{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "937ac162",
   "metadata": {},
   "source": [
    "# Batch Effect"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "35707318",
   "metadata": {},
   "source": [
    "This part shows how to integrate data of different batches. As integration works by adjusting the principal components, this function should be performed after PCA."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "fee5a4e2",
   "metadata": {},
   "source": [
    "## Integration"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "6737256d",
   "metadata": {},
   "source": [
    "### Reading data"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "e8d6432c",
   "metadata": {},
   "source": [
    "Two batches of experiment data stored in GEM files are uesd here, which are lasso results from their original GEF file.\n",
    "\n",
    "Please download our [example data](http://upload.dcs.cloud:8090/share/bb6fab82-2c16-46b2-a95e-6931338f31bf)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3461a894-fee1-4d67-b426-c797f2e748e2",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:10:50.924405Z",
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    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:01:03.801480Z",
     "iopub.status.busy": "2024-05-08T08:01:03.800457Z",
     "iopub.status.idle": "2024-05-08T08:01:14.776362Z",
     "shell.execute_reply": "2024-05-08T08:01:14.775496Z",
     "shell.execute_reply.started": "2024-05-08T08:01:03.801393Z"
    }
   },
   "outputs": [
    {
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EXEC_MIME_TYPE\n    );\n    this.keyboard_manager.register_events(toinsert);\n    // Render to node\n    var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n    render(props, toinsert[0]);\n    element.append(toinsert);\n    return toinsert\n  }\n\n  events.on('output_added.OutputArea', handle_add_output);\n  events.on('output_updated.OutputArea', handle_update_output);\n  events.on('clear_output.CodeCell', handle_clear_output);\n  events.on('delete.Cell', handle_clear_output);\n  events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n  OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n    safe: true,\n    index: 0\n  });\n}\n\nif (window.Jupyter !== undefined) {\n  try {\n    var events = require('base/js/events');\n    var OutputArea = require('notebook/js/outputarea').OutputArea;\n    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n      register_renderer(events, OutputArea);\n    }\n  } catch(err) {\n  }\n}\n",
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    },
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     "data": {
      "text/html": [
       "<style>.bk-root, .bk-root .bk:before, .bk-root .bk:after {\n",
       "  font-family: var(--jp-ui-font-size1);\n",
       "  font-size: var(--jp-ui-font-size1);\n",
       "  color: var(--jp-ui-font-color1);\n",
       "}\n",
       "</style>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import stereo as st\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1cffc9b8-8182-483e-9735-cf1cd68ab2cf",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:10:50.924405Z",
     "start_time": "2023-02-13T09:06:28.613395Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:01:14.777884Z",
     "iopub.status.busy": "2024-05-08T08:01:14.777285Z",
     "iopub.status.idle": "2024-05-08T08:03:23.659780Z",
     "shell.execute_reply": "2024-05-08T08:03:23.658813Z",
     "shell.execute_reply.started": "2024-05-08T08:01:14.777858Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2024-05-08 04:02:18][Stereo][244929][MainThread][140462125991744][reader][159][INFO]: the martrix has 10762 cells, and 24687 genes.\n",
      "[2024-05-08 04:03:22][Stereo][244929][MainThread][140462125991744][reader][159][INFO]: the martrix has 10464 cells, and 24966 genes.\n"
     ]
    }
   ],
   "source": [
    "input_file_1 = '../data/SS200000132BR_A1.bin1.Lasso.gem.gz'\n",
    "input_file_2 = '../data/SS200000132BR_A2.bin1.Lasso.gem.gz'\n",
    "\n",
    "data1 = st.io.read_gem(input_file_1)\n",
    "data2 = st.io.read_gem(input_file_2)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "292d687b",
   "metadata": {},
   "source": [
    "### Preprocessing"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "577590c1",
   "metadata": {},
   "source": [
    "Before integrating batches, we need to do basic preprocessing for each batch, including quality control and filtering."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f5d289d6",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:10:51.527836Z",
     "start_time": "2023-02-13T09:10:50.928855Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:03:23.661607Z",
     "iopub.status.busy": "2024-05-08T08:03:23.661354Z",
     "iopub.status.idle": "2024-05-08T08:03:24.720340Z",
     "shell.execute_reply": "2024-05-08T08:03:24.719616Z",
     "shell.execute_reply.started": "2024-05-08T08:03:23.661585Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2024-05-08 04:03:23][Stereo][244929][MainThread][140462125991744][st_pipeline][41][INFO]: start to run cal_qc...\n",
      "[2024-05-08 04:03:24][Stereo][244929][MainThread][140462125991744][st_pipeline][44][INFO]: cal_qc end, consume time 0.5445s.\n",
      "[2024-05-08 04:03:24][Stereo][244929][MainThread][140462125991744][st_pipeline][41][INFO]: start to run cal_qc...\n",
      "[2024-05-08 04:03:24][Stereo][244929][MainThread][140462125991744][st_pipeline][44][INFO]: cal_qc end, consume time 0.5038s.\n"
     ]
    }
   ],
   "source": [
    "data1.tl.cal_qc()\n",
    "data2.tl.cal_qc()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "8d29bd61",
   "metadata": {},
   "source": [
    "Draw scatter plots to observe the distribution, and set appropriate parameters. Filter cells or genes by `st.tl.filter_cells` or `st.tl.filter_genes`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "782f27e0",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:11:02.416339Z",
     "start_time": "2023-02-13T09:10:51.530537Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:03:24.721538Z",
     "iopub.status.busy": "2024-05-08T08:03:24.721342Z",
     "iopub.status.idle": "2024-05-08T08:03:25.410451Z",
     "shell.execute_reply": "2024-05-08T08:03:25.409693Z",
     "shell.execute_reply.started": "2024-05-08T08:03:24.721520Z"
    }
   },
   "outputs": [
    {
     "data": {},
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.holoviews_exec.v0+json": "",
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       "    root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "    for (const render_item of render_items) {\n",
       "      for (const root_id of render_item.root_ids) {\n",
       "\tconst id_el = document.getElementById(root_id)\n",
       "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n",
       "\t  const root_el = id_el.children[0]\n",
       "\t  root_el.id = root_el.id + '-rendered'\n",
       "\t}\n",
       "      }\n",
       "    }\n",
       "  }\n",
       "  if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else if (document.readyState == \"complete\") {\n",
       "        attempts++;\n",
       "        if (attempts > 200) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 25, root)\n",
       "  }\n",
       "})(window);</script>"
      ],
      "text/plain": [
       "Column\n",
       "    [0] Markdown(str)\n",
       "    [1] Row\n",
       "        [0] TextInput(name='file name', placeholder='Enter a file name...', width=200)\n",
       "        [1] Select(name='file format', options=['png', 'pdf'], value='png', width=60)\n",
       "        [2] IntInput(name='dpi', placeholder='Enter the dip...', start=0, value=100, width=200)\n",
       "    [2] Row\n",
       "        [0] Button(button_type='primary', name='export', width=100)\n",
       "        [1] StaticText(width=800)"
      ]
     },
     "execution_count": 4,
     "metadata": {
      "application/vnd.holoviews_exec.v0+json": {
       "id": "1002"
      }
     },
     "output_type": "execute_result"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot before filtering\n",
    "\n",
    "data1.plt.genes_count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "ea50aa45",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:11:03.195407Z",
     "start_time": "2023-02-13T09:11:02.420407Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:03:25.411608Z",
     "iopub.status.busy": "2024-05-08T08:03:25.411414Z",
     "iopub.status.idle": "2024-05-08T08:03:25.947483Z",
     "shell.execute_reply": "2024-05-08T08:03:25.946753Z",
     "shell.execute_reply.started": "2024-05-08T08:03:25.411590Z"
    }
   },
   "outputs": [
    {
     "data": {},
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.holoviews_exec.v0+json": "",
      "text/html": [
       "<div id='1013'>\n",
       "  <div class=\"bk-root\" id=\"2a85ba7b-c5c2-4a7c-bf66-f2905b8ba99b\" data-root-id=\"1013\"></div>\n",
       "</div>\n",
       "<script type=\"application/javascript\">(function(root) {\n",
       "  function embed_document(root) {\n",
       "    var docs_json = {\"22be9525-e595-4f26-8399-0a9f02affd60\":{\"defs\":[{\"extends\":null,\"module\":null,\"name\":\"ReactiveHTML1\",\"overrides\":[],\"properties\":[]},{\"extends\":null,\"module\":null,\"name\":\"FlexBox1\",\"overrides\":[],\"properties\":[{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_content\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_items\"},{\"default\":\"row\",\"kind\":null,\"name\":\"flex_direction\"},{\"default\":\"wrap\",\"kind\":null,\"name\":\"flex_wrap\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"justify_content\"}]},{\"extends\":null,\"module\":null,\"name\":\"GridStack1\",\"overrides\":[],\"properties\":[{\"default\":\"warn\",\"kind\":null,\"name\":\"mode\"},{\"default\":null,\"kind\":null,\"name\":\"ncols\"},{\"default\":null,\"kind\":null,\"name\":\"nrows\"},{\"default\":true,\"kind\":null,\"name\":\"allow_resize\"},{\"default\":true,\"kind\":null,\"name\":\"allow_drag\"},{\"default\":[],\"kind\":null,\"name\":\"state\"}]},{\"extends\":null,\"module\":null,\"name\":\"click1\",\"overrides\":[],\"properties\":[{\"default\":\"\",\"kind\":null,\"name\":\"terminal_output\"},{\"default\":\"\",\"kind\":null,\"name\":\"debug_name\"},{\"default\":0,\"kind\":null,\"name\":\"clears\"}]},{\"extends\":null,\"module\":null,\"name\":\"NotificationAreaBase1\",\"overrides\":[],\"properties\":[{\"default\":\"bottom-right\",\"kind\":null,\"name\":\"position\"},{\"default\":0,\"kind\":null,\"name\":\"_clear\"}]},{\"extends\":null,\"module\":null,\"name\":\"NotificationArea1\",\"overrides\":[],\"properties\":[{\"default\":[],\"kind\":null,\"name\":\"notifications\"},{\"default\":\"bottom-right\",\"kind\":null,\"name\":\"position\"},{\"default\":0,\"kind\":null,\"name\":\"_clear\"},{\"default\":[{\"background\":\"#ffc107\",\"icon\":{\"className\":\"fas fa-exclamation-triangle\",\"color\":\"white\",\"tagName\":\"i\"},\"type\":\"warning\"},{\"background\":\"#007bff\",\"icon\":{\"className\":\"fas fa-info-circle\",\"color\":\"white\",\"tagName\":\"i\"},\"type\":\"info\"}],\"kind\":null,\"name\":\"types\"}]},{\"extends\":null,\"module\":null,\"name\":\"Notification\",\"overrides\":[],\"properties\":[{\"default\":null,\"kind\":null,\"name\":\"background\"},{\"default\":3000,\"kind\":null,\"name\":\"duration\"},{\"default\":null,\"kind\":null,\"name\":\"icon\"},{\"default\":\"\",\"kind\":null,\"name\":\"message\"},{\"default\":null,\"kind\":null,\"name\":\"notification_type\"},{\"default\":false,\"kind\":null,\"name\":\"_destroyed\"}]},{\"extends\":null,\"module\":null,\"name\":\"TemplateActions1\",\"overrides\":[],\"properties\":[{\"default\":0,\"kind\":null,\"name\":\"open_modal\"},{\"default\":0,\"kind\":null,\"name\":\"close_modal\"}]},{\"extends\":null,\"module\":null,\"name\":\"MaterialTemplateActions1\",\"overrides\":[],\"properties\":[{\"default\":0,\"kind\":null,\"name\":\"open_modal\"},{\"default\":0,\"kind\":null,\"name\":\"close_modal\"}]}],\"roots\":{\"references\":[{\"attributes\":{\"children\":[{\"id\":\"1014\"},{\"id\":\"1015\"},{\"id\":\"1019\"}],\"margin\":[0,0,0,0],\"name\":\"Column00813\"},\"id\":\"1013\",\"type\":\"Column\"},{\"attributes\":{\"margin\":[5,10,5,10],\"min_width\":60,\"options\":[\"png\",\"pdf\"],\"title\":\"file format\",\"value\":\"png\",\"width\":60},\"id\":\"1017\",\"type\":\"panel.models.widgets.CustomSelect\"},{\"attributes\":{\"css_classes\":[\"markdown\"],\"margin\":[5,5,5,5],\"name\":\"Markdown00811\",\"text\":\"&lt;p&gt;&lt;font size=&quot;3&quot;&gt;&lt;br&gt;Exporting the plot.&lt;/br&gt;&lt;/font&gt;&lt;/p&gt;\"},\"id\":\"1014\",\"type\":\"panel.models.markup.HTML\"},{\"attributes\":{\"button_type\":\"primary\",\"icon\":null,\"label\":\"export\",\"margin\":[5,10,5,10],\"min_width\":100,\"subscribed_events\":[\"button_click\"],\"width\":100},\"id\":\"1020\",\"type\":\"Button\"},{\"attributes\":{\"client_comm_id\":\"bfc03138ae5b46288cf838772defafc1\",\"comm_id\":\"b24c0f1c63b84e21a994cef758810624\",\"plot_id\":\"1013\"},\"id\":\"1022\",\"type\":\"panel.models.comm_manager.CommManager\"},{\"attributes\":{\"children\":[{\"id\":\"1020\"},{\"id\":\"1021\"}],\"margin\":[0,0,0,0],\"name\":\"Row00810\"},\"id\":\"1019\",\"type\":\"Row\"},{\"attributes\":{\"children\":[{\"id\":\"1016\"},{\"id\":\"1017\"},{\"id\":\"1018\"}],\"margin\":[0,0,0,0],\"name\":\"Row00809\"},\"id\":\"1015\",\"type\":\"Row\"},{\"attributes\":{\"low\":0,\"margin\":[5,10,5,10],\"min_width\":200,\"mode\":\"int\",\"placeholder\":\"Enter the dip...\",\"title\":\"dpi\",\"value\":100,\"value_throttled\":100,\"width\":200},\"id\":\"1018\",\"type\":\"Spinner\"},{\"attributes\":{\"margin\":[5,10,5,10],\"name\":\"\",\"width\":800},\"id\":\"1021\",\"type\":\"Div\"},{\"attributes\":{\"margin\":[5,10,5,10],\"max_length\":5000,\"min_width\":200,\"placeholder\":\"Enter a file name...\",\"title\":\"file name\",\"width\":200},\"id\":\"1016\",\"type\":\"TextInput\"}],\"root_ids\":[\"1013\",\"1022\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
       "    var render_items = [{\"docid\":\"22be9525-e595-4f26-8399-0a9f02affd60\",\"root_ids\":[\"1013\"],\"roots\":{\"1013\":\"2a85ba7b-c5c2-4a7c-bf66-f2905b8ba99b\"}}];\n",
       "    root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "    for (const render_item of render_items) {\n",
       "      for (const root_id of render_item.root_ids) {\n",
       "\tconst id_el = document.getElementById(root_id)\n",
       "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n",
       "\t  const root_el = id_el.children[0]\n",
       "\t  root_el.id = root_el.id + '-rendered'\n",
       "\t}\n",
       "      }\n",
       "    }\n",
       "  }\n",
       "  if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else if (document.readyState == \"complete\") {\n",
       "        attempts++;\n",
       "        if (attempts > 200) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 25, root)\n",
       "  }\n",
       "})(window);</script>"
      ],
      "text/plain": [
       "Column\n",
       "    [0] Markdown(str)\n",
       "    [1] Row\n",
       "        [0] TextInput(name='file name', placeholder='Enter a file name...', width=200)\n",
       "        [1] Select(name='file format', options=['png', 'pdf'], value='png', width=60)\n",
       "        [2] IntInput(name='dpi', placeholder='Enter the dip...', start=0, value=100, width=200)\n",
       "    [2] Row\n",
       "        [0] Button(button_type='primary', name='export', width=100)\n",
       "        [1] StaticText(width=800)"
      ]
     },
     "execution_count": 5,
     "metadata": {
      "application/vnd.holoviews_exec.v0+json": {
       "id": "1013"
      }
     },
     "output_type": "execute_result"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot before filtering\n",
    "\n",
    "data2.plt.genes_count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f85dce23",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:11:03.920800Z",
     "start_time": "2023-02-13T09:11:03.198636Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:03:25.950474Z",
     "iopub.status.busy": "2024-05-08T08:03:25.950275Z",
     "iopub.status.idle": "2024-05-08T08:03:26.685799Z",
     "shell.execute_reply": "2024-05-08T08:03:26.683750Z",
     "shell.execute_reply.started": "2024-05-08T08:03:25.950456Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2024-05-08 04:03:25][Stereo][244929][MainThread][140462125991744][st_pipeline][41][INFO]: start to run filter_cells...\n",
      "[2024-05-08 04:03:26][Stereo][244929][MainThread][140462125991744][st_pipeline][44][INFO]: filter_cells end, consume time 0.3405s.\n",
      "[2024-05-08 04:03:26][Stereo][244929][MainThread][140462125991744][st_pipeline][41][INFO]: start to run filter_cells...\n",
      "[2024-05-08 04:03:26][Stereo][244929][MainThread][140462125991744][st_pipeline][44][INFO]: filter_cells end, consume time 0.3792s.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "StereoExpData object with n_cells X n_genes = 10448 X 24966\n",
       "bin_type: bins\n",
       "bin_size: 100\n",
       "offset_x = 3975\n",
       "offset_y = 8625\n",
       "cells: ['cell_name', 'total_counts', 'n_genes_by_counts', 'pct_counts_mt']\n",
       "genes: ['gene_name', 'n_cells', 'n_counts', 'mean_umi']\n",
       "result: []"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# filter cells \n",
    "\n",
    "data1.tl.filter_cells(max_n_genes_by_counts=4000, pct_counts_mt=5, inplace=True)\n",
    "data2.tl.filter_cells(max_n_genes_by_counts=4500, pct_counts_mt=7, inplace=True)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "1e001d8f",
   "metadata": {},
   "source": [
    "### Processing on MSData\n",
    "\n",
    "Using Multi-sample data structure to process."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "7e46c03e",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:11:05.125743Z",
     "start_time": "2023-02-13T09:11:03.924081Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:03:26.689093Z",
     "iopub.status.busy": "2024-05-08T08:03:26.688287Z",
     "iopub.status.idle": "2024-05-08T08:03:26.715737Z",
     "shell.execute_reply": "2024-05-08T08:03:26.713749Z",
     "shell.execute_reply.started": "2024-05-08T08:03:26.689019Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "ms_data: {'0': (10739, 24687), '1': (10448, 24966)}\n",
       "num_slice: 2\n",
       "names: ['0', '1']\n",
       "obs: []\n",
       "var: []\n",
       "relationship: other\n",
       "var_type: intersect to 0\n",
       "mss: []"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from stereo.core.ms_data import MSData\n",
    "from stereo.core.ms_pipeline import slice_generator\n",
    "\n",
    "ms_data = MSData(_data_list=[data1, data2])\n",
    "# you can also create ms_data by `data1 + data2`\n",
    "ms_data"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "57ff4022",
   "metadata": {},
   "source": [
    "### Normalization"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "74a8f2f9",
   "metadata": {},
   "source": [
    "Normalization should be finished before PCA. We usually run a combination of `normalize_total` and `log1p`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8295ac1e",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:11:06.957648Z",
     "start_time": "2023-02-13T09:11:05.128492Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:03:26.718930Z",
     "iopub.status.busy": "2024-05-08T08:03:26.718185Z",
     "iopub.status.idle": "2024-05-08T08:03:28.497374Z",
     "shell.execute_reply": "2024-05-08T08:03:28.496619Z",
     "shell.execute_reply.started": "2024-05-08T08:03:26.718858Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2024-05-08 04:03:27][Stereo][244929][MainThread][140462125991744][ms_pipeline][173][INFO]: data_obj(idx=0) in ms_data start to run normalize_total\n",
      "[2024-05-08 04:03:27][Stereo][244929][MainThread][140462125991744][st_pipeline][41][INFO]: start to run normalize_total...\n",
      "[2024-05-08 04:03:28][Stereo][244929][MainThread][140462125991744][st_pipeline][44][INFO]: normalize_total end, consume time 0.5252s.\n",
      "[2024-05-08 04:03:28][Stereo][244929][MainThread][140462125991744][ms_pipeline][173][INFO]: data_obj(idx=0) in ms_data start to run log1p\n",
      "[2024-05-08 04:03:28][Stereo][244929][MainThread][140462125991744][st_pipeline][41][INFO]: start to run log1p...\n",
      "[2024-05-08 04:03:28][Stereo][244929][MainThread][140462125991744][st_pipeline][44][INFO]: log1p end, consume time 0.3146s.\n"
     ]
    }
   ],
   "source": [
    "# Since normalization will change the expression matrix, save raw data beforehand.\n",
    "# data.tl.raw_checkpoint()\n",
    "\n",
    "ms_data.tl.normalize_total(scope=slice_generator[:], mode='integrate')\n",
    "ms_data.tl.log1p(scope=slice_generator[:], mode='integrate')"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "8af02406",
   "metadata": {},
   "source": [
    "### PCA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "abc5479e",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:14:37.809622Z",
     "start_time": "2023-02-13T09:11:06.960956Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:03:28.498461Z",
     "iopub.status.busy": "2024-05-08T08:03:28.498269Z",
     "iopub.status.idle": "2024-05-08T08:06:08.473220Z",
     "shell.execute_reply": "2024-05-08T08:06:08.472123Z",
     "shell.execute_reply.started": "2024-05-08T08:03:28.498442Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2024-05-08 04:03:28][Stereo][244929][MainThread][140462125991744][ms_pipeline][173][INFO]: data_obj(idx=0) in ms_data start to run pca\n",
      "[2024-05-08 04:03:28][Stereo][244929][MainThread][140462125991744][st_pipeline][41][INFO]: start to run pca...\n",
      "[2024-05-08 04:03:28][Stereo][244929][MainThread][140462125991744][dim_reduce][78][WARNING]: svd_solver: auto can not be used with sparse input.\n",
      "Use \"arpack\" (the default) instead.\n",
      "[2024-05-08 04:06:08][Stereo][244929][MainThread][140462125991744][st_pipeline][44][INFO]: pca end, consume time 159.9640s.\n"
     ]
    }
   ],
   "source": [
    "ms_data.tl.pca(scope=slice_generator[:], mode='integrate', use_highly_genes=False, n_pcs=50, res_key='pca')"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "32371fe0",
   "metadata": {},
   "source": [
    "### Integrating"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "9a7eec68",
   "metadata": {},
   "source": [
    "Integrate data from different batches, through adjusting PCA result specified by `pca_res_key`, and rememer to label composite PCA result stored into `res_key`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "1ffa65f8",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:15:18.840296Z",
     "start_time": "2023-02-13T09:14:37.812446Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:06:08.476050Z",
     "iopub.status.busy": "2024-05-08T08:06:08.475345Z",
     "iopub.status.idle": "2024-05-08T08:06:32.111192Z",
     "shell.execute_reply": "2024-05-08T08:06:32.109954Z",
     "shell.execute_reply.started": "2024-05-08T08:06:08.476002Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2024-05-08 04:06:08][Stereo][244929][MainThread][140462125991744][ms_pipeline][173][INFO]: data_obj(idx=0) in ms_data start to run batches_integrate\n",
      "[2024-05-08 04:06:08][Stereo][244929][MainThread][140462125991744][st_pipeline][41][INFO]: start to run batches_integrate...\n",
      "2024-05-08 04:06:13,954 - harmonypy - INFO - Iteration 1 of 10\n",
      "INFO:harmonypy:Iteration 1 of 10\n",
      "2024-05-08 04:06:20,052 - harmonypy - INFO - Iteration 2 of 10\n",
      "INFO:harmonypy:Iteration 2 of 10\n",
      "2024-05-08 04:06:26,252 - harmonypy - INFO - Iteration 3 of 10\n",
      "INFO:harmonypy:Iteration 3 of 10\n",
      "2024-05-08 04:06:32,093 - harmonypy - INFO - Converged after 3 iterations\n",
      "INFO:harmonypy:Converged after 3 iterations\n",
      "[2024-05-08 04:06:32][Stereo][244929][MainThread][140462125991744][st_pipeline][44][INFO]: batches_integrate end, consume time 23.6217s.\n"
     ]
    }
   ],
   "source": [
    "ms_data.tl.batches_integrate(scope=slice_generator[:], mode='integrate', pca_res_key='pca', res_key='pca_integrated')"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "a9640688",
   "metadata": {},
   "source": [
    "### UMAP"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "d68aefb0",
   "metadata": {},
   "source": [
    "After integrating, we can perform UMAP base on the composite PCA result."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "ce2cfc14",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:16:08.472472Z",
     "start_time": "2023-02-13T09:15:18.855325Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:06:32.113651Z",
     "iopub.status.busy": "2024-05-08T08:06:32.113067Z",
     "iopub.status.idle": "2024-05-08T08:07:07.207145Z",
     "shell.execute_reply": "2024-05-08T08:07:07.206324Z",
     "shell.execute_reply.started": "2024-05-08T08:06:32.113601Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2024-05-08 04:06:32][Stereo][244929][MainThread][140462125991744][ms_pipeline][173][INFO]: data_obj(idx=0) in ms_data start to run neighbors\n",
      "[2024-05-08 04:06:32][Stereo][244929][MainThread][140462125991744][st_pipeline][41][INFO]: start to run neighbors...\n",
      "[2024-05-08 04:06:50][Stereo][244929][MainThread][140462125991744][st_pipeline][44][INFO]: neighbors end, consume time 18.1904s.\n",
      "[2024-05-08 04:06:50][Stereo][244929][MainThread][140462125991744][ms_pipeline][173][INFO]: data_obj(idx=0) in ms_data start to run umap\n",
      "[2024-05-08 04:06:50][Stereo][244929][MainThread][140462125991744][st_pipeline][41][INFO]: start to run umap...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\tcompleted  0  /  200 epochs\n",
      "\tcompleted  20  /  200 epochs\n",
      "\tcompleted  40  /  200 epochs\n",
      "\tcompleted  60  /  200 epochs\n",
      "\tcompleted  80  /  200 epochs\n",
      "\tcompleted  100  /  200 epochs\n",
      "\tcompleted  120  /  200 epochs\n",
      "\tcompleted  140  /  200 epochs\n",
      "\tcompleted  160  /  200 epochs\n",
      "\tcompleted  180  /  200 epochs\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2024-05-08 04:07:06][Stereo][244929][MainThread][140462125991744][st_pipeline][44][INFO]: umap end, consume time 16.4866s.\n",
      "[2024-05-08 04:07:06][Stereo][244929][MainThread][140462125991744][ms_pipeline][173][INFO]: data_obj(idx=0) in ms_data start to run batches_umap\n"
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5wGgn0cBOfFvAuLBrQQwAb0GzQ29BBIdKQajeQUGiEkZB/I5EQZ41R0FumUdBJRFIQTSLREHkwVvA+ys6wPeYzb/Gm8c+Y2WMvyM1Fj47gpy/81TPvjH1P8DoL57AZVDAwHb1Q8B893XAvcaCwPPfk8AadbrAZbrLwCixc0HGxXJB5lBuQbnEbEEklV9BB3hqQfsRX0FIo1ZBicFJQYB4Q0GyT0JB+WNCQQ903L8eoRTAzLVbwDpTFcDpVxS/gNCxwJtthsAFn1DAs2BWwPvaZsBGCIjAzK53wJZnscDyH77AFai7wLgZTEBWF29B8qhfQdzQYUECfGBBeEJZQTc4UUGeuFdB41ZKQc2oQEE3gkdB/0RMQR+JRkHBvj9BdG0MwAzU3L7c/me+sNI2v8vGzL+EwSrAhYKdwB3jx8BxW53AiMOdwCtskMCwcJPAgqXaQLFwZ0HC0U1BSNlnQfiMTEGQLmxBYc9XQftcQEFqjDdBrc5IQcJZJsDCYlfA4g9BwLNSCMBVQpK9TRW3PpueFz8QmQw/7Mb7vrg9KsCpWoLA5Ad3wM+hpcAiyL/ASg9zQQTOc0EzQWpBwodfQYsjY0GMKGFBcfJaQQttR0GWIktBhzVBQdDXPUGKDvxAWi8swDT2YsB35UbA3AMFwPlRMT6T+6a+IppvwE3/rsDnwBDAgAZQwJYvR8AsfnLAArCEwCyAccD/PqLAhI1AQdKWckGzZmxBZZpkQa2+ZUHZ+1pBEh9SQSupR0EqjEtBMz1JQaFERkFB0TlB1YpEQcnYRUFvcDrAGVpEvsWLrT9lF5bATe5FwEzmR8A9Lz3AeXxKwI+xg8CGullBntZiQd5uZUERJS1BPuk1QU0NQEG/P0RBOaM9QTe8SkEitdm/MsIgwDRFSsAm0IE+mQnjPG0T378MGpjANzFePua6PMAitlXAtL1FwEYJlsDF+8nACru4wOw3o8B6c1vAUh1oQM9yyEBQDeJANI/dQG10OEGGmmxBOFw5QVISR0H6Hi5BRUgAwB0oFMBTgbO9OElcwMNRmsCwxn7AsT61vy5aHD85rs6/p90uwJSIdMAE+HjAHGT7PiCwmcC7upDAjVauwHjzS0E+tjdB0T1kQU4APkFq+DFBTh4yQZb6OUFjvvNAOVYfwB9VUsAlsTU+VYKfvv8lP7yE9J4/xMKtwFokscDDPaLAY9anwHy/MsANy0DAL/WKwKYxcsDDcHXAN5tdQL6kZUErYzlBmC8uQVRPNEE+iy5B8ck5QdbMNEHVtzvAevtQwLsQs7+H1iy9i/GQPn02BD5pq8y+Cd/Yv3jbfMD//MPA15CwwILDcMCg2pQ/tnN8wMvsbMDBWV/AREmXQKe8L0EIs0VB8iorQZjsP0FR8GFBaKpFQU4/E8CSjz/A1KhqwMkaYMBBJ1O/6aITvyoHub0EWIPAxtumwJajr8CXI6nAw5YbwAOxSsAl703Az0VLwAUkccBfN3XA7Kh1wLINLkA4n/NAIKcuQTKEQUGROkFBd309QcB9QUFkPylB5vsVQYbjMUEZGijALclUwHCSw78DUkM/4HoawEguQcAbGIPAmS0ZwBtijz7Vb0nADrpCwK5oQcAMUkTAnrUowNmlP8CIDCbA1Is9wFofV8CWL2nAWtNZwEgga8BZmS9BAoQmQfS7QUGDpkBBzMtBQXRMK0FXHS5Bfy0XQRPaU0FayEBBVQNHQQnlDEFv3/BAzZTNQP0XKsA77WnANxE4v4PgrL6auJw/suk6PwU2Az/ShYQ+6O1vwBtzwcCAvcDA+S2twMG7RMAmgy7A7qwmwHFiLMAlcjvA5iErwHjZT8DqWynAfqhGwAotZsB9STzAHoozQYfdP0HlZTFBGx0aQS76EUG+AyNBQSYvQadkFEFoClVBnLkbwBvdXcDchPc/f11UQMMH2D/rs8y+jT8Jvwukc8B2XJ3AM7GuwJVnKj/eSyvACWtKwME3OsAqchrAq0ArwLa9KMDJBfa/MEk5wBVfR8D4YnHAsU01QS8WOkFvBkFBdagqQaJnHkH6S/9An88EQZhNDUEvXgdBSuHzQJu4HsBQn5s+K7L3PjEgVMAB2HrAr0uOvxBuXz/KpkPAgGVCwDJfRsCP2EbAqYM0wJ+NN8CUHD7Awh8JwGJkEsC6IQvANvAZwH2RIcCGXRvAdqlHwPj5Q8CIuiTAj9krQZoNMEH+LiRBwBIAQQbfE0EwgfNAXi74QDfBVcARy2q/at6OP7AVoj8vYss+Y38LwMpXgcDR8bbAYwaswFvQqcBtESrAlRcfwNZqSMBF8jXAKeUywNkwHsDVoDTAQygbwMr537/50du/sDQHwPHvCcBbpzbA+Vs+QQW3NEEorjFBb+onQb/OGkENgfRAI8/3QGHADcBWsyfASWgtwMAQXr+5dCg/tQW/vOHeKb+WqrrA3w1KwM/WL8DkYkLANaY7wGGlMcA8OTfAyyMywBkODsCh8RnAZ8AAwIWPFcDEA7e/feT7v/FHE8De5gbArQIowEP23kBtGjFBWO00QfpgOEH+jzNBZdYeQeZxFkHWFwZBxSYHQRcWAUH8Dv1AUaAAQaj7AkGLTOtA6C/pQEED5UAU2eZA2j8kwKtpGsABmwm/zO5ewGW9o8CPkZrA0ZYdwDjZJMAREEHAdIQkwHHaD8BV44O/ZxXlvtTmLcDu/zrAmW40QavPGUFcLPdAlkECQS94AUFYu7pAhRZbPhYtxb928gTALs09wGn3cb43AZS/shX5vtCoDz/70re/iEaEwGIEtcC/m7vAMBYFQAWChr+K9RzAw2skwEU0KcCdsiPATRQfwFL0JcCoQRPAhnwIwHFgYL+7Foq/u2IzvzWQjb9CxRfAf8syQeHrMUFu7zhBgd43QVJLMEEOBC5BacQSQY9yuEB2U9K/dUAUv6YxpL5vMIS/hiUWwEg7RsCiYrDAZ8YEQHK3Rj971xHAhfIdwIxBAcBVpgjAPY0MwNET6r9Lb/a/nD/sv9LUJr8mWja/HgNMv7iO8L/sgjHASopMwDByL0AMryZBIgYyQXuDOUFb/DVBzuoxQQlIG0FirQtBfam5QAk65b4+XSY/ZAdawBHeHcDqhsS9ooAgQNN6S7+KNwXA1UtKwKkkgcAJ4y/AuR8TQISRBsCjcOa/0w0AwFmFBcCNX7W/ysRgwI8RI0Gt3DVB6Wo2QU0CC0EQGRdB7TftvqhJKcCstVLAKCp6P2+gs8CxWbDAUcblvzb99j6EDek/BY3uv/8PBMAKgvG/Qe/6vxtTzb/hfKK/iVctv9YjDr/mUQS/ImIDwMcPJMBFLzTAK4dUQMdlLEFL/TJBMwoaQcDrIEEvsBhBbbCoQNrtpUA5R6hA8legQFoX4L239jHACLoFwLVWsMAz2qzAVR2MwGYdEcDwQwDAZaHQPSewhr+tfS6/QXRZwJ1NWMAUF0vAksszQcjD3kB4iLlAfpCwQNQ4q0BPcqVAAV8TwI0FQcBg6MC/ux+APtWCuD+4Gg4/4mdCv+zaXsDnGqw+MJ6Mv8FlEcC/meC/297yvz0dxL/Ft6C/RJkfv+6S1b4/66W/HR2gQMO11UB2ZDVBwGg1QbNsGUGO4CFBn5HrQEAFp0CsmqhAiO+lQL59z7+Btl3AIU4xPx1iFj9EY80+Rx+zwOBYpcA55e6/YaWVv/Kfo7/n+Z6+/x6CPiIsOD2rM+W+nMfPv2KMVsCP2y5BGLYyQeWMKEGLry1BOoMOQZK+QD54mTXAy7PAvx5/lb/c4SG/RZ1CP0gEej+FK/u/fhggwFEGbcCEDpXAquNhv3mBfr/QrMa/XHTOv4v0Xr/CwSy/v3VjvwpOQr8qtJ6+pyJlP6IdhD7YEb6/0DEfwMiLUsD4xDRBrME2QaCuNEG0zytBmsMxQUu6MEF5thVB3KUHQeiw3UDs96g+eYcSwLGpRb5qPv0+3Z3iPS+vEMBzbVnApaaGwOoRwMCz9LHAk2P6v/Yz5b+M1iu+YGeTvzuasr6R+kg8nnM/P1fODcCqsRrA/JfTQEhJNkEc0jFBtNYtQZnnLEFiziNB0MH5QBnH1UCEI9S8dZTaPpj+EsDEm1HAbWgTv9e5Aj4LubM/2G9UwNWXxsDTKtG/HzRvv+J7kb9nSvW+aVhEv4qwKr9yMxk/iqvaviihtb/BIQTAxnZNwJvHQEFgMetA2l22QBx5skD41qRAqZlAwDR31j6iIXLAkomePr/FF0BxY3q/s7K2v9W5yz5re1a+HZEWwNePVcCWoi9B4R8xQbZkK0GIGCVBzV2+QAIynkCQZbRADAVHwPW5WsC8xkDAoeJivxAisD7gjfY+81y7v/XFT8BS+uy/hm6Yv2Gr6z4HaH8/aMcNPgKhWz7kng7ApjklQTNqKEH3PStBCge9QJD6r0Ddw0+/rHlfv8M9574z2hg/fGNnv45IZsBhHqnAvAmnwOvHe7+DnGc/xlFaP6p5QcDTyhRBTmQlQdH/I0HUQQ1BwQCvQD7Rq0ArjrVALJGrQGoIULzXX64+uMAHwE94QMCS4f6/6nqIP/2bJD/Ver+/3t5YwOZjUb8WpSe/So72vnK+5b5cayq++H0VPw6bKj5CPqw9o+hzv3b9BcBJ2A9B1DQSQbGiM0EaDB1BPzEkQQfg4EAloVY/o8kVwIHMyL2h4co/nDtXv6Rx3b+IBB/Acu69wFZWX8AUitC/D7lVv4SAXr+62Q8/d1uAPZne/77NSCJBz5kgQbnqoUAMUqpA6Ty0QCOkDT83fAq/T6Q8wBWozj40/yi/vPeNwFWcr8ALlLvAK8XMv/SaJr/Kanc/6szRv4tGI8Bk1Q5Bk4kmQTiHvkBffPo/F/sOvj05o79etaC/WINPPpwEWz/67Hy/1umBv5Gg8b6Ig28///lMP9IGk79IeVxA0QopQSz8IUEQpihBZmIYQUW5lj8wddQ9KCBUP4SRmL+5RpC/zQt2P2cKk8DAXrDAPg5jv/8v1r6EdyU/PplgP5wc5j6ewek+J5woP9aEdL61yPy/2ysiQU+QJkHQ5rNAynlnv+9mIz//TSc/uxjdvprJfMApYIy/KoPWP7sghb85gSs+DjTiPv5LmT+8WmC/28+Ov9SgGkFK1iVBQKwpQZGAIUFBpRJBZYWqQGm9r0D4miM/DJh9v86yVz/7Aik/Q5s4v790C79mPOi+5fdevVxCWD/G4nc/sFidvgjjcb+hJd+/gzoLQYBVDkHZUCpBipooQbR/HUEBUL9AibosP6R5ED+ATyU/bVNnvxiafL9R53G/nv7NP+zIrr8ikonAPfC3wFE/GcAaTJG/goRLvYdcJD4zNpU/8BzzPkwJLj8id8M+y818v/FIBMD+SwxBKgQqQRfRF0HOcfY/7PwtPv+ZZT8hkok/Dc61wCcMs78OI3S/qSblPePYiT8MnqQ+lu6sPqFouD6xKvI81vTvv135B0HscSJB+ukaQYAzDkGtuAM/jtgWPcFmPsCrdPE/+zmvvW0agL96QHy/DZ6Lvig/TT6BpYi/4bPNvxFQ97+HzwhBqWoHQaq6CkFuJCJB0jAVPjTcgz4/Vcc/8aVVv/Kwpr90brW/fhhEviLVWz+rAwQ/QgZYPgGYBMDrOiRB5ksTQfsVPT+YBY++tTvbvF2bG7/u/H8/mONlP+JlDcAG/EPA2buAwDsbssAP96fAOm5fwL8IEcAjf2a/4YhBPwA50D6ONyy9wgYfQQJ0HkFhhLdAFpZSQMlOSj9TJye+HkrMPgu6HD/DSkA/RT6YPwp2c8BCg73AuBCZvvhnEkD9zghAHd93vwfAyb/8s2s9KGKOP0InUz/BMrc85ic7PyLYCkE1BSFB2p7IPyKKQL6Z9YQ9PzJKP8PKcb+GQwPA8d+ZwILV2L/b0pm/lsV3P4+igD72xBY/oIbQPmzHfz9RUru/xajJvxFvCcDYFwlBtBcMQWunHkFlZXY/b0fbPow3YT9mYQw/11F6P4yDkL9Jdk3AXYq3wOpMQr98IqC+t26Kuhdlbj2f/Y8+sraBP5X5iT/xGhBB964cQdFeFUFAeCdBN24RQT4guz6j2ug+wQocPy+cvcDk/dy/WdKXP1bZNj9EJYs/C1pIP5XuCsA/1dVAFUASQTM6JUF4SyBBIs0WQUU4QD/e9Uk/sYONP5RrUsCPK8G+y0MiQC2D40DqxzE/6XEwPkBpz72+hPC/n1v2QOWDIkHmQx5BlT8aQYj2XUC98mc/IwapPyFf9T6Yjoq/IZRmwCxbvcBF0MDAp4dfPsRopb/NQLG/mzD0u6jdaj9k9Gs/9Eu3v5IQ0L9QJRlBT18rQf2eFkEWTxtB5g0eQavCFkFPj54/qmlKP0535D/Rl73APu2swCUBmT5v8zG/K7QeQbWJJEEODSBBs3slQUbHD0GEp5tAe/OLPkPU5z8oQPU/oAfgPwVJqr/yeWq+QWgjP34qMD++46S/sMI8vz3xCsCZixZBZzIRQb0RkUBcLmtA+CsoQHWkCUAn5Y0/0NwTPXupxz+I6tu/dYoCQSeeZ75ntv6/yh48QGTKhEAUIOZAkCwWQbISEEH9hxpBHcEdQSv3V0CUrfE/Y/kBQAvZ1z8C29s/B5P5P2L3Oj9ViAjAiUmXwI8JocCBEZXAhV6bPcW0Eb/zuLW/j6cwPUJgkz+SKVq/QcgEwDtcLsAsohFBuhMXQfMoFkEpXw1B9CkcQZkTa0B6efo/qmw+QOvnEb+Jb47AnSORwEHBwMDWd4jAIHWCwNLjsL8AbxhA/SORP4s/sz9foa+/xSXjPlQFUz9dbxW+124Bv6uIdr/VnhdBXxMVQZ75F0EuXBpBhRPpv1PDY8AMDJjAjnOSv0+yDr9wLpK/HOOcv5wVyL6zr18/4tO4v1/AFkEPjBhBx2sgQfynGUFoDw5AEa8gQFVyDED1rwdATzxJv8SeosD/D4rA1LuTwOz+e8CjcizAhWypv4bi/L54F/s/3Uk6v1MVQr9+N8q/Tixwv96Pyb5ovag+MSWOP2XpFr2mvA5BqBIRQYAwFEEgMRtBX4kgQY+cwD+K1Nk+69OpvxxaI78aI+y+dIM1v92Ap7939K+/E9SKwK2FNcAVJQe/8aq+vw7zJj6C01w/IiaDP9Xl0D6QAE6/EpOiv7ZciUDENhxBoE8RQe2KF0EMGoZAycdPQHBBFL+mq4K//pi7v3Nayb+8pVfAAJOEwLV2j8C5SnzAetl9wEbOJUC8zX2/sZCHPggNUj+XhDc/0Gu6vyIJ1b+4ASJB+HEZQfiSFEEFfyBBQcIKQb/YMUGdin9A6aJhQMNjYr8QvkS/PRmtvnHcm7/NiuC/39Ppv6MIBcDoAv6/zBuqvwAxjL8d2Kq/9UtmP5I6kz8xlCs/H9bTvzX6JEG4zhFBcHSKQG7lZUCcJFRAJ2pBQGutJD8+Raq+pIcUP70zsL+WVHG/s6Wsvxw+AMAtfwXAsaN9v7Npx75AtRm/0XFSPwU3pT785gY/QBsbP7h82UCl1aS/KTvtv4vv4L/6Fb9A0AMBQVm0AkFtJkFA7MIcQNQJYkCVGDc/BTt3v2zoHL8XzuC902yRP2BoVr8Qv5a+rQcxPs9pcD/yXt0+3J9IP7G1Sz/ysTa/37z5v5dv3L/KcAjAmZgJQcTgZkAQ245AEK8TP7rhLz/dz1M/PjhsP1W5BD+kEeG+G3uCviDPJL7HhSs+SZ6mPsUFTT5TaHA+jlLHPreygT+21Da/9pnRvw6v+L/MBcJAPxeRQJkzrUD9tkw/LnISPyPDxDxRkBo/L83mv8gIk78m0+G+ZHwqP5CmiT9pBJM/mBGPvgmb7L63JP+/bx4AwFIHukAdkZ9AjsBoQBclgT8B4+0/rqTgP1A2AT8WLES9NfTAvYDdQ77DL0k/tUkMQIZZib8VZRg/g0yJP/pJiT/HDTE/gwuTP1yhbz/iWYc/nbEyP+SyrL+jCsG/a2Ovv2D2jEByb3VAIepYQGB1ckCt92RAueyXP9xiLj7R1Ow+1VcwQNokNUA8k4m/ZJR2v1qaO78D0Sw/wvYiP32FhD8/Fog/eoecP/GTo0AOnVdAJshlQCoegEDwceQ/+fkPPz+sJj8I9zJAqyc2QIQlIkClfIg/xctSP696rj9RZno/FpUfv0kE2L+NDV9ARADHQJZHdkCJRcM/9wC1PzSsLT9SFClAlwA4v3CHnr+S6m2/ocGlvgYOij/8ap0/iltbP18mf7+eAGpA+pCRPy/obj/ccaa9PmINQLd3jz8B5cy/IZSpv63Kk7/oVca/WRyIvfQBrT8nRzA/GuOnP/nqKT/cXFg/vBoCvjU9b75nnblA0te4QIzpSkAEol1ARYjHPqwmQz+YUaa/leQsv3sYEb88IoI//WH3PgORkT/m3lO/9j2Pv94YsUC0EmZAdhc9Pxr7QT7xRUS/2XEBP2InFD/fUdc+WSFrP/Z5lD9GU11AJThHQDRjkj8AcWg/k/7jPq/eCz+5y409PASIv91Zur8KHRG/wkTSPgUOsj+DUNs+af+XPhqdYL+231C/vWRqQLMcGD8bz8U/UcHnv9kjyL9iu4A/ZaeDP45/9z5mPvY+B6eIv/hHqL/SOQTAE6thQBzXPECfOQo/O9eLvvPJAb4sTpe/6R69v5nAxL8meKi/TJjav/jSf78FYvY+PjMxPzxDvT+YUtK+nQWVv/qv/b98f/e/TWB3QDxsG0BJDjI/2coMvmjqMD+lsJK/70mWv6EPcz+GRmg/z/hAPynhjz9fS7U+ToXTvpTiBb+6tKhAq+6QQB4iMkCEU7s/29u3PoMsVL5lWce/Y7zRv95vi78QlLa/OXWxPvVxGz72ZHI+so54PwJgmj/FQ3g/+JSTPx7AKT1EoHK9rKUcv/m+80AdkW5AaFNtQPttn0AUEIlAwpjBPnWkh7+bBV+/Qa0rPSqS5j7e32Y/F68zPom3mD9y22k/G6yhPzR2Zj91NMU+FjIevjvL/r5Gji+/uIZRQBhWNkBnqHo/drT1vqrIkb8YHNG/CkRSv9brKL/bBg++lPlcP2pGbz7ztkQ/fIhbPzd3xr5tvoK/8lwGwO2o5UDPxG5A5dQkP3iiTL8xH62/rbztPgRZzT2zM5g+lZ4CP7ZPAz76e1I/fWB/v5aCD7+Bhkq/QzawQI4oAEEbNsE/gBxfP5i1n712EIK/BzSyvle9u7w4yB4/J6lKPwSCkj6pWFC/Znwwv0YtMEAOYexAxseGQHG4cz+7eoY/CeywPlKN8jyxqBS/2cTavnJ+cb6aN66/q6Iiv86q2D4tgqI+b3FNvl6Bij8RHyq+OuZtvhmnjL+zFe2/WIp+QBHpdUDA/dFACncBQad6ikB+8P0/JLhaPzQTPj8XfwS/w2I9vrNmq742WWa+zvlKP2baoL6HirK+b+d8v0EJbb/6JLy/LuLPv5nPkj9kaZ4/sghvvg8BAjxitVe/sTZwvhgFBz9WL6E+SPa6vTaQA8CPFo1AQxVRP/mloj54q4K/gBHrvgTZab6kW26/enMhvz04Yb+DqGm/NZLOv8qHvz/L8ag+HJFmPaHcND91mLE+wBwRvEdpUr9C60a/lmmIv/w6cr8G8Me/hrP6vykknz9iDyk/OKOTP7f6iD6V5Hg/Sg9Dv/zanL8WDqC/MDLBv4Vm5b8+VZBANeCUQPDxMkCEuJ4/QYs9P7+VpD5GQYO/JUJ6v7JXV78CXfu/vT05QBBfYkDjmiJAPl6sPzqyBb9IAqq/zeDFv1M+IMByThPAsXWyQALu00BplExAqB3qP7UHlT9o6ZY/+rx9P7EUXT8cqDm+fBzGvktZmb/FD/O/Ud4DwCjl/r9F0EtAiueIPiQ4fj8Fl7M+GvSiPkgyjb5gmem/TS/AQKtlTkDWM4u9wAvMPXT0gD4IKIa//jHJQLOJy0CechRAzt6evviGyL7/mv69mHDTPlUzw75C69G+8gPUvzv7i0AjjZFADrgtvznZF78h3Qu/kwBYvx7TgUCUc/RA76PHQBBeukCrkFK/ykwlv8hiSr/Brxi/IjuOv8GDVUDHtYq/LZdSvwfTYr8gpKO/jrpBQPSo7kD5W+xABuv5QKVh70DkIQBBCNTVQEPxikDuz9xAebOywGK+okDDk+ZA1lD4wI+ShUDcDa5AnpftwCLVEUBsMIVAy/v9wBo7rMC3YvjAtDLlwDF8jkDMG+jAZTfpwAx56sDJ2rzArfd8QOKcu8CJINXAgRTLQGA9h8Dl9pbAZRPXwJyzucDJllTAXNKmwIHdrcBHcbPA2KzHwCJMgcDsa6jAIrW2wLQ4zEBATq3AfrnYQF21kcChS0rA0IlHwN7nBsBZIYrAdVuxwPAJusA6svVAPC7xQK+q+r9vinvA1xwYwC0Zh8BthqrAklScwNWq1MCDsQvAff7CwHzpgcB5wwxBjmlEwEq20L/SCr3ADjZ/wP1bBT+VOihBt/a9wF6hlsDHqrHAqmivwJs2MkHgRr/AJMeLwEdT1sASr73AliZUwLPeMEFr9kJBUSWpwG27TEEQemVBVClHQXeZpMD+C6DAxxtcQR+dRkGIFkZB+SI6QY+OTsCapJ8+VwWVwK1zREHvzDZBXtFHQb8BJz9BtNe/liYuwAPcs8BEdoHALqtQvoXEiMBZx0DAj+VFwL5dusD1WlrAjw6DwGfWhcAr9LjAGqG8wCVeZUGiH2lB4DhpQTdDZUH4cEdBRNA9wLXrXEGEXg7AvpNBQVqMMkEJQCE/HHC7wA2mz77BL5vAF5PgQBMiSUEYyitBJv9nQc5XasAXBuq/ddNkQaX6Q0FzSn7AbhZsQLvbxb/z0lPAXoOGwKmYxMBsVX3AMlBPQKKdj0BGCOZA1wJoP/5hEsDwm2jA2IFCwHDxOUFduj9BUrNEQaDyAsD1FMnAwR9dwBenbcAbXj9BBg87QYk+XkGv/WQ/9sOMPv9YYMBwkIo/I4Dnv/FqTMCkuTfAOBQ4wI8RJkGSFAdBTodiwA5YPsDmdjbA7MUePyRLsj8lUYDA/FEtwHujO0ErhkNBmzs8QRHBLkFKCwBBmZMnwBpJY8A/RWy9CHE8wEzRZj++iEnATSo4QRcfAEGwxvBAVPHIQLrToL/ZnDxBC9Y9QdfiEb/E+Ra/tXAePuQZKEFpw5a/Xqj9v/VDMkG587FAILwWP6Mt17+gaBzAhP4yQXKbar9TYLDAV+iuv/kh379AKLq+5lwdwAs/VsC0ba9A01gfQUcPuEDKhLI+tQK3wAz86b9WidFAcGrRQPEXSMBdTgY/43Dlv6K0D71sS9+/WYctQbiytUC0BrK+JwskwCahGcBw+anARXRowD1cJ8C9oi1Bjuw9wIomlT4RG4PAIg0DwDuhKEGAdipBUcomQap5pUAUTe2/VGs+wBpCREA5ezRBs+jFQBn1EsBmeva/JQS/QNvqtD781AfA1ZEFwC76MUHiQSZBNK8QQUI0F79TwG6/sHlivUQoDL4mae6/mn+JQGTyLkHtGRNBssy2QH0LG8D1CBG9VdcyP/lSFD7qPxPATF5RQC6+R75rr64+dfRdPrrt6T6/vE8/DT22QAy4t79kXg5BAQh8P7BVW74o9t2/VU1IP8gaBcCdPiNBzMqsQLgjv78UOtg+N6rqPzmOGj/ArO6/PYgSQeOsr0ACxpG/X8Z7wCTpk7/gfOy/y+kawN+gWb8OyQ0/rcflvxEu7EA9MBhBBa8nQaqpjr8eqTFBNickQenMNj8SAYM/S6sdQUFhEUHywhY+l30uP1Xm/z6keZC/D15SP8pCgT+WPWO+XipivmfV4UB8jxpB8kgYQcpgiD/sbpO/ZMr1PeGRN0BMNQlBPuQEQa2HIkH0wiRBfJsaQUcdHz/xcfI+MjsiQJi39r+wt9s+5kE2PgHLpz+8n7e/pxTBv4LDHr9J7sA/OzDYQJ3+oUDI+yW/6XG+v7TVEMBdmZq8Q1BAvylRB77H+hrAy3QgQVXuYT+XEO6/nNIqP2xYuL9NqQ5B9t+aPqXXIj/fahlBOC+RQOdHsD/VH2/AmyHKv9ErH0GCxxq/mF+mvjVe9z2zXfa/eWgeQdiGJEBnaDHAYSIXQdTwGUHtupM/1+iXvuiVZD67XBJB1uQIQR4vAUHiGIe/rVfIv0fUgkC4Ga+/RL4hwN0H+L8pYiRBLcSNwIXcrD+WfdFAAry9v+Hljr/8d6E/ix2Bvxs45D77YsG/8mKMv97GkL6qmUhAvMoBQQPtVT+7Ivw94ff8QKQs9z1SOftAuGj1QHC9n7+X+Ju/ve6JP/VrlT/iUDI5HPD3P3jZDUAikPO+XOMDQAt8DD8XK3K/VFKEvYyxXT+B/DFApcR0v/gCPj8qrINA43ZmQB9uNEA8x6k/2FdzP9R4CbqN0cW/RtL5vnOTaUAq/xG9nrmEPvG6s0DETmpAMAFOP5QMZj40VCY/cjlAQNzZpj8sTxW9Odmzv0J07b8sXQu/12M/P3ra0L9WjZ0/2ttpQASqkD/nRRY/b6DPvzJ0rT/EMCs/1Ud+P08SnkBjp2K/gbJ0QM1PPz+kCeS/OR2jQKYxCz+CyTM/NLgPv7npNb8BiqRAuZdqvpYVJD9/pIc+0IMGwBWFFb7n1a2/dmVqv1PQer9bxwvAsiuZvwWOQECUNxI/bnKUv153pr8IxoQ/MvUsP2eE6UBNy7JAVhJMQF5VRj8p4NC/YoGHQAm0eT9STRw/1C5MPsgavb4mlgm/0QOAQEoOukAaBQNB/C75QHw0qEDrpJRAuSauwA0HAcF5W/vA4tTvwFwA5sCZ0/DAMqDawJGj4kB3AzNAigIBwRk45cDvdu/AaCfqwNF2scCGjuvAT1u2QGD858DQzt3AQQ7pwGM258A0oc3AnXDtwFlP4sA1/PXAgWvowPs9qcBSafPAIgbMwJG+38AjW+fAEkrawG5t3sCWpLrAK+XUwAlH2MDzUMDAsv7jwBCZ2UD6WeTAkN7jQOce2ECqWUnAeLOmwGGS28BS3cHAoJG2wLWnw8CNOsDA+VTOwEwMy8DnP9LAJ/iuwBCwxcB1WqFAJUPGQNhtj75bDmnAzMS+wBzIn8DyV7fAzljVQIMoYDyM+IHAuSdswBszpcAWubLAUJC5wJesoMD9eJXASFqdwNC6jcBl1InAl3CuwI9CzkB1FCxB+n8twKdJFMBouqHA0rqKwO/OysCdPE/A/aSGwDQlssB5UrHAo+N5wFA/q8C8Mo7A86eHwG9gLEHvLixBA7/rQOqzV8Aor7i/CeICwBiuXMAjKLPASFKiwINZRcBGDLXAsieuwDq/PUEFGT3AZ+gNwNjHN78/NA7Anz/YwFLcK0H0bD1BqFwEwJ/0QcBEgAXAmUe8wHPau8CJPp/ADf0YwND6ncBR7cxAOdFGQWLSJkHNrWPATw6dwJV1wsC1oV5BOJNEQX9Wv7/t72DAEDGCwIZFy8AZ6mJBCylBQR4jrL8mzz3A/J1VwPwAtsABG1rAxPdhQb81QkGFS0dBqBNWwAzsuL8nTPK/3C6lwMbya8DZD7/A+Z5tQfHwYkGCBz1Bi1tLQZ2aRUFV7/K/Qc91v/QHTMCOR5LA7NjIwNYJbEFwn0tBQgJEQQ3hREFtZ7bAZZhWwPOKb8AtHqZAkGNMQdXUSEGw41G9eCSRvr5AqMBPn7XAjVWNwA5NdEGOs3RB2ExZQXHBV0GCt0lBDyxIQRnBUcDcOSa/X9iGv+dwS8De1oXA4v++wAzFeMCijafAUGBzQeZMVEFhvkNBU93uv+BpqL79LajAULBKwDg8fsAMyHHAKYFdQZhDVEF7OE5BhrVFQRJfKL9G8IW/0wy/v9XoPMDHEozAZ+SOwGzplTxAfVbAAD2swHRMncCptTxBTBxCQcJqQEEQMDhBw8hjwIP3O72ejIDAQReTwKy/jsBPo5nAyyunwGwro8CN6bjAqhluwHFdakF96iG/39euPiErFD8wWBTAkAqYwC2sw8AATqfA/61/wOJbdMAHI1m+ZeM5QYZuXEEnX0lB3g5IQXG2REEYTipBvUE6wDKmhz7uD+2/T+LFwG1cqcB3rJ/AUTIZQbSSVUGYyjBBDKc/QX1Qz74CzjK+ekOHv0PJJ8AvpjvAVxxhPiMghsAH+oLARWlwwAVWYkDGhkFAanNAQXJIQUEcXilBhTNWQZbSSEEtXDlB3hgwQQQiIz48pJE9K8YcwKdWRMB2HEbAvYJ9wGc+f8DN9CvAZ2w/QbWZOEErvBBBuLodQdBbXEE44O9ALBNGPbtX07/F2UrABogzwH7/a8BkanbA44Q+Qc7iD0HjiDBB2DJLQQfBF78NGqrAxjZIwK8ONsA6Yz9B/q89QTpLIUHglxZB3IgSQXyNnb+zMozAc9oUwKjyRMB0bN5AQK41QQXiKkHPvP1A58zWQCSbmzzyVsXAKSV9wB3wCMAjEzNBIQ8rQZaZ90AP0fhABBA4wPfYNsAIEDPAPdEvwGMvH8AMd0BBd+wvQRX3K0GKISFB1Sb4QM0DAEFWIk3ASp0AwPqRfMDaVMTA+JwewBl/O8C2xk7AFXA8wIdeHMDBBC/A50NiQN6aNsDft6G/LeWkwOX6Z8AE0RLAYf4iwD+7O0GxYPtAl1fWQMbph8AhrMy/120zwJgzHsBeixfAWFo+wK5gH8ASqeO/+s4awCg8O0GnsjFBMzAjQXS8CEEh6ANBNgcfwCKe3b70fRbAdfM/wBdJL8DBj/W/p86xQFrno7we8SbAGn88wARaGL5ONRtAfNUyQfp9IUHupgQ/9PnZvz4avMCvsJ2/bwEmwNt2/r9avsm/1utcv4l/jr7q9SJBKNYjQS0yGEEEV/BAHA2oQNYUn0BwUc6/aXezPF73iL8Aq6W/99Ptv9JYUMANBzxB9RguQfE1JUGHUBVB2K9vwJvzbr/NXALA/VEewHgMJ7/jjqJAJ+mYQJ8tE8CUAZG/FrCBPy+C2r9HT+q/eJyMv7Ng1z4kVD6+KptOQJMWK0EE2B9BSJP7QDm5p0CrbAzAYIZBwJVfnD9nNuq/P4cEv0pfGL8/fx0/DiBFwJ3Pz0ChhTJBkkkhQROqIUGdOBVBmAPHvukKqMC/uee/0131vvaRrL5KF5i/t9UzQdu+NEFO8qBA+AqlQDVKCL6etFHAtYgXwM1zXT/55V/AaJF8v3tlnL89o6Y+kzcpwL1OOsC6SlM/YEnsvZlbqcAB0KjA/lWevV7V6D0gdzpBxJEiQUU8K0Fy6CpBALO4QPO7TD89YMLA/RD+v5yHlT4NkcS/vMvoQCBOJEF1Xx9BTu/cP7xOLj92SGPAqPynwBHmiD/wv669JfAYP8U7MEGk2CdBzVq8QB11rkBRqKpAFQc5v/6UgT+81LPAfWKTvPYwor5yTt4+KFAQQcuDM0ESVzJBfRwtQRViOT/Cz47AQNqtwEHBIz5tHCnAM+Ndv3iZmD798nI/UK3Sv5GkiUDcMDNBW8UlQZt40b/Y3aY/XAr7PoRySz8PMZI+caPKQGkbFEEB+h9Bpvm5QD5RpkCyqLBAZWtFPsePFsBJHjJBvQ4aQfo8HEE0lv0+TRQSv2Meyr/n5xG/GpcbPjwNG0HU0RFB+UezQIAQqkDJHLjAEbGlwBasuzx/DwM/ANNKP6DPF0GcHRVBfiITQVTl3j8Y5gc+qh8CP6lIVT9qU96/Q1gIQBaDG78Z3wG+qbgSv34dPr+ZlwtB5i0PQdHIST6nIha8QOUyPz7Chr8lx00/gkvPvrig3z7AQw9B2JrVvhNYPD8eKPm/qtKsv3XkHUG39hhBdfHPQEr0tMA9BbI+NNElP+sjwr9GQxVBoPwbQe+nIUFKW00/WO+DvwffET5nurnAmSSPvmFA6T6muEe/+IczPzeXvsBg7pC/sYmvv3PLI0ENSx9B0B0fQaqEtECjCWs/YTnzPazloD90dIi/5O6CvzwglL/hMMa+gxcLP1aWHcDF7g1BcRmsQGycTD8EJ0I/TGDYPz/zNb7uwDQ/4ua5wM8aczpvZbvAxbhEv7knlL9n4Xc/c92BwGg5EEFUTyVB4tIlQai4E0EoZrfAsCJtwFCm3T8fW+E/lqr/vptyiD3y0PxAW3oMQQ8NGkH+3CNBHd0cQSDHF0EFMjo/qHrPPv2fwz9CvDq+513XvqHL1L8YohlBOGZoQFh3jj+1IX/AacCXwEdL9b4Ls52/Y5L3vxZgdEANZBVBuQ8eQW+mhkA86bzAsHR2wOA94b+auxVBjw8KQUtsD0ESBVrAp0OWwHzMwMCDdK2/KTsxv9Y287/K4gLAWfW6QLVvGUG7iuM/o6e2wCv9J0Dz8FW/99pRP3sYs799nUVAnlc+QMCMuj9t9HvACXy+P96ng74K/8q//wqiwAtnO7469FQ+5OQMQRQ+E0F+wA9BdgG+Pvlay72qvUG/twLWv1NiKr9XyV6/MXg8PsWDHsA0JB9BBU6PvwtGAr+icX3AylQxP9BmdL/2hWi/aloiQVxmNT8AO7K/VpuRvzX2esC09XbAx2JLv6nOHL5e0DA+0isNPxwKMT4muRlBrcEoQb2bGkEIGB9BdgWCQOXDHL4iFGO/Akmlv3E/ccBynCjAxCmqPvJYR78Hg0i++y5rPzHoHMARbiLAmfKwPuZci74Ud4c+HpprP71xYD+19pu/HwwXQYaVA0Euho4+HFGDv0tUD7+43aM+4tzqPT4T20BJBgVBhL6JQBX5YkAj1khA/BESP1ZzJr9Z/zS/WpYUQGJxbT6VrYm/LVMavSSuW7/j+BK/HILNv2SbFcBvnPVAQ8dLQEtWPr8xy2a/bqiYPyf/gT84QI4/wBlrPz7fhkCNBGZAE6ZuQMZfLEB4FGG/r4iCQJVRPkCf3KM/Lzf8vxUtCsBd4k5ArKdmQPeHhj98r5M/25J0v2MRJL+jXoC/aDuWPL4F3T61HXc/ph5KPWncOb+xD69AUh1JQMTYb0ALlnJAm2EwQO6EEUBhJcS/5S34QBCe/0DIQpw/BE97v9BQOT+tE5U/ZAy5P/kFjr/vaNZARWTcP5vKXz8eJAQ/XBVPPzTlXz8cOwhAg4YLQBqrbb+av+K/ijZnP0jNfD9KVtI+4WNbv2sP+UBtlQBAraZDv3Earz6vr5k/1bduQPZqekBhOEhAJJ0BQMlyFj9L+G8/G3LLPobtvb9JDmE/O3ygP8P1wD7jGARB1yB0QCjmT0C92yZAzrj+P0/S0b0/sqK/4FumP8J4FT9R7TA9B2B6QAIudEBURUs/Cw3nPlo2Tj8ueIFAEMJAQJfZET88ZHg+bM6cvZ9Shz+72AC/DSNGP/Jetb9BZog/Vvu8PhZw2r9BGwVBC1eSPy0JWT8H6ym/9xbJvxA6Q7/nwwo/FnApPx3RgT/yxZS/6WXnv6klmUCAWkA/p5mbunwCUD8IBve/N5aDQPYk+j/Z9pY/WbIxP9ypl77SMLo+h2QsvZT/EUA/4n29RnQAwFZad79U5WE+NX+tv2N7u78Y2v1AUUlGvkC85z7uKIE+CVBpvymd6r+80HFA2SDnvm8v/j61Oq89zeAuv44ekr9nGnVAUOKWQNzksUA7cPBA7vePQBrYoUBogB8/R7UQP7s0mEDTuYw/epZwP6qXpT6mByO/eEtLQLkeA0GzSfpA/lZ5Pyd/8T4aNyu7XOSPQDmlcz9L6VS/qOI9v+mpLMBMYfO/fyhwP/wQqT/apOc9y1adPpMJ3b2i/z9A8mELP/v5Nr67vL+/Hkqgv4+bsECS8xVATKUKQPYRMj+LpZ2/vxf8v2tayr//s9W+odeYPfUyoUANfgS/8O3Iv25bGr/+DLG+wMwCQf8et0B0dIm/wd7CQEx1gkBmWvNAhoUAQRJ+BEFG4wFBOoUCQcNXAUGG4P1AzQumQK5JlUCeOMZAuHDDQHkp5EBywZvAT2KawDnJo0BpG51AaOKNQIozlEDdSpjAAtn5wPlx+MCIn3xAHvOUQG+J68C/CanAg4t6QIRc/sC+OuzArKbowBa86MDGdb3AkzKrwJiJ+MCDWPfAWH7hwA55k8DfDvXAhASswCtz2UAVtqDAmcMBwReRAMG8c+7AVMbmwPao3cAXKObADOrlwBcMzcD3kdRA01DMQATp8MBclOvAAj3mwHQY6MDz2+jAY3bdwHvavMAiFfnAC1/EwKTczUCf95PA4+7xwAk/r8Dp6a3AM57fwP5m98Bumt3Aa/ncwGLIvcD9UdPAHPbUwNzz4MBvPa3AANybwJTF3MDL697ABdDjwNB72sBIztXAZIe+wP+bxcAatNfAcWvCwGnqzUD/JrJA3mOjwA8pyMCMhMjAigrNwB5m2MC9Jq3AWIHKwJNg28DatMbA2d2bwO4Lq8AtAbLAiT7awKsk1sAGtajAUu/GwKPclMC7aXjAZNSswHEUosBvaq/AuB62wJ2RnMBMs8HAdRzNwHvb38C/FzhA3ErLQJH9DL/sdpjAhvCxwIidrcBlMqbA9LynwL/zqsDWcqHACcqjwA9cmcBRO87ATrK/wIrJrcDcu9BAsT2JwJ66n8CIzqTA+uVDwMf3hsD4BKjAppOswP/foMA2/7bAP9PDwJKjn8A11ovArIOjvgEGDcAEqnvAb4VGwKNFgsBH+Os8HJN2vrW7JcB9XZnArImWwDAQKMBAghbAaQC8wLgsisBblm7AVq+GQHYyIcAz9LnAtAm1wLpAW8CKV8vAtq8tQTaRQMDAE7XAsTqzwBLZUcBujGfAqe+RwFzAkcAuO5XAyYDCwEedq8CYLRpBmFPzQB9vR8C7YCjATGMCwH0kzL8xg4nAWlKOwPK/o8BZ6qbAQvaBwPiagMDRjL6/uMsowIBzqsBjq0FAdZMnQQ26IEEBbx9BFwsRQXzpG8DxHpPAod9/wIQZg8Don3/Aqe6QwKXsk8CWq7jAIAY+wN6sRsA3vKPAuMWSwO97iMDr7ZrAdUC6wPsulUAVE8RAsDoiQby5LEH9fDRBwmzrQEoZsL/RE8S/DVQYwMchFcCsGmbAQgdGwNReXr1QqkzAAAiFwIS0jcAhs5XAo6PcQGdd8kC6VDFB9Uw2QZ5vJkE31S5Bmuufvzyt378W3avAp5UUwPzfjsANw0FB23QcQQxfKcCYEj3AA8mVvnVcZr+rHxLApyBUwHMwv8C+qKvAiJEiwEh+jcCLgLjAbEgtQVUGRkFD0UZBrY5IQWVG77/y+DXAh2JiwPWMvMD8t/u9MkppwFwgw8CPL77AYu2wwMhmWEHvPHNBJU51QQ/NTUEpSEJB9lBJQSoQRL1IVWe/ug8NwJibZ8B7P8DA53ecwDhJmsB1G1bAGDJiwJpPjsBBRY3An1edwG1XqsCyT29B6ddHQSkeTcB6K8E+InMSwHT+o8BnPlbAqT/GwM6Dt8B/T3FBf+NQQcwsQUFRmwi//w2Uv9AmiMCkGYbAASCUwB+Uy8BGhLvAVjtnQdT1SUGnxERBOiqov0YeFz//GRA/WdwPP4Kob8Al+kLAJOOBwBaHg8BUaXFB3SFoQQtPV0Fat0lBKxtGQe5AIMBw1yG+o7m5vrjPq75uggQ/+wSuvzNjAb/DrLW+OLdLwO6QdsCpKHvAeU2BwF0zqcDpWlFBUNVNQS3wED5sU1DAi3xDwIpiyr/Mf4zAfdB8wOQAjcD7KllBRh5eQcxaR0FMznw/3rivPgIqusBdcLTAUooVwA022UCpvVxBW6olwEwU8r/uOdu+Km59vxAV2L4mJCfAL4G+wJreZ8CWB8JAdRI5Qb/SUUGcjds/r2+/v2FhYsCqcbnA60yxwLPuR8CTtoTAnbZywMKqzEAC7GFBvCdrQSkZNUE5BDlBbVJEQXqwUsDP5P2/8BgzPgHylr+4k8C+Vg+0v0qRUMD4HT/Aicd6wJYhgUDP72dAca45QRCoNEHaWjhBhgI5QaldKUGzQZ2+oIedv+fESsCxvHLAHywzQbyfOUFWPDtBohU8QacGB0DF+/W/uzk3wB7NysBTDp/AxeSGvrS1N8CuelvAyqdzwAZcZsCi403AOE0jQaUzPkG8+hhB+oI5QVmdYkGxhYy+4ktGP1qECT+JN9W/EpuUwJz947+/Fz7AxbMpwPw1RMAm8kjAKGVkwHbwc8AZojhBehZdQQt8QUGudCxBiXw0wEgqIz9SApjAH9tEwP0/V8AraVzAni1mwOeMXMCYuD1ANdw/QaEPQUFipBVB07QdwM740L9eb4M/pD3RPiKsfj8y9D/A4PNMwDtlO8DFwlbAjTFjwB7nLkExjzhBVRInQV0rKkGQbhJBJfD5QHESPMAVT2m/MsIjv/JVkr/rxh7APCeswNc7Aj6nnj3AoEA5wGYYRMD+PhjAwoIiwC+5K8CpsSzAkmQiwOcoSMCfkzdBouMmQXphCEFPBf5Ai+sGQSs5YcCP0xzA7maUv9qRuL7ECDi+D6MAv0JS27+Fyb3Awr6twJDDqsALjCxBoXEoQeJGB0Gh2xrAZbU3wKBaLz/kedW+trRKwIVYBsBRQ0LAKYNPwFRNO0FPvglBQGQPQUO080BfKu9AYaoEwLZJTsDTz17Aelqiv9T39b4AmZO9OPUEwFWhwD7N5TDAZto/wJxh8b8M48i/hxhOwP1GJsCQNgzA5FdEwGXETsDkrq2/ryAxwJY5bj6azBPAj7Q1wEwuHL9Loeu/iXBjwJmnZMA6ZTZBVqNDwCvlmD8Eg3e/+w2wwBqqdsAuvOW/teQlwGfy1L8bwS1Br+4XQW2h9UBTG69A8BsRwEqQY8BZ8gPAn5DCvkkDCMA6c7W/q9V9wCqim8AXJ4jAnBoQwGKuCMCEB7G/NPMqwMggSMA9QTZBEn4rQZjRCUGoRQVBxMvIQELySMAGfx5AH4q6wCx9sL0fhxLAZdlNwKm7XkAIUOJAbFQ1QbQPMkGLBAlB5q5VwB7ty76dYAk+fPn9v8qdP8D1NGnAKBC5v5uX4b+mbJG/FzOKv8ugJ79XZyhBG/Y4QSEyHEGdeR1BhPcFQV4AqUAHeadAsL36PpUYJ79jzji/QpOqPQZPJcA7CU3ApPW1wLAezb9g3Ou/u5TMv6kqIT/Y4RbAvsv2QI+x3UBQ4S9BojUQQWxUvj/tTTC/dA0OwNdMmr1q5DLAG9s0QWsDLEEfdKZAnquOvwZjgz+qx7nAWnJfwG6+qr9IqOu/L88xQSqKKkE1ghxBJXzCQJVA8z68Na6/B2ELwNyXBr2mOlfAYufovn5NdkC8dqtAbfM1QT8uNkFWwSVBVfEkQZFPvUBVraZAIqERP+5Ge78q+dE+vJHAv9Z6x7+FOR2/Rd84vpaV/b6qS+S+FysrQeQ9LEEs0jRBl2whQSBfJ0HDmCg/8lbFvxakjMAN79+/fODwvxGbDj+pphk/qy2Uvi2yZ0BJjDRBllgzQfsyKUHb2h9BeDMhQb+33D00vmc+zOTLvoxKRMCy01TAMn4+vwk8n79+Rwa/QKTnvv7Jv75or7M+ih8LPn2zjT7y3BHA3Lv1QA/wMkGT9ChBTzVTvhghET0GX+U+4eAEP/AwlsCH1OS/cr8vQRb0JUGDli5B348dQX1Ap0DQkS4/W5xRwDXXs786EM0+KG+3v7FkLsAPmSxBii8uQY37IkHZ9yhBLSuoQCJv/z1ISwE/25adv1I1Lb/ZBei/2aENwMbkwECd4g1BxDUlQfLGG0Gqhq1AoFUHPn3qwD4HrlPAwEVDwBLkFz+rJpbAUtgkQEe7ar9M8R3AldYiQQg+HEGLFSK/THAGP0w4zz4SGoK/+0m2v1lBO7+Ykzo/S3wjv3iFsr83NhdA6JQxP//Usr+eIrA+0jljP7jyiECJmR5BvGIoQbjFDUHqhRpBrNbFPlsBOj/RTKi+U1yXv8Ixs8APEIzAh3qjv0vXrL+wgdi/bW1bv2myFsCDwiVBx04tQX+cCUErc6JAaSrPPwjzbL6iUEk/yPjxPtrA4j+4xY6/CzkVvrmljD8Dc+VAVpcsQfLtJkF6VbJAdh8MP05cLT8Oo5m/vhSZv5euDj+dON4/eFjXPWNAusDWcDLAa4d2vyFlJT7jBN5A8RDHQH7cFD4l9KQ+wk1kwKC6rsDTcq693nDSPjQKGsDUP9VA1jgbQaYwIEGOfqpAWVSZPumiHT8l/JE+UzbHP+/mDz8/U2U/S0EqwOLeHsD4TQpB6ggiQWMEoz4RxL8/EXePv8U3dcDQgDRAXKGKv7ORkr5vEYQ/YzEwPnglDEH6QBhBcMapPzM5XT+TEI4+O2t/v3kgSL/aCLs+M3hYwFi2ncCG/xO//ZGGPxq4Lr93IzU/dTKHPxR/h79iJyhBPiYjQWM2JUFOv8k+bQV9v0F8cD8GAQ0/6wM8P/0FXT+kY0fA3diSwH8Ds8AoHqHA3wPLPps2y78jVRHAENAMQVrSBUG+ngxBJ8aqQEEdST8q3ME+NOydPmKsIj8Bja6/5PgOP/bha7+9Wdi/65InQFQsHkGLz8A+2u7evOYdOT/Hs28/iF5OwKIm2z5QtKu/v5gLQX3BHD/nthA/Mo5xPya4uL9ZvojAUvIjQIZ3IUB/eVO/oXoMP0xeHD+2nA/ARWAQQT4LJ0GskJc/hIhSwNUOL0ACNQ5BceUOQTM7jz83QzRAZttpP0uK0T8J/J/A9W+7vjKCA78WbXE+haU9Py8Lxr9zgRBBO3kYQcEZGEEzWxBBhDEWQS1gbj/RN1w/q+kjQOX6AUDn2aq/GgPjv0jvuMDqfx4/gq7yv+TDFEGFtBJBwNUWQUSUHUH40xNBd5WEPzd4VT8Cqq6/Fil+wPiPeMCYl50/VhxxvcS69b+G1Q9BCdWcPx3Li8B87Q7AhHztv0PgR77RLmg/UA5ZvixuDMCrDwTAkRXIQKxG5T9RW/E/MOdswLWMjcBuukPAHBLdP3jL77xwxHM/HsnQPrMtIb/TeRdBLue2QCR9iUCJSK1AFEnHPzWEBUBadDy+zDEUwLnAh8DBYLvAPSTJPVXLA77II3G/JTKZQLhkZEDWZb/AHtZrwHSyLj31IoK/s/jtv+Id+ECGxg9BYjwjQfjgFEHpNhJBcxYbQb7qFkCrOi6/b3/Qv2DStcD8ikK/WVsMv+NkekAdnRFB138cQZcWGUHQ7QRBCcwHQADF8D+D8CC/n+rlv/zkkMDHN7S/4Ufsv4G22L4o0aW/qJDaQLMWD0FJrBFBK3wvQacDNkCHMERAvsIaQK9Qxj8mbRg/WzKrv2PYE8BP012/CLRWP9MbaL7n2s6+nW4bQda8p0CuJXTAoR+fv/Vu+0CJyBBBQqohQa9DMUAS1+m/tZ/Lv2rvcr9zv+m9XN5Yv46D8b9gtW5AhErcQKM2A0GtuhxBhM8BQf4zQUCIU1BAOxlKQFTBqb9wSgRAptGPv3kCtr8OhHe/yOMEwEi9oEDXIgxBD/8qQcr5CkEmGUFAwuWiv1Xrxj0tMjG/k5ccQE19ZD3dIfxAmjzeQDarBUEXUw9Bu5eGQBsREDxNoVM/bCPNPsvVlr8ZhfS+vz1jv2B7kL+m9ea/wnuOvzmNBT/FlVY/ER8mQGHQ8kBmwAFBanr4QPbYAUF9zF9A1fQwQAo1d0BlQTk/iB8uP+1xeD8fvYK/baN/PkItsz90DrE/Jba6v950XUDcaAw/VF5YPqFKCT+81Fk/aov4P9folT7zfxnAYB6PQEUuZkDMHb6+stKVPmgHJkCfI2i/cJ9rPonbMb/qYYi/s8/qQHBOmkDS2UpAvWSMP4CXhj//O4U/TGoZP+lyh7+WELNAfwu4QKM08T9RL6G/ILuGP6rCpD/uick/LFPEP355dT8fiy5AiqJHvk1rOj2OP7g+1w1bP+J6gD+3zmc/1J2DPy9Jgz+relg/fe+ZP+g1r74zy56+DW1Dvwbw9b8SUJ5AXnyKQCrGZUB9zTVARg1fQP+CYj+Ms4e/5AFxPggFfj9zO2ZAkQPPQNmUnEBYcWJA/x6BQDnmjj9pfCU/8bz5P0hu7L4lM7G/JXqrv3kcKj+QjAg+KFEVP0oWQT85g/k+CjpgvjITq7+X9HBA2dyhQDn9g0DXBjJApjdjQNlfYkBqHL6/2q3Xv8RsVrys99o9+slrQBmUb0DymxlAkUIcPy62wr+FyJc/BIwkP/OLXb50+9u/UmTLv1a3b0ClAtA90iR9v9lY9r5C/U8+JzRaP1U0cz8UHbk+A0Zov+xihEB9JnlAH9NOPsHcib6/S4E/LVlBP2XwDD6B7M2+hkefv38gi7/yaGJA58KGQLKGLD/PW1y+cT/3vwwb3b4/3BS9deZNv2lo87/MawJBurZWP2QxyL/vdcS/782DP9VcHj/D49C/nCjIv7O78b/4hOO/ZbNvQOTmc0BYZ+4/P2axvnavL7+IyM6/iAr9vi3KfL9AufS/6s5fQBB+wkDOmwJBIX8vQHwAiz44+qU/cmRIP7Csh0BI+opAQTa2QEN+xEC0LY9AnHM2QHVvKUALD7w/LA6rPe8Mpb5D+L2+8KxovwNimj8OupE/Dk3Sv1j3e0AUAlk/KVQ1P4Zfn75TV+08AP6uQNMOA0HHV3FA1S6ZQIHlhUDGHOQ+sbA1v//ikL6Gufk+doxTv39Jab/Z8EC8dZISv15Hhb5qJoC/LIpPPzp4Db6KF5m+Jm6+voJB6b5pm/6+LP0Lv9z9jkDTRNVAoHF7QOUuWb+9+Vg+qc/IPhvvmj7azHo+r81KP7xLCz8K7kc+vokvPVE0xr+3HfpAGf8Ov+MhZb89/Uq/XDvav6Jem7/zeKRA8reEP+ZMIkBxMKVAt/vAQG8GnUBd3lY/qvESPyeH5r9ISX1AQEkXQFzjKL+Uaeu/bLI3QHHo0EDz88dAFdnZQN+/CkDLKw1A7ysXPyZ0Uj9I9EW+QfO+v46R6r+D1eW/FEPIv35LM0CVPFq/PQR2QCVdEb/PDSW/C4iuQPmPy0ACzopAjnJFQDteRkB77bVA3vz/QHZDj0CaQGe/x+PAQGxVAEHKn/RApxG2QLNr/0AxQeRAliUCQQGg1UCAj6BAcaiRQCuhlkDzP6hAPb3nQEyR2UAftc5AFdfOQF/Sx0BXMntAlb9AQIcahEB+u7JA5HOgQB9YlkAYhJtAMHGyQEeZ1sAUEJpAwEB8QE5ltkBs1aNAd/c7QFuJkEDE6VBAXhaIQP7i8cB/uOjAFnvcwF1q38BN0T1ANVWgwEH3mUDVMjFAmablwDLF8cCKyePAc7HnwBuEj8DGXuLAbroyQDqxhEANopJA6b3lwHGc4cB9fB5AFvXzwGYlNUATSqNAAS36wKNP3sASxqDASWH4wAtX68CW4erAkLLuwGEfskBOsODA+JvgwAe+4sBQLOLAo6mZwFl3qsDwVODAeBjOwMeW88CgLrfAbVSIQHE5hEAm3d7ALhzgwGDJvcAgqdvA4WbUwDzZ9MDQsJNA4/zAQLYEp0AbsqFABIyQwLCboMCYLujANVfswNNx3MBuMKbAvA2jwDKsb0AJsNZAcSDIQNbz879TSErAeOu6wA6Lq8BhdZvARunUwFcMwcBLkLzAzDnzwNuxosBpuM9As+GRvxTuk8AMk6TA8ebDwDVf3MCfw63A5zm9wCZc5sDjs3ZAgcLYQJvZk8CRo6HAg5i+wDPlrMDOaczALHHbwMyn4sAGALnAMKyzwID1EUAtfVtApR7dQI6UzUBNP+q/c3OswLunisCIWqzAUV6uwE7Tr8DzfZ3ASky4wFL0tcB9Cs/A34m3wCQo2MDIMbPAf1W8wFwhoUABZtpAJFThQE396ECkBKhAPU+1wMqYvMDMn7nAMpTEwKS/ycD9dpbAH8zgwCGEYsDeqW1ARmjWQEfq3UChoc9Aj+GQQP6CWcBWTJXAgCKMwONdRsDKcqjAQF+9wPrwucB/lbnAF9+9wL0hYkD778lAYwbPQHeowkBRsttAgHOdQJFtyb5G+TvANHigwABxrMAXKHXA+FRIwE5gQMCI/bTAA+a3wJpezcCia87ADi/IwC2ip8CQ0KjAmKi6wCfbxMAsB6/AYDCvwIUdTUCUdZJAuH6dQB5MwkAT0fRAasTWQDhSlUA2HXG+X3otwLXaosAUr7XAP5HCwPzIq8DfuHDAbMyRwDhYucDONMbAVuTOwPXVrEAzTcRATqfbQNM9K0GjHx1BwYr5QNldab1HJ/S+vsyMvwAxXMBLyJrAiNqnwH3ClcDDwIrAVL2CwJtFW8DySDDAeeU6wEzhBr1Gg03AqAizwBQeicBDRGzAK7KXwHYYjMDMj7LAstOpwNwXn8Cbc0hA1pLEQHtv1EDqiR9BXggoQTJgEUG/mPhAH4TxQDu3EMBO7VPAll4CwDpss7/5dwrAyyRPwLuYNMDbqRLAXXxHwM7Ji8BXFnfAXPWQwBGMhcB0BLnAMsTJwG6dbMAJIWBA7yQLQSKqKkHlPCLAjAdBwMrrUMCBvlXAjjAJwEzKDsB8XorAj0e0wDwzn8CtBI3AjhamwOZxgMBaU5/ADlODwIVlksA7LJrAxpiwwDf7v8Bzk9hA+U0IQbMdLUGgRyZBH+fcQHSvAsAQXSnAiNFFwCm2f8DcUqDAi7+WwE8ZMsCvCorAeziTwB+KsMBmY4zAsEacwI+Hn8DJ463A8jS9wMCv1cCRdXFAWZTJQAwBCEHwmClBs2wrQTTmLUHBLytBkWYlQTeWGUFRZyhBjQYiQV/uBkEYvljAt25WwN07eL+dKcy/19hGwPFtd8BnjsXA9EG+wG1cuMC655DARGeCwPahYMDOQmbASwWVwDweicAq5ovARIrGwPvdysDNQ2PAu5oeQSZYHkGAtjlBbOM9QUjLQkFBUzdBrKgkQXFgy79Xx92/9ociwA8ILsAX17LAiLSywJoYh8DCCHbAEqx/wErPr8CZr4lAbhgrQTzxQEHg3jhB9sFEQZT9IEGBRCBB/aoIQbo0EsAnjtG+2vEEvxYZ77/u1wHAMLUewFWAJsDQEYXA+VLAwElPhcAO1lTAO0GRwEWEfsCxTI7Ai/iXwCItmMCahZjAzBadwDLbscA/YdPABI1JQGjdBUFirDdBwmRsQdt+SUEM9UhB3UhJQQS4RkFwgEVBiUZIQbxMI0F3o+JA+p5IvxQrar6IxR6/PKByv3mRGcDHwyvAOYyBwNirnMCFGrnAiZL5vsqBS8C2ZVbAokGDwCuPc8B1zZnAvwqXwC/4YcCGktRAz1YpQVwXU0ENGHBBuytRQSU8RkEOQkZBSnlAQc7tS0HQ8ftAZR0lwB61P8BkjhLA0dr0vvxRX78jv86+roD5v7zDP8BRuzXAUBovwJjJu8CTc73AecewwAnurMCwnS+/1pyIwLQki8BtjYXA9xOawNESusALVcjAaAe9wB8m0UBaz99AHHRwQSsfZUFInV9BgYtbQcZLckGPl19B8ZhIQSQnRUEBvklBE+cgQSBsKEGa1CrAHzCqvw4ep78bf66+l4w8P7cn0b86twLApAn1v+4kgMCzbr7Axfi5wIl5CL/cNX2/LlmdwJWowcBR+77ASKtQwEg2aEFLtkhBWzJMQeWwQ0GVY0VBEvVGQbP9Q0FuNUZByAsWQVFkXcChDQK+MPPZPetS9r8fqqW/lSqXvyrhS8CjlS/AIW65wPycpcBD8ETAEYqTwHB7kMDfvpbAy5yswNTV3kDF721BJhd2QVXwV0FJpWJBfgVyQcexW0EgYFVB+YZPQWNaRUHr30RBlzBDQem0RkEa7T1B7HksQS5BOMCzA1zAOU6Mvy9a374ErHW+JiNEvuq9s781YrU+RLcnwPDzeMDeHrHAFAS3wN0cpMDgIYnAxu/Iv3xmJcC6p0jA5M2BwGg+jMCK0b/A1Ki5wCg1cUH+12xB/WddQePVU0HFClZBqsNYQe5YWkGVK0lBYm0uQc5ZR0GDTUVBVfNAQeDvS0GXTUZBaqlJQUxVPUFjgERBuC9LwMXan7/p2QU7m4SRuoTIEj/4Kke96GksOYnSmb8ixcO/K9ymv6tNGcCPZorAHoLAwH7ikMCAHgHAgemFwFE3jsAyAozAJzKFwDl6xMDtZuBAZZ7KQOoSdUE0+GxBtM1lQTA/WkEB4WNBQR1sQeX8R0EdRzxBKptDQeI2RkFCy0dBtsr4v1iReL9X46s+09URP0DTy75ua6m++O3Bv8k5/L6Hidy/QRjXv0RyJMBdYk/AVvtVwNVcd8BU233ARc2BwEYirMCZu7TAPp6RQC0a1UBUhG5Bv51vQSyMbkHkjVpBoABDQdmfZEFKOk9B7EtLQdB+SEEUKElBAQxFQVTIPEFwpgVBqTh0vy12U77a9CA/XFmnvueEJz7lyxi/v5vCv2gOF8AtwVDAkuF7wO/mwMB6n7jA4RC8wJzgj8AGIjO+o46CwHD+gcCX+p/A6ifGwHKhq8BTZqrAP/+5QG6d2EArZONAI3XYQDKFaUFenVZBdpNGQV7jREExT0pBmRlLQbuESUEaSUVBqvf/v+5BIj8RrUA+U/HyPe3DHz89fos/kgm6PwOhjr5PYZ2++7jGvfl7S7+BqMHAvndewOQfb8DSVYXALeyCwFpQncAxkL7AtJa8wK1HtcA5nIFAg4PPQBBAb0E5fWNBA2piQZLbR0GKpF1BKkhhQYWMSkF/zz1BQgJEQRrUQEHneUtBNUdGQcO3REHKDt5A+t0/wEfq7r6zPiY/EfCDP73cOT8y8G0/giScPt9/wT5bPoM+g8M3PStlHD6emwrAFKNfwPJ2DD9GbzvAlIpNwN9lasCjgX/AB1aIwAhYg8BsCpnAEpnNQJNla0E3pmpBrvJsQeWfYEGp2m1BS5hpQfknR0EPkRFBQvtEQX1UQEE/tERBAchAQWzdSUH4R0NBeWhBQTW6OkHlvR5Bguo3wMfB5b84C5a/eQH4PvZiWD9B6YQ9PtfEPmZ/AECcz+i/yuXev2hLVr7HJ0bArRycwFaPpsAwL91AhDJrQT2fZUFMB1JBe5FfQecUYkFGCWJBEntVQfizPUHRqEhBWk00QSsPHkG/F7w+ffsoPgnhIz/IMBc/nXSWP0a+kz3PtL2/xWT0v3cF+79Vg3rAhiNGwMClb8Bv2o/Aqxl2wMsvSkBFiN9AWlpYQTdfQ0Eoh2FBunksQb7TUEGDmjZBIVU6QfclPEHrtzhBkZw9Qe6CQ0GOdDhB2rRjwIuADMDl+b8+Ua+/vLTRND81oG4+sT/pvceMBMCMHxbA1Ul9PiffQ8D7vW3AmJWIwInyLUA/9E1AIsicQNr+0UCb0j9BJU9lQcJ0W0GWiUFBfE8sQWihO0H4ri5BZtI+QTHVOkGNT1tB4xZBQZ/rKEF9CBRB4noYwHzEU8DiVCXATeWvP6sVED7X6oO8YkzwPkOuVT6fpYjAjYShv/WKK8DZcTjACIZ0wCQSX8CnUmvAmb9YwCOvWMBVZWXAhrsgwGvP00Br8g9Brww9QQikO0HrUy5Bnd05QfLZCMDS6pq/0+8lP9ef0b/J5GnAxcw9P+2CPcCXlEPAWzFPwFYNScBr617ArdoYQC6RyED2PdtA9LwqQaKmHEE0TjBBwWYjQZ76EkGMOkhB3xs8QSQRRUEW3CxBj4cuQSrJIkGmA/hAknjXQPeiOsDcz2fAhWagvuSBib/hft6+JNYZQFvJ7z75HM8+ImwVvxBvKL/w1+e/kJLYv50KdsD4/8nAi/6zwKaSQ7++IUfAdFM1wDxJZcD5qmbAevxLwP4UOEGmQjhBuKJCQd56NEGmQyFBu7cjQQZFGEHUEEdBnatDQeN0LkFF1CVBPnw+wC2OH8BgnhQ/N+NkP7Q3Fz3aIjTAtwNhwO/XwcAjsWTADJ6TvwGVRcCpV0jA9nhRwG70UsDeRSbASJtEQOgiM0G2BTlBwFpCQT2ZNkHgoRxBumMkQd1YAkGAtv1A74gDwPxfGsAHAl3Ae4wjwNFmH78Vif68bbGaP3QUB7+KShW+eQ9rwJgTCsCbSUbAHOk1wNbtRsD4yyfAbQ8zwA9nQkDVsNBAXKnnQK1sPEFSsD9BUYkwQZJ/LEHB0yVBmUkeQQNSG0F0vQJB/ccBQfbI8UC+5u1AaqDqvu2+0UCQ0Ou/Kw8dwMV7QsBbiOS/Rn9BPg7uMEBVd86/LX+jvy1gOsAzl7/AoftpwGJR+7/OWi/AF58+wJY7KcB3mBXA07IYwP7+S8Bk1zxB7X0+QVKiOUEzVEJBOfJBQZ7ANEEXUTFBrtE4QcceJUHRPC5B5j8LQUFuAEHyEvlAS5b1QEqF8r8VKVA9skadv5UJrT3wjJy/HSVmv5M6AsDgcDzACFc9wM1HGMB7Ecu/H6cNwDkDPcBMfCFBWMAwQWS0OUHCOkFBUBk6QQMpO0GkSSlB7rUgQVKCCEHBDABBbNT5QM3jAUFx8/1AaEUFQRx980C8huhAmdbTQG2Qrb9KJ6++KZcPwPIFPMB7OVjAEtCAwFATyMBrK1I+XPQXwLmv1b8nWU7AE9okQG3OlEDd9jtBF0U0QbibPkGIJzNBw0kdQXGtFkFDIBdBWsYFQdifCUEqA+VAdPGnP1lKuL9JQAvABT5wvw86hz4+0Sa/IFGYPg4HTL/DMX6/BUYIwKfsOcAEFMPAazKAwMughj6vuai/+zguwAKvLMD2Key/YcqMv55it79hSxbAk2JRwG4AY8CgDzNBTl86QXgRPEG8zjFBOw4MQXm6DkHCagpBxDcBQbmC80Aik/FABvzBQF+uxUBIDpK/SAkEv9xDP79aG1rAjNwCvzlnCcCeJBnAxYcCwLgV1L9VRk3AaN5WwFKIacAvGzrAnVYlwEpQ1kBu7jZBXBw0QaqzNUFmoTFBTCY0QX4SOUHP+DFBb/cyQYjFHkEIYChBvFcdQVgf+EAIR7tAUVigQEVwvECdZ4+9gdsOP6lFRcAxr48+vNyePj4tu8ASfgzAzqm1v+rFOsBXMDBBjDE/QeNFOkH/sTNBwswvQboyMEF8qitBQGYbQXqsB0EfVABB7sj1QEGst0BHXahA+hS2QO8MpEAetPK/QR74v6Qsn7+VHra9i4lovqaFwr9HqnvAHX3rv+JN478C4+G/n9sXv3Zrvb5hQ+2/CIghQJ/MpkCN15lAN90sQZc5NUHroTRB6dUwQYKwOEHTXCVBuJ0fQZtfK0HWuRtBw8QMQSQev0BU/btA2lG6QGNBuECJAfY+HtuqvwkOpb7Bubq+EXxFP4SsSL+9Fa+/X5QBwOAadsA8Nb+/jXCSv7DhPMBzHD7A9cOXQDb1yECxD9lA9J0kQfZsOkGxfzVBNLgwQXXpJ0GLvDhBASg0QWgxLkEHLi5BQMomQZdOHkFRY6RA4wWvvwNM178SDFc/wsCoPZIJy78K0w7ALQpzwFTQOz+/T8W/CNSNvwVUxr9cYM6//nkNvxcB5b4RYke+WErAv2b8JcBxcWxAR7fdQEru50CvPOxAj9wvQYX3K0F7BDBB+NEvQSMdNkHuURtB308cQSZvSL+zHTW/dqg5wBmmKb/hFIM+1q+Ovxr+WcAABKrANS+vwL5ok78Dqei/dnPNvxiG+b9mnma+dIEVwFxDMsCaz+NARm3kQFl0KkEhIDZB1EU0QZRLKkGnSzVBRl4tQb6zLkE7xCtBULIwQZxysUB1W96+VWqdPi1wkD7p2FTAzOkEP0pBDMBiJWi/PnqPv5wtuL+PaYq/na5Av3NMUz3v2Xi/rvgywI5IOkAMn/ZAaPAyQYlpOEHacjFBdfArQdu2NUFyLyNBxIofQSJYskAdg55AfI6hQPXAs0C/dsG+5A5EwKlWXMCHPNA/n9QLPxvO3T+8xAs+psPCwDUMr8DqlVDAPOUXv+ahvD0w3CjAg0QPwCMO6UDPwClBc/clQafDLEHXfypB8AsiQfatK0EXaLNAeye3QLBGqEAouhK+5oNNwKP5NL98zDy/TgNEPyysvT+WEmhA5a6svwWVRcCck6vAW+lMPzit472TPv+9PKE0QHcFLEG8WjZB4EMmQU+uK0EOAyxBaJYfQX71JEFEQxpBqZgfQUa+90BD8LJAh/SpQJL1pEDdeeG+aGbvv2tZa7/aDO4/V12rv1cpZ77XepW+R+KGP0buDsB9p2i/jWC6v6VtGcDAc0XAXPwsQZ6eI0Gj5chA53K0QBBvAr9MdDe+Slv/PlG43L9zPS/AgpjPv6Y9lzw2Wp0/RjCCPlGwnMABxaPAZnqVv9mMOb+pvho/eKj+PbsxOkDDu3RALUPMQM0zK0HUeC9BaE4qQY8WHEGUgilBsZIkQbT5JUGUjitBrDYuQS/pAEEdMcZAUR3dPcsfAsDC13Q9IekxPw8vjz2RaYk//GHGvqEDs7/PFOC/PXVBwG37979UAQs/J8UFPytEHMC9b91AV978QL/OMkGX8StB/yAuQaRCLUGOFixB0G0oQcFTE0GwCyVBERHjQF1IskAfE7xAYC2lQPKtbL0Pd0zAcc0mwEKTmz9cpMq/dMJdv0BQAsA54zXAHu6Ov5E3LkD+mr+/xLVMv0zbzb27TlK+MlQOv+1KHLzVkl+/sFQgQEdW0kC9wyBBKpQXQV2lIUHK3B9BN6IYQTL9BkGQGatAZBV7Pm4FKj/0SknAfK2hPwPfDkCeS7y/MaQFwJFSrMAm2F3AjCbzv+IM579Wlc+/OR3tvvyEkT+ewhxB1+UnQYkcMUHptzBB0EcvQUYyJkGiEBpBbHYiQcrdJEENORtBUBwhQQcHJUEsQhhBQnHLQLCZtEBf0LZAoU2uQF/Ww0BmrHu/7XReP/7DVD/J5Bk/87EMP7noez9bz1M+wb47v7LUXcA/xaXAZFFyPw1/2b8oaFq/Qm6YvXP6+j7pxHc+0i04PicSBsC3Qs1AhxPZQAzJ6kDLQhxBxIk2QZitN0Gu0yBBeNYsQaqXJUGsqRZB1P8bQRXDHUH0siFBnYkWQTQ+pUAbJQ4/9zY9wFOMZz9ccgs+Cq72vyS6KcBMd1zAEMkOwFooub9OJU683rj/PpGKmT7TeEtAaqTRQMCH4UDCmSFBQLALQdrKKEE7TzNBaGUYQTEWK0GcCCdBmQseQcVxKEEQpR5BTbIQQey2ukCw6LBAQFyoQJDtRz+4pIo+D4xCPpmnUT+1BYO/MfJtvwzzYz+NhuW/Fjbnv3bCT8AOB3bAbcKtwHCyJ0B3Q1K/e9aovk2qJD9yie4+FOdFPwDMsD9IHxC/lsiJQLln20By5+VA1zoGQUC2IEEzVyBBkUgoQf/QH0G9eLRAo4mUvwIgfj5DKzg/oh8DPvHjuT+lAmrADm/cv1dqFUAPEIs9HsH2v6bXAsAYpwU/Hc83vBSMKcCZxxdBAzgjQcI9MUGVMBBBRFwfQeOfI0FUCClBq5giQdkRD0HnORtBCeERQTJywEDHqrJAd+6tQIxgAT8Zr5q/36QyP9OvAT8PjVHANjEoQErk2D+bIJi/502mv4ysiL5/p/u+glavPm0B/L+rZwdBNaouQRtKL0HLORhBedMnQeY4LUGF+RlBnLQTQW1zuUBCeKM++OxmP3/Tpb/IB46/FONMvzWyAz+k79U/Sm8XPqtFQz/fBaA+6hZBwImkj8BIErnAi1SJwJH0JEDzq4G/U8x3PpfWfj9/m88+/6CxPrVdgj/ggu9Avmb3QEXYJEFaixRB5HETQUrSIkE4qB1BPf8aQdtTHkHTkRRBf7jsQMaOrkDdbcRAHqMdP7kSj7/FHn0/49i0P0HYjj9M+UnA7WezwO0Ti8BhMBq/Sjj2vyVLGL8FQN6+WgZRP86UkD/iCIS/x/H+v2mg5kCJPvpA3XQAQSs6DEGFghZBGdcgQU9MMEFz7g9BZMfqP9BGvkCPqcJARYroPoONFEBc+Lo+AaWFv+XKEj+A3xs9FYoMQMFTZcDvApvAYGWRwGHxFr8hUlY/oVQ5PhXjmr/V68hAxAkfQSs5CkHnfQ5BYqMbQS3qHUEZORxBa8QWQQdXwECiHBo/q8cbP+LF0T7G3Cm/FjqMv6rF2jxX3Fw/dLgbP5tJuL6+Yak/Vr9dPzmRxj8Haos+SsULwHgoM8DZ/KjAPJeXwAHmUz9XREM+ifIJP8Yv+j7jNeK/nyW9QGVguUDXkwlB2E4KQftYHUEuTyBBEhOmQJGrhkCzOBa/iJp2PyqMyz8Y0fI/V2kPQA6VWj+klsa/fW16wB28xj/pFRRA9uLbvjN/gr/y43K/zayDP88dBz81j38+FUHkv7OJ20B8ShVBJfoWQTriHUEOPylBYQgaQZN4HUG6fitBwO8lQcId2EBFXltADLCZPuzPPT9bcSs/OxVUP+NR2z4yI8Q/duhEv39isr87s1u/iKqGvkCmdj9bVDk+9NksP305lz/ErmI/6x8TwPJm979c/8hAsc8LQdN8/0DI5gxB0AETQb73FkGyuB1BEHkSQSbMj0A7a0g/Dr7uPhsuiD/iMbc/XJHpvxf0679ub5LAXRupwIrYK0ArbCG/ICHbPq1XW789N/K/YYZiQJCBu0BoPOFAYYkGQUNcE0EdVCJBYLMbQY9EH0HvRBtBvRsVQWTFEEGUREVADrB5P7W8AD+8+T4/ZC4ZQGMYEsBmuL3ABiCTPiPHyb+GIQLAhHqMvyzDZb9u+dY+jqA5PfllWL9lKFhAEiefQIQ9DEH+NRBBDRkbQTCsJUEmuSRBlFgrQc0ZH0GmyhdBDVG2QGVNeEAp/wFAKncMP+FuLD+z1Uu9fboFPnzCTD+UQ10/uOsXPxqZvz9hFrE/9wsiQIiqrr/G9YLAONmwwLpeXcClJDy85EyAPtVkzT6MDSA/rQzav0AbL8CkuMtAGbHYQHLTC0EfJgxBqIoIQcTjHEGSABZBu2cSQRkBHEE2rMBANd6iQPILXD/Oygo/9CCNP6srCkBcgeg/qan/P6eIkr+2hde/bOuVv6pSTcCggXzA8tpXwLjILkBfNEW/uuIvPm61MD946fm+T5YAwDbH7UC/EA9Bq50aQYkVFkE/QhZBp9ceQRDQE0HOvyNBaE8fQYe9DEHsMCJBZwwaQX3obEBRYTc/r04KPy1Z/j/uSoe/AGV2wHE3qcAZAZ/AN+Cpv5Rv2L9vJge+kcTuPrXeXD7f45M/SL5yPlx0O7+N+grA4tFYQAtcsUCN6N9AptILQYHcGEFysh5BfrgjQUg1KEGY0xBBghkcQZ3SCEHzSQ9B/ZjWQAJyYUAKd7Y/qpYTP82H7j91Ao0/fa3iv9xIWT9XL+k98RFHPv8gFcAyu/pASF4ZQbu8GkHT5RRBgVooQR9sLUFbRDRBan8gQYu8F0H7YxRBtYARQZaDLEGSYJxAU0AeQLPoUj9y5ig/RYv/Pscksz+TWAVAYIgUQCDjxj8RMqm+jojNv+FsPMAJU9E/1hl1v+SSmD74YxW+icKqvkaRTD+QT28+GBwpQFQVJ0EAbRpBVaAfQQp7CUGgEAxBoeBpQC50cEBVaFNAW0LhPxpR0j9OQgNADCkTQPhA+T+D3U0/4ukpwGKCEcDuMlbAH32awOYQJEBiJ26/ZvKbvrli8j7nQyq//jVEQMRbj0CB/+lAFIgbQWPbDkFcWh5B2IcYQcjlHEHDzSdBzi4UQZgdD0FkIxJBAXYaQa+kC0Fx6lZAxJytQJwQGUAI6PU/pki5v7gnecBPSZC/h5rwPxrAF0D0JBM+3GCev7FTPb9Nj/6+y1BDv2/QPz9E8a8+Y97gPtT/AMCJ4+pAdxUeQUE3GkFGexFBpN0ZQUIVC0G9VQ9BtDQhQcBDEkHCyAhBxf8JQVHKF0HNCApByaGsQLqWMECC9xBAxRm1P2w0nj+edRFABFwewLSBU8DEtF/ABmdtwDeeJsBqwXG/MGLYQIwjGL98vuC7269NPs+SG0F4iRdBK0MrQa9CSEDFLZZAIJMfQPjh9T+mv6g/d0gSwL+znMCNjJrA1dTIv/P+iL/bxse/Qz+nv+/aLr9qVA+/VMb+QNJcFkHNeRRB6eMMQdPLCEHf9wtBEKoRQTYfEkEA/RVB7EFkQEXvl0AleQFANQfzP8zAAEDBBQxAZSHUP7UakT/47qbACzmRwLkReMAG9Dk/xKMRv3+lCT/V9jy+igPuvuw7cb496/6+aKTwvyJ5SEC+kWpAQncMQT+QD0EddxNBXOYSQeZtI0HgSxpBNfBUQCjBGEBrX3M/IaRCP5z3+r+ueCzAQJOPwMLphsCbMiRA0wYvQMSahb8uCQy/o/+dvxfI3L+pZLxANvL3QJUmGkF8BQ5BspoQQaTFFEFxFA9BC6AbQULpIkGggCZBogMiQQMvBkAXYDdAA/EqQGS7AUB68Q1A7KDbP4k9sr8ONv2/pdLlv1qeU8BC2YnAQKeFwM5/M0Ds8/U/wd6gP4yGtL8j50c/PjszvxWYiL+tkwvAhDhMQM319kC8FwNBljIPQbZjHUFZ7iRBgVwgQYcjAkGwy1tAWK0uQHzyDUA97/k/Qn/hP9oQ3r4OK6C/gfW7vyPqsr/Xyr6/RheEvxiiV791dI8/+T5HP6+Gk7+0/eK/2NzmQLvEHUF8TxpBAUcZQYfzDkEfxI9AsF47QP2MKz+9D+c+2Vt0v7NDbL/h2Wa/1aysv8xp+L8zo1o/JtcWQIRwOz+Rag8/cNQ2QB/X7EAQcwZBbVsjQQrmHEHKtA5B4tYcQbLAEEE7VxNB//YHQdQP/0DwG3tAuGslQEKMZUBo1W5AC1xRQEgk9D6R1mS/id6Bv5BEpr9jppa/sA2Pv8HIkD8N2JQ/QgmxvhDvtr9FG5W/Jo+gv6nlnz9ZIfi/xkCWQMsN9UA/mAVBUX8FQYmTCEGS9/1AzcmBQCnFaUC+fD9A+1NdQFddPUDREnpAJeNaQJW7Jj/PPEA/JDyyv9ao9D+fD4Y/+sBtv/twrr+VqMq+5WE5P0vcZL/nZp+/j5+fv5pUvUCjVP5ATg4AQRx3fUBwWnxAx8JVQPaEGz+/WvW+Sf4qviMcXb8+JLc/DEJgv0mJSL/Ip2Y/dXYaPz07cD9J62W/Vrg8QPcHfkDK4OBAcdQFQb6s90DFQ/tAuRfvQHgx90C2rPdAPTiNQDWWhUCPjkBAhKEfQKINXEDXBmNAxaxNQB1FGD+fN3s+9mrCPjuMvz5a2i8/2MTVPiLIaTwmhaw8TS2rP/wKyz/93IQ/UdoSv/N3wb9ttohAYKLxQPiW8kD2WP5A6xjqQChzmUDrjH9AWGp1QE6GMkBUkF5AVfAuQCfpQz8XFStAlxcdQC3/P74jN8C8NWhIv43kXr/7kfe+BOvQv2DReT8PiWk/wksyQAQVYEA53gFBgfwBQX2MwUCA9L5Axwe7QNTI60AplvxAq/SaQH2ko0AVZrU+eL4SQFiGVUDM0V9AnK2uP0JSUj8+Kvg/ZnoPQOevmL8M8hS/umiBviQjPT8LkXA//vnVvu5jk7/dQg3A7/5bQHgFlEDOH71AwMLwQLto+UA4wbNAys67QK3OuECbDaRAFDeiQDNjmUAQGmhAiyMrQEs5gD+GFStA6yksQJ0Nfz8ETGg/qqykP1HT77zBvUq/Loohv+f6oj+e6zM/UlIYwFqJA8Aq2NBAMSboQNAPA0FDmK9Ac3yGQE4KjEABm4tAJT5WQPF0fED0EiE+3wACQPsBIUC6hCRAxb+UP4y0jL+/ggU/Jb6DP4ykDT/tBJa8nfD6v0160EB1yntAw+QPQGx6UkAS2X5A5mp+QOURdUAMlgg/1dytP1qgFEC2C1s/i3AMP/YG5D7xOpK+zcaaPxZkVD8ECms/zKjxvs+oB8DOiADAKyrgQHyvkUA0VJFAY+d+QJ9XYEC8dFVA3fKCQC5PgT9a6xm9oXtTPuSM/D7zCpw9+DfUv4Byjb+eotC/LZNav8MDRj/CZno/4LZcP1q+6r4KNBi/4vAMwAfF4EB4OgBBTVf7QDIFd0AWg1RAdeapP3wF7z9S9vw/qWUlP0L1sD4HfKS+F0L2PQw5Rr+Qwcq/NU2Sv2XaKD785Ks+dY+kPxWGWT8DkRc/Gn5qP3kiTj+yq/4+EEllv1vwrb/A4+C/8rpSQA0h1EAPqbFAUqOnQB+Ig0Bwcg1AU1heQG5QfEBdlt0/4RZSvRvYFD2VW32/YMR9Pzk9aT/zV5g/N1ZSP4tCKD+EJ+K/19m/QPYhs0B0f8JAfhB0QLGjckAPl3VAUDNUQE3ljT7O6RC/D6JVPStynb9f5aq/GuOBv7MGsj4k9R4/TYkbP/fiiT9M35c/zKtcv4rlS0AHUtVADXfyQN3it0CNPIRAjeZUQD4IpUAmxZ9A5hqVQKHXoT2Wv28+a8+svxEInD//rGk/S5+Lv3IvuEBRPvRAI/L8QBeMA0GY+1BAwXQwQAZUdUArz4tA7MRyQG9WR0BpGCFAQJDbPx3B7T4rZmw/bDsQvYGPa78LJ9C/ROh4v6jspr9Amn+/gtn5vmQdTz+H2Yk/6VENP95NtT5XehW/+n2fv5V5vr/cKSxAtv52QDBhykA2Qv1AgeMGQZc9yUDkB6RAIAUnQD9xbEDh9oFAUH9hPzejyj4exLe/b+ojP072NT9nqgM/rKsCPiUcZb/m6bS/qHSMQCfRtUBxINZA11uyQMLTUT+E7hE/R1lKv7V5g77tuau+de6Lv4UVNL9vCHE/+/qLP3Iijz9R0cI9Pifgv8PvBsCwVuhACP4CQf7R2UA2C5tAdy8lP0hLAD8lPp+9wQohv9Q8kz3a4w69reOxP7MsO7+0Tqm/JNegv6US/r+w6QfAxGIDQcUkpEDfELZAfeYKQF5sgD8wO4q+0iS0vwQoCL+lJGw/OVwtvuEwKb++5qi/mrW0vw9oHkCML3FAasjKQKmqBEHNlZI+jXRFv98PvL4d/La/6jCBv2DhcL+YYKw9hWJKvewv+r7pe0M/XicTP3gFfD9b1t0+rWYvP9kOAr39AHm/2h7Mv0vPCMBrd8y/qK/5vxBJxr8zooZAEhdDQCKLYz/9tNK9l8uQvx5fsr7MGsY9Gl6XPcAYYb+3k0Y/qf2DP9ekCb8bOsC/mHZCQEs9i0BlNIZA46eAQGfQrkAUa4FAY/WSP4alvj6ZxlE/RBaDvrXGcr4fHE+/XOOTPrMPUj2sPsC+emRmPtXYyb8ytP2/qo/fv4LTnj+vNoE/CelBP+efjb/ILDO/zNEFv7+UFD74KNg+dtIzv3ohir7bQKO/11zCv6+FPEBswrFADl65QAhYlEB0JoBAYiKlQP5IT0DfcoE/JqJAP3A4T7/UGUe/KmIOPygOkT70JgS/XLaHv79Da79sfum/qgLJQHDx+0AYKAVBuMuXQN93iD8+FVg/7HSrvkQF2r4XvpK/Otmkv/TVNUBkKbxA4c7pQMO85UD2iJxAIW5aP8W/jT9UqSs/FwGHP6l6ZT76Keq+t1uBv5oAgL+jR7a/V8uYQDyjvUAo8v9Ayk3rQBYGj0Crqc4/TWp4P5mO/T6KLBs/AvaFvz0Ssb8TN2S/kVziv8eQEMBY9QrAJNobwPbP+UAdj/xAAgKkQEahl0BW7odArI6SP/bQez/eOUg/VStTPwY3hL/dg+e/zhnpv5lNfkA8K/tAFCa5PxqvEcAOhQJBwgMjPxpQ0D6yApm/7wc3QOyZYEDNdm1AvSnKQEoz0kD6/PxAFlQAQfdJmUDDGvS+hmQyP8VmcD1z18C/S/drQEFUgkCL2P1Adz8DQScEBkHaKi6/voHIvoJozr5xY1W/lSl9v2B11r8nW+m/PkrGQNjjAEFwIABB5CkZQFKzAr8AUW6+YUfVvvlUNL8Dgdu+Ftwrv8mphEBnyLxAGUm+QEmd10Bp7f5A92Bmv6nJrr8xlmNAjc77QM3eyUC3qzxAOrybQLcVAkFFlwFBG9yEQOxCW0BkP0NAQFkvQErzoUAq7txAVIP3QIN980C+EwNBjNz+QP203kDzQrtAVba8QO2Rr0CjicNAJocAQYxPAUEfiANBwJgBQdfU9kDccu5AjgX1QKA79UBrGv5Alg/8QOvinUDZTNZAaH+0QHbKisDVyNe/PzBLQbt5ckGg3RvAzSqnv16BlUDIcGY/ecwxQQcd90BAGCNB4+/tQHYaCkGa30a/bMq6PmicH0GewiJBMBAqQXKwG0FmQ4a/An0yQI+7ssAKMWo+VVPNv0O1EEFScBRBHj0UQYdF70CuwwpBBlpGPzhsvz+TvoZAidxVvwGNEUEyitRA1gDDv+RhCUB9DRm/VuyvQJcZgb4WcuQ/XBt/PyypmUDW99y/K3n+QEflnUAbppNAeY6iQCb0jUB8z4pAvk+fQBTZmMA1ITFAKAyawO6y2cALty9A7PXewOccv0ADLajAqFeVwMZXnsB19KfAMEDIwLhyrsD0BUBAWT+fQLXgC8DLIrpAG8LSQH1xqMDWGytB8igeQdY1hUCEjipBfDTHQKg5h8CkK4nAATHGwKk3w0C/pypBGyPbQCvkk8CoucnAEOoIQWo2IkGADR6/0WEowNWIqsDsJNRAdXQyQSJeLUE6ISDAjjAxwDGbV8B9loHAUn8FQZvwFMCMv4fA7cswQHJCBEEzcQHA/SIgwBQNhMAGJJPASE2gQDGpaUGvjkRBrWtGQTi3LUEIFkPATl9ywG0kk8Dq0kdB+nOVwMQBub8AIqXA9JZJQV0wRUHyCwC/Jdc/wGoScUGf00JBliIcPgTxob7Qipy+RUd7Ppr/WkHxKnJBTEiCwD0GRkHLSyq/hiheQbbnfMAQYV9BCSNMQSUQP0EtrDdBC242QZqd7b6tKJK/THeRQBzlx0CT2DxBZAwzQV88DsCmVrG/+Gi7PiX3UkCLG+BA1rlPQfVZYEHToVNBSi83QQgNgbwoAbpACJ3QQCm0HEEgUTVBbsVIwErdMUFLjD1BVTlGv7lKcL+/xSvA787vQOCBEUHZ1jFBGdMHP3euMEFlgz9Bn5Y/QWmbEUHJoQNBmTwYP8FmOEGMQC5BHlugP7/zgb7vQ7C+UT0vQdDGQ0GnihRBBcECQRBMB0EOMO9A5JRjwDt9RsACEkBBUeIjQVk4gr88Ckq/05rsv4Lkl8D5DEXATX0oQVNmO0GiNDJBwH7FQA+izr8goPe/HdIoQUamMUHR2jpBmSYYQbiMF0Fn7s9AuJJlwOu7K0Cz/kRAsbc2v1NkVb/27DVB4FYrQSliLkFGbCpBiCYOQUhUEkHSz7BAd4NGP0zQQj8+/wzADahKv5mFZkBu4iFBWD0eQYSMukB+KY68tiXiPnPuJUGmNjZB9YAwQZnBHUF1gk7AQDbEv4UaNEFq/i9BpHQFQRSyC8CAni9Bx8kaQUl+Lz9+g5u/kbvuQOw24ECGGbJADoHQPnp1OEGZQi1BHiU1QfV3K0EatIq/a/skQVs0FEEYATRBBe4aQRB50UBalaNAb0hYwJ+tK0GcxTpBWNwlQeNkH0HJZK1AhJUxQSXoJUF6fi5ANrUnQcLDTD6VTmY/tBMsQSbDIUEKy6NAe5QjQD5XDj8fYRVBhG0UQcc0r0B4VK5AiYmiQDGzVj9YZRFBNwYtQQW5pEDOwqZAGkQ4P+P8mb83JjRBSz0YQa+znb8E84E/N5IpQQPTJEGnPRRBphQWQRm8BkGdwRRBkZOwQOfmu0DNRn2/7vQRQTxveb9frBQ/vvQVQT9580CYCilBCLGIvye6JMCIaUDAAI/Ev6e9BkEZEoc/LhQcQdH5FkHhZtJAR5vJQM7Q0L9vkRFBrETZP7guyD8b0za+Z8OPQJE5EEE4lMK/9eHmvzKiMUHzRrdAb8j8Pq+rgb4r3RRBe7sUQb46EkEaOgFBjWl5QD/HEUH9WxtBDjgQv5X6N7+S4iNBOkkMQUEArz/bHRRAiIAnQT8hF0Hm+olAfYx/P0ismz910pfANgpQv6UWIEGj8tE/l+l0PyhivD+3Y+1APKsRQSGK/kDjARVBNx4bQeFbHEF24ydBIeULQTplIUH81eNANgtiQBOTtkA02RdBXYUIwFGSv77mTSy/wtsYQQ8CS0CeTRFAuCvfP3FNvEAFmhNBtzRrQDZpHD5EgaO/MbvsQNL+uL+QVAVBnxkEQffYWkD5bl2/jNstv0wCAkHDNUI/IhwXQAWrHED9CvA+OuKwP8mH7kAM2pw/4rY6v8T2G78NXvJAYa3BQKqKXUCXhAVA2z5gQE7TjkDLV5BA+iXGP+8j6D9sbv5AXnICQWUYlUCmHV0/yeDfP77Hmz+LB3lACdCIv49h40AxRyM/ldCmQKUUTUD1az4/NU8DQR3Ihz7Cfp1ATbz1Pqzh0TzZXo5AZCSTQEFpfEDM6adAECkOv7w6dD8mb6U/HdXFva/+6EAr9KdA1RWlQLWJAEF0pHU/Te46PfO5gEAdSINA4X7APsbkAUFvr5FA63+HP1JapL9dp7++df1EQF/98UDekutA43KbQN4MWr3fGR9AtVfNQEsNmz4175dA3zNtQMvicEBMmG9A4IQjvzFsm0As3uJAEBCZQL1QSUApOwBBBa4AQWEB+kCitYa/K6MoQagumkAwWC1ATUqhQGkXjUAtrNNAq8naQHx48EBdtCZB8Ws6Qe2wGkHDTTHASNqhwOWHTT+tke2/gsynwNmtLT+THTpBQSRCQY0RSEHzzERBV66vwNAsRkFtqUBBLioSQWzNLkEsPU4/Vp/gQD0t0r5QLy5B1awWQY5zKEG+0zRBvv//QN78bkALFi1BvzcBQfDQBUHvBCZBjH+aQCw6wL/U+DhBO4soQa73Er+6gSNBeNoEQC7GOD6ePD3ALnqxQA0fMUFNmRZBRhNZQEMqF0GpkjVBtToRQaVNFEGeISVB3hgpP9xPH8D3QydB7jwnQczpI0Fm4BxBekYEQTJTDEFW/RhBiLxjP7+MFEHrITFBIE8DQd8UKEH2/hdBgmsiQPivm789Q+ZAyfEiQRN0EUAU0hlBngAJwHhWH0GeIIm/MH0tQECWD0GrX0VAeWwUQQm9Jj/4fN9A/knAQCSpkT/yQy9APWALQD8PeECflRpACccDQeEW+ECnrkg/12mGPxNSsb++wLO/b1F+QClfAkG9B6ZACwRuP6xzQUAAUvZAm8QfwAlDNEHGki9B2UzfQJUVI0EPUB9BwLp+PEdhFEGSExNBUkMeQUqMyz8U4BhBRXIIQWCXEkEYWQBBvWj7QAc+bEBFcXpAdxGEQKAAvz7vhTW/KxoBQQDtU0BKY6VAaoO1wGoWp8BP6gJB80KdQJY5B0EueKK9geM4QZnBREGXUl5BQ+Cbv6Vei0CKvqZA/yAtQZR3JUFHrrI/zMIgQbrq674Mqem+xfMpwNEvHUFnUs0/ZolKP5LdxkAA4e8/H+y0P+Kj9kBo9fVAbqDlvbPOg0CmH7tA12qgQEJ+akAlU19ArlX1QIRHiEDzjNhA8QVLQRAA3D7kGFE+E84cQZqr20DOKAxBqd0XQaRagb9wIYdAfkwAQSeOqL/UQpnAJRg1vlbV6UDn9gc/DK7YQOWiBEF6RxNBqgntQCWhkEAG6nZAvqixQEcbpz/T+lo/qzUKQTqvqEB0yvdAwNmbQFBpQ0H/4D9BQMA6Qa7LLUEK8a9AZ34mQURBHEFj5CJBPcuJPwX5IEH16ExA+84qv8Wg30AWsglBWpCBvzEz3UDFQbNAI7KMvfr04UDLYp/AxdGdwHIZvkAL2txAP/0tQCdPrkC1athAtLCswNslo8Ad59NAwhadQMlSML89yze/dzbVQPriIUHl5gjA9le+wJT0c7/2x5bAv/zjQBB7fUDOa6fA9HeQwK7xJ0Fz6kM+C5bVP91vocBAdaPAGAhYQU0APD+LkEVB46JnwPBrVUFR06TAClc8QR4HSkEBk0JBSEItQY1qQ0EnFEHAjm7bQA3qNkE/Bh4/drddQUw970AK6pY/Ia08QTlmMkE2Yk3AfoJBQbenKUHWmj5ByUMCQVoqG8CQRYq/aFgmQWmJD7/zYatAvuw4QfV+QMCEazbA4w67QJR2o7+vokc/YCXev1P7Dz7mB7pAmaXlP8FrJkE9s6xAj1cPQH1lLkEPXy1BPcwkQe0snEAHaALAtaQ0Qa3U20CDAq0/JKgkQR5EHUH5rtNAMd/nv0hrLEGAzhdBdwYrQYpMHUCPcTpBwjKmQF/q9D5/pdq+R7etwMV5J0G+PR1BSqEjP8xT6D/E9dZA+LS+vpIwpr+kECdBVyQdQa7zFkEZN7ZA++8oPgRpqz+IBZvAC3jpQAVFDUGS3ow/ubYsQQD7H0F8mRtB2wCyQMmPGcAGK6ZAUMEjvq1IHUHliSJBC++MP1rEOMCWvPlAH94eQYdGvkAsRc2/YyX0QFHuDEHqeRxBjbsGQQv+IUGmUBBBXYiDP0e0yL8S5SFBN4MnQWtiJ0FAXElA8hDBP/mpZr9AuA1AgCUBv6AIIkHmxF9AF6GaP7mzpj/1RcS+TPqowGRAvr+T+RZB6dwbQVbxGUFSe7jAsRT7P2GheMApmRtAhPkRQUvIEEFybAdBfsVjP5GmC0AIzgNAzXkvQNyKGkH32vdAHoqAwCTvA0GnbW7An/QSQWlQhcC3ZkC/YpDKQAqwB0EKMxlB+DvzQBzXgb/3tBhBOQR8v/Lw90AsHlk/qCBEQNeBuUBODWBA75wfv67OMkC7zANB9PX1QE0+g0BkOvdALU02QJkB3kB7j0JAMjFtQLgg+0Cc78JAwWysQH9FV0Dc/6c/qWLRQED7UkAR1qq80OR+QAWnJj+vuV9AwilzP1YHLD/MOes+BJS6QPHtcj/38gRBrfaAvh2AfUB1L5e+7orxQCZFOD/aaXdAGOQQv+lcpr9nEqq/wlFTQFhtgkB4Hb2/Q5SsQFvg10Ds0G5AR3stQPQFwUA11J1AqO00QB5F+MAmMnNAVXaMQHDaUEAj16BAcnTGQLf3mED2q6BA5pK2wJ+JXkBpY6DAmF/ZQFeVocCeCv9AornrQMW26EBKGsbABiBJQN1nm0A9gXHAG3ynvfNsi8B05QhBqnkrQRNV/L8FD5zAcNl/wAwcb8BVIilBmPYbQQiihsCq2HVAufAAQQhpK0FqjiFB6tUZQQ7OUUHgnYxAOHcgQXLxTkEowUZBob08QbRuP0HAQidBSDKwvggFicDM81lBLQhBQXPzNkG5o589w2LrPirZvb+VHR3A6y9tQSJSakEwjQ1BQA1EwP/2YkHCYhxBdtBkP+9DFj9/eFS/VwHRQAs2qz7enJu+IDubwD3LYUHua0BBjcVwQcXaRkGEikRBc6XjvbceZ0G19WhBRe9EQSCTXL3TX5e/B79aQdh9R0G2NEhBZn1bQUZQSkGQLow+3mtcQZpTR0Ggh9i/BKo2wOccrkATTz1Bn+hFQW+fT0EWyztBKfA/QZ6kJkHzHhlAEb09wGWAg0CPDVtBxts5QdBvK0EnhjxBmXE/QYVUNUH7BeE+VplTPxETMD+NwitB1WxDQRlRIr8P1dq/z9Q2Qe0SM0HvKy9BIlbivlG1LkHxpChBqb4jQS1GFkEFRRVBSpdIP2aDJEFEf0NBNXY3QQTjH0Gtjh5B8RshQVzp+UBmYmfAMAw4QWpKLUGPOQVB+S0EQbPZrD+7tsy/FL0zQTaXFUHi/hVBcAf5QJiArr8cKjhBZpEwQTno+0CvwPFA8Tc1Qcm+DkHnCsBAAAGyvWLdU76vHudAHY2+QK5US0BbzCxBRFg7QdLILEErFb1ALLiwQJtnxb4A1DQ+Ko+vQGZvM0GWDzVBAtIAQaGEtEDaNYy/NVk2QUMRLUE4/KVA+SPgP99NLr8zqJE/WO40QVqnM0FNMCZB+AczQYctMEFDMQVBdyITQQ53okCtmM0/jo40QdxorUCNvi1B/+0tQRJbL0EnQiVBOcgqQeDm+EDGFaRAvpufQDrrsEA0AQ1AFKbGP74cxkBjIeRAuWXIQM6ABj6MDZ0/SMrLQJ73HUFGFrRAqeSgQC24M0HlcytBonIhQZZQH0Funw1BWLyaQE7+QMCkpSc/F1SYP77Qp78LdStB4EA4Qe1VKEE/HTJBAiq3QMIoqECWOJO/KQvNQH7xGEG8d1nAJ3S3QCaXHkGBviRBypkkQXM8wr0UiRdAIl/bQAiRMEHWZLlA2Qxov+3MD0EX4yBBh9sVQTIJHkE0qtlA7GGpQH9KCECTw+RAHzAhQVZFIkGrPqtAoxQeQbflIEF8Ex1BY+3FQMN4sUA/swI/Fr7AwIa1IEEhhRhBaQsXQQacFUFRPVc/ss6bvqHQX76YKoI/o2HfQD8TDkG4aidBoq0dQRDzHUEfHRhBawvoQCdCr0Ap5dFADXAWQT6IGkEmExlBdj+8QLXvCkAWODFAr7+mQFDuz0ACwPRAb90bQQtaEkESlwVB7qLEP5KtN0C6ug5BX8ceQSixHUF6LhFB9MJgPxtBcT8t39k/5NMVQZTBJUFLLhdBOfimPyXESz+fqW6/5RXVQMBJCUFU2h1Bge4cQdjfI0HdSNBAPUh4P8qkPj8PmBBAsFoavgnFJ0EOGBtBySEcQYfBJEEiqCBB2T3bvwSP9L/nqgtB/IMHQX2TJ0FCfYg/XIUGvyhZAkEhkhBBrzRNP6OUu8DyS4k+bnQYQRgDJEH8Aas/KTF8QOsJ6j/2czc/reORP/+u2kDpt+pAVhB3QHn4A8A4kxpB6TQXQejAHkHTWiFBxJW3QKjTnkCMOhjAHBbkP0ScSUCheqc/3b6NwHll2UD+zxtB2JYTQX2PC0EP1hdBXOeCQEHTEUB4iQ1AA+f+PzWaCUHbWBBBJ4AMQZKvC0G4Q/pAGsRAQI30LECrNdY//SH0PQ9JFEGASgxBXVspQYFI2EA5YrhAfXZPQBhlFEEP1RFBqqsSvRUhGUGJ3MJAvhECQZlJ8UDe6DFACjv0QJlOO0FvMwNBnUPyQK5Ed0DAZzJAx2ABQTB+a0DonJs+gjd8P0rzxUCZwBRAM4CIP8rv3r7zkABBDQJ9QLvChEAiGUE+e4kuQCEkGkBJ254/VCyDQOrmgz+o0VA/NLWDP8+lzkDZEZpAoHweQNTLFUCMeXU+sScZP560X0BpVLtAhhZhQMGmNL+V2GdA8peCQF4cAkE49+tAijNtQMb2i0BiR7G+IDE4vw+jfEA/pmxA081nQJZkmT7l95xAf2dZQJuRhEAsZ5tA6DMhvtZimT3NGYNAYDauQL9egD6EA7JAw2X/QESArUCxCotAyqAFQZqKnUCoerRAffD2QKQw3j9Lbp5A2auAQEKQWz+IkZu/09HvQMV0nkDexABAluHrvhZLTECNKY5AJwvxQLB6hr+E18VA/DjOQHh5AEEExQNBy0O8QA0VHUBaBz5BtDsaQVE+1kCqaCBBSUobQUKSBkEEAhe/2kTOQOEd1kA9FJ1Aj7qUQDvq7kAsoTxAMnTdQP9I4UBpcpvA/cxRQAN550D3QaZAvz/eQJcEnECFfbC/EhajQMXWEEEk4IZAOAMNQaLQKkGjEyxBC1KVv6v9G0HLo5XAIKsFQUAYJEE5oslAyVBFQT0NK0FaiLi+qN1LQYQHRUGVzc1AGlcsQd6SW0FsR0tBP55GP2IxS0HhyA2+48EDvvOldMDil3FA1oNgQZNESEEye/I95BqFQCm3Tz896z6/uwveQIE7L0H+z1/AjBi2PxGN7kDxokBBHElDQfRzP0HUWG2/5lZBQed6GEHSxkNBEvQzQekfCT/Z/Qc/n9MOv8xiQ0ERQDtBLgsxQehgPEEs5TlBNQ9BQXxrOkFhSjNBua4VQYm4yL73AQNB7tQyQckSG0H3ASNB6rg4QZo8JkE/dTZBy1YyQWXNNUG6Dz5BtPEGQUrh5kA+VL1ALKyXPzQnjb4LKsVAHCA6QSLGNkEzWMZAk3AzQczswUCPLKFAAE6GP26G9kBnsilBjvG0QB0+s0CNYMQ+ZysuQVdgMEFb8R5B/da+QGRGWsDKsOq9vXQmQbTUMEHWMglBSbejQBGHy79ScDq/r4F6QBGHFUH5P/tAa97tQKS5oECAZzFBPQEmQUVfLEGvwhlB7U2sQDV63r++pChAlhA8QWpvFUHm2SpBMS8XQW8j8EBVR9w8mm4CQIOxMUG8rR9B0OTBQM4FrUDlyWE/UrElQfXou0D9SL1Amq62QBAaCb5dTSZB4eMiQbitHUEucSpBsTwdQXbIG0E1kyI963YmQWzKLD+3gyFB6qcyvouP1L+cKhRBza+1QNWyI0HX7B9BQk0hQeoeFkH5MFA/p9SjP7RNukAAvKpAtlwCwH+JNkBLW25A3/nqQA9HHUG3kipBsVoNQSB/JUH4ahpBQcwiQUykg7+aigTA04seQcKxHEH7vhtBOhgAQAF2pr6IEAlBogchQcWMKEFTEApB65EcQcFsI79Cv75AqsMGQRBZgj/yygpB7u8oQSRRHUGE6SNB7IcdQSJgGD9kKlk/InARQcICFUHnfiNB9z3xPxySwL/Tu/JA7f0qQdspDUAMmGpAg5V3P/x+GEBelxlBeIEeQYq0FEH1tMQ/9WT+vlNzAUApHfi9xwQZQUXsGUEAYhRBwtQmQSvLFEGrEBpBv2QCQDn2wUCpxhVBA8TSP8LqF0FZxhFBlnUOQbq+r0D5/s5AtiEGQen3TUDGLCZAXDkUQA7D6EADqQfAlaYYQSnmRUD3fAlB8itzvwYqlEACT1pAcD9qvx953kDpu4W/JFepQIB4uUC/xihAh2YaQBtsA0HsspVACOeIQE0zFkAOqR9AVxmoQBELVUDn6VpAUdHQQOk5mz+4sgFBmonVQFzPEz7UBZo/oN1rQOoj3EAQ2lZAqirNQFPSi0CqkeFArSd/QBms6T50GgNBLXTuQNy2fkBNqZBAHJSjQJngsECH4/dA0fjov+OCo0C3eqBAwx/JQDKYrz9HDYJAyLKMQFhJkUBMW1xAzHGOv0dPHb/FxaxAvibEQEBAvUB8OQNB06EBQcYtAkGgudtAWZOXQD+PCEGHnT1Bb1MsQY8Ip78xASlBlMD9QGX1f0A0EnFAkBSjQBIb0EC0781A8KvMQE455kCbZr5AL9qWQHqMIEDT3ZFA3e2lQMbT4UDGsGxAphRRQBz5E0Dgx9BAxFtHQKIuxEAdRtNA6xWsQKdW10AIyNJAMUQ0QPc8z0DV8OZADJxjwECE3UDtA7TArs+8QF3U9EBY5dxAN6coQSAr80BMhY3A/86/QAB6L0HNKAdBF/jBQCrSz0Cw8y1BaL3UQInmYcDMoyFBzezXQFg4w0B6SR1BZApHQej1LkEjvMxAsuZNQarfKUHSE9VAY9UlQXTZaEGYim9Bk+SIwEQVWUENQUBBvTlEQauMkL92BdRALSVPQfbKZj/cqai/XlXWQE6ay0Av7Dy+ZtYLPxdCR0F5KF2+oDM+QR5HFsDl4bxAbl9sQZfaR0HEeM5AosJpQT0DOUHPu9c+pl5gQDojvkDjND5BXNlAQQylRUGYgyXAzLyoQOkPLkHYAkdBmZY7P8M6LL99c0FBSnzUQN6GJUFI7zRBGOU4QVkaP0EJBUNBfADZveweUkBpLuFA20c0QZUHMEElAC5BBTYDwJqtQr/QESxBw345Qby+4z3ED/xAKx42QW5GK0GMOiFB6BbAvWPPNEH6s0FBZYoDQSarCkFg/jxBx6UCQTSv2EDV4MC+PqI5QVTsOkGuLT9Brfw7QWU7HEHqfv1AmpNBQWEK/EBDhtRAhbYeQflVMUH5LiZB65AIQZRjLUGnW/tAou4FvyVXxj76OTJB708bQSSdCEGcGDZBvdAxQVekLUERmiE/wicrQVhsKkFiOQxBlpLtQPkTLr8DjE29BqgvQawSK0HSLCZBkyIoQfIj8UDckH++yBY8QQQHOkFJ9MJAW84nPqk/vT+iFC9Boc0dQVsmJUGCvgk+/PHzQKNlLEG11uNAGJQ2QXDcL0HR1yxBbUcyQQIUBUEOjMZAD5W3QEl5ID4rFdNA4w3eQD7W60CYRSZB7G8nQapkI0GOmBRBY8InP9fAib/TVytBPtgfQZZhGkHsjrhA9qjov1wULkHJJR9B/t8jQQw9KEESmCVB+uG0PtAp7EA3QetAgw4yQS1aLUFz4RZBLBzWQPbXpUBMAa5A/ueYPyewzEBCyyZBxmkYQScWIEGHMydBJeAeQeRNFUAtlxlB+h4TQRvzt0BUUL9A7fgKQfQiM0FW4yhBBJ2sQOkc0kALQP1Au2ggQQybIkHlmxlBx965QGUHuUD414W/kxfMQEGzEEFB+jlBOg4cQXCZEEE0/xa/yL+Rv7sNh0DxF/hA1OEmQWVHIEGyAvI+rTP/P2ZZ50Dp/xpBFnwcQaE+7T6U/hVAbA0TQd2Lmr/8zvU9ZRnWQNuiCUHluiZBZEkhQZDWIUHGwQ5BpUsYQGLt8UCxMBZBS7AkQXLHHEE5mB1Bxi4LQXB080B+t1FAfENSP62e6UAaSxVBc+omQdAVM0Hm57xATDVlP29XAT/7xulA5+30QIN9CEHYaDxBqZ4lQcOwrUDsnJI/pYH8QHVF8kDEuQhBQRUpQcftKEHjILdA5gHkQDvqE0Hv/wtBsA1XP+tnHUC0rCpArVUAQcZ9G0FuAYI/Puu2vk9nzUCXZPVAXvD6QLQXEEED96o//wP8P2ej5kBzqdNA1FAbQcd8/z9rMUxAoe/HQKivD0FtpRZBPssYQXM07UDqj+1AGUEgQSwZFEE9gfk/zJXZQPAp3UC5/RpBmKQYQYQGI0FdvxJBbegBQTPlhEDyrQRAuQgXQYjQuEALvQlAdO80QD0H9EAmuhJBKrUXQT+BWkAkVt5A3s0CQCxgDEEvEr9A2c8KQEY+2kBEFD5AIW39QNEtIb+DidpAbkDtQLRMHUEYRTU/Q/n0QCK9zUC4EP9A/YPaQOCZDEBcc3K//ZfpQEcw+EAmUBtAuUgFP9Hps0ARHshAMeZiQE3HkkDG2IZAdo6qP9SW+0B6TaI+zqvqQFremECCgJ5AKp3+QPS260AJm/JAfvRqQGPOUECfBCM+RzsaQFzkwUDQejhAJWLLPmL540AlUQ47DOw5PqvxSb8tof9AJikCQbSJAUHBsM9AzvpVQBoZqj5sbABBNzMoQG3td0CqzMFA2NXIQEBt5UDxFv9AUt+uQJbykUApjklAwhv9QAYx/kD/WQRBTI6mQHtLhUChZ4BAZtPwQIQeBEGT8INA7StFvk0s5kDXGwBBLU99QOtQ30B6NABBavH+QKKFrkDwsnhACxXxQIE4Db8AebVAB3HHQEFt/kCVKuNAIASZQKl40EAqHetAeCr2QD4x9EAcR5lAvUqbQBngOUDtnJFAwQf5QMbQBEE4EP1AIfaSQAyYjEAluutAb/DsQB9krEBn8utACWgjQPOrmUCOswFBq6CaQAZQd0DrDLtAJkbSQMwQv0DiRM1A1yEBQTKHAEEfRwFB87EAQSrPQUDL1oJABcjiQK45AUHYRv1AoZu5QI0Gb0B4dLxAEpMBQQnmqkAgtsVAPQ73QDZO5UBzHQRB0DEAQXjDAEHRGetAsW6HQDyx1kC16Au+3c3PQKlCSEG6rUpBWQbdQH8nAkGZqy1Btn4VQRvTGEEf8ytBNDoRQQ1QCEEFf95AuC8cQeYEAkFAnhlB/JcvQdiaCkH4WjdB1Dk3QTD1KkE+0t5AmgMiQVlvHkFk+fFAbg8DQSXBSEDiJdhARprEQLOUhECccSBB1hsXQecESEEkB9RA74q3QPXb2EDWMdhA2Hc0QWK4NkHZKSRBlQEtQVr8IkGh2ihByMsuQSNTt0B8SzRBukIqQZYQNUH7RStBmK4QQUwSFEFLwBFBFkcxQSuOr0AIKhdBJ9wjQYLjXD/5jhZB0lkbP3pCJEFX9O9AyE3WP3v5rkB/geBA+Tpjv4qjz0Dd6MlAr5wyPzyYKkHOUxtBZd4VQfJzOz+mc/FAu+oDQSezBEH/xSJB4mo4QaAsT0Ejmw9B9U4fQbpKNUAdUc1AOripQCknKEErUFFBMLREQXWKJkFxszVBbQ4TQWpwIUHQSiZBN1wgQWrk4kD3NLVAzrYLQUVR2kBHCMRAVzTGQAyCqUCHzJRAhjEBQRj8h0DKxQ5BvjlgQc4TLEEORxhBlKWbQGxShUCKUs5AR/SQQJVC0kCwoeBAD1ECQctpykDDbiJBWeY6vi/zSEEj1B0/569lQbziy0B2JMxA2MvJQMxeAkHlUsJAJ0YyQckS5kBOjTNB7joxQSdJ5ECb5DNBqnEvQbMcHEF4OKxAEAOMQDFhGEFVsRxBUkEcQbJ62kBeqttArIkXQOlx60CMnBNBzt8eQfAu3j+Pj/JAkkb8QDLOGUE33/lAzjD4QGpj4EAkLAFBd+T5QNJSjkAh6cdAg56lQJuDv0DUXuBAIFQtQQbXvUDE08RAfmGqQBEYG0FjVxRB+H8SQd6nLUFhaow/LckzQLE5KkG7qlhB4ylBQb6yMkEpt+BAPIYtQfXf1EAUxZc/nO0cQalwEUFa6vRAwgAsQb+A30DW1RRBXin4QFciqUDapPhAt8D/QJX5/kAdAKNAXpKkQN6ZJEEESCFBvKciQTvJHUGypNZAyKnWQEqEJkHtNoK+cIwPQF9rIUFRYgpBYu4hQdJ97UCosQpB1d4IQSODn0D9MU5BAus/Qf4RBkH0FZdAohcYQVTGGEEfuh5BxoEkQTxtA0FEiF9BP32ZQP1KNEHCKtZApmTlQGAiJ0Hd9tNAC8ckQWlWyECNmkpBwd1rQfgkMkF+hyBBzrfsQM0qF0ExFc9APRYmQSp34UBcE+9AHwDhQHpdJ0E6ZRRBVVK4QDun5EDVILxALTLTQDziyEAOKc9A2YrjQJ5v00D1KMlAEsoiQQ+Zk0AanTdBaIa2QPFIMkHUvOZAifEnQYKLIEHtbAxB0WDhQDfrFUEb6B9B25sVQBr4I0GGNhlBj70YQaq5eUBkOOtA0OPjQEmjiUBb1/hA8uq3QOdrlkA7KchAU7LTQNGAZ0FIBhhBorMWQZnRC0EHo9BAG85/QBMPh0BJut1AAEszQTCqG0C8xCdBuhgeQVJbJkEfsBpBe9DlQEqaLUFHXtdAwSTMQMEzLkECByFB2em8QISqGUHUfRxB3FgUQULyKkGaExVB5VYUQbdvHUGh3hVBAbgnQc48CkG32BlBNIInQTOmrkBtoIdAFb0aQS3FGkHx0b1A2YoVQakSy0CZeQJBR6/yQOavA0GZitdA+o0BQRU900DmFMdAhe7QQNOF2EB0typBd780QcWyEkGhVStBZEopQZVE90AFjxxBqwEcQembKEGAc9lAxz+5QPjyAEHbp8hAa8TPQKUtB0GjxgFBtBsnQYxG/EDw7AxAcDErQVGpHUHBNRNB23/3QCPUHEGdQuZAzqQtQWStMEHBVAhBQFPIQM9Y+EACbspAniESQXHa3UCoXdRArIDoQNM/M0FaxSpB278lQbJUDkG9NvpAxCkRQUQK60BZ5vVAODf2QPFQ8kAV399AlwrSQIoUJUHSKbFAsWERQfva4EDNdNpA/MEeQatsJ0F9HCRBkS3UQO945UD6SDpBof8xQT0oI0FjKiFBggocQREPEkGSWvpACJoCQd589kCFG+BAds7EQBDn+ECAjAhBgTr7QNQ42kArfgFBqlwqQZYOF0GbwPtA5CQPQU+C4ECNitVA1YUfQXmFCkE69d9A2NYYQVD59UCuOdhA3nXYQJ6H6UBeHx5Buo73QEH73UDFlc5AvU7EQAP9L0GSCjFB1os0Qc5zwEBqjONAAUQqQewnIUGGVPZAqz/ZQPUWCUE2D+FAMzYjQewj5kBSdexAb2MDQcOp0EAriOxA88TMQGrJ/EBx19ZArAoBQRSC2ECsY81A4YrbQE2d80CtbcVAuH/XQIo690AtONlABTLwQHfM2ECofPpANAfqQLsH5kAtePJALYwUQZKv/EBbkelAlY7ZQKMj5kAOJ+5ABUD1P8cc2EAU5vFAJlDZQIdLJ0F/Z/1AQAPOQE+28kBGidNADovYQBwp2UCPcNhA+KPuQOGq30DxItdAFq7WQORO1kDa3uZAgA/YQHqn2ECnn99A9OPbQFuo9kCh5thANrnZQIY52UD3mNxAGZjaQCa+10DqL9lAP1vbQBO82kD9/tVAjOLZQKiW1EBbq9lASUHZQJC52kCao9dASY/VQCv32UAoTtdA5hfaQCR31UCE6dhAIlzZQIOR2UBfitlAX1bZQLsW2EB8adlAXBjaQC9G2UD4StlA5F7ZQKZG2UAkptlA1AnZQIsZ2EBiUtlAoUnZQIsJ2UCzLtlAEh7ZQJlO2EA=\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[10739]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[21187]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[10448]},\"y\":{\"__ndarray__\":\"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       "    var render_items = [{\"docid\":\"2b074f98-d1a3-45a2-a864-245df18d0d0e\",\"root_ids\":[\"1139\"],\"roots\":{\"1139\":\"b4101e4f-214f-4130-a1ae-097b05f958bd\"}}];\n",
       "    root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "    for (const render_item of render_items) {\n",
       "      for (const root_id of render_item.root_ids) {\n",
       "\tconst id_el = document.getElementById(root_id)\n",
       "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n",
       "\t  const root_el = id_el.children[0]\n",
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       "\t}\n",
       "      }\n",
       "    }\n",
       "  }\n",
       "  if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else if (document.readyState == \"complete\") {\n",
       "        attempts++;\n",
       "        if (attempts > 200) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 25, root)\n",
       "  }\n",
       "})(window);</script>"
      ],
      "text/plain": [
       "Column\n",
       "    [0] Markdown(str)\n",
       "    [1] Row\n",
       "        [0] Column\n",
       "            [0] Bokeh(Figure)\n",
       "        [1] Column\n",
       "            [0] Row\n",
       "                [0] Bokeh(Figure)\n",
       "                [1] Bokeh(Figure)"
      ]
     },
     "execution_count": 11,
     "metadata": {
      "application/vnd.holoviews_exec.v0+json": {
       "id": "1139"
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ms_data.tl.neighbors(scope=slice_generator[:], mode='integrate', pca_res_key='pca_integrated', n_pcs=50, res_key='neighbors_integrated')\n",
    "ms_data.tl.umap(scope=slice_generator[:], mode='integrate', pca_res_key='pca_integrated', neighbors_res_key='neighbors_integrated', res_key='umap_integrated')\n",
    "ms_data.plt.batches_umap(scope=slice_generator[:], mode='integrate', res_key='umap_integrated')"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "5a73935e",
   "metadata": {},
   "source": [
    "### Clustering"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "adbdfab1-3bc7-40bc-bddd-fdeb57a0a310",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:16:12.949434Z",
     "start_time": "2023-02-13T09:16:08.475454Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:07:07.209208Z",
     "iopub.status.busy": "2024-05-08T08:07:07.208676Z",
     "iopub.status.idle": "2024-05-08T08:07:13.886230Z",
     "shell.execute_reply": "2024-05-08T08:07:13.883936Z",
     "shell.execute_reply.started": "2024-05-08T08:07:07.209187Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2024-05-08 04:07:07][Stereo][244929][MainThread][140462125991744][ms_pipeline][173][INFO]: data_obj(idx=0) in ms_data start to run leiden\n",
      "[2024-05-08 04:07:07][Stereo][244929][MainThread][140462125991744][st_pipeline][41][INFO]: start to run leiden...\n",
      "[2024-05-08 04:07:13][Stereo][244929][MainThread][140462125991744][pipeline_utils][27][INFO]: Can not find raw data, the data which may have been normalized will be used.\n",
      "[2024-05-08 04:07:13][Stereo][244929][MainThread][140462125991744][st_pipeline][44][INFO]: leiden end, consume time 6.6618s.\n"
     ]
    }
   ],
   "source": [
    "ms_data.tl.leiden(scope=slice_generator[:], mode='integrate', neighbors_res_key='neighbors_integrated', res_key='leiden')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "f727406e-dafa-45e3-b5a2-f782ad9ce699",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:16:12.949434Z",
     "start_time": "2023-02-13T09:16:08.475454Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:07:13.890515Z",
     "iopub.status.busy": "2024-05-08T08:07:13.889707Z",
     "iopub.status.idle": "2024-05-08T08:07:14.862849Z",
     "shell.execute_reply": "2024-05-08T08:07:14.862010Z",
     "shell.execute_reply.started": "2024-05-08T08:07:13.890434Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2024-05-08 04:07:13][Stereo][244929][MainThread][140462125991744][ms_pipeline][173][INFO]: data_obj(idx=0) in ms_data start to run cluster_scatter\n"
     ]
    },
    {
     "data": {},
     "metadata": {},
     "output_type": "display_data"
    },
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",
      "text/plain": [
       "<Figure size 700x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ms_data.plt.cluster_scatter(scope=slice_generator[:], mode='integrate', res_key='leiden', reorganize_coordinate=2)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "d0e3e8a5",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T08:58:54.162368Z",
     "start_time": "2023-02-13T08:58:54.155388Z"
    }
   },
   "source": [
    "<div class=\"alert alert-info\">\n",
    "\n",
    "**Note**\n",
    "\n",
    "The following part will intentionally show you the significant difference between results of after integrating and without itegrating.\n",
    "\n",
    "</div>"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "9baf8832",
   "metadata": {},
   "source": [
    "## Without integration"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "ac37c524",
   "metadata": {},
   "source": [
    "Compare the UMAP result with before for inspecting the effect of integration."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "f9a986d0",
   "metadata": {},
   "source": [
    "### Embedding"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "019f3d48",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:16:30.538765Z",
     "start_time": "2023-02-13T09:16:12.951411Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:07:14.864305Z",
     "iopub.status.busy": "2024-05-08T08:07:14.864094Z",
     "iopub.status.idle": "2024-05-08T08:07:33.077660Z",
     "shell.execute_reply": "2024-05-08T08:07:33.076593Z",
     "shell.execute_reply.started": "2024-05-08T08:07:14.864287Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2024-05-08 04:07:14][Stereo][244929][MainThread][140462125991744][ms_pipeline][173][INFO]: data_obj(idx=0) in ms_data start to run neighbors\n",
      "[2024-05-08 04:07:14][Stereo][244929][MainThread][140462125991744][st_pipeline][41][INFO]: start to run neighbors...\n",
      "[2024-05-08 04:07:16][Stereo][244929][MainThread][140462125991744][st_pipeline][44][INFO]: neighbors end, consume time 2.0416s.\n",
      "[2024-05-08 04:07:16][Stereo][244929][MainThread][140462125991744][ms_pipeline][173][INFO]: data_obj(idx=0) in ms_data start to run umap\n",
      "[2024-05-08 04:07:16][Stereo][244929][MainThread][140462125991744][st_pipeline][41][INFO]: start to run umap...\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\tcompleted  0  /  200 epochs\n",
      "\tcompleted  20  /  200 epochs\n",
      "\tcompleted  40  /  200 epochs\n",
      "\tcompleted  60  /  200 epochs\n",
      "\tcompleted  80  /  200 epochs\n",
      "\tcompleted  100  /  200 epochs\n",
      "\tcompleted  120  /  200 epochs\n",
      "\tcompleted  140  /  200 epochs\n",
      "\tcompleted  160  /  200 epochs\n",
      "\tcompleted  180  /  200 epochs\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2024-05-08 04:07:32][Stereo][244929][MainThread][140462125991744][st_pipeline][44][INFO]: umap end, consume time 15.7857s.\n",
      "[2024-05-08 04:07:32][Stereo][244929][MainThread][140462125991744][ms_pipeline][173][INFO]: data_obj(idx=0) in ms_data start to run batches_umap\n"
     ]
    },
    {
     "data": {},
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.holoviews_exec.v0+json": "",
      "text/html": [
       "<div id='1542'>\n",
       "  <div class=\"bk-root\" id=\"4aba5684-4485-407a-811e-69764155dba2\" data-root-id=\"1542\"></div>\n",
       "</div>\n",
       "<script type=\"application/javascript\">(function(root) {\n",
       "  function embed_document(root) {\n",
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\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[21187]},\"y\":{\"__ndarray__\":\"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\",\"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\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[10739]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float32\",\"order\":\"little\",\"shape\":[10739]}},\"selected\":{\"id\":\"1489\"},\"selection_policy\":{\"id\":\"1573\"}},\"id\":\"1488\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1536\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_color\":{\"field\":\"color\",\"transform\":{\"id\":\"1448\"}},\"hatch_color\":{\"field\":\"color\",\"transform\":{\"id\":\"1448\"}},\"line_color\":{\"field\":\"color\",\"transform\":{\"id\":\"1448\"}},\"size\":{\"value\":1},\"tags\":[\"apply_ranges\"],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1452\",\"type\":\"Scatter\"},{\"attributes\":{\"angle\":{\"value\":0.0},\"fill_alpha\":{\"value\":1.0},\"fill_color\":{\"value\":\"#E41A1C\"},\"hatch_alpha\":{\"value\":1.0},\"hatch_color\":{\"value\":\"#E41A1C\"},\"hatch_scale\":{\"value\":12.0},\"hatch_weight\":{\"value\":1.0},\"line_alpha\":{\"value\":1.0},\"line_cap\":{\"value\":\"butt\"},\"line_color\":{\"value\":\"#E41A1C\"},\"line_dash\":{\"value\":[]},\"line_dash_offset\":{\"value\":0},\"line_join\":{\"value\":\"bevel\"},\"line_width\":{\"value\":1},\"marker\":{\"value\":\"circle\"},\"size\":{\"value\":0.3333333333333333},\"tags\":[\"apply_ranges\"],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1496\",\"type\":\"Scatter\"},{\"attributes\":{},\"id\":\"1515\",\"type\":\"LinearScale\"},{\"attributes\":{\"end\":12.9021427154541,\"reset_end\":12.9021427154541,\"reset_start\":-10.03440589904785,\"start\":-10.03440589904785,\"tags\":[[[\"x\",\"x\",null]],[]]},\"id\":\"1466\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"1539\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1527\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1526\"}},\"id\":\"1533\",\"type\":\"CDSView\"},{\"attributes\":{\"children\":[{\"id\":\"1543\"},{\"id\":\"1544\"}],\"margin\":[0,0,0,0],\"name\":\"Column01564\"},\"id\":\"1542\",\"type\":\"Column\"},{\"attributes\":{\"fill_color\":{\"field\":\"color\",\"transform\":{\"id\":\"1448\"}},\"hatch_color\":{\"field\":\"color\",\"transform\":{\"id\":\"1448\"}},\"line_color\":{\"field\":\"color\",\"transform\":{\"id\":\"1448\"}},\"size\":{\"value\":1},\"tags\":[\"apply_ranges\"],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1455\",\"type\":\"Scatter\"},{\"attributes\":{\"source\":{\"id\":\"1449\"}},\"id\":\"1458\",\"type\":\"CDSView\"},{\"attributes\":{\"below\":[{\"id\":\"1517\"}],\"center\":[{\"id\":\"1520\"},{\"id\":\"1524\"}],\"height\":200,\"left\":[{\"id\":\"1521\"}],\"margin\":null,\"min_border_bottom\":10,\"min_border_left\":10,\"min_border_right\":10,\"min_border_top\":10,\"output_backend\":\"webgl\",\"renderers\":[{\"id\":\"1532\"}],\"sizing_mode\":\"fixed\",\"title\":{\"id\":\"1541\"},\"toolbar\":{\"id\":\"1525\"},\"toolbar_location\":null,\"width\":200,\"x_range\":{\"id\":\"1504\"},\"x_scale\":{\"id\":\"1515\"},\"y_range\":{\"id\":\"1505\"},\"y_scale\":{\"id\":\"1516\"}},\"id\":\"1508\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"field\":\"color\",\"transform\":{\"id\":\"1448\"}},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"field\":\"color\",\"transform\":{\"id\":\"1448\"}},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"field\":\"color\",\"transform\":{\"id\":\"1448\"}},\"size\":{\"value\":1},\"tags\":[\"apply_ranges\"],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1453\",\"type\":\"Scatter\"},{\"attributes\":{},\"id\":\"1498\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1444\",\"type\":\"BasicTicker\"},{\"attributes\":{\"fill_color\":{\"field\":\"color\",\"transform\":{\"id\":\"1448\"}},\"hatch_color\":{\"field\":\"color\",\"transform\":{\"id\":\"1448\"}},\"line_color\":{\"field\":\"color\",\"transform\":{\"id\":\"1448\"}},\"size\":{\"value\":1},\"tags\":[\"apply_ranges\"],\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1454\",\"type\":\"Scatter\"},{\"attributes\":{},\"id\":\"1516\",\"type\":\"LinearScale\"},{\"attributes\":{\"end\":-7.174106693267822,\"reset_end\":-7.174106693267822,\"reset_start\":18.963816261291505,\"start\":18.963816261291505,\"tags\":[[[\"y\",\"y\",null]],{\"autorange\":false,\"invert_yaxis\":true}]},\"id\":\"1427\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"1489\",\"type\":\"Selection\"},{\"attributes\":{\"axis_label\":\"x\",\"coordinates\":null,\"formatter\":{\"id\":\"1536\"},\"group\":null,\"major_label_policy\":{\"id\":\"1537\"},\"ticker\":{\"id\":\"1518\"},\"visible\":false},\"id\":\"1517\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1499\",\"type\":\"AllLabels\"}],\"root_ids\":[\"1542\",\"1683\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
       "    var render_items = [{\"docid\":\"5eda103a-f26d-434c-9b33-a18188bcface\",\"root_ids\":[\"1542\"],\"roots\":{\"1542\":\"4aba5684-4485-407a-811e-69764155dba2\"}}];\n",
       "    root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "    for (const render_item of render_items) {\n",
       "      for (const root_id of render_item.root_ids) {\n",
       "\tconst id_el = document.getElementById(root_id)\n",
       "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n",
       "\t  const root_el = id_el.children[0]\n",
       "\t  root_el.id = root_el.id + '-rendered'\n",
       "\t}\n",
       "      }\n",
       "    }\n",
       "  }\n",
       "  if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else if (document.readyState == \"complete\") {\n",
       "        attempts++;\n",
       "        if (attempts > 200) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 25, root)\n",
       "  }\n",
       "})(window);</script>"
      ],
      "text/plain": [
       "Column\n",
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       "    [1] Row\n",
       "        [0] Column\n",
       "            [0] Bokeh(Figure)\n",
       "        [1] Column\n",
       "            [0] Row\n",
       "                [0] Bokeh(Figure)\n",
       "                [1] Bokeh(Figure)"
      ]
     },
     "execution_count": 14,
     "metadata": {
      "application/vnd.holoviews_exec.v0+json": {
       "id": "1542"
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ms_data.tl.neighbors(scope=slice_generator[:], mode='integrate', pca_res_key='pca', n_pcs=50, res_key='neighbors', n_jobs=-1)\n",
    "ms_data.tl.umap(scope=slice_generator[:], mode='integrate', pca_res_key='pca', neighbors_res_key='neighbors', res_key='umap')\n",
    "ms_data.plt.batches_umap(scope=slice_generator[:], mode='integrate', res_key='umap')"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "748f91ec",
   "metadata": {},
   "source": [
    "Datasets of two batches are distributed differently on UMAP space, which can be separated from each other obviously."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "328ecb28",
   "metadata": {},
   "source": [
    "### Clustering"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "1f03e4b8",
   "metadata": {},
   "source": [
    "We can also perform a clustering for a further comparation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "0c813673",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:16:32.938659Z",
     "start_time": "2023-02-13T09:16:30.541200Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:07:33.079010Z",
     "iopub.status.busy": "2024-05-08T08:07:33.078810Z",
     "iopub.status.idle": "2024-05-08T08:07:42.543281Z",
     "shell.execute_reply": "2024-05-08T08:07:42.542397Z",
     "shell.execute_reply.started": "2024-05-08T08:07:33.078992Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2024-05-08 04:07:33][Stereo][244929][MainThread][140462125991744][ms_pipeline][173][INFO]: data_obj(idx=0) in ms_data start to run leiden\n",
      "[2024-05-08 04:07:33][Stereo][244929][MainThread][140462125991744][st_pipeline][41][INFO]: start to run leiden...\n",
      "[2024-05-08 04:07:42][Stereo][244929][MainThread][140462125991744][pipeline_utils][27][INFO]: Can not find raw data, the data which may have been normalized will be used.\n",
      "[2024-05-08 04:07:42][Stereo][244929][MainThread][140462125991744][st_pipeline][44][INFO]: leiden end, consume time 9.4558s.\n"
     ]
    }
   ],
   "source": [
    "ms_data.tl.leiden(scope=slice_generator[:], mode='integrate', neighbors_res_key='neighbors', res_key='leiden')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "a86b1ef5",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-02-13T09:16:33.959934Z",
     "start_time": "2023-02-13T09:16:32.941924Z"
    },
    "execution": {
     "iopub.execute_input": "2024-05-08T08:07:42.544801Z",
     "iopub.status.busy": "2024-05-08T08:07:42.544567Z",
     "iopub.status.idle": "2024-05-08T08:07:43.594370Z",
     "shell.execute_reply": "2024-05-08T08:07:43.593591Z",
     "shell.execute_reply.started": "2024-05-08T08:07:42.544779Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[2024-05-08 04:07:42][Stereo][244929][MainThread][140462125991744][ms_pipeline][173][INFO]: data_obj(idx=0) in ms_data start to run cluster_scatter\n"
     ]
    },
    {
     "data": {},
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.holoviews_exec.v0+json": "",
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       "    root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "    for (const render_item of render_items) {\n",
       "      for (const root_id of render_item.root_ids) {\n",
       "\tconst id_el = document.getElementById(root_id)\n",
       "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n",
       "\t  const root_el = id_el.children[0]\n",
       "\t  root_el.id = root_el.id + '-rendered'\n",
       "\t}\n",
       "      }\n",
       "    }\n",
       "  }\n",
       "  if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
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       "        attempts++;\n",
       "        if (attempts > 200) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
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      ]
     },
     "execution_count": 16,
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     "output_type": "execute_result"
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      "text/plain": [
       "<Figure size 700x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ms_data.plt.cluster_scatter(scope=slice_generator[:], mode='integrate', res_key='leiden', reorganize_coordinate=2)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "stereopy",
   "language": "python",
   "name": "stereopy"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.19"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
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