i;i++)if(t[i]===e.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var i,s,n,a,o,r,h,l,u=this.items,d=[[e.isFunction(this.options.items)?this.options.items.call(this.element[0],t,{item:this.currentItem}):e(this.options.items,this.element),this]],c=this._connectWith();if(c&&this.ready)for(i=c.length-1;i>=0;i--)for(n=e(c[i],this.document[0]),s=n.length-1;s>=0;s--)a=e.data(n[s],this.widgetFullName),a&&a!==this&&!a.options.disabled&&(d.push([e.isFunction(a.options.items)?a.options.items.call(a.element[0],t,{item:this.currentItem}):e(a.options.items,a.element),a]),this.containers.push(a));for(i=d.length-1;i>=0;i--)for(o=d[i][1],r=d[i][0],s=0,l=r.length;l>s;s++)h=e(r[s]),h.data(this.widgetName+"-item",o),u.push({item:h,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(t){this.floating=this.items.length?"x"===this.options.axis||this._isFloating(this.items[0].item):!1,this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());var i,s,n,a;for(i=this.items.length-1;i>=0;i--)s=this.items[i],s.instance!==this.currentContainer&&this.currentContainer&&s.item[0]!==this.currentItem[0]||(n=this.options.toleranceElement?e(this.options.toleranceElement,s.item):s.item,t||(s.width=n.outerWidth(),s.height=n.outerHeight()),a=n.offset(),s.left=a.left,s.top=a.top);if(this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i>=0;i--)a=this.containers[i].element.offset(),this.containers[i].containerCache.left=a.left,this.containers[i].containerCache.top=a.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(t){t=t||this;var i,s=t.options;s.placeholder&&s.placeholder.constructor!==String||(i=s.placeholder,s.placeholder={element:function(){var s=t.currentItem[0].nodeName.toLowerCase(),n=e("<"+s+">",t.document[0]).addClass(i||t.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tbody"===s?t._createTrPlaceholder(t.currentItem.find("tr").eq(0),e("<tr>",t.document[0]).appendTo(n)):"tr"===s?t._createTrPlaceholder(t.currentItem,n):"img"===s&&n.attr("src",t.currentItem.attr("src")),i||n.css("visibility","hidden"),n},update:function(e,n){(!i||s.forcePlaceholderSize)&&(n.height()||n.height(t.currentItem.innerHeight()-parseInt(t.currentItem.css("paddingTop")||0,10)-parseInt(t.currentItem.css("paddingBottom")||0,10)),n.width()||n.width(t.currentItem.innerWidth()-parseInt(t.currentItem.css("paddingLeft")||0,10)-parseInt(t.currentItem.css("paddingRight")||0,10)))}}),t.placeholder=e(s.placeholder.element.call(t.element,t.currentItem)),t.currentItem.after(t.placeholder),s.placeholder.update(t,t.placeholder)},_createTrPlaceholder:function(t,i){var s=this;t.children().each(function(){e("<td> </td>",s.document[0]).attr("colspan",e(this).attr("colspan")||1).appendTo(i)})},_contactContainers:function(t){var i,s,n,a,o,r,h,l,u,d,c=null,p=null;for(i=this.containers.length-1;i>=0;i--)if(!e.contains(this.currentItem[0],this.containers[i].element[0]))if(this._intersectsWith(this.containers[i].containerCache)){if(c&&e.contains(this.containers[i].element[0],c.element[0]))continue;c=this.containers[i],p=i}else this.containers[i].containerCache.over&&(this.containers[i]._trigger("out",t,this._uiHash(this)),this.containers[i].containerCache.over=0);if(c)if(1===this.containers.length)this.containers[p].containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1);else{for(n=1e4,a=null,u=c.floating||this._isFloating(this.currentItem),o=u?"left":"top",r=u?"width":"height",d=u?"clientX":"clientY",s=this.items.length-1;s>=0;s--)e.contains(this.containers[p].element[0],this.items[s].item[0])&&this.items[s].item[0]!==this.currentItem[0]&&(h=this.items[s].item.offset()[o],l=!1,t[d]-h>this.items[s][r]/2&&(l=!0),n>Math.abs(t[d]-h)&&(n=Math.abs(t[d]-h),a=this.items[s],this.direction=l?"up":"down"));if(!a&&!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[p])return this.currentContainer.containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1),void 0;a?this._rearrange(t,a,null,!0):this._rearrange(t,null,this.containers[p].element,!0),this._trigger("change",t,this._uiHash()),this.containers[p]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[p],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1}},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper)?e(i.helper.apply(this.element[0],[t,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return s.parents("body").length||e("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(s[0]),s[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!s[0].style.width||i.forceHelperSize)&&s.width(this.currentItem.width()),(!s[0].style.height||i.forceHelperSize)&&s.height(this.currentItem.height()),s},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&e.ui.ie)&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var e=this.currentItem.position();return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:e.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options;"parent"===n.containment&&(n.containment=this.helper[0].parentNode),("document"===n.containment||"window"===n.containment)&&(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===n.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===n.containment?this.document.width():this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(n.containment)||(t=e(n.containment)[0],i=e(n.containment).offset(),s="hidden"!==e(t).css("overflow"),this.containment=[i.left+(parseInt(e(t).css("borderLeftWidth"),10)||0)+(parseInt(e(t).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(e(t).css("borderTopWidth"),10)||0)+(parseInt(e(t).css("paddingTop"),10)||0)-this.margins.top,i.left+(s?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(e(t).css("borderLeftWidth"),10)||0)-(parseInt(e(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(s?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(e(t).css("borderTopWidth"),10)||0)-(parseInt(e(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,i){i||(i=this.position);var s="absolute"===t?1:-1,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,a=/(html|body)/i.test(n[0].tagName);return{top:i.top+this.offset.relative.top*s+this.offset.parent.top*s-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():a?0:n.scrollTop())*s,left:i.left+this.offset.relative.left*s+this.offset.parent.left*s-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():a?0:n.scrollLeft())*s}},_generatePosition:function(t){var i,s,n=this.options,a=t.pageX,o=t.pageY,r="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,h=/(html|body)/i.test(r[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(a=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(o=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(a=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(o=this.containment[3]+this.offset.click.top)),n.grid&&(i=this.originalPageY+Math.round((o-this.originalPageY)/n.grid[1])*n.grid[1],o=this.containment?i-this.offset.click.top>=this.containment[1]&&i-this.offset.click.top<=this.containment[3]?i:i-this.offset.click.top>=this.containment[1]?i-n.grid[1]:i+n.grid[1]:i,s=this.originalPageX+Math.round((a-this.originalPageX)/n.grid[0])*n.grid[0],a=this.containment?s-this.offset.click.left>=this.containment[0]&&s-this.offset.click.left<=this.containment[2]?s:s-this.offset.click.left>=this.containment[0]?s-n.grid[0]:s+n.grid[0]:s)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():h?0:r.scrollTop()),left:a-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():h?0:r.scrollLeft())}},_rearrange:function(e,t,i,s){i?i[0].appendChild(this.placeholder[0]):t.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?t.item[0]:t.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(e,t){function i(e,t,i){return function(s){i._trigger(e,s,t._uiHash(t))}}this.reverting=!1;var s,n=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(s in this._storedCSS)("auto"===this._storedCSS[s]||"static"===this._storedCSS[s])&&(this._storedCSS[s]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&&!t&&n.push(function(e){this._trigger("receive",e,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||t||n.push(function(e){this._trigger("update",e,this._uiHash())}),this!==this.currentContainer&&(t||(n.push(function(e){this._trigger("remove",e,this._uiHash())}),n.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),n.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),s=this.containers.length-1;s>=0;s--)t||n.push(i("deactivate",this,this.containers[s])),this.containers[s].containerCache.over&&(n.push(i("out",this,this.containers[s])),this.containers[s].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,t||this._trigger("beforeStop",e,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!t){for(s=0;n.length>s;s++)n[s].call(this,e);this._trigger("stop",e,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){e.Widget.prototype._trigger.apply(this,arguments)===!1&&this.cancel()},_uiHash:function(t){var i=t||this;return{helper:i.helper,placeholder:i.placeholder||e([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:t?t.element:null}}}),e.widget("ui.accordion",{version:"1.11.4",options:{active:0,animate:{},collapsible:!1,event:"click",header:"> li > :first-child,> :not(li):even",heightStyle:"auto",icons:{activeHeader:"ui-icon-triangle-1-s",header:"ui-icon-triangle-1-e"},activate:null,beforeActivate:null},hideProps:{borderTopWidth:"hide",borderBottomWidth:"hide",paddingTop:"hide",paddingBottom:"hide",height:"hide"},showProps:{borderTopWidth:"show",borderBottomWidth:"show",paddingTop:"show",paddingBottom:"show",height:"show"},_create:function(){var t=this.options;this.prevShow=this.prevHide=e(),this.element.addClass("ui-accordion ui-widget ui-helper-reset").attr("role","tablist"),t.collapsible||t.active!==!1&&null!=t.active||(t.active=0),this._processPanels(),0>t.active&&(t.active+=this.headers.length),this._refresh()},_getCreateEventData:function(){return{header:this.active,panel:this.active.length?this.active.next():e()}},_createIcons:function(){var t=this.options.icons;t&&(e("<span>").addClass("ui-accordion-header-icon ui-icon "+t.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(t.header).addClass(t.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var e;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-state-default ui-corner-all ui-state-active ui-state-disabled ui-corner-top").removeAttr("role").removeAttr("aria-expanded").removeAttr("aria-selected").removeAttr("aria-controls").removeAttr("tabIndex").removeUniqueId(),this._destroyIcons(),e=this.headers.next().removeClass("ui-helper-reset ui-widget-content ui-corner-bottom ui-accordion-content ui-accordion-content-active ui-state-disabled").css("display","").removeAttr("role").removeAttr("aria-hidden").removeAttr("aria-labelledby").removeUniqueId(),"content"!==this.options.heightStyle&&e.css("height","")},_setOption:function(e,t){return"active"===e?(this._activate(t),void 0):("event"===e&&(this.options.event&&this._off(this.headers,this.options.event),this._setupEvents(t)),this._super(e,t),"collapsible"!==e||t||this.options.active!==!1||this._activate(0),"icons"===e&&(this._destroyIcons(),t&&this._createIcons()),"disabled"===e&&(this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this.headers.add(this.headers.next()).toggleClass("ui-state-disabled",!!t)),void 0)},_keydown:function(t){if(!t.altKey&&!t.ctrlKey){var i=e.ui.keyCode,s=this.headers.length,n=this.headers.index(t.target),a=!1;switch(t.keyCode){case i.RIGHT:case i.DOWN:a=this.headers[(n+1)%s];break;case i.LEFT:case i.UP:a=this.headers[(n-1+s)%s];break;case i.SPACE:case i.ENTER:this._eventHandler(t);break;case i.HOME:a=this.headers[0];break;case i.END:a=this.headers[s-1]}a&&(e(t.target).attr("tabIndex",-1),e(a).attr("tabIndex",0),a.focus(),t.preventDefault())}},_panelKeyDown:function(t){t.keyCode===e.ui.keyCode.UP&&t.ctrlKey&&e(t.currentTarget).prev().focus()},refresh:function(){var t=this.options;this._processPanels(),t.active===!1&&t.collapsible===!0||!this.headers.length?(t.active=!1,this.active=e()):t.active===!1?this._activate(0):this.active.length&&!e.contains(this.element[0],this.active[0])?this.headers.length===this.headers.find(".ui-state-disabled").length?(t.active=!1,this.active=e()):this._activate(Math.max(0,t.active-1)):t.active=this.headers.index(this.active),this._destroyIcons(),this._refresh()},_processPanels:function(){var e=this.headers,t=this.panels;this.headers=this.element.find(this.options.header).addClass("ui-accordion-header ui-state-default ui-corner-all"),this.panels=this.headers.next().addClass("ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom").filter(":not(.ui-accordion-content-active)").hide(),t&&(this._off(e.not(this.headers)),this._off(t.not(this.panels)))},_refresh:function(){var t,i=this.options,s=i.heightStyle,n=this.element.parent();this.active=this._findActive(i.active).addClass("ui-accordion-header-active ui-state-active ui-corner-top").removeClass("ui-corner-all"),this.active.next().addClass("ui-accordion-content-active").show(),this.headers.attr("role","tab").each(function(){var t=e(this),i=t.uniqueId().attr("id"),s=t.next(),n=s.uniqueId().attr("id");t.attr("aria-controls",n),s.attr("aria-labelledby",i)}).next().attr("role","tabpanel"),this.headers.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}).next().attr({"aria-hidden":"true"}).hide(),this.active.length?this.active.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}).next().attr({"aria-hidden":"false"}):this.headers.eq(0).attr("tabIndex",0),this._createIcons(),this._setupEvents(i.event),"fill"===s?(t=n.height(),this.element.siblings(":visible").each(function(){var i=e(this),s=i.css("position");"absolute"!==s&&"fixed"!==s&&(t-=i.outerHeight(!0))}),this.headers.each(function(){t-=e(this).outerHeight(!0)}),this.headers.next().each(function(){e(this).height(Math.max(0,t-e(this).innerHeight()+e(this).height()))}).css("overflow","auto")):"auto"===s&&(t=0,this.headers.next().each(function(){t=Math.max(t,e(this).css("height","").height())}).height(t))},_activate:function(t){var i=this._findActive(t)[0];i!==this.active[0]&&(i=i||this.active[0],this._eventHandler({target:i,currentTarget:i,preventDefault:e.noop}))},_findActive:function(t){return"number"==typeof t?this.headers.eq(t):e()},_setupEvents:function(t){var i={keydown:"_keydown"};t&&e.each(t.split(" "),function(e,t){i[t]="_eventHandler"}),this._off(this.headers.add(this.headers.next())),this._on(this.headers,i),this._on(this.headers.next(),{keydown:"_panelKeyDown"}),this._hoverable(this.headers),this._focusable(this.headers)},_eventHandler:function(t){var i=this.options,s=this.active,n=e(t.currentTarget),a=n[0]===s[0],o=a&&i.collapsible,r=o?e():n.next(),h=s.next(),l={oldHeader:s,oldPanel:h,newHeader:o?e():n,newPanel:r}; -t.preventDefault(),a&&!i.collapsible||this._trigger("beforeActivate",t,l)===!1||(i.active=o?!1:this.headers.index(n),this.active=a?e():n,this._toggle(l),s.removeClass("ui-accordion-header-active ui-state-active"),i.icons&&s.children(".ui-accordion-header-icon").removeClass(i.icons.activeHeader).addClass(i.icons.header),a||(n.removeClass("ui-corner-all").addClass("ui-accordion-header-active ui-state-active ui-corner-top"),i.icons&&n.children(".ui-accordion-header-icon").removeClass(i.icons.header).addClass(i.icons.activeHeader),n.next().addClass("ui-accordion-content-active")))},_toggle:function(t){var i=t.newPanel,s=this.prevShow.length?this.prevShow:t.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=s,this.options.animate?this._animate(i,s,t):(s.hide(),i.show(),this._toggleComplete(t)),s.attr({"aria-hidden":"true"}),s.prev().attr({"aria-selected":"false","aria-expanded":"false"}),i.length&&s.length?s.prev().attr({tabIndex:-1,"aria-expanded":"false"}):i.length&&this.headers.filter(function(){return 0===parseInt(e(this).attr("tabIndex"),10)}).attr("tabIndex",-1),i.attr("aria-hidden","false").prev().attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0})},_animate:function(e,t,i){var s,n,a,o=this,r=0,h=e.css("box-sizing"),l=e.length&&(!t.length||e.index()<t.index()),u=this.options.animate||{},d=l&&u.down||u,c=function(){o._toggleComplete(i)};return"number"==typeof d&&(a=d),"string"==typeof d&&(n=d),n=n||d.easing||u.easing,a=a||d.duration||u.duration,t.length?e.length?(s=e.show().outerHeight(),t.animate(this.hideProps,{duration:a,easing:n,step:function(e,t){t.now=Math.round(e)}}),e.hide().animate(this.showProps,{duration:a,easing:n,complete:c,step:function(e,i){i.now=Math.round(e),"height"!==i.prop?"content-box"===h&&(r+=i.now):"content"!==o.options.heightStyle&&(i.now=Math.round(s-t.outerHeight()-r),r=0)}}),void 0):t.animate(this.hideProps,a,n,c):e.animate(this.showProps,a,n,c)},_toggleComplete:function(e){var t=e.oldPanel;t.removeClass("ui-accordion-content-active").prev().removeClass("ui-corner-top").addClass("ui-corner-all"),t.length&&(t.parent()[0].className=t.parent()[0].className),this._trigger("activate",null,e)}}),e.widget("ui.menu",{version:"1.11.4",defaultElement:"<ul>",delay:300,options:{icons:{submenu:"ui-icon-carat-1-e"},items:"> *",menus:"ul",position:{my:"left-1 top",at:"right top"},role:"menu",blur:null,focus:null,select:null},_create:function(){this.activeMenu=this.element,this.mouseHandled=!1,this.element.uniqueId().addClass("ui-menu ui-widget ui-widget-content").toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length).attr({role:this.options.role,tabIndex:0}),this.options.disabled&&this.element.addClass("ui-state-disabled").attr("aria-disabled","true"),this._on({"mousedown .ui-menu-item":function(e){e.preventDefault()},"click .ui-menu-item":function(t){var i=e(t.target);!this.mouseHandled&&i.not(".ui-state-disabled").length&&(this.select(t),t.isPropagationStopped()||(this.mouseHandled=!0),i.has(".ui-menu").length?this.expand(t):!this.element.is(":focus")&&e(this.document[0].activeElement).closest(".ui-menu").length&&(this.element.trigger("focus",[!0]),this.active&&1===this.active.parents(".ui-menu").length&&clearTimeout(this.timer)))},"mouseenter .ui-menu-item":function(t){if(!this.previousFilter){var i=e(t.currentTarget);i.siblings(".ui-state-active").removeClass("ui-state-active"),this.focus(t,i)}},mouseleave:"collapseAll","mouseleave .ui-menu":"collapseAll",focus:function(e,t){var i=this.active||this.element.find(this.options.items).eq(0);t||this.focus(e,i)},blur:function(t){this._delay(function(){e.contains(this.element[0],this.document[0].activeElement)||this.collapseAll(t)})},keydown:"_keydown"}),this.refresh(),this._on(this.document,{click:function(e){this._closeOnDocumentClick(e)&&this.collapseAll(e),this.mouseHandled=!1}})},_destroy:function(){this.element.removeAttr("aria-activedescendant").find(".ui-menu").addBack().removeClass("ui-menu ui-widget ui-widget-content ui-menu-icons ui-front").removeAttr("role").removeAttr("tabIndex").removeAttr("aria-labelledby").removeAttr("aria-expanded").removeAttr("aria-hidden").removeAttr("aria-disabled").removeUniqueId().show(),this.element.find(".ui-menu-item").removeClass("ui-menu-item").removeAttr("role").removeAttr("aria-disabled").removeUniqueId().removeClass("ui-state-hover").removeAttr("tabIndex").removeAttr("role").removeAttr("aria-haspopup").children().each(function(){var t=e(this);t.data("ui-menu-submenu-carat")&&t.remove()}),this.element.find(".ui-menu-divider").removeClass("ui-menu-divider ui-widget-content")},_keydown:function(t){var i,s,n,a,o=!0;switch(t.keyCode){case e.ui.keyCode.PAGE_UP:this.previousPage(t);break;case e.ui.keyCode.PAGE_DOWN:this.nextPage(t);break;case e.ui.keyCode.HOME:this._move("first","first",t);break;case e.ui.keyCode.END:this._move("last","last",t);break;case e.ui.keyCode.UP:this.previous(t);break;case e.ui.keyCode.DOWN:this.next(t);break;case e.ui.keyCode.LEFT:this.collapse(t);break;case e.ui.keyCode.RIGHT:this.active&&!this.active.is(".ui-state-disabled")&&this.expand(t);break;case e.ui.keyCode.ENTER:case e.ui.keyCode.SPACE:this._activate(t);break;case e.ui.keyCode.ESCAPE:this.collapse(t);break;default:o=!1,s=this.previousFilter||"",n=String.fromCharCode(t.keyCode),a=!1,clearTimeout(this.filterTimer),n===s?a=!0:n=s+n,i=this._filterMenuItems(n),i=a&&-1!==i.index(this.active.next())?this.active.nextAll(".ui-menu-item"):i,i.length||(n=String.fromCharCode(t.keyCode),i=this._filterMenuItems(n)),i.length?(this.focus(t,i),this.previousFilter=n,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter}o&&t.preventDefault()},_activate:function(e){this.active.is(".ui-state-disabled")||(this.active.is("[aria-haspopup='true']")?this.expand(e):this.select(e))},refresh:function(){var t,i,s=this,n=this.options.icons.submenu,a=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),a.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-front").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var t=e(this),i=t.parent(),s=e("<span>").addClass("ui-menu-icon ui-icon "+n).data("ui-menu-submenu-carat",!0);i.attr("aria-haspopup","true").prepend(s),t.attr("aria-labelledby",i.attr("id"))}),t=a.add(this.element),i=t.find(this.options.items),i.not(".ui-menu-item").each(function(){var t=e(this);s._isDivider(t)&&t.addClass("ui-widget-content ui-menu-divider")}),i.not(".ui-menu-item, .ui-menu-divider").addClass("ui-menu-item").uniqueId().attr({tabIndex:-1,role:this._itemRole()}),i.filter(".ui-state-disabled").attr("aria-disabled","true"),this.active&&!e.contains(this.element[0],this.active[0])&&this.blur()},_itemRole:function(){return{menu:"menuitem",listbox:"option"}[this.options.role]},_setOption:function(e,t){"icons"===e&&this.element.find(".ui-menu-icon").removeClass(this.options.icons.submenu).addClass(t.submenu),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},focus:function(e,t){var i,s;this.blur(e,e&&"focus"===e.type),this._scrollIntoView(t),this.active=t.first(),s=this.active.addClass("ui-state-focus").removeClass("ui-state-active"),this.options.role&&this.element.attr("aria-activedescendant",s.attr("id")),this.active.parent().closest(".ui-menu-item").addClass("ui-state-active"),e&&"keydown"===e.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=t.children(".ui-menu"),i.length&&e&&/^mouse/.test(e.type)&&this._startOpening(i),this.activeMenu=t.parent(),this._trigger("focus",e,{item:t})},_scrollIntoView:function(t){var i,s,n,a,o,r;this._hasScroll()&&(i=parseFloat(e.css(this.activeMenu[0],"borderTopWidth"))||0,s=parseFloat(e.css(this.activeMenu[0],"paddingTop"))||0,n=t.offset().top-this.activeMenu.offset().top-i-s,a=this.activeMenu.scrollTop(),o=this.activeMenu.height(),r=t.outerHeight(),0>n?this.activeMenu.scrollTop(a+n):n+r>o&&this.activeMenu.scrollTop(a+n-o+r))},blur:function(e,t){t||clearTimeout(this.timer),this.active&&(this.active.removeClass("ui-state-focus"),this.active=null,this._trigger("blur",e,{item:this.active}))},_startOpening:function(e){clearTimeout(this.timer),"true"===e.attr("aria-hidden")&&(this.timer=this._delay(function(){this._close(),this._open(e)},this.delay))},_open:function(t){var i=e.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(t.parents(".ui-menu")).hide().attr("aria-hidden","true"),t.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(i)},collapseAll:function(t,i){clearTimeout(this.timer),this.timer=this._delay(function(){var s=i?this.element:e(t&&t.target).closest(this.element.find(".ui-menu"));s.length||(s=this.element),this._close(s),this.blur(t),this.activeMenu=s},this.delay)},_close:function(e){e||(e=this.active?this.active.parent():this.element),e.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find(".ui-state-active").not(".ui-state-focus").removeClass("ui-state-active")},_closeOnDocumentClick:function(t){return!e(t.target).closest(".ui-menu").length},_isDivider:function(e){return!/[^\-\u2014\u2013\s]/.test(e.text())},collapse:function(e){var t=this.active&&this.active.parent().closest(".ui-menu-item",this.element);t&&t.length&&(this._close(),this.focus(e,t))},expand:function(e){var t=this.active&&this.active.children(".ui-menu ").find(this.options.items).first();t&&t.length&&(this._open(t.parent()),this._delay(function(){this.focus(e,t)}))},next:function(e){this._move("next","first",e)},previous:function(e){this._move("prev","last",e)},isFirstItem:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},_move:function(e,t,i){var s;this.active&&(s="first"===e||"last"===e?this.active["first"===e?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[e+"All"](".ui-menu-item").eq(0)),s&&s.length&&this.active||(s=this.activeMenu.find(this.options.items)[t]()),this.focus(i,s)},nextPage:function(t){var i,s,n;return this.active?(this.isLastItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=e(this),0>i.offset().top-s-n}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items)[this.active?"last":"first"]())),void 0):(this.next(t),void 0)},previousPage:function(t){var i,s,n;return this.active?(this.isFirstItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=e(this),i.offset().top-s+n>0}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items).first())),void 0):(this.next(t),void 0)},_hasScroll:function(){return this.element.outerHeight()<this.element.prop("scrollHeight")},select:function(t){this.active=this.active||e(t.target).closest(".ui-menu-item");var i={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(t,!0),this._trigger("select",t,i)},_filterMenuItems:function(t){var i=t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&"),s=RegExp("^"+i,"i");return this.activeMenu.find(this.options.items).filter(".ui-menu-item").filter(function(){return s.test(e.trim(e(this).text()))})}}),e.widget("ui.autocomplete",{version:"1.11.4",defaultElement:"<input>",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var t,i,s,n=this.element[0].nodeName.toLowerCase(),a="textarea"===n,o="input"===n;this.isMultiLine=a?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[a||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(n){if(this.element.prop("readOnly"))return t=!0,s=!0,i=!0,void 0;t=!1,s=!1,i=!1;var a=e.ui.keyCode;switch(n.keyCode){case a.PAGE_UP:t=!0,this._move("previousPage",n);break;case a.PAGE_DOWN:t=!0,this._move("nextPage",n);break;case a.UP:t=!0,this._keyEvent("previous",n);break;case a.DOWN:t=!0,this._keyEvent("next",n);break;case a.ENTER:this.menu.active&&(t=!0,n.preventDefault(),this.menu.select(n));break;case a.TAB:this.menu.active&&this.menu.select(n);break;case a.ESCAPE:this.menu.element.is(":visible")&&(this.isMultiLine||this._value(this.term),this.close(n),n.preventDefault());break;default:i=!0,this._searchTimeout(n)}},keypress:function(s){if(t)return t=!1,(!this.isMultiLine||this.menu.element.is(":visible"))&&s.preventDefault(),void 0;if(!i){var n=e.ui.keyCode;switch(s.keyCode){case n.PAGE_UP:this._move("previousPage",s);break;case n.PAGE_DOWN:this._move("nextPage",s);break;case n.UP:this._keyEvent("previous",s);break;case n.DOWN:this._keyEvent("next",s)}}},input:function(e){return s?(s=!1,e.preventDefault(),void 0):(this._searchTimeout(e),void 0)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(clearTimeout(this.searching),this.close(e),this._change(e),void 0)}}),this._initSource(),this.menu=e("<ul>").addClass("ui-autocomplete ui-front").appendTo(this._appendTo()).menu({role:null}).hide().menu("instance"),this._on(this.menu.element,{mousedown:function(t){t.preventDefault(),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur});var i=this.menu.element[0];e(t.target).closest(".ui-menu-item").length||this._delay(function(){var t=this;this.document.one("mousedown",function(s){s.target===t.element[0]||s.target===i||e.contains(i,s.target)||t.close()})})},menufocus:function(t,i){var s,n;return this.isNewMenu&&(this.isNewMenu=!1,t.originalEvent&&/^mouse/.test(t.originalEvent.type))?(this.menu.blur(),this.document.one("mousemove",function(){e(t.target).trigger(t.originalEvent)}),void 0):(n=i.item.data("ui-autocomplete-item"),!1!==this._trigger("focus",t,{item:n})&&t.originalEvent&&/^key/.test(t.originalEvent.type)&&this._value(n.value),s=i.item.attr("aria-label")||n.value,s&&e.trim(s).length&&(this.liveRegion.children().hide(),e("<div>").text(s).appendTo(this.liveRegion)),void 0)},menuselect:function(e,t){var i=t.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==this.document[0].activeElement&&(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",e,{item:i})&&this._value(i.value),this.term=this._value(),this.close(e),this.selectedItem=i}}),this.liveRegion=e("<span>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).addClass("ui-helper-hidden-accessible").appendTo(this.document[0].body),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(e,t){this._super(e,t),"source"===e&&this._initSource(),"appendTo"===e&&this.menu.element.appendTo(this._appendTo()),"disabled"===e&&t&&this.xhr&&this.xhr.abort()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_initSource:function(){var t,i,s=this;e.isArray(this.options.source)?(t=this.options.source,this.source=function(i,s){s(e.ui.autocomplete.filter(t,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(t,n){s.xhr&&s.xhr.abort(),s.xhr=e.ajax({url:i,data:t,dataType:"json",success:function(e){n(e)},error:function(){n([])}})}):this.source=this.options.source},_searchTimeout:function(e){clearTimeout(this.searching),this.searching=this._delay(function(){var t=this.term===this._value(),i=this.menu.element.is(":visible"),s=e.altKey||e.ctrlKey||e.metaKey||e.shiftKey;(!t||t&&!i&&!s)&&(this.selectedItem=null,this.search(null,e))},this.options.delay)},search:function(e,t){return e=null!=e?e:this._value(),this.term=this._value(),e.length<this.options.minLength?this.close(t):this._trigger("search",t)!==!1?this._search(e):void 0},_search:function(e){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:e},this._response())},_response:function(){var t=++this.requestIndex;return e.proxy(function(e){t===this.requestIndex&&this.__response(e),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(e){e&&(e=this._normalize(e)),this._trigger("response",null,{content:e}),!this.options.disabled&&e&&e.length&&!this.cancelSearch?(this._suggest(e),this._trigger("open")):this._close()},close:function(e){this.cancelSearch=!0,this._close(e)},_close:function(e){this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",e))},_change:function(e){this.previous!==this._value()&&this._trigger("change",e,{item:this.selectedItem})},_normalize:function(t){return t.length&&t[0].label&&t[0].value?t:e.map(t,function(t){return"string"==typeof t?{label:t,value:t}:e.extend({},t,{label:t.label||t.value,value:t.value||t.label})})},_suggest:function(t){var i=this.menu.element.empty();this._renderMenu(i,t),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(e.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next()},_resizeMenu:function(){var e=this.menu.element;e.outerWidth(Math.max(e.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(t,i){var s=this;e.each(i,function(e,i){s._renderItemData(t,i)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-autocomplete-item",t)},_renderItem:function(t,i){return e("<li>").text(i.label).appendTo(t)},_move:function(e,t){return this.menu.element.is(":visible")?this.menu.isFirstItem()&&/^previous/.test(e)||this.menu.isLastItem()&&/^next/.test(e)?(this.isMultiLine||this._value(this.term),this.menu.blur(),void 0):(this.menu[e](t),void 0):(this.search(null,t),void 0)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(e,t){(!this.isMultiLine||this.menu.element.is(":visible"))&&(this._move(e,t),t.preventDefault())}}),e.extend(e.ui.autocomplete,{escapeRegex:function(e){return e.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,i){var s=RegExp(e.ui.autocomplete.escapeRegex(i),"i");return e.grep(t,function(e){return s.test(e.label||e.value||e)})}}),e.widget("ui.autocomplete",e.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(e){return e+(e>1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var i;this._superApply(arguments),this.options.disabled||this.cancelSearch||(i=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.children().hide(),e("<div>").text(i).appendTo(this.liveRegion))}}),e.ui.autocomplete;var r,h="ui-button ui-widget ui-state-default ui-corner-all",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var t=e(this);setTimeout(function(){t.find(":ui-button").button("refresh")},1)},d=function(t){var i=t.name,s=t.form,n=e([]);return i&&(i=i.replace(/'/g,"\\'"),n=s?e(s).find("[name='"+i+"'][type=radio]"):e("[name='"+i+"'][type=radio]",t.ownerDocument).filter(function(){return!this.form})),n};e.widget("ui.button",{version:"1.11.4",defaultElement:"<button>",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var t=this,i=this.options,s="checkbox"===this.type||"radio"===this.type,n=s?"":"ui-state-active";null===i.label&&(i.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(h).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){i.disabled||this===r&&e(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){i.disabled||e(this).removeClass(n)}).bind("click"+this.eventNamespace,function(e){i.disabled&&(e.preventDefault(),e.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),s&&this.element.bind("change"+this.eventNamespace,function(){t.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return i.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(i.disabled)return!1;e(this).addClass("ui-state-active"),t.buttonElement.attr("aria-pressed","true");var s=t.element[0];d(s).not(s).map(function(){return e(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return i.disabled?!1:(e(this).addClass("ui-state-active"),r=this,t.document.one("mouseup",function(){r=null}),void 0)}).bind("mouseup"+this.eventNamespace,function(){return i.disabled?!1:(e(this).removeClass("ui-state-active"),void 0)}).bind("keydown"+this.eventNamespace,function(t){return i.disabled?!1:((t.keyCode===e.ui.keyCode.SPACE||t.keyCode===e.ui.keyCode.ENTER)&&e(this).addClass("ui-state-active"),void 0)}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){e(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&&this.buttonElement.keyup(function(t){t.keyCode===e.ui.keyCode.SPACE&&e(this).click()})),this._setOption("disabled",i.disabled),this._resetButton()},_determineButtonType:function(){var e,t,i;this.type=this.element.is("[type=checkbox]")?"checkbox":this.element.is("[type=radio]")?"radio":this.element.is("input")?"input":"button","checkbox"===this.type||"radio"===this.type?(e=this.element.parents().last(),t="label[for='"+this.element.attr("id")+"']",this.buttonElement=e.find(t),this.buttonElement.length||(e=e.length?e.siblings():this.element.siblings(),this.buttonElement=e.filter(t),this.buttonElement.length||(this.buttonElement=e.find(t))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&&this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(h+" ui-state-active "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(e,t){return this._super(e,t),"disabled"===e?(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),t&&("checkbox"===this.type||"radio"===this.type?this.buttonElement.removeClass("ui-state-focus"):this.buttonElement.removeClass("ui-state-focus ui-state-active")),void 0):(this._resetButton(),void 0)},refresh:function(){var t=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOption("disabled",t),"radio"===this.type?d(this.element[0]).each(function(){e(this).is(":checked")?e(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):e(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&&(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return this.options.label&&this.element.val(this.options.label),void 0;var t=this.buttonElement.removeClass(l),i=e("<span></span>",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(t.empty()).text(),s=this.options.icons,n=s.primary&&s.secondary,a=[];s.primary||s.secondary?(this.options.text&&a.push("ui-button-text-icon"+(n?"s":s.primary?"-primary":"-secondary")),s.primary&&t.prepend("<span class='ui-button-icon-primary ui-icon "+s.primary+"'></span>"),s.secondary&&t.append("<span class='ui-button-icon-secondary ui-icon "+s.secondary+"'></span>"),this.options.text||(a.push(n?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||t.attr("title",e.trim(i)))):a.push("ui-button-text-only"),t.addClass(a.join(" "))}}),e.widget("ui.buttonset",{version:"1.11.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(e,t){"disabled"===e&&this.buttons.button("option",e,t),this._super(e,t)},refresh:function(){var t="rtl"===this.element.css("direction"),i=this.element.find(this.options.items),s=i.filter(":ui-button");i.not(":ui-button").button(),s.button("refresh"),this.buttons=i.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(t?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(t?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}}),e.ui.button,e.widget("ui.dialog",{version:"1.11.4",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"Close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var i=e(this).css(t).offset().top;0>i&&e(this).css("top",t.top-i)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},sizeRelatedOptions:{buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},resizableRelatedOptions:{maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&&e.fn.draggable&&this._makeDraggable(),this.options.resizable&&e.fn.resizable&&this._makeResizable(),this._isOpen=!1,this._trackFocus()},_init:function(){this.options.autoOpen&&this.open()},_appendTo:function(){var t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?e(t):this.document.find(t||"body").eq(0)},_destroy:function(){var e,t=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),e=t.parent.children().eq(t.index),e.length&&e[0]!==this.element[0]?e.before(this.element):t.parent.append(this.element)},widget:function(){return this.uiDialog},disable:e.noop,enable:e.noop,close:function(t){var i,s=this;if(this._isOpen&&this._trigger("beforeClose",t)!==!1){if(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),!this.opener.filter(":focusable").focus().length)try{i=this.document[0].activeElement,i&&"body"!==i.nodeName.toLowerCase()&&e(i).blur()}catch(n){}this._hide(this.uiDialog,this.options.hide,function(){s._trigger("close",t)})}},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,i){var s=!1,n=this.uiDialog.siblings(".ui-front:visible").map(function(){return+e(this).css("z-index")}).get(),a=Math.max.apply(null,n);return a>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",a+1),s=!0),s&&!i&&this._trigger("focus",t),s},open:function(){var t=this;return this._isOpen?(this._moveToTop()&&this._focusTabbable(),void 0):(this._isOpen=!0,this.opener=e(this.document[0].activeElement),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"),void 0)},_focusTabbable:function(){var e=this._focusedElement;e||(e=this.element.find("[autofocus]")),e.length||(e=this.element.find(":tabbable")),e.length||(e=this.uiDialogButtonPane.find(":tabbable")),e.length||(e=this.uiDialogTitlebarClose.filter(":tabbable")),e.length||(e=this.uiDialog),e.eq(0).focus()},_keepFocus:function(t){function i(){var t=this.document[0].activeElement,i=this.uiDialog[0]===t||e.contains(this.uiDialog[0],t);i||this._focusTabbable()}t.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=e("<div>").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===e.ui.keyCode.ESCAPE)return t.preventDefault(),this.close(t),void 0;if(t.keyCode===e.ui.keyCode.TAB&&!t.isDefaultPrevented()){var i=this.uiDialog.find(":tabbable"),s=i.filter(":first"),n=i.filter(":last");t.target!==n[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==s[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){n.focus()}),t.preventDefault()):(this._delay(function(){s.focus()}),t.preventDefault())}},mousedown:function(e){this._moveToTop(e)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=e("<div>").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(t){e(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=e("<button type='button'></button>").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(e){e.preventDefault(),this.close(e)}}),t=e("<span>").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(t),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(e){this.options.title||e.html(" "),e.text(this.options.title) -},_createButtonPane:function(){this.uiDialogButtonPane=e("<div>").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=e("<div>").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var t=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),e.isEmptyObject(i)||e.isArray(i)&&!i.length?(this.uiDialog.removeClass("ui-dialog-buttons"),void 0):(e.each(i,function(i,s){var n,a;s=e.isFunction(s)?{click:s,text:i}:s,s=e.extend({type:"button"},s),n=s.click,s.click=function(){n.apply(t.element[0],arguments)},a={icons:s.icons,text:s.showText},delete s.icons,delete s.showText,e("<button></button>",s).button(a).appendTo(t.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog),void 0)},_makeDraggable:function(){function t(e){return{position:e.position,offset:e.offset}}var i=this,s=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(s,n){e(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",s,t(n))},drag:function(e,s){i._trigger("drag",e,t(s))},stop:function(n,a){var o=a.offset.left-i.document.scrollLeft(),r=a.offset.top-i.document.scrollTop();s.position={my:"left top",at:"left"+(o>=0?"+":"")+o+" "+"top"+(r>=0?"+":"")+r,of:i.window},e(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",n,t(a))}})},_makeResizable:function(){function t(e){return{originalPosition:e.originalPosition,originalSize:e.originalSize,position:e.position,size:e.size}}var i=this,s=this.options,n=s.resizable,a=this.uiDialog.css("position"),o="string"==typeof n?n:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:s.maxWidth,maxHeight:s.maxHeight,minWidth:s.minWidth,minHeight:this._minHeight(),handles:o,start:function(s,n){e(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",s,t(n))},resize:function(e,s){i._trigger("resize",e,t(s))},stop:function(n,a){var o=i.uiDialog.offset(),r=o.left-i.document.scrollLeft(),h=o.top-i.document.scrollTop();s.height=i.uiDialog.height(),s.width=i.uiDialog.width(),s.position={my:"left top",at:"left"+(r>=0?"+":"")+r+" "+"top"+(h>=0?"+":"")+h,of:i.window},e(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",n,t(a))}}).css("position",a)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=e(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),i=e.inArray(this,t);-1!==i&&t.splice(i,1)},_trackingInstances:function(){var e=this.document.data("ui-dialog-instances");return e||(e=[],this.document.data("ui-dialog-instances",e)),e},_minHeight:function(){var e=this.options;return"auto"===e.height?e.minHeight:Math.min(e.minHeight,e.height)},_position:function(){var e=this.uiDialog.is(":visible");e||this.uiDialog.show(),this.uiDialog.position(this.options.position),e||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};e.each(t,function(e,t){i._setOption(e,t),e in i.sizeRelatedOptions&&(s=!0),e in i.resizableRelatedOptions&&(n[e]=t)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(e,t){var i,s,n=this.uiDialog;"dialogClass"===e&&n.removeClass(this.options.dialogClass).addClass(t),"disabled"!==e&&(this._super(e,t),"appendTo"===e&&this.uiDialog.appendTo(this._appendTo()),"buttons"===e&&this._createButtons(),"closeText"===e&&this.uiDialogTitlebarClose.button({label:""+t}),"draggable"===e&&(i=n.is(":data(ui-draggable)"),i&&!t&&n.draggable("destroy"),!i&&t&&this._makeDraggable()),"position"===e&&this._position(),"resizable"===e&&(s=n.is(":data(ui-resizable)"),s&&!t&&n.resizable("destroy"),s&&"string"==typeof t&&n.resizable("option","handles",t),s||t===!1||this._makeResizable()),"title"===e&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var e,t,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),e=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),t=Math.max(0,s.minHeight-e),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-e):"none","auto"===s.height?this.element.css({minHeight:t,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-e)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=e(this);return e("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return e(t.target).closest(".ui-dialog").length?!0:!!e(t.target).closest(".ui-datepicker").length},_createOverlay:function(){if(this.options.modal){var t=!0;this._delay(function(){t=!1}),this.document.data("ui-dialog-overlays")||this._on(this.document,{focusin:function(e){t||this._allowInteraction(e)||(e.preventDefault(),this._trackingInstances()[0]._focusTabbable())}}),this.overlay=e("<div>").addClass("ui-widget-overlay ui-front").appendTo(this._appendTo()),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1)}},_destroyOverlay:function(){if(this.options.modal&&this.overlay){var e=this.document.data("ui-dialog-overlays")-1;e?this.document.data("ui-dialog-overlays",e):this.document.unbind("focusin").removeData("ui-dialog-overlays"),this.overlay.remove(),this.overlay=null}}}),e.widget("ui.progressbar",{version:"1.11.4",options:{max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.addClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").attr({role:"progressbar","aria-valuemin":this.min}),this.valueDiv=e("<div class='ui-progressbar-value ui-widget-header ui-corner-left'></div>").appendTo(this.element),this._refreshValue()},_destroy:function(){this.element.removeClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.valueDiv.remove()},value:function(e){return void 0===e?this.options.value:(this.options.value=this._constrainedValue(e),this._refreshValue(),void 0)},_constrainedValue:function(e){return void 0===e&&(e=this.options.value),this.indeterminate=e===!1,"number"!=typeof e&&(e=0),this.indeterminate?!1:Math.min(this.options.max,Math.max(this.min,e))},_setOptions:function(e){var t=e.value;delete e.value,this._super(e),this.options.value=this._constrainedValue(t),this._refreshValue()},_setOption:function(e,t){"max"===e&&(t=Math.max(this.min,t)),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,i=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).toggleClass("ui-corner-right",t===this.options.max).width(i.toFixed(0)+"%"),this.element.toggleClass("ui-progressbar-indeterminate",this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=e("<div class='ui-progressbar-overlay'></div>").appendTo(this.valueDiv))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),e.widget("ui.selectmenu",{version:"1.11.4",defaultElement:"<select>",options:{appendTo:null,disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:null,change:null,close:null,focus:null,open:null,select:null},_create:function(){var e=this.element.uniqueId().attr("id");this.ids={element:e,button:e+"-button",menu:e+"-menu"},this._drawButton(),this._drawMenu(),this.options.disabled&&this.disable()},_drawButton:function(){var t=this;this.label=e("label[for='"+this.ids.element+"']").attr("for",this.ids.button),this._on(this.label,{click:function(e){this.button.focus(),e.preventDefault()}}),this.element.hide(),this.button=e("<span>",{"class":"ui-selectmenu-button ui-widget ui-state-default ui-corner-all",tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true"}).insertAfter(this.element),e("<span>",{"class":"ui-icon "+this.options.icons.button}).prependTo(this.button),this.buttonText=e("<span>",{"class":"ui-selectmenu-text"}).appendTo(this.button),this._setText(this.buttonText,this.element.find("option:selected").text()),this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){t.menuItems||t._refreshMenu()}),this._hoverable(this.button),this._focusable(this.button)},_drawMenu:function(){var t=this;this.menu=e("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=e("<div>",{"class":"ui-selectmenu-menu ui-front"}).append(this.menu).appendTo(this._appendTo()),this.menuInstance=this.menu.menu({role:"listbox",select:function(e,i){e.preventDefault(),t._setSelection(),t._select(i.item.data("ui-selectmenu-item"),e)},focus:function(e,i){var s=i.item.data("ui-selectmenu-item");null!=t.focusIndex&&s.index!==t.focusIndex&&(t._trigger("focus",e,{item:s}),t.isOpen||t._select(s,e)),t.focusIndex=s.index,t.button.attr("aria-activedescendant",t.menuItems.eq(s.index).attr("id"))}}).menu("instance"),this.menu.addClass("ui-corner-bottom").removeClass("ui-corner-all"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this._setText(this.buttonText,this._getSelectedItem().text()),this.options.width||this._resizeButton()},_refreshMenu:function(){this.menu.empty();var e,t=this.element.find("option");t.length&&(this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup"),e=this._getSelectedItem(),this.menuInstance.focus(null,e),this._setAria(e.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(e){this.options.disabled||(this.menuItems?(this.menu.find(".ui-state-focus").removeClass("ui-state-focus"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",e))},_position:function(){this.menuWrap.position(e.extend({of:this.button},this.options.position))},close:function(e){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",e))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderMenu:function(t,i){var s=this,n="";e.each(i,function(i,a){a.optgroup!==n&&(e("<li>",{"class":"ui-selectmenu-optgroup ui-menu-divider"+(a.element.parent("optgroup").prop("disabled")?" ui-state-disabled":""),text:a.optgroup}).appendTo(t),n=a.optgroup),s._renderItemData(t,a)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-selectmenu-item",t)},_renderItem:function(t,i){var s=e("<li>");return i.disabled&&s.addClass("ui-state-disabled"),this._setText(s,i.label),s.appendTo(t)},_setText:function(e,t){t?e.text(t):e.html(" ")},_move:function(e,t){var i,s,n=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex):(i=this.menuItems.eq(this.element[0].selectedIndex),n+=":not(.ui-state-disabled)"),s="first"===e||"last"===e?i["first"===e?"prevAll":"nextAll"](n).eq(-1):i[e+"All"](n).eq(0),s.length&&this.menuInstance.focus(t,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex)},_toggle:function(e){this[this.isOpen?"close":"open"](e)},_setSelection:function(){var e;this.range&&(window.getSelection?(e=window.getSelection(),e.removeAllRanges(),e.addRange(this.range)):this.range.select(),this.button.focus())},_documentClick:{mousedown:function(t){this.isOpen&&(e(t.target).closest(".ui-selectmenu-menu, #"+this.ids.button).length||this.close(t))}},_buttonEvents:{mousedown:function(){var e;window.getSelection?(e=window.getSelection(),e.rangeCount&&(this.range=e.getRangeAt(0))):this.range=document.selection.createRange()},click:function(e){this._setSelection(),this._toggle(e)},keydown:function(t){var i=!0;switch(t.keyCode){case e.ui.keyCode.TAB:case e.ui.keyCode.ESCAPE:this.close(t),i=!1;break;case e.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case e.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case e.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case e.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case e.ui.keyCode.LEFT:this._move("prev",t);break;case e.ui.keyCode.RIGHT:this._move("next",t);break;case e.ui.keyCode.HOME:case e.ui.keyCode.PAGE_UP:this._move("first",t);break;case e.ui.keyCode.END:case e.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),i=!1}i&&t.preventDefault()}},_selectFocusedItem:function(e){var t=this.menuItems.eq(this.focusIndex);t.hasClass("ui-state-disabled")||this._select(t.data("ui-selectmenu-item"),e)},_select:function(e,t){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=e.index,this._setText(this.buttonText,e.label),this._setAria(e),this._trigger("select",t,{item:e}),e.index!==i&&this._trigger("change",t,{item:e}),this.close(t)},_setAria:function(e){var t=this.menuItems.eq(e.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(e,t){"icons"===e&&this.button.find("span.ui-icon").removeClass(this.options.icons.button).addClass(t.button),this._super(e,t),"appendTo"===e&&this.menuWrap.appendTo(this._appendTo()),"disabled"===e&&(this.menuInstance.option("disabled",t),this.button.toggleClass("ui-state-disabled",t).attr("aria-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)),"width"===e&&this._resizeButton()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_toggleAttr:function(){this.button.toggleClass("ui-corner-top",this.isOpen).toggleClass("ui-corner-all",!this.isOpen).attr("aria-expanded",this.isOpen),this.menuWrap.toggleClass("ui-selectmenu-open",this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var e=this.options.width;e||(e=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(e)},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){return{disabled:this.element.prop("disabled")}},_parseOptions:function(t){var i=[];t.each(function(t,s){var n=e(s),a=n.parent("optgroup");i.push({element:n,index:t,value:n.val(),label:n.text(),optgroup:a.attr("label")||"",disabled:a.prop("disabled")||n.prop("disabled")})}),this.items=i},_destroy:function(){this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.label.attr("for",this.ids.element)}}),e.widget("ui.slider",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"slide",options:{animate:!1,distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null,change:null,slide:null,start:null,stop:null},numPages:5,_create:function(){this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this._calculateNewMax(),this.element.addClass("ui-slider ui-slider-"+this.orientation+" ui-widget"+" ui-widget-content"+" ui-corner-all"),this._refresh(),this._setOption("disabled",this.options.disabled),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,i,s=this.options,n=this.element.find(".ui-slider-handle").addClass("ui-state-default ui-corner-all"),a="<span class='ui-slider-handle ui-state-default ui-corner-all' tabindex='0'></span>",o=[];for(i=s.values&&s.values.length||1,n.length>i&&(n.slice(i).remove(),n=n.slice(0,i)),t=n.length;i>t;t++)o.push(a);this.handles=n.add(e(o.join("")).appendTo(this.element)),this.handle=this.handles.eq(0),this.handles.each(function(t){e(this).data("ui-slider-handle-index",t)})},_createRange:function(){var t=this.options,i="";t.range?(t.range===!0&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:e.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?this.range.removeClass("ui-slider-range-min ui-slider-range-max").css({left:"",bottom:""}):(this.range=e("<div></div>").appendTo(this.element),i="ui-slider-range ui-widget-header ui-corner-all"),this.range.addClass(i+("min"===t.range||"max"===t.range?" ui-slider-range-"+t.range:""))):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this.element.removeClass("ui-slider ui-slider-horizontal ui-slider-vertical ui-widget ui-widget-content ui-corner-all"),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,a,o,r,h,l,u=this,d=this.options;return d.disabled?!1:(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),i={x:t.pageX,y:t.pageY},s=this._normValueFromMouse(i),n=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var i=Math.abs(s-u.values(t));(n>i||n===i&&(t===u._lastChangedValue||u.values(t)===d.min))&&(n=i,a=e(this),o=t)}),r=this._start(t,o),r===!1?!1:(this._mouseSliding=!0,this._handleIndex=o,a.addClass("ui-state-active").focus(),h=a.offset(),l=!e(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=l?{left:0,top:0}:{left:t.pageX-h.left-a.width()/2,top:t.pageY-h.top-a.height()/2-(parseInt(a.css("borderTopWidth"),10)||0)-(parseInt(a.css("borderBottomWidth"),10)||0)+(parseInt(a.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,s),this._animateOff=!0,!0))},_mouseStart:function(){return!0},_mouseDrag:function(e){var t={x:e.pageX,y:e.pageY},i=this._normValueFromMouse(t);return this._slide(e,this._handleIndex,i),!1},_mouseStop:function(e){return this.handles.removeClass("ui-state-active"),this._mouseSliding=!1,this._stop(e,this._handleIndex),this._change(e,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1,!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(e){var t,i,s,n,a;return"horizontal"===this.orientation?(t=this.elementSize.width,i=e.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(t=this.elementSize.height,i=e.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),s=i/t,s>1&&(s=1),0>s&&(s=0),"vertical"===this.orientation&&(s=1-s),n=this._valueMax()-this._valueMin(),a=this._valueMin()+s*n,this._trimAlignValue(a)},_start:function(e,t){var i={handle:this.handles[t],value:this.value()};return this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("start",e,i)},_slide:function(e,t,i){var s,n,a;this.options.values&&this.options.values.length?(s=this.values(t?0:1),2===this.options.values.length&&this.options.range===!0&&(0===t&&i>s||1===t&&s>i)&&(i=s),i!==this.values(t)&&(n=this.values(),n[t]=i,a=this._trigger("slide",e,{handle:this.handles[t],value:i,values:n}),s=this.values(t?0:1),a!==!1&&this.values(t,i))):i!==this.value()&&(a=this._trigger("slide",e,{handle:this.handles[t],value:i}),a!==!1&&this.value(i))},_stop:function(e,t){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("stop",e,i)},_change:function(e,t){if(!this._keySliding&&!this._mouseSliding){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._lastChangedValue=t,this._trigger("change",e,i)}},value:function(e){return arguments.length?(this.options.value=this._trimAlignValue(e),this._refreshValue(),this._change(null,0),void 0):this._value()},values:function(t,i){var s,n,a;if(arguments.length>1)return this.options.values[t]=this._trimAlignValue(i),this._refreshValue(),this._change(null,t),void 0;if(!arguments.length)return this._values();if(!e.isArray(arguments[0]))return this.options.values&&this.options.values.length?this._values(t):this.value();for(s=this.options.values,n=arguments[0],a=0;s.length>a;a+=1)s[a]=this._trimAlignValue(n[a]),this._change(null,a);this._refreshValue()},_setOption:function(t,i){var s,n=0;switch("range"===t&&this.options.range===!0&&("min"===i?(this.options.value=this._values(0),this.options.values=null):"max"===i&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),e.isArray(this.options.values)&&(n=this.options.values.length),"disabled"===t&&this.element.toggleClass("ui-state-disabled",!!i),this._super(t,i),t){case"orientation":this._detectOrientation(),this.element.removeClass("ui-slider-horizontal 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i=e.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==V.ui.safeActiveElement(this.document[0])&&(this.element.trigger("focus"),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",t,{item:i})&&this._value(i.value),this.term=this._value(),this.close(t),this.selectedItem=i}}),this.liveRegion=V("<div>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).appendTo(this.document[0].body),this._addClass(this.liveRegion,null,"ui-helper-hidden-accessible"),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(t,e){this._super(t,e),"source"===t&&this._initSource(),"appendTo"===t&&this.menu.element.appendTo(this._appendTo()),"disabled"===t&&e&&this.xhr&&this.xhr.abort()},_isEventTargetInWidget:function(t){var 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e=this.menu.element.empty();this._renderMenu(e,t),this.isNewMenu=!0,this.menu.refresh(),e.show(),this._resizeMenu(),e.position(V.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next(),this._on(this.document,{mousedown:"_closeOnClickOutside"})},_resizeMenu:function(){var t=this.menu.element;t.outerWidth(Math.max(t.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(i,t){var s=this;V.each(t,function(t,e){s._renderItemData(i,e)})},_renderItemData:function(t,e){return this._renderItem(t,e).data("ui-autocomplete-item",e)},_renderItem:function(t,e){return V("<li>").append(V("<div>").text(e.label)).appendTo(t)},_move:function(t,e){if(this.menu.element.is(":visible"))return this.menu.isFirstItem()&&/^previous/.test(t)||this.menu.isLastItem()&&/^next/.test(t)?(this.isMultiLine||this._value(this.term),void this.menu.blur()):void this.menu[t](e);this.search(null,e)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(t,e){this.isMultiLine&&!this.menu.element.is(":visible")||(this._move(t,e),e.preventDefault())},_isContentEditable:function(t){if(!t.length)return!1;var e=t.prop("contentEditable");return"inherit"===e?this._isContentEditable(t.parent()):"true"===e}}),V.extend(V.ui.autocomplete,{escapeRegex:function(t){return t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,e){var i=new RegExp(V.ui.autocomplete.escapeRegex(e),"i");return V.grep(t,function(t){return i.test(t.label||t.value||t)})}}),V.widget("ui.autocomplete",V.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(t){return t+(1<t?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var e;this._superApply(arguments),this.options.disabled||this.cancelSearch||(e=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,clearTimeout(this.liveRegionTimer),this.liveRegionTimer=this._delay(function(){this.liveRegion.html(V("<div>").text(e))},100))}});V.ui.autocomplete;var tt=/ui-corner-([a-z]){2,6}/g;V.widget("ui.controlgroup",{version:"1.13.2",defaultElement:"<div>",options:{direction:"horizontal",disabled:null,onlyVisible:!0,items:{button:"input[type=button], input[type=submit], input[type=reset], button, a",controlgroupLabel:".ui-controlgroup-label",checkboxradio:"input[type='checkbox'], input[type='radio']",selectmenu:"select",spinner:".ui-spinner-input"}},_create:function(){this._enhance()},_enhance:function(){this.element.attr("role","toolbar"),this.refresh()},_destroy:function(){this._callChildMethod("destroy"),this.childWidgets.removeData("ui-controlgroup-data"),this.element.removeAttr("role"),this.options.items.controlgroupLabel&&this.element.find(this.options.items.controlgroupLabel).find(".ui-controlgroup-label-contents").contents().unwrap()},_initWidgets:function(){var o=this,a=[];V.each(this.options.items,function(s,t){var e,n={};if(t)return"controlgroupLabel"===s?((e=o.element.find(t)).each(function(){var t=V(this);t.children(".ui-controlgroup-label-contents").length||t.contents().wrapAll("<span class='ui-controlgroup-label-contents'></span>")}),o._addClass(e,null,"ui-widget ui-widget-content ui-state-default"),void(a=a.concat(e.get()))):void(V.fn[s]&&(n=o["_"+s+"Options"]?o["_"+s+"Options"]("middle"):{classes:{}},o.element.find(t).each(function(){var t=V(this),e=t[s]("instance"),i=V.widget.extend({},n);"button"===s&&t.parent(".ui-spinner").length||((e=e||t[s]()[s]("instance"))&&(i.classes=o._resolveClassesValues(i.classes,e)),t[s](i),i=t[s]("widget"),V.data(i[0],"ui-controlgroup-data",e||t[s]("instance")),a.push(i[0]))})))}),this.childWidgets=V(V.uniqueSort(a)),this._addClass(this.childWidgets,"ui-controlgroup-item")},_callChildMethod:function(e){this.childWidgets.each(function(){var t=V(this).data("ui-controlgroup-data");t&&t[e]&&t[e]()})},_updateCornerClass:function(t,e){e=this._buildSimpleOptions(e,"label").classes.label;this._removeClass(t,null,"ui-corner-top ui-corner-bottom ui-corner-left ui-corner-right ui-corner-all"),this._addClass(t,null,e)},_buildSimpleOptions:function(t,e){var i="vertical"===this.options.direction,s={classes:{}};return s.classes[e]={middle:"",first:"ui-corner-"+(i?"top":"left"),last:"ui-corner-"+(i?"bottom":"right"),only:"ui-corner-all"}[t],s},_spinnerOptions:function(t){t=this._buildSimpleOptions(t,"ui-spinner");return t.classes["ui-spinner-up"]="",t.classes["ui-spinner-down"]="",t},_buttonOptions:function(t){return this._buildSimpleOptions(t,"ui-button")},_checkboxradioOptions:function(t){return this._buildSimpleOptions(t,"ui-checkboxradio-label")},_selectmenuOptions:function(t){var e="vertical"===this.options.direction;return{width:e&&"auto",classes:{middle:{"ui-selectmenu-button-open":"","ui-selectmenu-button-closed":""},first:{"ui-selectmenu-button-open":"ui-corner-"+(e?"top":"tl"),"ui-selectmenu-button-closed":"ui-corner-"+(e?"top":"left")},last:{"ui-selectmenu-button-open":e?"":"ui-corner-tr","ui-selectmenu-button-closed":"ui-corner-"+(e?"bottom":"right")},only:{"ui-selectmenu-button-open":"ui-corner-top","ui-selectmenu-button-closed":"ui-corner-all"}}[t]}},_resolveClassesValues:function(i,s){var n={};return V.each(i,function(t){var e=s.options.classes[t]||"",e=String.prototype.trim.call(e.replace(tt,""));n[t]=(e+" "+i[t]).replace(/\s+/g," ")}),n},_setOption:function(t,e){"direction"===t&&this._removeClass("ui-controlgroup-"+this.options.direction),this._super(t,e),"disabled"!==t?this.refresh():this._callChildMethod(e?"disable":"enable")},refresh:function(){var n,o=this;this._addClass("ui-controlgroup ui-controlgroup-"+this.options.direction),"horizontal"===this.options.direction&&this._addClass(null,"ui-helper-clearfix"),this._initWidgets(),n=this.childWidgets,(n=this.options.onlyVisible?n.filter(":visible"):n).length&&(V.each(["first","last"],function(t,e){var i,s=n[e]().data("ui-controlgroup-data");s&&o["_"+s.widgetName+"Options"]?((i=o["_"+s.widgetName+"Options"](1===n.length?"only":e)).classes=o._resolveClassesValues(i.classes,s),s.element[s.widgetName](i)):o._updateCornerClass(n[e](),e)}),this._callChildMethod("refresh"))}});V.widget("ui.checkboxradio",[V.ui.formResetMixin,{version:"1.13.2",options:{disabled:null,label:null,icon:!0,classes:{"ui-checkboxradio-label":"ui-corner-all","ui-checkboxradio-icon":"ui-corner-all"}},_getCreateOptions:function(){var t,e=this._super()||{};return this._readType(),t=this.element.labels(),this.label=V(t[t.length-1]),this.label.length||V.error("No label found for checkboxradio widget"),this.originalLabel="",(t=this.label.contents().not(this.element[0])).length&&(this.originalLabel+=t.clone().wrapAll("<div></div>").parent().html()),this.originalLabel&&(e.label=this.originalLabel),null!=(t=this.element[0].disabled)&&(e.disabled=t),e},_create:function(){var t=this.element[0].checked;this._bindFormResetHandler(),null==this.options.disabled&&(this.options.disabled=this.element[0].disabled),this._setOption("disabled",this.options.disabled),this._addClass("ui-checkboxradio","ui-helper-hidden-accessible"),this._addClass(this.label,"ui-checkboxradio-label","ui-button ui-widget"),"radio"===this.type&&this._addClass(this.label,"ui-checkboxradio-radio-label"),this.options.label&&this.options.label!==this.originalLabel?this._updateLabel():this.originalLabel&&(this.options.label=this.originalLabel),this._enhance(),t&&this._addClass(this.label,"ui-checkboxradio-checked","ui-state-active"),this._on({change:"_toggleClasses",focus:function(){this._addClass(this.label,null,"ui-state-focus ui-visual-focus")},blur:function(){this._removeClass(this.label,null,"ui-state-focus ui-visual-focus")}})},_readType:function(){var t=this.element[0].nodeName.toLowerCase();this.type=this.element[0].type,"input"===t&&/radio|checkbox/.test(this.type)||V.error("Can't create checkboxradio on element.nodeName="+t+" and element.type="+this.type)},_enhance:function(){this._updateIcon(this.element[0].checked)},widget:function(){return this.label},_getRadioGroup:function(){var t=this.element[0].name,e="input[name='"+V.escapeSelector(t)+"']";return t?(this.form.length?V(this.form[0].elements).filter(e):V(e).filter(function(){return 0===V(this)._form().length})).not(this.element):V([])},_toggleClasses:function(){var t=this.element[0].checked;this._toggleClass(this.label,"ui-checkboxradio-checked","ui-state-active",t),this.options.icon&&"checkbox"===this.type&&this._toggleClass(this.icon,null,"ui-icon-check ui-state-checked",t)._toggleClass(this.icon,null,"ui-icon-blank",!t),"radio"===this.type&&this._getRadioGroup().each(function(){var t=V(this).checkboxradio("instance");t&&t._removeClass(t.label,"ui-checkboxradio-checked","ui-state-active")})},_destroy:function(){this._unbindFormResetHandler(),this.icon&&(this.icon.remove(),this.iconSpace.remove())},_setOption:function(t,e){if("label"!==t||e){if(this._super(t,e),"disabled"===t)return this._toggleClass(this.label,null,"ui-state-disabled",e),void(this.element[0].disabled=e);this.refresh()}},_updateIcon:function(t){var e="ui-icon ui-icon-background ";this.options.icon?(this.icon||(this.icon=V("<span>"),this.iconSpace=V("<span> </span>"),this._addClass(this.iconSpace,"ui-checkboxradio-icon-space")),"checkbox"===this.type?(e+=t?"ui-icon-check ui-state-checked":"ui-icon-blank",this._removeClass(this.icon,null,t?"ui-icon-blank":"ui-icon-check")):e+="ui-icon-blank",this._addClass(this.icon,"ui-checkboxradio-icon",e),t||this._removeClass(this.icon,null,"ui-icon-check ui-state-checked"),this.icon.prependTo(this.label).after(this.iconSpace)):void 0!==this.icon&&(this.icon.remove(),this.iconSpace.remove(),delete this.icon)},_updateLabel:function(){var t=this.label.contents().not(this.element[0]);this.icon&&(t=t.not(this.icon[0])),(t=this.iconSpace?t.not(this.iconSpace[0]):t).remove(),this.label.append(this.options.label)},refresh:function(){var t=this.element[0].checked,e=this.element[0].disabled;this._updateIcon(t),this._toggleClass(this.label,"ui-checkboxradio-checked","ui-state-active",t),null!==this.options.label&&this._updateLabel(),e!==this.options.disabled&&this._setOptions({disabled:e})}}]);var et;V.ui.checkboxradio;V.widget("ui.button",{version:"1.13.2",defaultElement:"<button>",options:{classes:{"ui-button":"ui-corner-all"},disabled:null,icon:null,iconPosition:"beginning",label:null,showLabel:!0},_getCreateOptions:function(){var t,e=this._super()||{};return this.isInput=this.element.is("input"),null!=(t=this.element[0].disabled)&&(e.disabled=t),this.originalLabel=this.isInput?this.element.val():this.element.html(),this.originalLabel&&(e.label=this.originalLabel),e},_create:function(){!this.option.showLabel&!this.options.icon&&(this.options.showLabel=!0),null==this.options.disabled&&(this.options.disabled=this.element[0].disabled||!1),this.hasTitle=!!this.element.attr("title"),this.options.label&&this.options.label!==this.originalLabel&&(this.isInput?this.element.val(this.options.label):this.element.html(this.options.label)),this._addClass("ui-button","ui-widget"),this._setOption("disabled",this.options.disabled),this._enhance(),this.element.is("a")&&this._on({keyup:function(t){t.keyCode===V.ui.keyCode.SPACE&&(t.preventDefault(),this.element[0].click?this.element[0].click():this.element.trigger("click"))}})},_enhance:function(){this.element.is("button")||this.element.attr("role","button"),this.options.icon&&(this._updateIcon("icon",this.options.icon),this._updateTooltip())},_updateTooltip:function(){this.title=this.element.attr("title"),this.options.showLabel||this.title||this.element.attr("title",this.options.label)},_updateIcon:function(t,e){var i="iconPosition"!==t,s=i?this.options.iconPosition:e,t="top"===s||"bottom"===s;this.icon?i&&this._removeClass(this.icon,null,this.options.icon):(this.icon=V("<span>"),this._addClass(this.icon,"ui-button-icon","ui-icon"),this.options.showLabel||this._addClass("ui-button-icon-only")),i&&this._addClass(this.icon,null,e),this._attachIcon(s),t?(this._addClass(this.icon,null,"ui-widget-icon-block"),this.iconSpace&&this.iconSpace.remove()):(this.iconSpace||(this.iconSpace=V("<span> </span>"),this._addClass(this.iconSpace,"ui-button-icon-space")),this._removeClass(this.icon,null,"ui-wiget-icon-block"),this._attachIconSpace(s))},_destroy:function(){this.element.removeAttr("role"),this.icon&&this.icon.remove(),this.iconSpace&&this.iconSpace.remove(),this.hasTitle||this.element.removeAttr("title")},_attachIconSpace:function(t){this.icon[/^(?:end|bottom)/.test(t)?"before":"after"](this.iconSpace)},_attachIcon:function(t){this.element[/^(?:end|bottom)/.test(t)?"append":"prepend"](this.icon)},_setOptions:function(t){var e=(void 0===t.showLabel?this.options:t).showLabel,i=(void 0===t.icon?this.options:t).icon;e||i||(t.showLabel=!0),this._super(t)},_setOption:function(t,e){"icon"===t&&(e?this._updateIcon(t,e):this.icon&&(this.icon.remove(),this.iconSpace&&this.iconSpace.remove())),"iconPosition"===t&&this._updateIcon(t,e),"showLabel"===t&&(this._toggleClass("ui-button-icon-only",null,!e),this._updateTooltip()),"label"===t&&(this.isInput?this.element.val(e):(this.element.html(e),this.icon&&(this._attachIcon(this.options.iconPosition),this._attachIconSpace(this.options.iconPosition)))),this._super(t,e),"disabled"===t&&(this._toggleClass(null,"ui-state-disabled",e),(this.element[0].disabled=e)&&this.element.trigger("blur"))},refresh:function(){var t=this.element.is("input, button")?this.element[0].disabled:this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOptions({disabled:t}),this._updateTooltip()}}),!1!==V.uiBackCompat&&(V.widget("ui.button",V.ui.button,{options:{text:!0,icons:{primary:null,secondary:null}},_create:function(){this.options.showLabel&&!this.options.text&&(this.options.showLabel=this.options.text),!this.options.showLabel&&this.options.text&&(this.options.text=this.options.showLabel),this.options.icon||!this.options.icons.primary&&!this.options.icons.secondary?this.options.icon&&(this.options.icons.primary=this.options.icon):this.options.icons.primary?this.options.icon=this.options.icons.primary:(this.options.icon=this.options.icons.secondary,this.options.iconPosition="end"),this._super()},_setOption:function(t,e){"text"!==t?("showLabel"===t&&(this.options.text=e),"icon"===t&&(this.options.icons.primary=e),"icons"===t&&(e.primary?(this._super("icon",e.primary),this._super("iconPosition","beginning")):e.secondary&&(this._super("icon",e.secondary),this._super("iconPosition","end"))),this._superApply(arguments)):this._super("showLabel",e)}}),V.fn.button=(et=V.fn.button,function(i){var t="string"==typeof i,s=Array.prototype.slice.call(arguments,1),n=this;return t?this.length||"instance"!==i?this.each(function(){var t=V(this).attr("type"),e=V.data(this,"ui-"+("checkbox"!==t&&"radio"!==t?"button":"checkboxradio"));return"instance"===i?(n=e,!1):e?"function"!=typeof e[i]||"_"===i.charAt(0)?V.error("no such method '"+i+"' for button widget instance"):(t=e[i].apply(e,s))!==e&&void 0!==t?(n=t&&t.jquery?n.pushStack(t.get()):t,!1):void 0:V.error("cannot call methods on button prior to initialization; attempted to call method '"+i+"'")}):n=void 0:(s.length&&(i=V.widget.extend.apply(null,[i].concat(s))),this.each(function(){var t=V(this).attr("type"),e="checkbox"!==t&&"radio"!==t?"button":"checkboxradio",t=V.data(this,"ui-"+e);t?(t.option(i||{}),t._init&&t._init()):"button"!=e?V(this).checkboxradio(V.extend({icon:!1},i)):et.call(V(this),i)})),n}),V.fn.buttonset=function(){return V.ui.controlgroup||V.error("Controlgroup widget missing"),"option"===arguments[0]&&"items"===arguments[1]&&arguments[2]?this.controlgroup.apply(this,[arguments[0],"items.button",arguments[2]]):"option"===arguments[0]&&"items"===arguments[1]?this.controlgroup.apply(this,[arguments[0],"items.button"]):("object"==typeof arguments[0]&&arguments[0].items&&(arguments[0].items={button:arguments[0].items}),this.controlgroup.apply(this,arguments))});var it;V.ui.button;function st(){this._curInst=null,this._keyEvent=!1,this._disabledInputs=[],this._datepickerShowing=!1,this._inDialog=!1,this._mainDivId="ui-datepicker-div",this._inlineClass="ui-datepicker-inline",this._appendClass="ui-datepicker-append",this._triggerClass="ui-datepicker-trigger",this._dialogClass="ui-datepicker-dialog",this._disableClass="ui-datepicker-disabled",this._unselectableClass="ui-datepicker-unselectable",this._currentClass="ui-datepicker-current-day",this._dayOverClass="ui-datepicker-days-cell-over",this.regional=[],this.regional[""]={closeText:"Done",prevText:"Prev",nextText:"Next",currentText:"Today",monthNames:["January","February","March","April","May","June","July","August","September","October","November","December"],monthNamesShort:["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"],dayNames:["Sunday","Monday","Tuesday","Wednesday","Thursday","Friday","Saturday"],dayNamesShort:["Sun","Mon","Tue","Wed","Thu","Fri","Sat"],dayNamesMin:["Su","Mo","Tu","We","Th","Fr","Sa"],weekHeader:"Wk",dateFormat:"mm/dd/yy",firstDay:0,isRTL:!1,showMonthAfterYear:!1,yearSuffix:"",selectMonthLabel:"Select month",selectYearLabel:"Select year"},this._defaults={showOn:"focus",showAnim:"fadeIn",showOptions:{},defaultDate:null,appendText:"",buttonText:"...",buttonImage:"",buttonImageOnly:!1,hideIfNoPrevNext:!1,navigationAsDateFormat:!1,gotoCurrent:!1,changeMonth:!1,changeYear:!1,yearRange:"c-10:c+10",showOtherMonths:!1,selectOtherMonths:!1,showWeek:!1,calculateWeek:this.iso8601Week,shortYearCutoff:"+10",minDate:null,maxDate:null,duration:"fast",beforeShowDay:null,beforeShow:null,onSelect:null,onChangeMonthYear:null,onClose:null,onUpdateDatepicker:null,numberOfMonths:1,showCurrentAtPos:0,stepMonths:1,stepBigMonths:12,altField:"",altFormat:"",constrainInput:!0,showButtonPanel:!1,autoSize:!1,disabled:!1},V.extend(this._defaults,this.regional[""]),this.regional.en=V.extend(!0,{},this.regional[""]),this.regional["en-US"]=V.extend(!0,{},this.regional.en),this.dpDiv=nt(V("<div id='"+this._mainDivId+"' class='ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all'></div>"))}function nt(t){var e="button, .ui-datepicker-prev, .ui-datepicker-next, .ui-datepicker-calendar td a";return t.on("mouseout",e,function(){V(this).removeClass("ui-state-hover"),-1!==this.className.indexOf("ui-datepicker-prev")&&V(this).removeClass("ui-datepicker-prev-hover"),-1!==this.className.indexOf("ui-datepicker-next")&&V(this).removeClass("ui-datepicker-next-hover")}).on("mouseover",e,ot)}function ot(){V.datepicker._isDisabledDatepicker((it.inline?it.dpDiv.parent():it.input)[0])||(V(this).parents(".ui-datepicker-calendar").find("a").removeClass("ui-state-hover"),V(this).addClass("ui-state-hover"),-1!==this.className.indexOf("ui-datepicker-prev")&&V(this).addClass("ui-datepicker-prev-hover"),-1!==this.className.indexOf("ui-datepicker-next")&&V(this).addClass("ui-datepicker-next-hover"))}function at(t,e){for(var i in V.extend(t,e),e)null==e[i]&&(t[i]=e[i]);return t}V.extend(V.ui,{datepicker:{version:"1.13.2"}}),V.extend(st.prototype,{markerClassName:"hasDatepicker",maxRows:4,_widgetDatepicker:function(){return this.dpDiv},setDefaults:function(t){return at(this._defaults,t||{}),this},_attachDatepicker:function(t,e){var i,s=t.nodeName.toLowerCase(),n="div"===s||"span"===s;t.id||(this.uuid+=1,t.id="dp"+this.uuid),(i=this._newInst(V(t),n)).settings=V.extend({},e||{}),"input"===s?this._connectDatepicker(t,i):n&&this._inlineDatepicker(t,i)},_newInst:function(t,e){return{id:t[0].id.replace(/([^A-Za-z0-9_\-])/g,"\\\\$1"),input:t,selectedDay:0,selectedMonth:0,selectedYear:0,drawMonth:0,drawYear:0,inline:e,dpDiv:e?nt(V("<div class='"+this._inlineClass+" ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all'></div>")):this.dpDiv}},_connectDatepicker:function(t,e){var i=V(t);e.append=V([]),e.trigger=V([]),i.hasClass(this.markerClassName)||(this._attachments(i,e),i.addClass(this.markerClassName).on("keydown",this._doKeyDown).on("keypress",this._doKeyPress).on("keyup",this._doKeyUp),this._autoSize(e),V.data(t,"datepicker",e),e.settings.disabled&&this._disableDatepicker(t))},_attachments:function(t,e){var i,s=this._get(e,"appendText"),n=this._get(e,"isRTL");e.append&&e.append.remove(),s&&(e.append=V("<span>").addClass(this._appendClass).text(s),t[n?"before":"after"](e.append)),t.off("focus",this._showDatepicker),e.trigger&&e.trigger.remove(),"focus"!==(i=this._get(e,"showOn"))&&"both"!==i||t.on("focus",this._showDatepicker),"button"!==i&&"both"!==i||(s=this._get(e,"buttonText"),i=this._get(e,"buttonImage"),this._get(e,"buttonImageOnly")?e.trigger=V("<img>").addClass(this._triggerClass).attr({src:i,alt:s,title:s}):(e.trigger=V("<button type='button'>").addClass(this._triggerClass),i?e.trigger.html(V("<img>").attr({src:i,alt:s,title:s})):e.trigger.text(s)),t[n?"before":"after"](e.trigger),e.trigger.on("click",function(){return V.datepicker._datepickerShowing&&V.datepicker._lastInput===t[0]?V.datepicker._hideDatepicker():(V.datepicker._datepickerShowing&&V.datepicker._lastInput!==t[0]&&V.datepicker._hideDatepicker(),V.datepicker._showDatepicker(t[0])),!1}))},_autoSize:function(t){var e,i,s,n,o,a;this._get(t,"autoSize")&&!t.inline&&(o=new Date(2009,11,20),(a=this._get(t,"dateFormat")).match(/[DM]/)&&(e=function(t){for(n=s=i=0;n<t.length;n++)t[n].length>i&&(i=t[n].length,s=n);return s},o.setMonth(e(this._get(t,a.match(/MM/)?"monthNames":"monthNamesShort"))),o.setDate(e(this._get(t,a.match(/DD/)?"dayNames":"dayNamesShort"))+20-o.getDay())),t.input.attr("size",this._formatDate(t,o).length))},_inlineDatepicker:function(t,e){var i=V(t);i.hasClass(this.markerClassName)||(i.addClass(this.markerClassName).append(e.dpDiv),V.data(t,"datepicker",e),this._setDate(e,this._getDefaultDate(e),!0),this._updateDatepicker(e),this._updateAlternate(e),e.settings.disabled&&this._disableDatepicker(t),e.dpDiv.css("display","block"))},_dialogDatepicker:function(t,e,i,s,n){var o,a=this._dialogInst;return a||(this.uuid+=1,o="dp"+this.uuid,this._dialogInput=V("<input type='text' id='"+o+"' style='position: absolute; top: -100px; width: 0px;'/>"),this._dialogInput.on("keydown",this._doKeyDown),V("body").append(this._dialogInput),(a=this._dialogInst=this._newInst(this._dialogInput,!1)).settings={},V.data(this._dialogInput[0],"datepicker",a)),at(a.settings,s||{}),e=e&&e.constructor===Date?this._formatDate(a,e):e,this._dialogInput.val(e),this._pos=n?n.length?n:[n.pageX,n.pageY]:null,this._pos||(o=document.documentElement.clientWidth,s=document.documentElement.clientHeight,e=document.documentElement.scrollLeft||document.body.scrollLeft,n=document.documentElement.scrollTop||document.body.scrollTop,this._pos=[o/2-100+e,s/2-150+n]),this._dialogInput.css("left",this._pos[0]+20+"px").css("top",this._pos[1]+"px"),a.settings.onSelect=i,this._inDialog=!0,this.dpDiv.addClass(this._dialogClass),this._showDatepicker(this._dialogInput[0]),V.blockUI&&V.blockUI(this.dpDiv),V.data(this._dialogInput[0],"datepicker",a),this},_destroyDatepicker:function(t){var e,i=V(t),s=V.data(t,"datepicker");i.hasClass(this.markerClassName)&&(e=t.nodeName.toLowerCase(),V.removeData(t,"datepicker"),"input"===e?(s.append.remove(),s.trigger.remove(),i.removeClass(this.markerClassName).off("focus",this._showDatepicker).off("keydown",this._doKeyDown).off("keypress",this._doKeyPress).off("keyup",this._doKeyUp)):"div"!==e&&"span"!==e||i.removeClass(this.markerClassName).empty(),it===s&&(it=null,this._curInst=null))},_enableDatepicker:function(e){var t,i=V(e),s=V.data(e,"datepicker");i.hasClass(this.markerClassName)&&("input"===(t=e.nodeName.toLowerCase())?(e.disabled=!1,s.trigger.filter("button").each(function(){this.disabled=!1}).end().filter("img").css({opacity:"1.0",cursor:""})):"div"!==t&&"span"!==t||((i=i.children("."+this._inlineClass)).children().removeClass("ui-state-disabled"),i.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!1)),this._disabledInputs=V.map(this._disabledInputs,function(t){return t===e?null:t}))},_disableDatepicker:function(e){var t,i=V(e),s=V.data(e,"datepicker");i.hasClass(this.markerClassName)&&("input"===(t=e.nodeName.toLowerCase())?(e.disabled=!0,s.trigger.filter("button").each(function(){this.disabled=!0}).end().filter("img").css({opacity:"0.5",cursor:"default"})):"div"!==t&&"span"!==t||((i=i.children("."+this._inlineClass)).children().addClass("ui-state-disabled"),i.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!0)),this._disabledInputs=V.map(this._disabledInputs,function(t){return t===e?null:t}),this._disabledInputs[this._disabledInputs.length]=e)},_isDisabledDatepicker:function(t){if(!t)return!1;for(var e=0;e<this._disabledInputs.length;e++)if(this._disabledInputs[e]===t)return!0;return!1},_getInst:function(t){try{return V.data(t,"datepicker")}catch(t){throw"Missing instance data for this datepicker"}},_optionDatepicker:function(t,e,i){var s,n,o=this._getInst(t);if(2===arguments.length&&"string"==typeof e)return"defaults"===e?V.extend({},V.datepicker._defaults):o?"all"===e?V.extend({},o.settings):this._get(o,e):null;s=e||{},"string"==typeof e&&((s={})[e]=i),o&&(this._curInst===o&&this._hideDatepicker(),n=this._getDateDatepicker(t,!0),e=this._getMinMaxDate(o,"min"),i=this._getMinMaxDate(o,"max"),at(o.settings,s),null!==e&&void 0!==s.dateFormat&&void 0===s.minDate&&(o.settings.minDate=this._formatDate(o,e)),null!==i&&void 0!==s.dateFormat&&void 0===s.maxDate&&(o.settings.maxDate=this._formatDate(o,i)),"disabled"in s&&(s.disabled?this._disableDatepicker(t):this._enableDatepicker(t)),this._attachments(V(t),o),this._autoSize(o),this._setDate(o,n),this._updateAlternate(o),this._updateDatepicker(o))},_changeDatepicker:function(t,e,i){this._optionDatepicker(t,e,i)},_refreshDatepicker:function(t){t=this._getInst(t);t&&this._updateDatepicker(t)},_setDateDatepicker:function(t,e){t=this._getInst(t);t&&(this._setDate(t,e),this._updateDatepicker(t),this._updateAlternate(t))},_getDateDatepicker:function(t,e){t=this._getInst(t);return t&&!t.inline&&this._setDateFromField(t,e),t?this._getDate(t):null},_doKeyDown:function(t){var e,i,s=V.datepicker._getInst(t.target),n=!0,o=s.dpDiv.is(".ui-datepicker-rtl");if(s._keyEvent=!0,V.datepicker._datepickerShowing)switch(t.keyCode){case 9:V.datepicker._hideDatepicker(),n=!1;break;case 13:return(i=V("td."+V.datepicker._dayOverClass+":not(."+V.datepicker._currentClass+")",s.dpDiv))[0]&&V.datepicker._selectDay(t.target,s.selectedMonth,s.selectedYear,i[0]),(e=V.datepicker._get(s,"onSelect"))?(i=V.datepicker._formatDate(s),e.apply(s.input?s.input[0]:null,[i,s])):V.datepicker._hideDatepicker(),!1;case 27:V.datepicker._hideDatepicker();break;case 33:V.datepicker._adjustDate(t.target,t.ctrlKey?-V.datepicker._get(s,"stepBigMonths"):-V.datepicker._get(s,"stepMonths"),"M");break;case 34:V.datepicker._adjustDate(t.target,t.ctrlKey?+V.datepicker._get(s,"stepBigMonths"):+V.datepicker._get(s,"stepMonths"),"M");break;case 35:(t.ctrlKey||t.metaKey)&&V.datepicker._clearDate(t.target),n=t.ctrlKey||t.metaKey;break;case 36:(t.ctrlKey||t.metaKey)&&V.datepicker._gotoToday(t.target),n=t.ctrlKey||t.metaKey;break;case 37:(t.ctrlKey||t.metaKey)&&V.datepicker._adjustDate(t.target,o?1:-1,"D"),n=t.ctrlKey||t.metaKey,t.originalEvent.altKey&&V.datepicker._adjustDate(t.target,t.ctrlKey?-V.datepicker._get(s,"stepBigMonths"):-V.datepicker._get(s,"stepMonths"),"M");break;case 38:(t.ctrlKey||t.metaKey)&&V.datepicker._adjustDate(t.target,-7,"D"),n=t.ctrlKey||t.metaKey;break;case 39:(t.ctrlKey||t.metaKey)&&V.datepicker._adjustDate(t.target,o?-1:1,"D"),n=t.ctrlKey||t.metaKey,t.originalEvent.altKey&&V.datepicker._adjustDate(t.target,t.ctrlKey?+V.datepicker._get(s,"stepBigMonths"):+V.datepicker._get(s,"stepMonths"),"M");break;case 40:(t.ctrlKey||t.metaKey)&&V.datepicker._adjustDate(t.target,7,"D"),n=t.ctrlKey||t.metaKey;break;default:n=!1}else 36===t.keyCode&&t.ctrlKey?V.datepicker._showDatepicker(this):n=!1;n&&(t.preventDefault(),t.stopPropagation())},_doKeyPress:function(t){var e,i=V.datepicker._getInst(t.target);if(V.datepicker._get(i,"constrainInput"))return e=V.datepicker._possibleChars(V.datepicker._get(i,"dateFormat")),i=String.fromCharCode(null==t.charCode?t.keyCode:t.charCode),t.ctrlKey||t.metaKey||i<" "||!e||-1<e.indexOf(i)},_doKeyUp:function(t){t=V.datepicker._getInst(t.target);if(t.input.val()!==t.lastVal)try{V.datepicker.parseDate(V.datepicker._get(t,"dateFormat"),t.input?t.input.val():null,V.datepicker._getFormatConfig(t))&&(V.datepicker._setDateFromField(t),V.datepicker._updateAlternate(t),V.datepicker._updateDatepicker(t))}catch(t){}return!0},_showDatepicker:function(t){var e,i,s,n;"input"!==(t=t.target||t).nodeName.toLowerCase()&&(t=V("input",t.parentNode)[0]),V.datepicker._isDisabledDatepicker(t)||V.datepicker._lastInput===t||(n=V.datepicker._getInst(t),V.datepicker._curInst&&V.datepicker._curInst!==n&&(V.datepicker._curInst.dpDiv.stop(!0,!0),n&&V.datepicker._datepickerShowing&&V.datepicker._hideDatepicker(V.datepicker._curInst.input[0])),!1!==(i=(s=V.datepicker._get(n,"beforeShow"))?s.apply(t,[t,n]):{})&&(at(n.settings,i),n.lastVal=null,V.datepicker._lastInput=t,V.datepicker._setDateFromField(n),V.datepicker._inDialog&&(t.value=""),V.datepicker._pos||(V.datepicker._pos=V.datepicker._findPos(t),V.datepicker._pos[1]+=t.offsetHeight),e=!1,V(t).parents().each(function(){return!(e|="fixed"===V(this).css("position"))}),s={left:V.datepicker._pos[0],top:V.datepicker._pos[1]},V.datepicker._pos=null,n.dpDiv.empty(),n.dpDiv.css({position:"absolute",display:"block",top:"-1000px"}),V.datepicker._updateDatepicker(n),s=V.datepicker._checkOffset(n,s,e),n.dpDiv.css({position:V.datepicker._inDialog&&V.blockUI?"static":e?"fixed":"absolute",display:"none",left:s.left+"px",top:s.top+"px"}),n.inline||(i=V.datepicker._get(n,"showAnim"),s=V.datepicker._get(n,"duration"),n.dpDiv.css("z-index",function(t){for(var e,i;t.length&&t[0]!==document;){if(("absolute"===(e=t.css("position"))||"relative"===e||"fixed"===e)&&(i=parseInt(t.css("zIndex"),10),!isNaN(i)&&0!==i))return i;t=t.parent()}return 0}(V(t))+1),V.datepicker._datepickerShowing=!0,V.effects&&V.effects.effect[i]?n.dpDiv.show(i,V.datepicker._get(n,"showOptions"),s):n.dpDiv[i||"show"](i?s:null),V.datepicker._shouldFocusInput(n)&&n.input.trigger("focus"),V.datepicker._curInst=n)))},_updateDatepicker:function(t){this.maxRows=4,(it=t).dpDiv.empty().append(this._generateHTML(t)),this._attachHandlers(t);var e,i=this._getNumberOfMonths(t),s=i[1],n=t.dpDiv.find("."+this._dayOverClass+" a"),o=V.datepicker._get(t,"onUpdateDatepicker");0<n.length&&ot.apply(n.get(0)),t.dpDiv.removeClass("ui-datepicker-multi-2 ui-datepicker-multi-3 ui-datepicker-multi-4").width(""),1<s&&t.dpDiv.addClass("ui-datepicker-multi-"+s).css("width",17*s+"em"),t.dpDiv[(1!==i[0]||1!==i[1]?"add":"remove")+"Class"]("ui-datepicker-multi"),t.dpDiv[(this._get(t,"isRTL")?"add":"remove")+"Class"]("ui-datepicker-rtl"),t===V.datepicker._curInst&&V.datepicker._datepickerShowing&&V.datepicker._shouldFocusInput(t)&&t.input.trigger("focus"),t.yearshtml&&(e=t.yearshtml,setTimeout(function(){e===t.yearshtml&&t.yearshtml&&t.dpDiv.find("select.ui-datepicker-year").first().replaceWith(t.yearshtml),e=t.yearshtml=null},0)),o&&o.apply(t.input?t.input[0]:null,[t])},_shouldFocusInput:function(t){return t.input&&t.input.is(":visible")&&!t.input.is(":disabled")&&!t.input.is(":focus")},_checkOffset:function(t,e,i){var s=t.dpDiv.outerWidth(),n=t.dpDiv.outerHeight(),o=t.input?t.input.outerWidth():0,a=t.input?t.input.outerHeight():0,r=document.documentElement.clientWidth+(i?0:V(document).scrollLeft()),l=document.documentElement.clientHeight+(i?0:V(document).scrollTop());return e.left-=this._get(t,"isRTL")?s-o:0,e.left-=i&&e.left===t.input.offset().left?V(document).scrollLeft():0,e.top-=i&&e.top===t.input.offset().top+a?V(document).scrollTop():0,e.left-=Math.min(e.left,e.left+s>r&&s<r?Math.abs(e.left+s-r):0),e.top-=Math.min(e.top,e.top+n>l&&n<l?Math.abs(n+a):0),e},_findPos:function(t){for(var e=this._getInst(t),i=this._get(e,"isRTL");t&&("hidden"===t.type||1!==t.nodeType||V.expr.pseudos.hidden(t));)t=t[i?"previousSibling":"nextSibling"];return[(e=V(t).offset()).left,e.top]},_hideDatepicker:function(t){var e,i,s=this._curInst;!s||t&&s!==V.data(t,"datepicker")||this._datepickerShowing&&(e=this._get(s,"showAnim"),i=this._get(s,"duration"),t=function(){V.datepicker._tidyDialog(s)},V.effects&&(V.effects.effect[e]||V.effects[e])?s.dpDiv.hide(e,V.datepicker._get(s,"showOptions"),i,t):s.dpDiv["slideDown"===e?"slideUp":"fadeIn"===e?"fadeOut":"hide"](e?i:null,t),e||t(),this._datepickerShowing=!1,(t=this._get(s,"onClose"))&&t.apply(s.input?s.input[0]:null,[s.input?s.input.val():"",s]),this._lastInput=null,this._inDialog&&(this._dialogInput.css({position:"absolute",left:"0",top:"-100px"}),V.blockUI&&(V.unblockUI(),V("body").append(this.dpDiv))),this._inDialog=!1)},_tidyDialog:function(t){t.dpDiv.removeClass(this._dialogClass).off(".ui-datepicker-calendar")},_checkExternalClick:function(t){var e;V.datepicker._curInst&&(e=V(t.target),t=V.datepicker._getInst(e[0]),(e[0].id===V.datepicker._mainDivId||0!==e.parents("#"+V.datepicker._mainDivId).length||e.hasClass(V.datepicker.markerClassName)||e.closest("."+V.datepicker._triggerClass).length||!V.datepicker._datepickerShowing||V.datepicker._inDialog&&V.blockUI)&&(!e.hasClass(V.datepicker.markerClassName)||V.datepicker._curInst===t)||V.datepicker._hideDatepicker())},_adjustDate:function(t,e,i){var s=V(t),t=this._getInst(s[0]);this._isDisabledDatepicker(s[0])||(this._adjustInstDate(t,e,i),this._updateDatepicker(t))},_gotoToday:function(t){var e=V(t),i=this._getInst(e[0]);this._get(i,"gotoCurrent")&&i.currentDay?(i.selectedDay=i.currentDay,i.drawMonth=i.selectedMonth=i.currentMonth,i.drawYear=i.selectedYear=i.currentYear):(t=new Date,i.selectedDay=t.getDate(),i.drawMonth=i.selectedMonth=t.getMonth(),i.drawYear=i.selectedYear=t.getFullYear()),this._notifyChange(i),this._adjustDate(e)},_selectMonthYear:function(t,e,i){var s=V(t),t=this._getInst(s[0]);t["selected"+("M"===i?"Month":"Year")]=t["draw"+("M"===i?"Month":"Year")]=parseInt(e.options[e.selectedIndex].value,10),this._notifyChange(t),this._adjustDate(s)},_selectDay:function(t,e,i,s){var n=V(t);V(s).hasClass(this._unselectableClass)||this._isDisabledDatepicker(n[0])||((n=this._getInst(n[0])).selectedDay=n.currentDay=parseInt(V("a",s).attr("data-date")),n.selectedMonth=n.currentMonth=e,n.selectedYear=n.currentYear=i,this._selectDate(t,this._formatDate(n,n.currentDay,n.currentMonth,n.currentYear)))},_clearDate:function(t){t=V(t);this._selectDate(t,"")},_selectDate:function(t,e){var i=V(t),t=this._getInst(i[0]);e=null!=e?e:this._formatDate(t),t.input&&t.input.val(e),this._updateAlternate(t),(i=this._get(t,"onSelect"))?i.apply(t.input?t.input[0]:null,[e,t]):t.input&&t.input.trigger("change"),t.inline?this._updateDatepicker(t):(this._hideDatepicker(),this._lastInput=t.input[0],"object"!=typeof t.input[0]&&t.input.trigger("focus"),this._lastInput=null)},_updateAlternate:function(t){var e,i,s=this._get(t,"altField");s&&(e=this._get(t,"altFormat")||this._get(t,"dateFormat"),i=this._getDate(t),t=this.formatDate(e,i,this._getFormatConfig(t)),V(document).find(s).val(t))},noWeekends:function(t){t=t.getDay();return[0<t&&t<6,""]},iso8601Week:function(t){var e=new Date(t.getTime());return e.setDate(e.getDate()+4-(e.getDay()||7)),t=e.getTime(),e.setMonth(0),e.setDate(1),Math.floor(Math.round((t-e)/864e5)/7)+1},parseDate:function(e,n,t){if(null==e||null==n)throw"Invalid arguments";if(""===(n="object"==typeof n?n.toString():n+""))return null;for(var i,s,o,a=0,r=(t?t.shortYearCutoff:null)||this._defaults.shortYearCutoff,r="string"!=typeof r?r:(new Date).getFullYear()%100+parseInt(r,10),l=(t?t.dayNamesShort:null)||this._defaults.dayNamesShort,h=(t?t.dayNames:null)||this._defaults.dayNames,c=(t?t.monthNamesShort:null)||this._defaults.monthNamesShort,u=(t?t.monthNames:null)||this._defaults.monthNames,d=-1,p=-1,f=-1,g=-1,m=!1,_=function(t){t=w+1<e.length&&e.charAt(w+1)===t;return t&&w++,t},v=function(t){var e=_(t),e="@"===t?14:"!"===t?20:"y"===t&&e?4:"o"===t?3:2,e=new RegExp("^\\d{"+("y"===t?e:1)+","+e+"}"),e=n.substring(a).match(e);if(!e)throw"Missing number at position "+a;return a+=e[0].length,parseInt(e[0],10)},b=function(t,e,i){var s=-1,e=V.map(_(t)?i:e,function(t,e){return[[e,t]]}).sort(function(t,e){return-(t[1].length-e[1].length)});if(V.each(e,function(t,e){var i=e[1];if(n.substr(a,i.length).toLowerCase()===i.toLowerCase())return s=e[0],a+=i.length,!1}),-1!==s)return s+1;throw"Unknown name at position "+a},y=function(){if(n.charAt(a)!==e.charAt(w))throw"Unexpected literal at position "+a;a++},w=0;w<e.length;w++)if(m)"'"!==e.charAt(w)||_("'")?y():m=!1;else switch(e.charAt(w)){case"d":f=v("d");break;case"D":b("D",l,h);break;case"o":g=v("o");break;case"m":p=v("m");break;case"M":p=b("M",c,u);break;case"y":d=v("y");break;case"@":d=(o=new Date(v("@"))).getFullYear(),p=o.getMonth()+1,f=o.getDate();break;case"!":d=(o=new Date((v("!")-this._ticksTo1970)/1e4)).getFullYear(),p=o.getMonth()+1,f=o.getDate();break;case"'":_("'")?y():m=!0;break;default:y()}if(a<n.length&&(s=n.substr(a),!/^\s+/.test(s)))throw"Extra/unparsed characters found in date: "+s;if(-1===d?d=(new Date).getFullYear():d<100&&(d+=(new Date).getFullYear()-(new Date).getFullYear()%100+(d<=r?0:-100)),-1<g)for(p=1,f=g;;){if(f<=(i=this._getDaysInMonth(d,p-1)))break;p++,f-=i}if((o=this._daylightSavingAdjust(new Date(d,p-1,f))).getFullYear()!==d||o.getMonth()+1!==p||o.getDate()!==f)throw"Invalid date";return o},ATOM:"yy-mm-dd",COOKIE:"D, dd M yy",ISO_8601:"yy-mm-dd",RFC_822:"D, d M y",RFC_850:"DD, dd-M-y",RFC_1036:"D, d M y",RFC_1123:"D, d M yy",RFC_2822:"D, d M yy",RSS:"D, d M y",TICKS:"!",TIMESTAMP:"@",W3C:"yy-mm-dd",_ticksTo1970:24*(718685+Math.floor(492.5)-Math.floor(19.7)+Math.floor(4.925))*60*60*1e7,formatDate:function(e,t,i){if(!t)return"";function s(t,e,i){var s=""+e;if(c(t))for(;s.length<i;)s="0"+s;return s}function n(t,e,i,s){return(c(t)?s:i)[e]}var o,a=(i?i.dayNamesShort:null)||this._defaults.dayNamesShort,r=(i?i.dayNames:null)||this._defaults.dayNames,l=(i?i.monthNamesShort:null)||this._defaults.monthNamesShort,h=(i?i.monthNames:null)||this._defaults.monthNames,c=function(t){t=o+1<e.length&&e.charAt(o+1)===t;return t&&o++,t},u="",d=!1;if(t)for(o=0;o<e.length;o++)if(d)"'"!==e.charAt(o)||c("'")?u+=e.charAt(o):d=!1;else switch(e.charAt(o)){case"d":u+=s("d",t.getDate(),2);break;case"D":u+=n("D",t.getDay(),a,r);break;case"o":u+=s("o",Math.round((new Date(t.getFullYear(),t.getMonth(),t.getDate()).getTime()-new Date(t.getFullYear(),0,0).getTime())/864e5),3);break;case"m":u+=s("m",t.getMonth()+1,2);break;case"M":u+=n("M",t.getMonth(),l,h);break;case"y":u+=c("y")?t.getFullYear():(t.getFullYear()%100<10?"0":"")+t.getFullYear()%100;break;case"@":u+=t.getTime();break;case"!":u+=1e4*t.getTime()+this._ticksTo1970;break;case"'":c("'")?u+="'":d=!0;break;default:u+=e.charAt(o)}return u},_possibleChars:function(e){for(var t="",i=!1,s=function(t){t=n+1<e.length&&e.charAt(n+1)===t;return t&&n++,t},n=0;n<e.length;n++)if(i)"'"!==e.charAt(n)||s("'")?t+=e.charAt(n):i=!1;else switch(e.charAt(n)){case"d":case"m":case"y":case"@":t+="0123456789";break;case"D":case"M":return null;case"'":s("'")?t+="'":i=!0;break;default:t+=e.charAt(n)}return t},_get:function(t,e){return(void 0!==t.settings[e]?t.settings:this._defaults)[e]},_setDateFromField:function(t,e){if(t.input.val()!==t.lastVal){var i=this._get(t,"dateFormat"),s=t.lastVal=t.input?t.input.val():null,n=this._getDefaultDate(t),o=n,a=this._getFormatConfig(t);try{o=this.parseDate(i,s,a)||n}catch(t){s=e?"":s}t.selectedDay=o.getDate(),t.drawMonth=t.selectedMonth=o.getMonth(),t.drawYear=t.selectedYear=o.getFullYear(),t.currentDay=s?o.getDate():0,t.currentMonth=s?o.getMonth():0,t.currentYear=s?o.getFullYear():0,this._adjustInstDate(t)}},_getDefaultDate:function(t){return this._restrictMinMax(t,this._determineDate(t,this._get(t,"defaultDate"),new Date))},_determineDate:function(r,t,e){var i,s,t=null==t||""===t?e:"string"==typeof t?function(t){try{return V.datepicker.parseDate(V.datepicker._get(r,"dateFormat"),t,V.datepicker._getFormatConfig(r))}catch(t){}for(var e=(t.toLowerCase().match(/^c/)?V.datepicker._getDate(r):null)||new Date,i=e.getFullYear(),s=e.getMonth(),n=e.getDate(),o=/([+\-]?[0-9]+)\s*(d|D|w|W|m|M|y|Y)?/g,a=o.exec(t);a;){switch(a[2]||"d"){case"d":case"D":n+=parseInt(a[1],10);break;case"w":case"W":n+=7*parseInt(a[1],10);break;case"m":case"M":s+=parseInt(a[1],10),n=Math.min(n,V.datepicker._getDaysInMonth(i,s));break;case"y":case"Y":i+=parseInt(a[1],10),n=Math.min(n,V.datepicker._getDaysInMonth(i,s))}a=o.exec(t)}return new Date(i,s,n)}(t):"number"==typeof t?isNaN(t)?e:(i=t,(s=new Date).setDate(s.getDate()+i),s):new Date(t.getTime());return(t=t&&"Invalid Date"===t.toString()?e:t)&&(t.setHours(0),t.setMinutes(0),t.setSeconds(0),t.setMilliseconds(0)),this._daylightSavingAdjust(t)},_daylightSavingAdjust:function(t){return t?(t.setHours(12<t.getHours()?t.getHours()+2:0),t):null},_setDate:function(t,e,i){var s=!e,n=t.selectedMonth,o=t.selectedYear,e=this._restrictMinMax(t,this._determineDate(t,e,new 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ui-helper-clearfix"+y+"'>"+(/all|left/.test(y)&&0===m?N?s:i:"")+(/all|right/.test(y)&&0===m?N?i:s:"")+this._generateMonthYearHeader(t,K,U,j,q,0<m||0<v,l,h)+"</div><table class='ui-datepicker-calendar'><thead><tr>",x=o?"<th class='ui-datepicker-week-col'>"+this._get(t,"weekHeader")+"</th>":"",g=0;g<7;g++)x+="<th scope='col'"+(5<=(g+n+6)%7?" class='ui-datepicker-week-end'":"")+"><span title='"+a[k=(g+n)%7]+"'>"+r[k]+"</span></th>";for(w+=x+"</tr></thead><tbody>",D=this._getDaysInMonth(U,K),U===t.selectedYear&&K===t.selectedMonth&&(t.selectedDay=Math.min(t.selectedDay,D)),C=(this._getFirstDayOfMonth(U,K)-n+7)%7,D=Math.ceil((C+D)/7),I=Y&&this.maxRows>D?this.maxRows:D,this.maxRows=I,T=this._daylightSavingAdjust(new Date(U,K,1-C)),P=0;P<I;P++){for(w+="<tr>",M=o?"<td class='ui-datepicker-week-col'>"+this._get(t,"calculateWeek")(T)+"</td>":"",g=0;g<7;g++)S=c?c.apply(t.input?t.input[0]:null,[T]):[!0,""],z=(H=T.getMonth()!==K)&&!d||!S[0]||j&&T<j||q&&q<T,M+="<td class='"+(5<=(g+n+6)%7?" ui-datepicker-week-end":"")+(H?" ui-datepicker-other-month":"")+(T.getTime()===b.getTime()&&K===t.selectedMonth&&t._keyEvent||p.getTime()===T.getTime()&&p.getTime()===b.getTime()?" 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this.helper=this._createHelper(t),this._addClass(this.helper,"ui-draggable-dragging"),this._cacheHelperProportions(),V.ui.ddmanager&&(V.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=0<this.helper.parents().filter(function(){return"fixed"===V(this).css("position")}).length,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,e.cursorAt&&this._adjustOffsetFromHelper(e.cursorAt),this._setContainment(),!1===this._trigger("start",t)?(this._clear(),!1):(this._cacheHelperProportions(),V.ui.ddmanager&&!e.dropBehaviour&&V.ui.ddmanager.prepareOffsets(this,t),this._mouseDrag(t,!0),V.ui.ddmanager&&V.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(t){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:t.pageX-this.offset.left,top:t.pageY-this.offset.top}},_mouseDrag:function(t,e){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!e){e=this._uiHash();if(!1===this._trigger("drag",t,e))return 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this.helper.is(".ui-draggable-dragging")?this._mouseUp(new V.Event("mouseup",{target:this.element[0]})):this._clear(),this},_getHandle:function(t){return!this.options.handle||!!V(t.target).closest(this.element.find(this.options.handle)).length},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this._addClass(this.handleElement,"ui-draggable-handle")},_removeHandleClassName:function(){this._removeClass(this.handleElement,"ui-draggable-handle")},_createHelper:function(t){var e=this.options,i="function"==typeof e.helper,t=i?V(e.helper.apply(this.element[0],[t])):"clone"===e.helper?this.element.clone().removeAttr("id"):this.element;return t.parents("body").length||t.appendTo("parent"===e.appendTo?this.element[0].parentNode:e.appendTo),i&&t[0]===this.element[0]&&this._setPositionRelative(),t[0]===this.element[0]||/(fixed|absolute)/.test(t.css("position"))||t.css("position","absolute"),t},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),"left"in(t=Array.isArray(t)?{left:+t[0],top:+t[1]||0}:t)&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(t){return/(html|body)/i.test(t.tagName)||t===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),e=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==e&&V.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),{top:(t=this._isRootNode(this.offsetParent[0])?{top:0,left:0}:t).top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var t=this.element.position(),e=this._isRootNode(this.scrollParent[0]);return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+(e?0:this.scrollParent.scrollTop()),left:t.left-(parseInt(this.helper.css("left"),10)||0)+(e?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,e,i,s=this.options,n=this.document[0];this.relativeContainer=null,s.containment?"window"!==s.containment?"document"!==s.containment?s.containment.constructor!==Array?("parent"===s.containment&&(s.containment=this.helper[0].parentNode),(i=(e=V(s.containment))[0])&&(t=/(scroll|auto)/.test(e.css("overflow")),this.containment=[(parseInt(e.css("borderLeftWidth"),10)||0)+(parseInt(e.css("paddingLeft"),10)||0),(parseInt(e.css("borderTopWidth"),10)||0)+(parseInt(e.css("paddingTop"),10)||0),(t?Math.max(i.scrollWidth,i.offsetWidth):i.offsetWidth)-(parseInt(e.css("borderRightWidth"),10)||0)-(parseInt(e.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(i.scrollHeight,i.offsetHeight):i.offsetHeight)-(parseInt(e.css("borderBottomWidth"),10)||0)-(parseInt(e.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=e)):this.containment=s.containment:this.containment=[0,0,V(n).width()-this.helperProportions.width-this.margins.left,(V(n).height()||n.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]:this.containment=[V(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,V(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,V(window).scrollLeft()+V(window).width()-this.helperProportions.width-this.margins.left,V(window).scrollTop()+(V(window).height()||n.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]:this.containment=null},_convertPositionTo:function(t,e){e=e||this.position;var i="absolute"===t?1:-1,t=this._isRootNode(this.scrollParent[0]);return{top:e.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:t?0:this.offset.scroll.top)*i,left:e.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:t?0:this.offset.scroll.left)*i}},_generatePosition:function(t,e){var i,s=this.options,n=this._isRootNode(this.scrollParent[0]),o=t.pageX,a=t.pageY;return n&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),e&&(this.containment&&(i=this.relativeContainer?(i=this.relativeContainer.offset(),[this.containment[0]+i.left,this.containment[1]+i.top,this.containment[2]+i.left,this.containment[3]+i.top]):this.containment,t.pageX-this.offset.click.left<i[0]&&(o=i[0]+this.offset.click.left),t.pageY-this.offset.click.top<i[1]&&(a=i[1]+this.offset.click.top),t.pageX-this.offset.click.left>i[2]&&(o=i[2]+this.offset.click.left),t.pageY-this.offset.click.top>i[3]&&(a=i[3]+this.offset.click.top)),s.grid&&(t=s.grid[1]?this.originalPageY+Math.round((a-this.originalPageY)/s.grid[1])*s.grid[1]:this.originalPageY,a=!i||t-this.offset.click.top>=i[1]||t-this.offset.click.top>i[3]?t:t-this.offset.click.top>=i[1]?t-s.grid[1]:t+s.grid[1],t=s.grid[0]?this.originalPageX+Math.round((o-this.originalPageX)/s.grid[0])*s.grid[0]:this.originalPageX,o=!i||t-this.offset.click.left>=i[0]||t-this.offset.click.left>i[2]?t:t-this.offset.click.left>=i[0]?t-s.grid[0]:t+s.grid[0]),"y"===s.axis&&(o=this.originalPageX),"x"===s.axis&&(a=this.originalPageY)),{top:a-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:n?0:this.offset.scroll.top),left:o-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:n?0:this.offset.scroll.left)}},_clear:function(){this._removeClass(this.helper,"ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_trigger:function(t,e,i){return i=i||this._uiHash(),V.ui.plugin.call(this,t,[e,i,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),i.offset=this.positionAbs),V.Widget.prototype._trigger.call(this,t,e,i)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),V.ui.plugin.add("draggable","connectToSortable",{start:function(e,t,i){var s=V.extend({},t,{item:i.element});i.sortables=[],V(i.options.connectToSortable).each(function(){var t=V(this).sortable("instance");t&&!t.options.disabled&&(i.sortables.push(t),t.refreshPositions(),t._trigger("activate",e,s))})},stop:function(e,t,i){var s=V.extend({},t,{item:i.element});i.cancelHelperRemoval=!1,V.each(i.sortables,function(){var t=this;t.isOver?(t.isOver=0,i.cancelHelperRemoval=!0,t.cancelHelperRemoval=!1,t._storedCSS={position:t.placeholder.css("position"),top:t.placeholder.css("top"),left:t.placeholder.css("left")},t._mouseStop(e),t.options.helper=t.options._helper):(t.cancelHelperRemoval=!0,t._trigger("deactivate",e,s))})},drag:function(i,s,n){V.each(n.sortables,function(){var t=!1,e=this;e.positionAbs=n.positionAbs,e.helperProportions=n.helperProportions,e.offset.click=n.offset.click,e._intersectsWith(e.containerCache)&&(t=!0,V.each(n.sortables,function(){return this.positionAbs=n.positionAbs,this.helperProportions=n.helperProportions,this.offset.click=n.offset.click,t=this!==e&&this._intersectsWith(this.containerCache)&&V.contains(e.element[0],this.element[0])?!1:t})),t?(e.isOver||(e.isOver=1,n._parent=s.helper.parent(),e.currentItem=s.helper.appendTo(e.element).data("ui-sortable-item",!0),e.options._helper=e.options.helper,e.options.helper=function(){return s.helper[0]},i.target=e.currentItem[0],e._mouseCapture(i,!0),e._mouseStart(i,!0,!0),e.offset.click.top=n.offset.click.top,e.offset.click.left=n.offset.click.left,e.offset.parent.left-=n.offset.parent.left-e.offset.parent.left,e.offset.parent.top-=n.offset.parent.top-e.offset.parent.top,n._trigger("toSortable",i),n.dropped=e.element,V.each(n.sortables,function(){this.refreshPositions()}),n.currentItem=n.element,e.fromOutside=n),e.currentItem&&(e._mouseDrag(i),s.position=e.position)):e.isOver&&(e.isOver=0,e.cancelHelperRemoval=!0,e.options._revert=e.options.revert,e.options.revert=!1,e._trigger("out",i,e._uiHash(e)),e._mouseStop(i,!0),e.options.revert=e.options._revert,e.options.helper=e.options._helper,e.placeholder&&e.placeholder.remove(),s.helper.appendTo(n._parent),n._refreshOffsets(i),s.position=n._generatePosition(i,!0),n._trigger("fromSortable",i),n.dropped=!1,V.each(n.sortables,function(){this.refreshPositions()}))})}}),V.ui.plugin.add("draggable","cursor",{start:function(t,e,i){var s=V("body"),i=i.options;s.css("cursor")&&(i._cursor=s.css("cursor")),s.css("cursor",i.cursor)},stop:function(t,e,i){i=i.options;i._cursor&&V("body").css("cursor",i._cursor)}}),V.ui.plugin.add("draggable","opacity",{start:function(t,e,i){e=V(e.helper),i=i.options;e.css("opacity")&&(i._opacity=e.css("opacity")),e.css("opacity",i.opacity)},stop:function(t,e,i){i=i.options;i._opacity&&V(e.helper).css("opacity",i._opacity)}}),V.ui.plugin.add("draggable","scroll",{start:function(t,e,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,e,i){var s=i.options,n=!1,o=i.scrollParentNotHidden[0],a=i.document[0];o!==a&&"HTML"!==o.tagName?(s.axis&&"x"===s.axis||(i.overflowOffset.top+o.offsetHeight-t.pageY<s.scrollSensitivity?o.scrollTop=n=o.scrollTop+s.scrollSpeed:t.pageY-i.overflowOffset.top<s.scrollSensitivity&&(o.scrollTop=n=o.scrollTop-s.scrollSpeed)),s.axis&&"y"===s.axis||(i.overflowOffset.left+o.offsetWidth-t.pageX<s.scrollSensitivity?o.scrollLeft=n=o.scrollLeft+s.scrollSpeed:t.pageX-i.overflowOffset.left<s.scrollSensitivity&&(o.scrollLeft=n=o.scrollLeft-s.scrollSpeed))):(s.axis&&"x"===s.axis||(t.pageY-V(a).scrollTop()<s.scrollSensitivity?n=V(a).scrollTop(V(a).scrollTop()-s.scrollSpeed):V(window).height()-(t.pageY-V(a).scrollTop())<s.scrollSensitivity&&(n=V(a).scrollTop(V(a).scrollTop()+s.scrollSpeed))),s.axis&&"y"===s.axis||(t.pageX-V(a).scrollLeft()<s.scrollSensitivity?n=V(a).scrollLeft(V(a).scrollLeft()-s.scrollSpeed):V(window).width()-(t.pageX-V(a).scrollLeft())<s.scrollSensitivity&&(n=V(a).scrollLeft(V(a).scrollLeft()+s.scrollSpeed)))),!1!==n&&V.ui.ddmanager&&!s.dropBehaviour&&V.ui.ddmanager.prepareOffsets(i,t)}}),V.ui.plugin.add("draggable","snap",{start:function(t,e,i){var s=i.options;i.snapElements=[],V(s.snap.constructor!==String?s.snap.items||":data(ui-draggable)":s.snap).each(function(){var t=V(this),e=t.offset();this!==i.element[0]&&i.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:e.top,left:e.left})})},drag:function(t,e,i){for(var s,n,o,a,r,l,h,c,u,d=i.options,p=d.snapTolerance,f=e.offset.left,g=f+i.helperProportions.width,m=e.offset.top,_=m+i.helperProportions.height,v=i.snapElements.length-1;0<=v;v--)l=(r=i.snapElements[v].left-i.margins.left)+i.snapElements[v].width,c=(h=i.snapElements[v].top-i.margins.top)+i.snapElements[v].height,g<r-p||l+p<f||_<h-p||c+p<m||!V.contains(i.snapElements[v].item.ownerDocument,i.snapElements[v].item)?(i.snapElements[v].snapping&&i.options.snap.release&&i.options.snap.release.call(i.element,t,V.extend(i._uiHash(),{snapItem:i.snapElements[v].item})),i.snapElements[v].snapping=!1):("inner"!==d.snapMode&&(s=Math.abs(h-_)<=p,n=Math.abs(c-m)<=p,o=Math.abs(r-g)<=p,a=Math.abs(l-f)<=p,s&&(e.position.top=i._convertPositionTo("relative",{top:h-i.helperProportions.height,left:0}).top),n&&(e.position.top=i._convertPositionTo("relative",{top:c,left:0}).top),o&&(e.position.left=i._convertPositionTo("relative",{top:0,left:r-i.helperProportions.width}).left),a&&(e.position.left=i._convertPositionTo("relative",{top:0,left:l}).left)),u=s||n||o||a,"outer"!==d.snapMode&&(s=Math.abs(h-m)<=p,n=Math.abs(c-_)<=p,o=Math.abs(r-f)<=p,a=Math.abs(l-g)<=p,s&&(e.position.top=i._convertPositionTo("relative",{top:h,left:0}).top),n&&(e.position.top=i._convertPositionTo("relative",{top:c-i.helperProportions.height,left:0}).top),o&&(e.position.left=i._convertPositionTo("relative",{top:0,left:r}).left),a&&(e.position.left=i._convertPositionTo("relative",{top:0,left:l-i.helperProportions.width}).left)),!i.snapElements[v].snapping&&(s||n||o||a||u)&&i.options.snap.snap&&i.options.snap.snap.call(i.element,t,V.extend(i._uiHash(),{snapItem:i.snapElements[v].item})),i.snapElements[v].snapping=s||n||o||a||u)}}),V.ui.plugin.add("draggable","stack",{start:function(t,e,i){var s,i=i.options,i=V.makeArray(V(i.stack)).sort(function(t,e){return(parseInt(V(t).css("zIndex"),10)||0)-(parseInt(V(e).css("zIndex"),10)||0)});i.length&&(s=parseInt(V(i[0]).css("zIndex"),10)||0,V(i).each(function(t){V(this).css("zIndex",s+t)}),this.css("zIndex",s+i.length))}}),V.ui.plugin.add("draggable","zIndex",{start:function(t,e,i){e=V(e.helper),i=i.options;e.css("zIndex")&&(i._zIndex=e.css("zIndex")),e.css("zIndex",i.zIndex)},stop:function(t,e,i){i=i.options;i._zIndex&&V(e.helper).css("zIndex",i._zIndex)}});V.ui.draggable;V.widget("ui.resizable",V.ui.mouse,{version:"1.13.2",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,classes:{"ui-resizable-se":"ui-icon ui-icon-gripsmall-diagonal-se"},containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_num:function(t){return parseFloat(t)||0},_isNumber:function(t){return!isNaN(parseFloat(t))},_hasScroll:function(t,e){if("hidden"===V(t).css("overflow"))return!1;var i=e&&"left"===e?"scrollLeft":"scrollTop",e=!1;if(0<t[i])return!0;try{t[i]=1,e=0<t[i],t[i]=0}catch(t){}return e},_create:function(){var t,e=this.options,i=this;this._addClass("ui-resizable"),V.extend(this,{_aspectRatio:!!e.aspectRatio,aspectRatio:e.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:e.helper||e.ghost||e.animate?e.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(V("<div class='ui-wrapper'></div>").css({overflow:"hidden",position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,t={marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom"),marginLeft:this.originalElement.css("marginLeft")},this.element.css(t),this.originalElement.css("margin",0),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css(t),this._proportionallyResize()),this._setupHandles(),e.autoHide&&V(this.element).on("mouseenter",function(){e.disabled||(i._removeClass("ui-resizable-autohide"),i._handles.show())}).on("mouseleave",function(){e.disabled||i.resizing||(i._addClass("ui-resizable-autohide"),i._handles.hide())}),this._mouseInit()},_destroy:function(){this._mouseDestroy(),this._addedHandles.remove();function t(t){V(t).removeData("resizable").removeData("ui-resizable").off(".resizable")}var e;return this.elementIsWrapper&&(t(this.element),e=this.element,this.originalElement.css({position:e.css("position"),width:e.outerWidth(),height:e.outerHeight(),top:e.css("top"),left:e.css("left")}).insertAfter(e),e.remove()),this.originalElement.css("resize",this.originalResizeStyle),t(this.originalElement),this},_setOption:function(t,e){switch(this._super(t,e),t){case"handles":this._removeHandles(),this._setupHandles();break;case"aspectRatio":this._aspectRatio=!!e}},_setupHandles:function(){var t,e,i,s,n,o=this.options,a=this;if(this.handles=o.handles||(V(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=V(),this._addedHandles=V(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),i=this.handles.split(","),this.handles={},e=0;e<i.length;e++)s="ui-resizable-"+(t=String.prototype.trim.call(i[e])),n=V("<div>"),this._addClass(n,"ui-resizable-handle "+s),n.css({zIndex:o.zIndex}),this.handles[t]=".ui-resizable-"+t,this.element.children(this.handles[t]).length||(this.element.append(n),this._addedHandles=this._addedHandles.add(n));this._renderAxis=function(t){var e,i,s;for(e in t=t||this.element,this.handles)this.handles[e].constructor===String?this.handles[e]=this.element.children(this.handles[e]).first().show():(this.handles[e].jquery||this.handles[e].nodeType)&&(this.handles[e]=V(this.handles[e]),this._on(this.handles[e],{mousedown:a._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(i=V(this.handles[e],this.element),s=/sw|ne|nw|se|n|s/.test(e)?i.outerHeight():i.outerWidth(),i=["padding",/ne|nw|n/.test(e)?"Top":/se|sw|s/.test(e)?"Bottom":/^e$/.test(e)?"Right":"Left"].join(""),t.css(i,s),this._proportionallyResize()),this._handles=this._handles.add(this.handles[e])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.on("mouseover",function(){a.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),a.axis=n&&n[1]?n[1]:"se")}),o.autoHide&&(this._handles.hide(),this._addClass("ui-resizable-autohide"))},_removeHandles:function(){this._addedHandles.remove()},_mouseCapture:function(t){var e,i,s=!1;for(e in this.handles)(i=V(this.handles[e])[0])!==t.target&&!V.contains(i,t.target)||(s=!0);return!this.options.disabled&&s},_mouseStart:function(t){var e,i,s=this.options,n=this.element;return this.resizing=!0,this._renderProxy(),e=this._num(this.helper.css("left")),i=this._num(this.helper.css("top")),s.containment&&(e+=V(s.containment).scrollLeft()||0,i+=V(s.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:e,top:i},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:n.width(),height:n.height()},this.originalSize=this._helper?{width:n.outerWidth(),height:n.outerHeight()}:{width:n.width(),height:n.height()},this.sizeDiff={width:n.outerWidth()-n.width(),height:n.outerHeight()-n.height()},this.originalPosition={left:e,top:i},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof s.aspectRatio?s.aspectRatio:this.originalSize.width/this.originalSize.height||1,s=V(".ui-resizable-"+this.axis).css("cursor"),V("body").css("cursor","auto"===s?this.axis+"-resize":s),this._addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var e=this.originalMousePosition,i=this.axis,s=t.pageX-e.left||0,e=t.pageY-e.top||0,i=this._change[i];return this._updatePrevProperties(),i&&(e=i.apply(this,[t,s,e]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(e=this._updateRatio(e,t)),e=this._respectSize(e,t),this._updateCache(e),this._propagate("resize",t),e=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),V.isEmptyObject(e)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges())),!1},_mouseStop:function(t){this.resizing=!1;var e,i,s,n=this.options,o=this;return this._helper&&(s=(e=(i=this._proportionallyResizeElements).length&&/textarea/i.test(i[0].nodeName))&&this._hasScroll(i[0],"left")?0:o.sizeDiff.height,i=e?0:o.sizeDiff.width,e={width:o.helper.width()-i,height:o.helper.height()-s},i=parseFloat(o.element.css("left"))+(o.position.left-o.originalPosition.left)||null,s=parseFloat(o.element.css("top"))+(o.position.top-o.originalPosition.top)||null,n.animate||this.element.css(V.extend(e,{top:s,left:i})),o.helper.height(o.size.height),o.helper.width(o.size.width),this._helper&&!n.animate&&this._proportionallyResize()),V("body").css("cursor","auto"),this._removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var t={};return this.position.top!==this.prevPosition.top&&(t.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(t.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(t.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(t.height=this.size.height+"px"),this.helper.css(t),t},_updateVirtualBoundaries:function(t){var e,i,s=this.options,n={minWidth:this._isNumber(s.minWidth)?s.minWidth:0,maxWidth:this._isNumber(s.maxWidth)?s.maxWidth:1/0,minHeight:this._isNumber(s.minHeight)?s.minHeight:0,maxHeight:this._isNumber(s.maxHeight)?s.maxHeight:1/0};(this._aspectRatio||t)&&(e=n.minHeight*this.aspectRatio,i=n.minWidth/this.aspectRatio,s=n.maxHeight*this.aspectRatio,t=n.maxWidth/this.aspectRatio,e>n.minWidth&&(n.minWidth=e),i>n.minHeight&&(n.minHeight=i),s<n.maxWidth&&(n.maxWidth=s),t<n.maxHeight&&(n.maxHeight=t)),this._vBoundaries=n},_updateCache:function(t){this.offset=this.helper.offset(),this._isNumber(t.left)&&(this.position.left=t.left),this._isNumber(t.top)&&(this.position.top=t.top),this._isNumber(t.height)&&(this.size.height=t.height),this._isNumber(t.width)&&(this.size.width=t.width)},_updateRatio:function(t){var e=this.position,i=this.size,s=this.axis;return this._isNumber(t.height)?t.width=t.height*this.aspectRatio:this._isNumber(t.width)&&(t.height=t.width/this.aspectRatio),"sw"===s&&(t.left=e.left+(i.width-t.width),t.top=null),"nw"===s&&(t.top=e.top+(i.height-t.height),t.left=e.left+(i.width-t.width)),t},_respectSize:function(t){var e=this._vBoundaries,i=this.axis,s=this._isNumber(t.width)&&e.maxWidth&&e.maxWidth<t.width,n=this._isNumber(t.height)&&e.maxHeight&&e.maxHeight<t.height,o=this._isNumber(t.width)&&e.minWidth&&e.minWidth>t.width,a=this._isNumber(t.height)&&e.minHeight&&e.minHeight>t.height,r=this.originalPosition.left+this.originalSize.width,l=this.originalPosition.top+this.originalSize.height,h=/sw|nw|w/.test(i),i=/nw|ne|n/.test(i);return o&&(t.width=e.minWidth),a&&(t.height=e.minHeight),s&&(t.width=e.maxWidth),n&&(t.height=e.maxHeight),o&&h&&(t.left=r-e.minWidth),s&&h&&(t.left=r-e.maxWidth),a&&i&&(t.top=l-e.minHeight),n&&i&&(t.top=l-e.maxHeight),t.width||t.height||t.left||!t.top?t.width||t.height||t.top||!t.left||(t.left=null):t.top=null,t},_getPaddingPlusBorderDimensions:function(t){for(var e=0,i=[],s=[t.css("borderTopWidth"),t.css("borderRightWidth"),t.css("borderBottomWidth"),t.css("borderLeftWidth")],n=[t.css("paddingTop"),t.css("paddingRight"),t.css("paddingBottom"),t.css("paddingLeft")];e<4;e++)i[e]=parseFloat(s[e])||0,i[e]+=parseFloat(n[e])||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var t,e=0,i=this.helper||this.element;e<this._proportionallyResizeElements.length;e++)t=this._proportionallyResizeElements[e],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(t)),t.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,e=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||V("<div></div>").css({overflow:"hidden"}),this._addClass(this.helper,this._helper),this.helper.css({width:this.element.outerWidth(),height:this.element.outerHeight(),position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++e.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(t,e){return{width:this.originalSize.width+e}},w:function(t,e){var i=this.originalSize;return{left:this.originalPosition.left+e,width:i.width-e}},n:function(t,e,i){var s=this.originalSize;return{top:this.originalPosition.top+i,height:s.height-i}},s:function(t,e,i){return{height:this.originalSize.height+i}},se:function(t,e,i){return V.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,e,i]))},sw:function(t,e,i){return V.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,e,i]))},ne:function(t,e,i){return V.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,e,i]))},nw:function(t,e,i){return V.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,e,i]))}},_propagate:function(t,e){V.ui.plugin.call(this,t,[e,this.ui()]),"resize"!==t&&this._trigger(t,e,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),V.ui.plugin.add("resizable","animate",{stop:function(e){var i=V(this).resizable("instance"),t=i.options,s=i._proportionallyResizeElements,n=s.length&&/textarea/i.test(s[0].nodeName),o=n&&i._hasScroll(s[0],"left")?0:i.sizeDiff.height,a=n?0:i.sizeDiff.width,n={width:i.size.width-a,height:i.size.height-o},a=parseFloat(i.element.css("left"))+(i.position.left-i.originalPosition.left)||null,o=parseFloat(i.element.css("top"))+(i.position.top-i.originalPosition.top)||null;i.element.animate(V.extend(n,o&&a?{top:o,left:a}:{}),{duration:t.animateDuration,easing:t.animateEasing,step:function(){var t={width:parseFloat(i.element.css("width")),height:parseFloat(i.element.css("height")),top:parseFloat(i.element.css("top")),left:parseFloat(i.element.css("left"))};s&&s.length&&V(s[0]).css({width:t.width,height:t.height}),i._updateCache(t),i._propagate("resize",e)}})}}),V.ui.plugin.add("resizable","containment",{start:function(){var i,s,n=V(this).resizable("instance"),t=n.options,e=n.element,o=t.containment,a=o instanceof V?o.get(0):/parent/.test(o)?e.parent().get(0):o;a&&(n.containerElement=V(a),/document/.test(o)||o===document?(n.containerOffset={left:0,top:0},n.containerPosition={left:0,top:0},n.parentData={element:V(document),left:0,top:0,width:V(document).width(),height:V(document).height()||document.body.parentNode.scrollHeight}):(i=V(a),s=[],V(["Top","Right","Left","Bottom"]).each(function(t,e){s[t]=n._num(i.css("padding"+e))}),n.containerOffset=i.offset(),n.containerPosition=i.position(),n.containerSize={height:i.innerHeight()-s[3],width:i.innerWidth()-s[1]},t=n.containerOffset,e=n.containerSize.height,o=n.containerSize.width,o=n._hasScroll(a,"left")?a.scrollWidth:o,e=n._hasScroll(a)?a.scrollHeight:e,n.parentData={element:a,left:t.left,top:t.top,width:o,height:e}))},resize:function(t){var e=V(this).resizable("instance"),i=e.options,s=e.containerOffset,n=e.position,o=e._aspectRatio||t.shiftKey,a={top:0,left:0},r=e.containerElement,t=!0;r[0]!==document&&/static/.test(r.css("position"))&&(a=s),n.left<(e._helper?s.left:0)&&(e.size.width=e.size.width+(e._helper?e.position.left-s.left:e.position.left-a.left),o&&(e.size.height=e.size.width/e.aspectRatio,t=!1),e.position.left=i.helper?s.left:0),n.top<(e._helper?s.top:0)&&(e.size.height=e.size.height+(e._helper?e.position.top-s.top:e.position.top),o&&(e.size.width=e.size.height*e.aspectRatio,t=!1),e.position.top=e._helper?s.top:0),i=e.containerElement.get(0)===e.element.parent().get(0),n=/relative|absolute/.test(e.containerElement.css("position")),i&&n?(e.offset.left=e.parentData.left+e.position.left,e.offset.top=e.parentData.top+e.position.top):(e.offset.left=e.element.offset().left,e.offset.top=e.element.offset().top),n=Math.abs(e.sizeDiff.width+(e._helper?e.offset.left-a.left:e.offset.left-s.left)),s=Math.abs(e.sizeDiff.height+(e._helper?e.offset.top-a.top:e.offset.top-s.top)),n+e.size.width>=e.parentData.width&&(e.size.width=e.parentData.width-n,o&&(e.size.height=e.size.width/e.aspectRatio,t=!1)),s+e.size.height>=e.parentData.height&&(e.size.height=e.parentData.height-s,o&&(e.size.width=e.size.height*e.aspectRatio,t=!1)),t||(e.position.left=e.prevPosition.left,e.position.top=e.prevPosition.top,e.size.width=e.prevSize.width,e.size.height=e.prevSize.height)},stop:function(){var t=V(this).resizable("instance"),e=t.options,i=t.containerOffset,s=t.containerPosition,n=t.containerElement,o=V(t.helper),a=o.offset(),r=o.outerWidth()-t.sizeDiff.width,o=o.outerHeight()-t.sizeDiff.height;t._helper&&!e.animate&&/relative/.test(n.css("position"))&&V(this).css({left:a.left-s.left-i.left,width:r,height:o}),t._helper&&!e.animate&&/static/.test(n.css("position"))&&V(this).css({left:a.left-s.left-i.left,width:r,height:o})}}),V.ui.plugin.add("resizable","alsoResize",{start:function(){var t=V(this).resizable("instance").options;V(t.alsoResize).each(function(){var t=V(this);t.data("ui-resizable-alsoresize",{width:parseFloat(t.width()),height:parseFloat(t.height()),left:parseFloat(t.css("left")),top:parseFloat(t.css("top"))})})},resize:function(t,i){var e=V(this).resizable("instance"),s=e.options,n=e.originalSize,o=e.originalPosition,a={height:e.size.height-n.height||0,width:e.size.width-n.width||0,top:e.position.top-o.top||0,left:e.position.left-o.left||0};V(s.alsoResize).each(function(){var t=V(this),s=V(this).data("ui-resizable-alsoresize"),n={},e=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];V.each(e,function(t,e){var i=(s[e]||0)+(a[e]||0);i&&0<=i&&(n[e]=i||null)}),t.css(n)})},stop:function(){V(this).removeData("ui-resizable-alsoresize")}}),V.ui.plugin.add("resizable","ghost",{start:function(){var t=V(this).resizable("instance"),e=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:e.height,width:e.width,margin:0,left:0,top:0}),t._addClass(t.ghost,"ui-resizable-ghost"),!1!==V.uiBackCompat&&"string"==typeof t.options.ghost&&t.ghost.addClass(this.options.ghost),t.ghost.appendTo(t.helper)},resize:function(){var t=V(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=V(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),V.ui.plugin.add("resizable","grid",{resize:function(){var t,e=V(this).resizable("instance"),i=e.options,s=e.size,n=e.originalSize,o=e.originalPosition,a=e.axis,r="number"==typeof i.grid?[i.grid,i.grid]:i.grid,l=r[0]||1,h=r[1]||1,c=Math.round((s.width-n.width)/l)*l,u=Math.round((s.height-n.height)/h)*h,d=n.width+c,p=n.height+u,f=i.maxWidth&&i.maxWidth<d,g=i.maxHeight&&i.maxHeight<p,m=i.minWidth&&i.minWidth>d,s=i.minHeight&&i.minHeight>p;i.grid=r,m&&(d+=l),s&&(p+=h),f&&(d-=l),g&&(p-=h),/^(se|s|e)$/.test(a)?(e.size.width=d,e.size.height=p):/^(ne)$/.test(a)?(e.size.width=d,e.size.height=p,e.position.top=o.top-u):/^(sw)$/.test(a)?(e.size.width=d,e.size.height=p,e.position.left=o.left-c):((p-h<=0||d-l<=0)&&(t=e._getPaddingPlusBorderDimensions(this)),0<p-h?(e.size.height=p,e.position.top=o.top-u):(p=h-t.height,e.size.height=p,e.position.top=o.top+n.height-p),0<d-l?(e.size.width=d,e.position.left=o.left-c):(d=l-t.width,e.size.width=d,e.position.left=o.left+n.width-d))}});V.ui.resizable;V.widget("ui.dialog",{version:"1.13.2",options:{appendTo:"body",autoOpen:!0,buttons:[],classes:{"ui-dialog":"ui-corner-all","ui-dialog-titlebar":"ui-corner-all"},closeOnEscape:!0,closeText:"Close",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var 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t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?V(t):this.document.find(t||"body").eq(0)},_destroy:function(){var t,e=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().css(this.originalCss).detach(),this.uiDialog.remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),(t=e.parent.children().eq(e.index)).length&&t[0]!==this.element[0]?t.before(this.element):e.parent.append(this.element)},widget:function(){return this.uiDialog},disable:V.noop,enable:V.noop,close:function(t){var e=this;this._isOpen&&!1!==this._trigger("beforeClose",t)&&(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),this.opener.filter(":focusable").trigger("focus").length||V.ui.safeBlur(V.ui.safeActiveElement(this.document[0])),this._hide(this.uiDialog,this.options.hide,function(){e._trigger("close",t)}))},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,e){var i=!1,s=this.uiDialog.siblings(".ui-front:visible").map(function(){return+V(this).css("z-index")}).get(),s=Math.max.apply(null,s);return s>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",s+1),i=!0),i&&!e&&this._trigger("focus",t),i},open:function(){var t=this;this._isOpen?this._moveToTop()&&this._focusTabbable():(this._isOpen=!0,this.opener=V(V.ui.safeActiveElement(this.document[0])),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"))},_focusTabbable:function(){var t=this._focusedElement;(t=!(t=!(t=!(t=!(t=t||this.element.find("[autofocus]")).length?this.element.find(":tabbable"):t).length?this.uiDialogButtonPane.find(":tabbable"):t).length?this.uiDialogTitlebarClose.filter(":tabbable"):t).length?this.uiDialog:t).eq(0).trigger("focus")},_restoreTabbableFocus:function(){var t=V.ui.safeActiveElement(this.document[0]);this.uiDialog[0]===t||V.contains(this.uiDialog[0],t)||this._focusTabbable()},_keepFocus:function(t){t.preventDefault(),this._restoreTabbableFocus(),this._delay(this._restoreTabbableFocus)},_createWrapper:function(){this.uiDialog=V("<div>").hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._addClass(this.uiDialog,"ui-dialog","ui-widget ui-widget-content ui-front"),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===V.ui.keyCode.ESCAPE)return t.preventDefault(),void this.close(t);var e,i,s;t.keyCode!==V.ui.keyCode.TAB||t.isDefaultPrevented()||(e=this.uiDialog.find(":tabbable"),i=e.first(),s=e.last(),t.target!==s[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==i[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){s.trigger("focus")}),t.preventDefault()):(this._delay(function(){i.trigger("focus")}),t.preventDefault()))},mousedown:function(t){this._moveToTop(t)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=V("<div>"),this._addClass(this.uiDialogTitlebar,"ui-dialog-titlebar","ui-widget-header ui-helper-clearfix"),this._on(this.uiDialogTitlebar,{mousedown:function(t){V(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.trigger("focus")}}),this.uiDialogTitlebarClose=V("<button type='button'></button>").button({label:V("<a>").text(this.options.closeText).html(),icon:"ui-icon-closethick",showLabel:!1}).appendTo(this.uiDialogTitlebar),this._addClass(this.uiDialogTitlebarClose,"ui-dialog-titlebar-close"),this._on(this.uiDialogTitlebarClose,{click:function(t){t.preventDefault(),this.close(t)}}),t=V("<span>").uniqueId().prependTo(this.uiDialogTitlebar),this._addClass(t,"ui-dialog-title"),this._title(t),this.uiDialogTitlebar.prependTo(this.uiDialog),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(t){this.options.title?t.text(this.options.title):t.html(" ")},_createButtonPane:function(){this.uiDialogButtonPane=V("<div>"),this._addClass(this.uiDialogButtonPane,"ui-dialog-buttonpane","ui-widget-content ui-helper-clearfix"),this.uiButtonSet=V("<div>").appendTo(this.uiDialogButtonPane),this._addClass(this.uiButtonSet,"ui-dialog-buttonset"),this._createButtons()},_createButtons:function(){var s=this,t=this.options.buttons;this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),V.isEmptyObject(t)||Array.isArray(t)&&!t.length?this._removeClass(this.uiDialog,"ui-dialog-buttons"):(V.each(t,function(t,e){var i;e=V.extend({type:"button"},e="function"==typeof e?{click:e,text:t}:e),i=e.click,t={icon:e.icon,iconPosition:e.iconPosition,showLabel:e.showLabel,icons:e.icons,text:e.text},delete e.click,delete e.icon,delete e.iconPosition,delete e.showLabel,delete e.icons,"boolean"==typeof e.text&&delete e.text,V("<button></button>",e).button(t).appendTo(s.uiButtonSet).on("click",function(){i.apply(s.element[0],arguments)})}),this._addClass(this.uiDialog,"ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog))},_makeDraggable:function(){var n=this,o=this.options;function a(t){return{position:t.position,offset:t.offset}}this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(t,e){n._addClass(V(this),"ui-dialog-dragging"),n._blockFrames(),n._trigger("dragStart",t,a(e))},drag:function(t,e){n._trigger("drag",t,a(e))},stop:function(t,e){var i=e.offset.left-n.document.scrollLeft(),s=e.offset.top-n.document.scrollTop();o.position={my:"left top",at:"left"+(0<=i?"+":"")+i+" top"+(0<=s?"+":"")+s,of:n.window},n._removeClass(V(this),"ui-dialog-dragging"),n._unblockFrames(),n._trigger("dragStop",t,a(e))}})},_makeResizable:function(){var n=this,o=this.options,t=o.resizable,e=this.uiDialog.css("position"),t="string"==typeof t?t:"n,e,s,w,se,sw,ne,nw";function a(t){return{originalPosition:t.originalPosition,originalSize:t.originalSize,position:t.position,size:t.size}}this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:o.maxWidth,maxHeight:o.maxHeight,minWidth:o.minWidth,minHeight:this._minHeight(),handles:t,start:function(t,e){n._addClass(V(this),"ui-dialog-resizing"),n._blockFrames(),n._trigger("resizeStart",t,a(e))},resize:function(t,e){n._trigger("resize",t,a(e))},stop:function(t,e){var i=n.uiDialog.offset(),s=i.left-n.document.scrollLeft(),i=i.top-n.document.scrollTop();o.height=n.uiDialog.height(),o.width=n.uiDialog.width(),o.position={my:"left top",at:"left"+(0<=s?"+":"")+s+" top"+(0<=i?"+":"")+i,of:n.window},n._removeClass(V(this),"ui-dialog-resizing"),n._unblockFrames(),n._trigger("resizeStop",t,a(e))}}).css("position",e)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=V(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),e=V.inArray(this,t);-1!==e&&t.splice(e,1)},_trackingInstances:function(){var t=this.document.data("ui-dialog-instances");return t||this.document.data("ui-dialog-instances",t=[]),t},_minHeight:function(){var t=this.options;return"auto"===t.height?t.minHeight:Math.min(t.minHeight,t.height)},_position:function(){var t=this.uiDialog.is(":visible");t||this.uiDialog.show(),this.uiDialog.position(this.options.position),t||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};V.each(t,function(t,e){i._setOption(t,e),t in i.sizeRelatedOptions&&(s=!0),t in i.resizableRelatedOptions&&(n[t]=e)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(t,e){var i,s=this.uiDialog;"disabled"!==t&&(this._super(t,e),"appendTo"===t&&this.uiDialog.appendTo(this._appendTo()),"buttons"===t&&this._createButtons(),"closeText"===t&&this.uiDialogTitlebarClose.button({label:V("<a>").text(""+this.options.closeText).html()}),"draggable"===t&&((i=s.is(":data(ui-draggable)"))&&!e&&s.draggable("destroy"),!i&&e&&this._makeDraggable()),"position"===t&&this._position(),"resizable"===t&&((i=s.is(":data(ui-resizable)"))&&!e&&s.resizable("destroy"),i&&"string"==typeof e&&s.resizable("option","handles",e),i||!1===e||this._makeResizable()),"title"===t&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var t,e,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),t=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),e=Math.max(0,s.minHeight-t),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-t):"none","auto"===s.height?this.element.css({minHeight:e,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-t)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=V(this);return V("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return!!V(t.target).closest(".ui-dialog").length||!!V(t.target).closest(".ui-datepicker").length},_createOverlay:function(){var i,s;this.options.modal&&(i=V.fn.jquery.substring(0,4),s=!0,this._delay(function(){s=!1}),this.document.data("ui-dialog-overlays")||this.document.on("focusin.ui-dialog",function(t){var e;s||((e=this._trackingInstances()[0])._allowInteraction(t)||(t.preventDefault(),e._focusTabbable(),"3.4."!==i&&"3.5."!==i||e._delay(e._restoreTabbableFocus)))}.bind(this)),this.overlay=V("<div>").appendTo(this._appendTo()),this._addClass(this.overlay,null,"ui-widget-overlay ui-front"),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1))},_destroyOverlay:function(){var t;this.options.modal&&this.overlay&&((t=this.document.data("ui-dialog-overlays")-1)?this.document.data("ui-dialog-overlays",t):(this.document.off("focusin.ui-dialog"),this.document.removeData("ui-dialog-overlays")),this.overlay.remove(),this.overlay=null)}}),!1!==V.uiBackCompat&&V.widget("ui.dialog",V.ui.dialog,{options:{dialogClass:""},_createWrapper:function(){this._super(),this.uiDialog.addClass(this.options.dialogClass)},_setOption:function(t,e){"dialogClass"===t&&this.uiDialog.removeClass(this.options.dialogClass).addClass(e),this._superApply(arguments)}});V.ui.dialog;function lt(t,e,i){return e<=t&&t<e+i}V.widget("ui.droppable",{version:"1.13.2",widgetEventPrefix:"drop",options:{accept:"*",addClasses:!0,greedy:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,e=this.options,i=e.accept;this.isover=!1,this.isout=!0,this.accept="function"==typeof i?i:function(t){return t.is(i)},this.proportions=function(){if(!arguments.length)return t=t||{width:this.element[0].offsetWidth,height:this.element[0].offsetHeight};t=arguments[0]},this._addToManager(e.scope),e.addClasses&&this._addClass("ui-droppable")},_addToManager:function(t){V.ui.ddmanager.droppables[t]=V.ui.ddmanager.droppables[t]||[],V.ui.ddmanager.droppables[t].push(this)},_splice:function(t){for(var e=0;e<t.length;e++)t[e]===this&&t.splice(e,1)},_destroy:function(){var t=V.ui.ddmanager.droppables[this.options.scope];this._splice(t)},_setOption:function(t,e){var i;"accept"===t?this.accept="function"==typeof e?e:function(t){return t.is(e)}:"scope"===t&&(i=V.ui.ddmanager.droppables[this.options.scope],this._splice(i),this._addToManager(e)),this._super(t,e)},_activate:function(t){var e=V.ui.ddmanager.current;this._addActiveClass(),e&&this._trigger("activate",t,this.ui(e))},_deactivate:function(t){var e=V.ui.ddmanager.current;this._removeActiveClass(),e&&this._trigger("deactivate",t,this.ui(e))},_over:function(t){var e=V.ui.ddmanager.current;e&&(e.currentItem||e.element)[0]!==this.element[0]&&this.accept.call(this.element[0],e.currentItem||e.element)&&(this._addHoverClass(),this._trigger("over",t,this.ui(e)))},_out:function(t){var e=V.ui.ddmanager.current;e&&(e.currentItem||e.element)[0]!==this.element[0]&&this.accept.call(this.element[0],e.currentItem||e.element)&&(this._removeHoverClass(),this._trigger("out",t,this.ui(e)))},_drop:function(e,t){var i=t||V.ui.ddmanager.current,s=!1;return!(!i||(i.currentItem||i.element)[0]===this.element[0])&&(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var t=V(this).droppable("instance");if(t.options.greedy&&!t.options.disabled&&t.options.scope===i.options.scope&&t.accept.call(t.element[0],i.currentItem||i.element)&&V.ui.intersect(i,V.extend(t,{offset:t.element.offset()}),t.options.tolerance,e))return!(s=!0)}),!s&&(!!this.accept.call(this.element[0],i.currentItem||i.element)&&(this._removeActiveClass(),this._removeHoverClass(),this._trigger("drop",e,this.ui(i)),this.element)))},ui:function(t){return{draggable:t.currentItem||t.element,helper:t.helper,position:t.position,offset:t.positionAbs}},_addHoverClass:function(){this._addClass("ui-droppable-hover")},_removeHoverClass:function(){this._removeClass("ui-droppable-hover")},_addActiveClass:function(){this._addClass("ui-droppable-active")},_removeActiveClass:function(){this._removeClass("ui-droppable-active")}}),V.ui.intersect=function(t,e,i,s){if(!e.offset)return!1;var n=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,a=n+t.helperProportions.width,r=o+t.helperProportions.height,l=e.offset.left,h=e.offset.top,c=l+e.proportions().width,u=h+e.proportions().height;switch(i){case"fit":return l<=n&&a<=c&&h<=o&&r<=u;case"intersect":return l<n+t.helperProportions.width/2&&a-t.helperProportions.width/2<c&&h<o+t.helperProportions.height/2&&r-t.helperProportions.height/2<u;case"pointer":return lt(s.pageY,h,e.proportions().height)&<(s.pageX,l,e.proportions().width);case"touch":return(h<=o&&o<=u||h<=r&&r<=u||o<h&&u<r)&&(l<=n&&n<=c||l<=a&&a<=c||n<l&&c<a);default:return!1}},!(V.ui.ddmanager={current:null,droppables:{default:[]},prepareOffsets:function(t,e){var i,s,n=V.ui.ddmanager.droppables[t.options.scope]||[],o=e?e.type:null,a=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();t:for(i=0;i<n.length;i++)if(!(n[i].options.disabled||t&&!n[i].accept.call(n[i].element[0],t.currentItem||t.element))){for(s=0;s<a.length;s++)if(a[s]===n[i].element[0]){n[i].proportions().height=0;continue t}n[i].visible="none"!==n[i].element.css("display"),n[i].visible&&("mousedown"===o&&n[i]._activate.call(n[i],e),n[i].offset=n[i].element.offset(),n[i].proportions({width:n[i].element[0].offsetWidth,height:n[i].element[0].offsetHeight}))}},drop:function(t,e){var i=!1;return V.each((V.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&V.ui.intersect(t,this,this.options.tolerance,e)&&(i=this._drop.call(this,e)||i),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,e)))}),i},dragStart:function(t,e){t.element.parentsUntil("body").on("scroll.droppable",function(){t.options.refreshPositions||V.ui.ddmanager.prepareOffsets(t,e)})},drag:function(n,o){n.options.refreshPositions&&V.ui.ddmanager.prepareOffsets(n,o),V.each(V.ui.ddmanager.droppables[n.options.scope]||[],function(){var t,e,i,s;this.options.disabled||this.greedyChild||!this.visible||(s=!(i=V.ui.intersect(n,this,this.options.tolerance,o))&&this.isover?"isout":i&&!this.isover?"isover":null)&&(this.options.greedy&&(e=this.options.scope,(i=this.element.parents(":data(ui-droppable)").filter(function(){return V(this).droppable("instance").options.scope===e})).length&&((t=V(i[0]).droppable("instance")).greedyChild="isover"===s)),t&&"isover"===s&&(t.isover=!1,t.isout=!0,t._out.call(t,o)),this[s]=!0,this["isout"===s?"isover":"isout"]=!1,this["isover"===s?"_over":"_out"].call(this,o),t&&"isout"===s&&(t.isout=!1,t.isover=!0,t._over.call(t,o)))})},dragStop:function(t,e){t.element.parentsUntil("body").off("scroll.droppable"),t.options.refreshPositions||V.ui.ddmanager.prepareOffsets(t,e)}})!==V.uiBackCompat&&V.widget("ui.droppable",V.ui.droppable,{options:{hoverClass:!1,activeClass:!1},_addActiveClass:function(){this._super(),this.options.activeClass&&this.element.addClass(this.options.activeClass)},_removeActiveClass:function(){this._super(),this.options.activeClass&&this.element.removeClass(this.options.activeClass)},_addHoverClass:function(){this._super(),this.options.hoverClass&&this.element.addClass(this.options.hoverClass)},_removeHoverClass:function(){this._super(),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass)}});V.ui.droppable,V.widget("ui.progressbar",{version:"1.13.2",options:{classes:{"ui-progressbar":"ui-corner-all","ui-progressbar-value":"ui-corner-left","ui-progressbar-complete":"ui-corner-right"},max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.attr({role:"progressbar","aria-valuemin":this.min}),this._addClass("ui-progressbar","ui-widget ui-widget-content"),this.valueDiv=V("<div>").appendTo(this.element),this._addClass(this.valueDiv,"ui-progressbar-value","ui-widget-header"),this._refreshValue()},_destroy:function(){this.element.removeAttr("role aria-valuemin aria-valuemax aria-valuenow"),this.valueDiv.remove()},value:function(t){if(void 0===t)return this.options.value;this.options.value=this._constrainedValue(t),this._refreshValue()},_constrainedValue:function(t){return void 0===t&&(t=this.options.value),this.indeterminate=!1===t,"number"!=typeof t&&(t=0),!this.indeterminate&&Math.min(this.options.max,Math.max(this.min,t))},_setOptions:function(t){var e=t.value;delete t.value,this._super(t),this.options.value=this._constrainedValue(e),this._refreshValue()},_setOption:function(t,e){"max"===t&&(e=Math.max(this.min,e)),this._super(t,e)},_setOptionDisabled:function(t){this._super(t),this.element.attr("aria-disabled",t),this._toggleClass(null,"ui-state-disabled",!!t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,e=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).width(e.toFixed(0)+"%"),this._toggleClass(this.valueDiv,"ui-progressbar-complete",null,t===this.options.max)._toggleClass("ui-progressbar-indeterminate",null,this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=V("<div>").appendTo(this.valueDiv),this._addClass(this.overlayDiv,"ui-progressbar-overlay"))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),V.widget("ui.selectable",V.ui.mouse,{version:"1.13.2",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var i=this;this._addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){i.elementPos=V(i.element[0]).offset(),i.selectees=V(i.options.filter,i.element[0]),i._addClass(i.selectees,"ui-selectee"),i.selectees.each(function(){var t=V(this),e=t.offset(),e={left:e.left-i.elementPos.left,top:e.top-i.elementPos.top};V.data(this,"selectable-item",{element:this,$element:t,left:e.left,top:e.top,right:e.left+t.outerWidth(),bottom:e.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this._mouseInit(),this.helper=V("<div>"),this._addClass(this.helper,"ui-selectable-helper")},_destroy:function(){this.selectees.removeData("selectable-item"),this._mouseDestroy()},_mouseStart:function(i){var s=this,t=this.options;this.opos=[i.pageX,i.pageY],this.elementPos=V(this.element[0]).offset(),this.options.disabled||(this.selectees=V(t.filter,this.element[0]),this._trigger("start",i),V(t.appendTo).append(this.helper),this.helper.css({left:i.pageX,top:i.pageY,width:0,height:0}),t.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var t=V.data(this,"selectable-item");t.startselected=!0,i.metaKey||i.ctrlKey||(s._removeClass(t.$element,"ui-selected"),t.selected=!1,s._addClass(t.$element,"ui-unselecting"),t.unselecting=!0,s._trigger("unselecting",i,{unselecting:t.element}))}),V(i.target).parents().addBack().each(function(){var t,e=V.data(this,"selectable-item");if(e)return t=!i.metaKey&&!i.ctrlKey||!e.$element.hasClass("ui-selected"),s._removeClass(e.$element,t?"ui-unselecting":"ui-selected")._addClass(e.$element,t?"ui-selecting":"ui-unselecting"),e.unselecting=!t,e.selecting=t,(e.selected=t)?s._trigger("selecting",i,{selecting:e.element}):s._trigger("unselecting",i,{unselecting:e.element}),!1}))},_mouseDrag:function(s){if(this.dragged=!0,!this.options.disabled){var t,n=this,o=this.options,a=this.opos[0],r=this.opos[1],l=s.pageX,h=s.pageY;return l<a&&(t=l,l=a,a=t),h<r&&(t=h,h=r,r=t),this.helper.css({left:a,top:r,width:l-a,height:h-r}),this.selectees.each(function(){var t=V.data(this,"selectable-item"),e=!1,i={};t&&t.element!==n.element[0]&&(i.left=t.left+n.elementPos.left,i.right=t.right+n.elementPos.left,i.top=t.top+n.elementPos.top,i.bottom=t.bottom+n.elementPos.top,"touch"===o.tolerance?e=!(i.left>l||i.right<a||i.top>h||i.bottom<r):"fit"===o.tolerance&&(e=i.left>a&&i.right<l&&i.top>r&&i.bottom<h),e?(t.selected&&(n._removeClass(t.$element,"ui-selected"),t.selected=!1),t.unselecting&&(n._removeClass(t.$element,"ui-unselecting"),t.unselecting=!1),t.selecting||(n._addClass(t.$element,"ui-selecting"),t.selecting=!0,n._trigger("selecting",s,{selecting:t.element}))):(t.selecting&&((s.metaKey||s.ctrlKey)&&t.startselected?(n._removeClass(t.$element,"ui-selecting"),t.selecting=!1,n._addClass(t.$element,"ui-selected"),t.selected=!0):(n._removeClass(t.$element,"ui-selecting"),t.selecting=!1,t.startselected&&(n._addClass(t.$element,"ui-unselecting"),t.unselecting=!0),n._trigger("unselecting",s,{unselecting:t.element}))),t.selected&&(s.metaKey||s.ctrlKey||t.startselected||(n._removeClass(t.$element,"ui-selected"),t.selected=!1,n._addClass(t.$element,"ui-unselecting"),t.unselecting=!0,n._trigger("unselecting",s,{unselecting:t.element})))))}),!1}},_mouseStop:function(e){var i=this;return this.dragged=!1,V(".ui-unselecting",this.element[0]).each(function(){var t=V.data(this,"selectable-item");i._removeClass(t.$element,"ui-unselecting"),t.unselecting=!1,t.startselected=!1,i._trigger("unselected",e,{unselected:t.element})}),V(".ui-selecting",this.element[0]).each(function(){var t=V.data(this,"selectable-item");i._removeClass(t.$element,"ui-selecting")._addClass(t.$element,"ui-selected"),t.selecting=!1,t.selected=!0,t.startselected=!0,i._trigger("selected",e,{selected:t.element})}),this._trigger("stop",e),this.helper.remove(),!1}}),V.widget("ui.selectmenu",[V.ui.formResetMixin,{version:"1.13.2",defaultElement:"<select>",options:{appendTo:null,classes:{"ui-selectmenu-button-open":"ui-corner-top","ui-selectmenu-button-closed":"ui-corner-all"},disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:!1,change:null,close:null,focus:null,open:null,select:null},_create:function(){var t=this.element.uniqueId().attr("id");this.ids={element:t,button:t+"-button",menu:t+"-menu"},this._drawButton(),this._drawMenu(),this._bindFormResetHandler(),this._rendered=!1,this.menuItems=V()},_drawButton:function(){var t,e=this,i=this._parseOption(this.element.find("option:selected"),this.element[0].selectedIndex);this.labels=this.element.labels().attr("for",this.ids.button),this._on(this.labels,{click:function(t){this.button.trigger("focus"),t.preventDefault()}}),this.element.hide(),this.button=V("<span>",{tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true",title:this.element.attr("title")}).insertAfter(this.element),this._addClass(this.button,"ui-selectmenu-button ui-selectmenu-button-closed","ui-button ui-widget"),t=V("<span>").appendTo(this.button),this._addClass(t,"ui-selectmenu-icon","ui-icon "+this.options.icons.button),this.buttonItem=this._renderButtonItem(i).appendTo(this.button),!1!==this.options.width&&this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){e._rendered||e._refreshMenu()})},_drawMenu:function(){var i=this;this.menu=V("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=V("<div>").append(this.menu),this._addClass(this.menuWrap,"ui-selectmenu-menu","ui-front"),this.menuWrap.appendTo(this._appendTo()),this.menuInstance=this.menu.menu({classes:{"ui-menu":"ui-corner-bottom"},role:"listbox",select:function(t,e){t.preventDefault(),i._setSelection(),i._select(e.item.data("ui-selectmenu-item"),t)},focus:function(t,e){e=e.item.data("ui-selectmenu-item");null!=i.focusIndex&&e.index!==i.focusIndex&&(i._trigger("focus",t,{item:e}),i.isOpen||i._select(e,t)),i.focusIndex=e.index,i.button.attr("aria-activedescendant",i.menuItems.eq(e.index).attr("id"))}}).menu("instance"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this.buttonItem.replaceWith(this.buttonItem=this._renderButtonItem(this._getSelectedItem().data("ui-selectmenu-item")||{})),null===this.options.width&&this._resizeButton()},_refreshMenu:function(){var t=this.element.find("option");this.menu.empty(),this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup").find(".ui-menu-item-wrapper"),this._rendered=!0,t.length&&(t=this._getSelectedItem(),this.menuInstance.focus(null,t),this._setAria(t.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(t){this.options.disabled||(this._rendered?(this._removeClass(this.menu.find(".ui-state-active"),null,"ui-state-active"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.menuItems.length&&(this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",t)))},_position:function(){this.menuWrap.position(V.extend({of:this.button},this.options.position))},close:function(t){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",t))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderButtonItem:function(t){var e=V("<span>");return this._setText(e,t.label),this._addClass(e,"ui-selectmenu-text"),e},_renderMenu:function(s,t){var n=this,o="";V.each(t,function(t,e){var i;e.optgroup!==o&&(i=V("<li>",{text:e.optgroup}),n._addClass(i,"ui-selectmenu-optgroup","ui-menu-divider"+(e.element.parent("optgroup").prop("disabled")?" ui-state-disabled":"")),i.appendTo(s),o=e.optgroup),n._renderItemData(s,e)})},_renderItemData:function(t,e){return this._renderItem(t,e).data("ui-selectmenu-item",e)},_renderItem:function(t,e){var i=V("<li>"),s=V("<div>",{title:e.element.attr("title")});return e.disabled&&this._addClass(i,null,"ui-state-disabled"),this._setText(s,e.label),i.append(s).appendTo(t)},_setText:function(t,e){e?t.text(e):t.html(" ")},_move:function(t,e){var i,s=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex).parent("li"):(i=this.menuItems.eq(this.element[0].selectedIndex).parent("li"),s+=":not(.ui-state-disabled)"),(s="first"===t||"last"===t?i["first"===t?"prevAll":"nextAll"](s).eq(-1):i[t+"All"](s).eq(0)).length&&this.menuInstance.focus(e,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex).parent("li")},_toggle:function(t){this[this.isOpen?"close":"open"](t)},_setSelection:function(){var t;this.range&&(window.getSelection?((t=window.getSelection()).removeAllRanges(),t.addRange(this.range)):this.range.select(),this.button.trigger("focus"))},_documentClick:{mousedown:function(t){this.isOpen&&(V(t.target).closest(".ui-selectmenu-menu, #"+V.escapeSelector(this.ids.button)).length||this.close(t))}},_buttonEvents:{mousedown:function(){var t;window.getSelection?(t=window.getSelection()).rangeCount&&(this.range=t.getRangeAt(0)):this.range=document.selection.createRange()},click:function(t){this._setSelection(),this._toggle(t)},keydown:function(t){var e=!0;switch(t.keyCode){case V.ui.keyCode.TAB:case V.ui.keyCode.ESCAPE:this.close(t),e=!1;break;case V.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case V.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case V.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case V.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case V.ui.keyCode.LEFT:this._move("prev",t);break;case V.ui.keyCode.RIGHT:this._move("next",t);break;case V.ui.keyCode.HOME:case V.ui.keyCode.PAGE_UP:this._move("first",t);break;case V.ui.keyCode.END:case V.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),e=!1}e&&t.preventDefault()}},_selectFocusedItem:function(t){var e=this.menuItems.eq(this.focusIndex).parent("li");e.hasClass("ui-state-disabled")||this._select(e.data("ui-selectmenu-item"),t)},_select:function(t,e){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=t.index,this.buttonItem.replaceWith(this.buttonItem=this._renderButtonItem(t)),this._setAria(t),this._trigger("select",e,{item:t}),t.index!==i&&this._trigger("change",e,{item:t}),this.close(e)},_setAria:function(t){t=this.menuItems.eq(t.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(t,e){var i;"icons"===t&&(i=this.button.find("span.ui-icon"),this._removeClass(i,null,this.options.icons.button)._addClass(i,null,e.button)),this._super(t,e),"appendTo"===t&&this.menuWrap.appendTo(this._appendTo()),"width"===t&&this._resizeButton()},_setOptionDisabled:function(t){this._super(t),this.menuInstance.option("disabled",t),this.button.attr("aria-disabled",t),this._toggleClass(this.button,null,"ui-state-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)},_appendTo:function(){var t=this.options.appendTo;return t=!(t=!(t=t&&(t.jquery||t.nodeType?V(t):this.document.find(t).eq(0)))||!t[0]?this.element.closest(".ui-front, dialog"):t).length?this.document[0].body:t},_toggleAttr:function(){this.button.attr("aria-expanded",this.isOpen),this._removeClass(this.button,"ui-selectmenu-button-"+(this.isOpen?"closed":"open"))._addClass(this.button,"ui-selectmenu-button-"+(this.isOpen?"open":"closed"))._toggleClass(this.menuWrap,"ui-selectmenu-open",null,this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var t=this.options.width;!1!==t?(null===t&&(t=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(t)):this.button.css("width","")},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){var t=this._super();return t.disabled=this.element.prop("disabled"),t},_parseOptions:function(t){var i=this,s=[];t.each(function(t,e){e.hidden||s.push(i._parseOption(V(e),t))}),this.items=s},_parseOption:function(t,e){var i=t.parent("optgroup");return{element:t,index:e,value:t.val(),label:t.text(),optgroup:i.attr("label")||"",disabled:i.prop("disabled")||t.prop("disabled")}},_destroy:function(){this._unbindFormResetHandler(),this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.labels.attr("for",this.ids.element)}}]),V.widget("ui.slider",V.ui.mouse,{version:"1.13.2",widgetEventPrefix:"slide",options:{animate:!1,classes:{"ui-slider":"ui-corner-all","ui-slider-handle":"ui-corner-all","ui-slider-range":"ui-corner-all ui-widget-header"},distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null,change:null,slide:null,start:null,stop:null},numPages:5,_create:function(){this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this._calculateNewMax(),this._addClass("ui-slider ui-slider-"+this.orientation,"ui-widget ui-widget-content"),this._refresh(),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,e=this.options,i=this.element.find(".ui-slider-handle"),s=[],n=e.values&&e.values.length||1;for(i.length>n&&(i.slice(n).remove(),i=i.slice(0,n)),t=i.length;t<n;t++)s.push("<span tabindex='0'></span>");this.handles=i.add(V(s.join("")).appendTo(this.element)),this._addClass(this.handles,"ui-slider-handle","ui-state-default"),this.handle=this.handles.eq(0),this.handles.each(function(t){V(this).data("ui-slider-handle-index",t).attr("tabIndex",0)})},_createRange:function(){var t=this.options;t.range?(!0===t.range&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:Array.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?(this._removeClass(this.range,"ui-slider-range-min ui-slider-range-max"),this.range.css({left:"",bottom:""})):(this.range=V("<div>").appendTo(this.element),this._addClass(this.range,"ui-slider-range")),"min"!==t.range&&"max"!==t.range||this._addClass(this.range,"ui-slider-range-"+t.range)):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,o,e,a,r=this,l=this.options;return!l.disabled&&(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),a={x:t.pageX,y:t.pageY},i=this._normValueFromMouse(a),s=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var e=Math.abs(i-r.values(t));(e<s||s===e&&(t===r._lastChangedValue||r.values(t)===l.min))&&(s=e,n=V(this),o=t)}),!1!==this._start(t,o)&&(this._mouseSliding=!0,this._handleIndex=o,this._addClass(n,null,"ui-state-active"),n.trigger("focus"),e=n.offset(),a=!V(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=a?{left:0,top:0}:{left:t.pageX-e.left-n.width()/2,top:t.pageY-e.top-n.height()/2-(parseInt(n.css("borderTopWidth"),10)||0)-(parseInt(n.css("borderBottomWidth"),10)||0)+(parseInt(n.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,i),this._animateOff=!0))},_mouseStart:function(){return!0},_mouseDrag:function(t){var e={x:t.pageX,y:t.pageY},e=this._normValueFromMouse(e);return this._slide(t,this._handleIndex,e),!1},_mouseStop:function(t){return this._removeClass(this.handles,null,"ui-state-active"),this._mouseSliding=!1,this._stop(t,this._handleIndex),this._change(t,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(t){var e,t="horizontal"===this.orientation?(e=this.elementSize.width,t.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(e=this.elementSize.height,t.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),t=t/e;return(t=1<t?1:t)<0&&(t=0),"vertical"===this.orientation&&(t=1-t),e=this._valueMax()-this._valueMin(),e=this._valueMin()+t*e,this._trimAlignValue(e)},_uiHash:function(t,e,i){var s={handle:this.handles[t],handleIndex:t,value:void 0!==e?e:this.value()};return this._hasMultipleValues()&&(s.value=void 0!==e?e:this.values(t),s.values=i||this.values()),s},_hasMultipleValues:function(){return this.options.values&&this.options.values.length},_start:function(t,e){return this._trigger("start",t,this._uiHash(e))},_slide:function(t,e,i){var s,n=this.value(),o=this.values();this._hasMultipleValues()&&(s=this.values(e?0:1),n=this.values(e),2===this.options.values.length&&!0===this.options.range&&(i=0===e?Math.min(s,i):Math.max(s,i)),o[e]=i),i!==n&&!1!==this._trigger("slide",t,this._uiHash(e,i,o))&&(this._hasMultipleValues()?this.values(e,i):this.value(i))},_stop:function(t,e){this._trigger("stop",t,this._uiHash(e))},_change:function(t,e){this._keySliding||this._mouseSliding||(this._lastChangedValue=e,this._trigger("change",t,this._uiHash(e)))},value:function(t){return arguments.length?(this.options.value=this._trimAlignValue(t),this._refreshValue(),void this._change(null,0)):this._value()},values:function(t,e){var i,s,n;if(1<arguments.length)return this.options.values[t]=this._trimAlignValue(e),this._refreshValue(),void this._change(null,t);if(!arguments.length)return this._values();if(!Array.isArray(t))return this._hasMultipleValues()?this._values(t):this.value();for(i=this.options.values,s=t,n=0;n<i.length;n+=1)i[n]=this._trimAlignValue(s[n]),this._change(null,n);this._refreshValue()},_setOption:function(t,e){var i,s=0;switch("range"===t&&!0===this.options.range&&("min"===e?(this.options.value=this._values(0),this.options.values=null):"max"===e&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),Array.isArray(this.options.values)&&(s=this.options.values.length),this._super(t,e),t){case"orientation":this._detectOrientation(),this._removeClass("ui-slider-horizontal ui-slider-vertical")._addClass("ui-slider-"+this.orientation),this._refreshValue(),this.options.range&&this._refreshRange(e),this.handles.css("horizontal"===e?"bottom":"left","");break;case"value":this._animateOff=!0,this._refreshValue(),this._change(null,0),this._animateOff=!1;break;case"values":for(this._animateOff=!0,this._refreshValue(),i=s-1;0<=i;i--)this._change(null,i);this._animateOff=!1;break;case"step":case"min":case"max":this._animateOff=!0,this._calculateNewMax(),this._refreshValue(),this._animateOff=!1;break;case"range":this._animateOff=!0,this._refresh(),this._animateOff=!1}},_setOptionDisabled:function(t){this._super(t),this._toggleClass(null,"ui-state-disabled",!!t)},_value:function(){var t=this.options.value;return t=this._trimAlignValue(t)},_values:function(t){var e,i;if(arguments.length)return t=this.options.values[t],t=this._trimAlignValue(t);if(this._hasMultipleValues()){for(e=this.options.values.slice(),i=0;i<e.length;i+=1)e[i]=this._trimAlignValue(e[i]);return e}return[]},_trimAlignValue:function(t){if(t<=this._valueMin())return this._valueMin();if(t>=this._valueMax())return this._valueMax();var e=0<this.options.step?this.options.step:1,i=(t-this._valueMin())%e,t=t-i;return 2*Math.abs(i)>=e&&(t+=0<i?e:-e),parseFloat(t.toFixed(5))},_calculateNewMax:function(){var t=this.options.max,e=this._valueMin(),i=this.options.step;(t=Math.round((t-e)/i)*i+e)>this.options.max&&(t-=i),this.max=parseFloat(t.toFixed(this._precision()))},_precision:function(){var t=this._precisionOf(this.options.step);return t=null!==this.options.min?Math.max(t,this._precisionOf(this.options.min)):t},_precisionOf:function(t){var e=t.toString(),t=e.indexOf(".");return-1===t?0:e.length-t-1},_valueMin:function(){return this.options.min},_valueMax:function(){return this.max},_refreshRange:function(t){"vertical"===t&&this.range.css({width:"",left:""}),"horizontal"===t&&this.range.css({height:"",bottom:""})},_refreshValue:function(){var e,i,t,s,n,o=this.options.range,a=this.options,r=this,l=!this._animateOff&&a.animate,h={};this._hasMultipleValues()?this.handles.each(function(t){i=(r.values(t)-r._valueMin())/(r._valueMax()-r._valueMin())*100,h["horizontal"===r.orientation?"left":"bottom"]=i+"%",V(this).stop(1,1)[l?"animate":"css"](h,a.animate),!0===r.options.range&&("horizontal"===r.orientation?(0===t&&r.range.stop(1,1)[l?"animate":"css"]({left:i+"%"},a.animate),1===t&&r.range[l?"animate":"css"]({width:i-e+"%"},{queue:!1,duration:a.animate})):(0===t&&r.range.stop(1,1)[l?"animate":"css"]({bottom:i+"%"},a.animate),1===t&&r.range[l?"animate":"css"]({height:i-e+"%"},{queue:!1,duration:a.animate}))),e=i}):(t=this.value(),s=this._valueMin(),n=this._valueMax(),i=n!==s?(t-s)/(n-s)*100:0,h["horizontal"===this.orientation?"left":"bottom"]=i+"%",this.handle.stop(1,1)[l?"animate":"css"](h,a.animate),"min"===o&&"horizontal"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({width:i+"%"},a.animate),"max"===o&&"horizontal"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({width:100-i+"%"},a.animate),"min"===o&&"vertical"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({height:i+"%"},a.animate),"max"===o&&"vertical"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({height:100-i+"%"},a.animate))},_handleEvents:{keydown:function(t){var e,i,s,n=V(t.target).data("ui-slider-handle-index");switch(t.keyCode){case V.ui.keyCode.HOME:case V.ui.keyCode.END:case V.ui.keyCode.PAGE_UP:case V.ui.keyCode.PAGE_DOWN:case V.ui.keyCode.UP:case V.ui.keyCode.RIGHT:case V.ui.keyCode.DOWN:case V.ui.keyCode.LEFT:if(t.preventDefault(),!this._keySliding&&(this._keySliding=!0,this._addClass(V(t.target),null,"ui-state-active"),!1===this._start(t,n)))return}switch(s=this.options.step,e=i=this._hasMultipleValues()?this.values(n):this.value(),t.keyCode){case V.ui.keyCode.HOME:i=this._valueMin();break;case V.ui.keyCode.END:i=this._valueMax();break;case V.ui.keyCode.PAGE_UP:i=this._trimAlignValue(e+(this._valueMax()-this._valueMin())/this.numPages);break;case V.ui.keyCode.PAGE_DOWN:i=this._trimAlignValue(e-(this._valueMax()-this._valueMin())/this.numPages);break;case V.ui.keyCode.UP:case V.ui.keyCode.RIGHT:if(e===this._valueMax())return;i=this._trimAlignValue(e+s);break;case V.ui.keyCode.DOWN:case V.ui.keyCode.LEFT:if(e===this._valueMin())return;i=this._trimAlignValue(e-s)}this._slide(t,n,i)},keyup:function(t){var e=V(t.target).data("ui-slider-handle-index");this._keySliding&&(this._keySliding=!1,this._stop(t,e),this._change(t,e),this._removeClass(V(t.target),null,"ui-state-active"))}}}),V.widget("ui.sortable",V.ui.mouse,{version:"1.13.2",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(t,e,i){return e<=t&&t<e+i},_isFloating:function(t){return/left|right/.test(t.css("float"))||/inline|table-cell/.test(t.css("display"))},_create:function(){this.containerCache={},this._addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(t,e){this._super(t,e),"handle"===t&&this._setHandleClassName()},_setHandleClassName:function(){var t=this;this._removeClass(this.element.find(".ui-sortable-handle"),"ui-sortable-handle"),V.each(this.items,function(){t._addClass(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item,"ui-sortable-handle")})},_destroy:function(){this._mouseDestroy();for(var t=this.items.length-1;0<=t;t--)this.items[t].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,e){var i=null,s=!1,n=this;return!this.reverting&&(!this.options.disabled&&"static"!==this.options.type&&(this._refreshItems(t),V(t.target).parents().each(function(){if(V.data(this,n.widgetName+"-item")===n)return i=V(this),!1}),!!(i=V.data(t.target,n.widgetName+"-item")===n?V(t.target):i)&&(!(this.options.handle&&!e&&(V(this.options.handle,i).find("*").addBack().each(function(){this===t.target&&(s=!0)}),!s))&&(this.currentItem=i,this._removeCurrentsFromItems(),!0))))},_mouseStart:function(t,e,i){var s,n,o=this.options;if((this.currentContainer=this).refreshPositions(),this.appendTo=V("parent"!==o.appendTo?o.appendTo:this.currentItem.parent()),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},V.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),this.scrollParent=this.placeholder.scrollParent(),V.extend(this.offset,{parent:this._getParentOffset()}),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(n=this.document.find("body"),this.storedCursor=n.css("cursor"),n.css("cursor",o.cursor),this.storedStylesheet=V("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(n)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!i)for(s=this.containers.length-1;0<=s;s--)this.containers[s]._trigger("activate",t,this._uiHash(this));return V.ui.ddmanager&&(V.ui.ddmanager.current=this),V.ui.ddmanager&&!o.dropBehaviour&&V.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this._addClass(this.helper,"ui-sortable-helper"),this.helper.parent().is(this.appendTo)||(this.helper.detach().appendTo(this.appendTo),this.offset.parent=this._getParentOffset()),this.position=this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,this.lastPositionAbs=this.positionAbs=this._convertPositionTo("absolute"),this._mouseDrag(t),!0},_scroll:function(t){var e=this.options,i=!1;return this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<e.scrollSensitivity?this.scrollParent[0].scrollTop=i=this.scrollParent[0].scrollTop+e.scrollSpeed:t.pageY-this.overflowOffset.top<e.scrollSensitivity&&(this.scrollParent[0].scrollTop=i=this.scrollParent[0].scrollTop-e.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<e.scrollSensitivity?this.scrollParent[0].scrollLeft=i=this.scrollParent[0].scrollLeft+e.scrollSpeed:t.pageX-this.overflowOffset.left<e.scrollSensitivity&&(this.scrollParent[0].scrollLeft=i=this.scrollParent[0].scrollLeft-e.scrollSpeed)):(t.pageY-this.document.scrollTop()<e.scrollSensitivity?i=this.document.scrollTop(this.document.scrollTop()-e.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<e.scrollSensitivity&&(i=this.document.scrollTop(this.document.scrollTop()+e.scrollSpeed)),t.pageX-this.document.scrollLeft()<e.scrollSensitivity?i=this.document.scrollLeft(this.document.scrollLeft()-e.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<e.scrollSensitivity&&(i=this.document.scrollLeft(this.document.scrollLeft()+e.scrollSpeed))),i},_mouseDrag:function(t){var e,i,s,n,o=this.options;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),o.scroll&&!1!==this._scroll(t)&&(this._refreshItemPositions(!0),V.ui.ddmanager&&!o.dropBehaviour&&V.ui.ddmanager.prepareOffsets(this,t)),this.dragDirection={vertical:this._getDragVerticalDirection(),horizontal:this._getDragHorizontalDirection()},e=this.items.length-1;0<=e;e--)if(s=(i=this.items[e]).item[0],(n=this._intersectsWithPointer(i))&&i.instance===this.currentContainer&&!(s===this.currentItem[0]||this.placeholder[1===n?"next":"prev"]()[0]===s||V.contains(this.placeholder[0],s)||"semi-dynamic"===this.options.type&&V.contains(this.element[0],s))){if(this.direction=1===n?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(i))break;this._rearrange(t,i),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),V.ui.ddmanager&&V.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,e){var i,s,n,o;if(t)return V.ui.ddmanager&&!this.options.dropBehaviour&&V.ui.ddmanager.drop(this,t),this.options.revert?(s=(i=this).placeholder.offset(),o={},(n=this.options.axis)&&"x"!==n||(o.left=s.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),n&&"y"!==n||(o.top=s.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,V(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){i._clear(t)})):this._clear(t,e),!1},cancel:function(){if(this.dragging){this._mouseUp(new V.Event("mouseup",{target:null})),"original"===this.options.helper?(this.currentItem.css(this._storedCSS),this._removeClass(this.currentItem,"ui-sortable-helper")):this.currentItem.show();for(var t=this.containers.length-1;0<=t;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),V.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?V(this.domPosition.prev).after(this.currentItem):V(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(e){var t=this._getItemsAsjQuery(e&&e.connected),i=[];return e=e||{},V(t).each(function(){var t=(V(e.item||this).attr(e.attribute||"id")||"").match(e.expression||/(.+)[\-=_](.+)/);t&&i.push((e.key||t[1]+"[]")+"="+(e.key&&e.expression?t[1]:t[2]))}),!i.length&&e.key&&i.push(e.key+"="),i.join("&")},toArray:function(t){var e=this._getItemsAsjQuery(t&&t.connected),i=[];return t=t||{},e.each(function(){i.push(V(t.item||this).attr(t.attribute||"id")||"")}),i},_intersectsWith:function(t){var e=this.positionAbs.left,i=e+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,o=t.left,a=o+t.width,r=t.top,l=r+t.height,h=this.offset.click.top,c=this.offset.click.left,h="x"===this.options.axis||r<s+h&&s+h<l,c="y"===this.options.axis||o<e+c&&e+c<a;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>t[this.floating?"width":"height"]?h&&c:o<e+this.helperProportions.width/2&&i-this.helperProportions.width/2<a&&r<s+this.helperProportions.height/2&&n-this.helperProportions.height/2<l},_intersectsWithPointer:function(t){var e="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,t.top,t.height),t="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,t.left,t.width);return!(!e||!t)&&(e=this.dragDirection.vertical,t=this.dragDirection.horizontal,this.floating?"right"===t||"down"===e?2:1:e&&("down"===e?2:1))},_intersectsWithSides:function(t){var e=this._isOverAxis(this.positionAbs.top+this.offset.click.top,t.top+t.height/2,t.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,t.left+t.width/2,t.width),s=this.dragDirection.vertical,t=this.dragDirection.horizontal;return this.floating&&t?"right"===t&&i||"left"===t&&!i:s&&("down"===s&&e||"up"===s&&!e)},_getDragVerticalDirection:function(){var t=this.positionAbs.top-this.lastPositionAbs.top;return 0!=t&&(0<t?"down":"up")},_getDragHorizontalDirection:function(){var t=this.positionAbs.left-this.lastPositionAbs.left;return 0!=t&&(0<t?"right":"left")},refresh:function(t){return this._refreshItems(t),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var t=this.options;return t.connectWith.constructor===String?[t.connectWith]:t.connectWith},_getItemsAsjQuery:function(t){var e,i,s,n,o=[],a=[],r=this._connectWith();if(r&&t)for(e=r.length-1;0<=e;e--)for(i=(s=V(r[e],this.document[0])).length-1;0<=i;i--)(n=V.data(s[i],this.widgetFullName))&&n!==this&&!n.options.disabled&&a.push(["function"==typeof n.options.items?n.options.items.call(n.element):V(n.options.items,n.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),n]);function l(){o.push(this)}for(a.push(["function"==typeof this.options.items?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):V(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),e=a.length-1;0<=e;e--)a[e][0].each(l);return V(o)},_removeCurrentsFromItems:function(){var i=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=V.grep(this.items,function(t){for(var e=0;e<i.length;e++)if(i[e]===t.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var e,i,s,n,o,a,r,l,h=this.items,c=[["function"==typeof this.options.items?this.options.items.call(this.element[0],t,{item:this.currentItem}):V(this.options.items,this.element),this]],u=this._connectWith();if(u&&this.ready)for(e=u.length-1;0<=e;e--)for(i=(s=V(u[e],this.document[0])).length-1;0<=i;i--)(n=V.data(s[i],this.widgetFullName))&&n!==this&&!n.options.disabled&&(c.push(["function"==typeof n.options.items?n.options.items.call(n.element[0],t,{item:this.currentItem}):V(n.options.items,n.element),n]),this.containers.push(n));for(e=c.length-1;0<=e;e--)for(o=c[e][1],l=(a=c[e][i=0]).length;i<l;i++)(r=V(a[i])).data(this.widgetName+"-item",o),h.push({item:r,instance:o,width:0,height:0,left:0,top:0})},_refreshItemPositions:function(t){for(var e,i,s=this.items.length-1;0<=s;s--)e=this.items[s],this.currentContainer&&e.instance!==this.currentContainer&&e.item[0]!==this.currentItem[0]||(i=this.options.toleranceElement?V(this.options.toleranceElement,e.item):e.item,t||(e.width=i.outerWidth(),e.height=i.outerHeight()),i=i.offset(),e.left=i.left,e.top=i.top)},refreshPositions:function(t){var e,i;if(this.floating=!!this.items.length&&("x"===this.options.axis||this._isFloating(this.items[0].item)),this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset()),this._refreshItemPositions(t),this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(e=this.containers.length-1;0<=e;e--)i=this.containers[e].element.offset(),this.containers[e].containerCache.left=i.left,this.containers[e].containerCache.top=i.top,this.containers[e].containerCache.width=this.containers[e].element.outerWidth(),this.containers[e].containerCache.height=this.containers[e].element.outerHeight();return this},_createPlaceholder:function(i){var s,n,o=(i=i||this).options;o.placeholder&&o.placeholder.constructor!==String||(s=o.placeholder,n=i.currentItem[0].nodeName.toLowerCase(),o.placeholder={element:function(){var t=V("<"+n+">",i.document[0]);return i._addClass(t,"ui-sortable-placeholder",s||i.currentItem[0].className)._removeClass(t,"ui-sortable-helper"),"tbody"===n?i._createTrPlaceholder(i.currentItem.find("tr").eq(0),V("<tr>",i.document[0]).appendTo(t)):"tr"===n?i._createTrPlaceholder(i.currentItem,t):"img"===n&&t.attr("src",i.currentItem.attr("src")),s||t.css("visibility","hidden"),t},update:function(t,e){s&&!o.forcePlaceholderSize||(e.height()&&(!o.forcePlaceholderSize||"tbody"!==n&&"tr"!==n)||e.height(i.currentItem.innerHeight()-parseInt(i.currentItem.css("paddingTop")||0,10)-parseInt(i.currentItem.css("paddingBottom")||0,10)),e.width()||e.width(i.currentItem.innerWidth()-parseInt(i.currentItem.css("paddingLeft")||0,10)-parseInt(i.currentItem.css("paddingRight")||0,10)))}}),i.placeholder=V(o.placeholder.element.call(i.element,i.currentItem)),i.currentItem.after(i.placeholder),o.placeholder.update(i,i.placeholder)},_createTrPlaceholder:function(t,e){var i=this;t.children().each(function(){V("<td> </td>",i.document[0]).attr("colspan",V(this).attr("colspan")||1).appendTo(e)})},_contactContainers:function(t){for(var e,i,s,n,o,a,r,l,h,c=null,u=null,d=this.containers.length-1;0<=d;d--)V.contains(this.currentItem[0],this.containers[d].element[0])||(this._intersectsWith(this.containers[d].containerCache)?c&&V.contains(this.containers[d].element[0],c.element[0])||(c=this.containers[d],u=d):this.containers[d].containerCache.over&&(this.containers[d]._trigger("out",t,this._uiHash(this)),this.containers[d].containerCache.over=0));if(c)if(1===this.containers.length)this.containers[u].containerCache.over||(this.containers[u]._trigger("over",t,this._uiHash(this)),this.containers[u].containerCache.over=1);else{for(i=1e4,s=null,n=(l=c.floating||this._isFloating(this.currentItem))?"left":"top",o=l?"width":"height",h=l?"pageX":"pageY",e=this.items.length-1;0<=e;e--)V.contains(this.containers[u].element[0],this.items[e].item[0])&&this.items[e].item[0]!==this.currentItem[0]&&(a=this.items[e].item.offset()[n],r=!1,t[h]-a>this.items[e][o]/2&&(r=!0),Math.abs(t[h]-a)<i&&(i=Math.abs(t[h]-a),s=this.items[e],this.direction=r?"up":"down"));(s||this.options.dropOnEmpty)&&(this.currentContainer!==this.containers[u]?(s?this._rearrange(t,s,null,!0):this._rearrange(t,null,this.containers[u].element,!0),this._trigger("change",t,this._uiHash()),this.containers[u]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[u],this.options.placeholder.update(this.currentContainer,this.placeholder),this.scrollParent=this.placeholder.scrollParent(),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this.containers[u]._trigger("over",t,this._uiHash(this)),this.containers[u].containerCache.over=1):this.currentContainer.containerCache.over||(this.containers[u]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1))}},_createHelper:function(t){var e=this.options,t="function"==typeof e.helper?V(e.helper.apply(this.element[0],[t,this.currentItem])):"clone"===e.helper?this.currentItem.clone():this.currentItem;return t.parents("body").length||this.appendTo[0].appendChild(t[0]),t[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),t[0].style.width&&!e.forceHelperSize||t.width(this.currentItem.width()),t[0].style.height&&!e.forceHelperSize||t.height(this.currentItem.height()),t},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),"left"in(t=Array.isArray(t)?{left:+t[0],top:+t[1]||0}:t)&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&V.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),{top:(t=this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&V.ui.ie?{top:0,left:0}:t).top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var t=this.currentItem.position();return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:t.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,e,i=this.options;"parent"===i.containment&&(i.containment=this.helper[0].parentNode),"document"!==i.containment&&"window"!==i.containment||(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===i.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===i.containment?this.document.height()||document.body.parentNode.scrollHeight:this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(i.containment)||(t=V(i.containment)[0],e=V(i.containment).offset(),i="hidden"!==V(t).css("overflow"),this.containment=[e.left+(parseInt(V(t).css("borderLeftWidth"),10)||0)+(parseInt(V(t).css("paddingLeft"),10)||0)-this.margins.left,e.top+(parseInt(V(t).css("borderTopWidth"),10)||0)+(parseInt(V(t).css("paddingTop"),10)||0)-this.margins.top,e.left+(i?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(V(t).css("borderLeftWidth"),10)||0)-(parseInt(V(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,e.top+(i?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(V(t).css("borderTopWidth"),10)||0)-(parseInt(V(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,e){e=e||this.position;var i="absolute"===t?1:-1,s="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&V.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,t=/(html|body)/i.test(s[0].tagName);return{top:e.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():t?0:s.scrollTop())*i,left:e.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():t?0:s.scrollLeft())*i}},_generatePosition:function(t){var e=this.options,i=t.pageX,s=t.pageY,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&V.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,o=/(html|body)/i.test(n[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(i=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(s=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(i=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(s=this.containment[3]+this.offset.click.top)),e.grid&&(t=this.originalPageY+Math.round((s-this.originalPageY)/e.grid[1])*e.grid[1],s=!this.containment||t-this.offset.click.top>=this.containment[1]&&t-this.offset.click.top<=this.containment[3]?t:t-this.offset.click.top>=this.containment[1]?t-e.grid[1]:t+e.grid[1],t=this.originalPageX+Math.round((i-this.originalPageX)/e.grid[0])*e.grid[0],i=!this.containment||t-this.offset.click.left>=this.containment[0]&&t-this.offset.click.left<=this.containment[2]?t:t-this.offset.click.left>=this.containment[0]?t-e.grid[0]:t+e.grid[0])),{top:s-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():o?0:n.scrollTop()),left:i-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():o?0:n.scrollLeft())}},_rearrange:function(t,e,i,s){i?i[0].appendChild(this.placeholder[0]):e.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?e.item[0]:e.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(t,e){this.reverting=!1;var i,s=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(i in this._storedCSS)"auto"!==this._storedCSS[i]&&"static"!==this._storedCSS[i]||(this._storedCSS[i]="");this.currentItem.css(this._storedCSS),this._removeClass(this.currentItem,"ui-sortable-helper")}else this.currentItem.show();function n(e,i,s){return function(t){s._trigger(e,t,i._uiHash(i))}}for(this.fromOutside&&!e&&s.push(function(t){this._trigger("receive",t,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||e||s.push(function(t){this._trigger("update",t,this._uiHash())}),this!==this.currentContainer&&(e||(s.push(function(t){this._trigger("remove",t,this._uiHash())}),s.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),s.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),i=this.containers.length-1;0<=i;i--)e||s.push(n("deactivate",this,this.containers[i])),this.containers[i].containerCache.over&&(s.push(n("out",this,this.containers[i])),this.containers[i].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,e||this._trigger("beforeStop",t,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!e){for(i=0;i<s.length;i++)s[i].call(this,t);this._trigger("stop",t,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){!1===V.Widget.prototype._trigger.apply(this,arguments)&&this.cancel()},_uiHash:function(t){var e=t||this;return{helper:e.helper,placeholder:e.placeholder||V([]),position:e.position,originalPosition:e.originalPosition,offset:e.positionAbs,item:e.currentItem,sender:t?t.element:null}}});function ht(e){return function(){var t=this.element.val();e.apply(this,arguments),this._refresh(),t!==this.element.val()&&this._trigger("change")}}V.widget("ui.spinner",{version:"1.13.2",defaultElement:"<input>",widgetEventPrefix:"spin",options:{classes:{"ui-spinner":"ui-corner-all","ui-spinner-down":"ui-corner-br","ui-spinner-up":"ui-corner-tr"},culture:null,icons:{down:"ui-icon-triangle-1-s",up:"ui-icon-triangle-1-n"},incremental:!0,max:null,min:null,numberFormat:null,page:10,step:1,change:null,spin:null,start:null,stop:null},_create:function(){this._setOption("max",this.options.max),this._setOption("min",this.options.min),this._setOption("step",this.options.step),""!==this.value()&&this._value(this.element.val(),!0),this._draw(),this._on(this._events),this._refresh(),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_getCreateOptions:function(){var s=this._super(),n=this.element;return V.each(["min","max","step"],function(t,e){var i=n.attr(e);null!=i&&i.length&&(s[e]=i)}),s},_events:{keydown:function(t){this._start(t)&&this._keydown(t)&&t.preventDefault()},keyup:"_stop",focus:function(){this.previous=this.element.val()},blur:function(t){this.cancelBlur?delete this.cancelBlur:(this._stop(),this._refresh(),this.previous!==this.element.val()&&this._trigger("change",t))},mousewheel:function(t,e){var i=V.ui.safeActiveElement(this.document[0]);if(this.element[0]===i&&e){if(!this.spinning&&!this._start(t))return!1;this._spin((0<e?1:-1)*this.options.step,t),clearTimeout(this.mousewheelTimer),this.mousewheelTimer=this._delay(function(){this.spinning&&this._stop(t)},100),t.preventDefault()}},"mousedown .ui-spinner-button":function(t){var e;function i(){this.element[0]===V.ui.safeActiveElement(this.document[0])||(this.element.trigger("focus"),this.previous=e,this._delay(function(){this.previous=e}))}e=this.element[0]===V.ui.safeActiveElement(this.document[0])?this.previous:this.element.val(),t.preventDefault(),i.call(this),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur,i.call(this)}),!1!==this._start(t)&&this._repeat(null,V(t.currentTarget).hasClass("ui-spinner-up")?1:-1,t)},"mouseup .ui-spinner-button":"_stop","mouseenter .ui-spinner-button":function(t){if(V(t.currentTarget).hasClass("ui-state-active"))return!1!==this._start(t)&&void this._repeat(null,V(t.currentTarget).hasClass("ui-spinner-up")?1:-1,t)},"mouseleave .ui-spinner-button":"_stop"},_enhance:function(){this.uiSpinner=this.element.attr("autocomplete","off").wrap("<span>").parent().append("<a></a><a></a>")},_draw:function(){this._enhance(),this._addClass(this.uiSpinner,"ui-spinner","ui-widget ui-widget-content"),this._addClass("ui-spinner-input"),this.element.attr("role","spinbutton"),this.buttons=this.uiSpinner.children("a").attr("tabIndex",-1).attr("aria-hidden",!0).button({classes:{"ui-button":""}}),this._removeClass(this.buttons,"ui-corner-all"),this._addClass(this.buttons.first(),"ui-spinner-button ui-spinner-up"),this._addClass(this.buttons.last(),"ui-spinner-button ui-spinner-down"),this.buttons.first().button({icon:this.options.icons.up,showLabel:!1}),this.buttons.last().button({icon:this.options.icons.down,showLabel:!1}),this.buttons.height()>Math.ceil(.5*this.uiSpinner.height())&&0<this.uiSpinner.height()&&this.uiSpinner.height(this.uiSpinner.height())},_keydown:function(t){var e=this.options,i=V.ui.keyCode;switch(t.keyCode){case i.UP:return this._repeat(null,1,t),!0;case i.DOWN:return this._repeat(null,-1,t),!0;case i.PAGE_UP:return this._repeat(null,e.page,t),!0;case i.PAGE_DOWN:return this._repeat(null,-e.page,t),!0}return!1},_start:function(t){return!(!this.spinning&&!1===this._trigger("start",t))&&(this.counter||(this.counter=1),this.spinning=!0)},_repeat:function(t,e,i){t=t||500,clearTimeout(this.timer),this.timer=this._delay(function(){this._repeat(40,e,i)},t),this._spin(e*this.options.step,i)},_spin:function(t,e){var i=this.value()||0;this.counter||(this.counter=1),i=this._adjustValue(i+t*this._increment(this.counter)),this.spinning&&!1===this._trigger("spin",e,{value:i})||(this._value(i),this.counter++)},_increment:function(t){var e=this.options.incremental;return e?"function"==typeof e?e(t):Math.floor(t*t*t/5e4-t*t/500+17*t/200+1):1},_precision:function(){var t=this._precisionOf(this.options.step);return t=null!==this.options.min?Math.max(t,this._precisionOf(this.options.min)):t},_precisionOf:function(t){var e=t.toString(),t=e.indexOf(".");return-1===t?0:e.length-t-1},_adjustValue:function(t){var e=this.options,i=null!==e.min?e.min:0,s=t-i;return t=i+Math.round(s/e.step)*e.step,t=parseFloat(t.toFixed(this._precision())),null!==e.max&&t>e.max?e.max:null!==e.min&&t<e.min?e.min:t},_stop:function(t){this.spinning&&(clearTimeout(this.timer),clearTimeout(this.mousewheelTimer),this.counter=0,this.spinning=!1,this._trigger("stop",t))},_setOption:function(t,e){var i;if("culture"===t||"numberFormat"===t)return i=this._parse(this.element.val()),this.options[t]=e,void this.element.val(this._format(i));"max"!==t&&"min"!==t&&"step"!==t||"string"==typeof e&&(e=this._parse(e)),"icons"===t&&(i=this.buttons.first().find(".ui-icon"),this._removeClass(i,null,this.options.icons.up),this._addClass(i,null,e.up),i=this.buttons.last().find(".ui-icon"),this._removeClass(i,null,this.options.icons.down),this._addClass(i,null,e.down)),this._super(t,e)},_setOptionDisabled:function(t){this._super(t),this._toggleClass(this.uiSpinner,null,"ui-state-disabled",!!t),this.element.prop("disabled",!!t),this.buttons.button(t?"disable":"enable")},_setOptions:ht(function(t){this._super(t)}),_parse:function(t){return""===(t="string"==typeof t&&""!==t?window.Globalize&&this.options.numberFormat?Globalize.parseFloat(t,10,this.options.culture):+t:t)||isNaN(t)?null:t},_format:function(t){return""===t?"":window.Globalize&&this.options.numberFormat?Globalize.format(t,this.options.numberFormat,this.options.culture):t},_refresh:function(){this.element.attr({"aria-valuemin":this.options.min,"aria-valuemax":this.options.max,"aria-valuenow":this._parse(this.element.val())})},isValid:function(){var t=this.value();return null!==t&&t===this._adjustValue(t)},_value:function(t,e){var i;""!==t&&null!==(i=this._parse(t))&&(e||(i=this._adjustValue(i)),t=this._format(i)),this.element.val(t),this._refresh()},_destroy:function(){this.element.prop("disabled",!1).removeAttr("autocomplete role aria-valuemin aria-valuemax aria-valuenow"),this.uiSpinner.replaceWith(this.element)},stepUp:ht(function(t){this._stepUp(t)}),_stepUp:function(t){this._start()&&(this._spin((t||1)*this.options.step),this._stop())},stepDown:ht(function(t){this._stepDown(t)}),_stepDown:function(t){this._start()&&(this._spin((t||1)*-this.options.step),this._stop())},pageUp:ht(function(t){this._stepUp((t||1)*this.options.page)}),pageDown:ht(function(t){this._stepDown((t||1)*this.options.page)}),value:function(t){if(!arguments.length)return this._parse(this.element.val());ht(this._value).call(this,t)},widget:function(){return this.uiSpinner}}),!1!==V.uiBackCompat&&V.widget("ui.spinner",V.ui.spinner,{_enhance:function(){this.uiSpinner=this.element.attr("autocomplete","off").wrap(this._uiSpinnerHtml()).parent().append(this._buttonHtml())},_uiSpinnerHtml:function(){return"<span>"},_buttonHtml:function(){return"<a></a><a></a>"}});var ct;V.ui.spinner;V.widget("ui.tabs",{version:"1.13.2",delay:300,options:{active:null,classes:{"ui-tabs":"ui-corner-all","ui-tabs-nav":"ui-corner-all","ui-tabs-panel":"ui-corner-bottom","ui-tabs-tab":"ui-corner-top"},collapsible:!1,event:"click",heightStyle:"content",hide:null,show:null,activate:null,beforeActivate:null,beforeLoad:null,load:null},_isLocal:(ct=/#.*$/,function(t){var e=t.href.replace(ct,""),i=location.href.replace(ct,"");try{e=decodeURIComponent(e)}catch(t){}try{i=decodeURIComponent(i)}catch(t){}return 1<t.hash.length&&e===i}),_create:function(){var e=this,t=this.options;this.running=!1,this._addClass("ui-tabs","ui-widget ui-widget-content"),this._toggleClass("ui-tabs-collapsible",null,t.collapsible),this._processTabs(),t.active=this._initialActive(),Array.isArray(t.disabled)&&(t.disabled=V.uniqueSort(t.disabled.concat(V.map(this.tabs.filter(".ui-state-disabled"),function(t){return e.tabs.index(t)}))).sort()),!1!==this.options.active&&this.anchors.length?this.active=this._findActive(t.active):this.active=V(),this._refresh(),this.active.length&&this.load(t.active)},_initialActive:function(){var i=this.options.active,t=this.options.collapsible,s=location.hash.substring(1);return null===i&&(s&&this.tabs.each(function(t,e){if(V(e).attr("aria-controls")===s)return i=t,!1}),null!==(i=null===i?this.tabs.index(this.tabs.filter(".ui-tabs-active")):i)&&-1!==i||(i=!!this.tabs.length&&0)),!1!==i&&-1===(i=this.tabs.index(this.tabs.eq(i)))&&(i=!t&&0),i=!t&&!1===i&&this.anchors.length?0:i},_getCreateEventData:function(){return{tab:this.active,panel:this.active.length?this._getPanelForTab(this.active):V()}},_tabKeydown:function(t){var e=V(V.ui.safeActiveElement(this.document[0])).closest("li"),i=this.tabs.index(e),s=!0;if(!this._handlePageNav(t)){switch(t.keyCode){case V.ui.keyCode.RIGHT:case V.ui.keyCode.DOWN:i++;break;case V.ui.keyCode.UP:case V.ui.keyCode.LEFT:s=!1,i--;break;case V.ui.keyCode.END:i=this.anchors.length-1;break;case V.ui.keyCode.HOME:i=0;break;case V.ui.keyCode.SPACE:return t.preventDefault(),clearTimeout(this.activating),void this._activate(i);case V.ui.keyCode.ENTER:return t.preventDefault(),clearTimeout(this.activating),void this._activate(i!==this.options.active&&i);default:return}t.preventDefault(),clearTimeout(this.activating),i=this._focusNextTab(i,s),t.ctrlKey||t.metaKey||(e.attr("aria-selected","false"),this.tabs.eq(i).attr("aria-selected","true"),this.activating=this._delay(function(){this.option("active",i)},this.delay))}},_panelKeydown:function(t){this._handlePageNav(t)||t.ctrlKey&&t.keyCode===V.ui.keyCode.UP&&(t.preventDefault(),this.active.trigger("focus"))},_handlePageNav:function(t){return t.altKey&&t.keyCode===V.ui.keyCode.PAGE_UP?(this._activate(this._focusNextTab(this.options.active-1,!1)),!0):t.altKey&&t.keyCode===V.ui.keyCode.PAGE_DOWN?(this._activate(this._focusNextTab(this.options.active+1,!0)),!0):void 0},_findNextTab:function(t,e){var i=this.tabs.length-1;for(;-1!==V.inArray(t=(t=i<t?0:t)<0?i:t,this.options.disabled);)t=e?t+1:t-1;return t},_focusNextTab:function(t,e){return t=this._findNextTab(t,e),this.tabs.eq(t).trigger("focus"),t},_setOption:function(t,e){"active"!==t?(this._super(t,e),"collapsible"===t&&(this._toggleClass("ui-tabs-collapsible",null,e),e||!1!==this.options.active||this._activate(0)),"event"===t&&this._setupEvents(e),"heightStyle"===t&&this._setupHeightStyle(e)):this._activate(e)},_sanitizeSelector:function(t){return t?t.replace(/[!"$%&'()*+,.\/:;<=>?@\[\]\^`{|}~]/g,"\\$&"):""},refresh:function(){var t=this.options,e=this.tablist.children(":has(a[href])");t.disabled=V.map(e.filter(".ui-state-disabled"),function(t){return e.index(t)}),this._processTabs(),!1!==t.active&&this.anchors.length?this.active.length&&!V.contains(this.tablist[0],this.active[0])?this.tabs.length===t.disabled.length?(t.active=!1,this.active=V()):this._activate(this._findNextTab(Math.max(0,t.active-1),!1)):t.active=this.tabs.index(this.active):(t.active=!1,this.active=V()),this._refresh()},_refresh:function(){this._setOptionDisabled(this.options.disabled),this._setupEvents(this.options.event),this._setupHeightStyle(this.options.heightStyle),this.tabs.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}),this.panels.not(this._getPanelForTab(this.active)).hide().attr({"aria-hidden":"true"}),this.active.length?(this.active.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}),this._addClass(this.active,"ui-tabs-active","ui-state-active"),this._getPanelForTab(this.active).show().attr({"aria-hidden":"false"})):this.tabs.eq(0).attr("tabIndex",0)},_processTabs:function(){var 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i=V.Event("blur"),e=e.element;i.target=i.currentTarget=e[0],s.close(i,!0),V("#"+t).remove(),e.data("ui-tooltip-title")&&(e.attr("title")||e.attr("title",e.data("ui-tooltip-title")),e.removeData("ui-tooltip-title"))}),this.liveRegion.remove()}}),!1!==V.uiBackCompat&&V.widget("ui.tooltip",V.ui.tooltip,{options:{tooltipClass:null},_tooltip:function(){var t=this._superApply(arguments);return this.options.tooltipClass&&t.tooltip.addClass(this.options.tooltipClass),t}});V.ui.tooltip});</script> <style type="text/css"> .tocify { @@ -1315,7 +1309,7 @@ window.initializeCodeFolding = function(show) { $(this).detach().appendTo(div); // add a show code button right above - var showCodeText = $('<span>' + (showThis ? 'Hide' : 'Code') + '</span>'); + var showCodeText = $('<span>' + (showThis ? 'Hide' : 'Show') + '</span>'); var showCodeButton = $('<button type="button" class="btn btn-default btn-xs btn-secondary btn-sm code-folding-btn pull-right float-right"></button>'); showCodeButton.append(showCodeText); showCodeButton @@ -1341,7 +1335,7 @@ window.initializeCodeFolding = function(show) { // * Change text // * add a class for intermediate states styling div.on('hide.bs.collapse', function () { - showCodeText.text('Code'); + showCodeText.text('Show'); showCodeButton.addClass('btn-collapsing'); }); div.on('hidden.bs.collapse', function () { @@ -1615,7 +1609,7 @@ div.tocify { <h1 class="title toc-ignore">Example evaluations of the dimethenamid data from 2018</h1> <h4 class="author">Johannes Ranke</h4> -<h4 class="date">Last change 1 July 2022, built on 05 Jan 2023</h4> +<h4 class="date">Last change 1 July 2022, built on 13 Feb 2025</h4> </div> @@ -1696,7 +1690,7 @@ smaller values (panel to the right):</p> <p>Using biexponential decline (DFOP) results in a slightly more random scatter of the residuals:</p> <pre class="r"><code>plot(mixed(f_parent_mkin_const["DFOP", ]))</code></pre> -<p><img 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" 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" /><!-- --></p> <p>The population curve (bold line) in the above plot results from taking the mean of the individual transformed parameters, i.e. of log k1 and log k2, as well as of the logit of the g parameter of the DFOP @@ -1707,7 +1701,7 @@ dominates the average. This is alleviated if only rate constants that pass the t-test for significant difference from zero (on the untransformed scale) are considered in the averaging:</p> <pre class="r"><code>plot(mixed(f_parent_mkin_const["DFOP", ]), test_log_parms = TRUE)</code></pre> -<p><img src="data:image/png;base64,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" 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" /><!-- --></p> <p>While this is visually much more satisfactory, such an average procedure could introduce a bias, as not all results from the individual fits enter the population curve with the same weight. This is where @@ -1718,7 +1712,7 @@ degradation model and the error model (see below).</p> predicted residues is reduced by using the two-component error model:</p> <pre class="r"><code>plot(mixed(f_parent_mkin_tc["DFOP", ]), test_log_parms = TRUE)</code></pre> -<p><img src="data:image/png;base64,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" 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" /><!-- --></p> <p>However, note that in the case of using this error model, the fits to the Flaach and BBA 2.3 datasets appear to be ill-defined, indicated by the fact that they did not converge:</p> @@ -1728,7 +1722,7 @@ Status of individual fits: dataset model Calke Borstel Flaach BBA 2.2 BBA 2.3 Elliot - DFOP OK OK C OK C OK + DFOP OK OK OK OK C OK C: Optimisation did not converge: iteration limit reached without convergence (10) @@ -1780,7 +1774,7 @@ indicates that this difference is significant as the p-value is below <pre><code> Model df AIC BIC logLik Test L.Ratio p-value f_parent_nlme_sfo_const 1 5 796.60 811.82 -393.30 f_parent_nlme_sfo_tc 2 6 798.60 816.86 -393.30 1 vs 2 0.00 0.998 -f_parent_nlme_dfop_tc 3 10 671.91 702.34 -325.96 2 vs 3 134.69 <.0001</code></pre> +f_parent_nlme_dfop_tc 3 10 671.91 702.34 -325.95 2 vs 3 134.69 <.0001</code></pre> <p>In addition to these fits, attempts were also made to include correlations between random effects by using the log Cholesky parameterisation of the matrix specifying them. The code used for these @@ -1801,7 +1795,7 @@ effects does not improve the fits.</p> <p>The selected model (DFOP with two-component error) fitted to the data assuming no correlations between random effects is shown below.</p> <pre class="r"><code>plot(f_parent_nlme_dfop_tc)</code></pre> -<p><img src="data:image/png;base64,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" 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" /><!-- --></p> </div> <div id="saemix" class="section level3"> <h3>saemix</h3> @@ -1861,11 +1855,11 @@ DMTA_0 97.99583 96.50079 99.4909 k1 0.06377 0.03432 0.0932 k2 0.00848 0.00444 0.0125 g 0.95701 0.91313 1.0009 -a.1 1.82141 1.65122 1.9916 -SD.DMTA_0 1.64787 0.45772 2.8380 +a.1 1.82141 1.60516 2.0377 +SD.DMTA_0 1.64787 0.45729 2.8384 SD.k1 0.57439 0.24731 0.9015 -SD.k2 0.03296 -2.50195 2.5679 -SD.g 1.10266 0.32369 1.8816</code></pre> +SD.k2 0.03296 -2.50524 2.5712 +SD.g 1.10266 0.32354 1.8818</code></pre> <p>While the other parameters converge to credible values, the variance of k2 (<code>omega2.k2</code>) converges to a very small value. The printout of the <code>saem.mmkin</code> model shows that the estimated @@ -1881,7 +1875,7 @@ of <code>SD.k2</code>.</p> f_parent_saemix_dfop_tc_moreiter <- mkin::saem(f_parent_mkin_tc["DFOP", ], quiet = TRUE, control = saemix_control_moreiter, transformations = "saemix") plot(f_parent_saemix_dfop_tc$so, plot.type = "convergence")</code></pre> -<p><img 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" 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" /><!-- --></p> <pre class="r"><code>print(f_parent_saemix_dfop_tc)</code></pre> <pre><code>Kinetic nonlinear mixed-effects model fit by SAEM Structural model: @@ -1897,17 +1891,17 @@ Likelihood computed by importance sampling 666 664 -323 Fitted parameters: - estimate lower upper -DMTA_0 98.27617 96.3088 100.2436 -k1 0.06437 0.0337 0.0950 -k2 0.00880 0.0063 0.0113 -g 0.95249 0.9100 0.9949 -a.1 1.06161 0.8625 1.2607 -b.1 0.02967 0.0226 0.0367 -SD.DMTA_0 2.06075 0.4187 3.7028 -SD.k1 0.59357 0.2561 0.9310 -SD.k2 0.00292 -10.2960 10.3019 -SD.g 1.05725 0.3808 1.7337</code></pre> + estimate lower upper +DMTA_0 98.24165 96.29190 100.1914 +k1 0.06421 0.03352 0.0949 +k2 0.00866 0.00617 0.0111 +g 0.95340 0.91218 0.9946 +a.1 1.06463 0.87979 1.2495 +b.1 0.02964 0.02266 0.0366 +SD.DMTA_0 2.03611 0.40361 3.6686 +SD.k1 0.59534 0.25692 0.9338 +SD.k2 0.00042 -73.00540 73.0062 +SD.g 1.04234 0.37189 1.7128</code></pre> <p>Doubling the number of iterations in the first phase of the algorithm leads to a slightly lower likelihood, and therefore to slightly higher AIC and BIC values. With even more iterations, the algorithm stops with @@ -1937,8 +1931,8 @@ print(AIC_parent_saemix)</code></pre> SFO const 796.38 795.34 SFO tc 798.38 797.13 DFOP const 705.75 703.88 -DFOP tc 665.65 663.57 -DFOP tc more iterations 665.88 663.80</code></pre> +DFOP tc 665.67 663.59 +DFOP tc more iterations 665.85 663.76</code></pre> <p>In order to check the influence of the likelihood calculation algorithms implemented in saemix, the likelihood from Gaussian quadrature is added to the best fit, and the AIC values obtained from @@ -1952,7 +1946,7 @@ AIC_parent_saemix_methods <- c( ) print(AIC_parent_saemix_methods)</code></pre> <pre><code> is gq lin -665.65 665.68 665.11 </code></pre> +665.67 665.74 665.13 </code></pre> <p>The AIC values based on importance sampling and Gaussian quadrature are very similar. Using linearisation is known to be less accurate, but still gives a similar value.</p> @@ -1976,7 +1970,7 @@ AIC_parent_saemix_methods_defaults <- c( ) print(AIC_parent_saemix_methods_defaults)</code></pre> <pre><code> is gq lin -669.77 669.36 670.95 </code></pre> +670.09 669.37 671.29 </code></pre> </div> </div> <div id="comparison" class="section level2"> @@ -2024,15 +2018,15 @@ kable(AIC_all)</code></pre> <td align="left">DFOP</td> <td align="left">const</td> <td align="right">NA</td> -<td align="right">709.26</td> +<td align="right">704.95</td> <td align="right">705.75</td> </tr> <tr class="even"> <td align="left">DFOP</td> <td align="left">tc</td> <td align="right">671.91</td> -<td align="right">665.11</td> -<td align="right">665.65</td> +<td align="right">665.13</td> +<td align="right">665.67</td> </tr> </tbody> </table> @@ -2058,13 +2052,13 @@ satisfactory precision.</p> <div id="session-info" class="section level1"> <h1>Session Info</h1> <pre class="r"><code>sessionInfo()</code></pre> -<pre><code>R version 4.2.2 Patched (2022-11-10 r83330) -Platform: x86_64-pc-linux-gnu (64-bit) -Running under: Debian GNU/Linux bookworm/sid +<pre><code>R version 4.4.2 (2024-10-31) +Platform: x86_64-pc-linux-gnu +Running under: Debian GNU/Linux 12 (bookworm) Matrix products: default -BLAS: /usr/lib/x86_64-linux-gnu/openblas-serial/libblas.so.3 -LAPACK: /usr/lib/x86_64-linux-gnu/openblas-serial/libopenblas-r0.3.21.so +BLAS: /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.11.0 +LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.11.0 locale: [1] LC_CTYPE=de_DE.UTF-8 LC_NUMERIC=C @@ -2074,25 +2068,28 @@ locale: [9] LC_ADDRESS=C LC_TELEPHONE=C [11] LC_MEASUREMENT=de_DE.UTF-8 LC_IDENTIFICATION=C +time zone: Europe/Berlin +tzcode source: system (glibc) + attached base packages: [1] stats graphics grDevices utils datasets methods base other attached packages: -[1] saemix_3.2 npde_3.3 nlme_3.1-161 mkin_1.2.2 knitr_1.41 +[1] saemix_3.3 npde_3.5 nlme_3.1-166 mkin_1.2.9 +[5] knitr_1.49 rmarkdown_2.29 nvimcom_0.9-167 loaded via a namespace (and not attached): - [1] highr_0.9 bslib_0.4.2 compiler_4.2.2 pillar_1.8.1 - [5] jquerylib_0.1.4 tools_4.2.2 mclust_6.0.0 digest_0.6.31 - [9] jsonlite_1.8.4 evaluate_0.19 lifecycle_1.0.3 tibble_3.1.8 -[13] gtable_0.3.1 lattice_0.20-45 pkgconfig_2.0.3 rlang_1.0.6 -[17] DBI_1.1.3 cli_3.5.0 yaml_2.3.6 parallel_4.2.2 -[21] xfun_0.35 fastmap_1.1.0 gridExtra_2.3 dplyr_1.0.10 -[25] stringr_1.5.0 generics_0.1.3 vctrs_0.5.1 sass_0.4.4 -[29] tidyselect_1.2.0 lmtest_0.9-40 grid_4.2.2 deSolve_1.34 -[33] glue_1.6.2 R6_2.5.1 fansi_1.0.3 rmarkdown_2.19 -[37] ggplot2_3.4.0 magrittr_2.0.3 codetools_0.2-18 scales_1.2.1 -[41] htmltools_0.5.4 assertthat_0.2.1 colorspace_2.0-3 utf8_1.2.2 -[45] stringi_1.7.8 munsell_0.5.0 cachem_1.0.6 zoo_1.8-11 </code></pre> + [1] gtable_0.3.6 jsonlite_1.8.9 dplyr_1.1.4 compiler_4.4.2 + [5] tidyselect_1.2.1 colorout_1.3-2 parallel_4.4.2 gridExtra_2.3 + [9] jquerylib_0.1.4 scales_1.3.0 yaml_2.3.10 fastmap_1.2.0 +[13] lattice_0.22-6 ggplot2_3.5.1 R6_2.5.1 generics_0.1.3 +[17] lmtest_0.9-40 MASS_7.3-61 tibble_3.2.1 munsell_0.5.1 +[21] bslib_0.8.0 pillar_1.9.0 rlang_1.1.4 utf8_1.2.4 +[25] cachem_1.1.0 xfun_0.49 sass_0.4.9 cli_3.6.3 +[29] magrittr_2.0.3 digest_0.6.37 grid_4.4.2 mclust_6.1.1 +[33] lifecycle_1.0.4 vctrs_0.6.5 evaluate_1.0.1 glue_1.8.0 +[37] codetools_0.2-20 zoo_1.8-12 fansi_1.0.6 colorspace_2.1-1 +[41] tools_4.4.2 pkgconfig_2.0.3 htmltools_0.5.8.1</code></pre> </div> <div id="references" class="section level1"> <h1>References</h1> diff --git a/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_const-1.png b/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_const-1.png Binary files differindex 505072ce..627e5c95 100644 --- a/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_const-1.png +++ b/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_const-1.png diff --git a/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_const_test-1.png b/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_const_test-1.png Binary files differindex 505072ce..627e5c95 100644 --- a/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_const_test-1.png +++ b/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_const_test-1.png diff --git a/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_tc_test-1.png b/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_tc_test-1.png Binary files differindex 0dd4da39..9f40fc35 100644 --- a/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_tc_test-1.png +++ b/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_mkin_dfop_tc_test-1.png diff --git a/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc-1.png b/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc-1.png Binary files differindex d154dc9b..fa5d34f0 100644 --- a/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc-1.png +++ b/vignettes/web_only/dimethenamid_2018_files/figure-html/f_parent_saemix_dfop_tc-1.png diff --git a/vignettes/web_only/dimethenamid_2018_files/figure-html/plot_parent_nlme-1.png b/vignettes/web_only/dimethenamid_2018_files/figure-html/plot_parent_nlme-1.png Binary files differindex a799b14c..6bcf3434 100644 --- a/vignettes/web_only/dimethenamid_2018_files/figure-html/plot_parent_nlme-1.png +++ b/vignettes/web_only/dimethenamid_2018_files/figure-html/plot_parent_nlme-1.png diff --git a/vignettes/web_only/mkin_benchmarks.rda b/vignettes/web_only/mkin_benchmarks.rda Binary files differindex 419192da..2ca666d4 100644 --- a/vignettes/web_only/mkin_benchmarks.rda +++ b/vignettes/web_only/mkin_benchmarks.rda diff --git a/vignettes/web_only/saem_benchmarks.rda b/vignettes/web_only/saem_benchmarks.rda Binary files differindex 52d623f2..d2e9b391 100644 --- a/vignettes/web_only/saem_benchmarks.rda +++ b/vignettes/web_only/saem_benchmarks.rda diff --git a/vignettes/web_only/saem_benchmarks.rmd b/vignettes/web_only/saem_benchmarks.rmd index 6aeefd7f..ae61f153 100644 --- a/vignettes/web_only/saem_benchmarks.rmd +++ b/vignettes/web_only/saem_benchmarks.rmd @@ -40,7 +40,13 @@ saemix_version <- as.character(packageVersion("saemix")) R_version <- paste0(R.version$major, ".", R.version$minor) system_string <- paste0(operating_system, ", ", cpu_model, ", mkin ", mkin_version, ", saemix ", saemix_version, ", R ", R_version) -benchmark_path = normalizePath("~/git/mkin/vignettes/web_only/saem_benchmarks.rda") + + +if (dir.exists("~/git/mkin")) { + benchmark_path = normalizePath("~/git/mkin/vignettes/web_only/saem_benchmarks.rda") +} else { + benchmark_path = normalizePath("~/projects/mkin/vignettes/web_only/saem_benchmarks.rda") +} load(benchmark_path) # Initialization 14 November 2022 |