graph-in-pandana.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Test effectiveness of using pandana for routing on network\n",
    "\n",
    "To do:\n",
    "\n",
    "- Generate network on pandana from OSM data in DB\n",
    "- Get set of OD pairs and route them\n",
    "- Compare routing on usual network using networkx to pandana results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import psycopg2\n",
    "import pyproj\n",
    "import geopandas as gpd\n",
    "import pandas as pd\n",
    "import random\n",
    "from shapely.geometry import box, Point\n",
    "from shapely import wkt\n",
    "from functools import partial\n",
    "from shapely.ops import transform\n",
    "from shapely.ops import split\n",
    "import ast\n",
    "from shapely import to_geojson\n",
    "from geojson_length import calculate_distance, Unit\n",
    "import networkx as nx\n",
    "from itertools import product\n",
    "import heapq\n",
    "from sortedcontainers import SortedDict\n",
    "import matplotlib.pyplot as plt\n",
    "from pyproj import Geod\n",
    "import pandana as pna"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "bbx_expansion = 0.5\n",
    "\n",
    "#Below function from ChatGPT\n",
    "#Get expanded network - method 1 km buffer\n",
    "def expand_bbox(original_bbox, expansion_distance_km=5):\n",
    "    # Create a Shapely geometry object for the original bounding box\n",
    "    original_geometry = box(*original_bbox)\n",
    "    # Define a function to project the geometry to a new coordinate reference system\n",
    "    project = partial(\n",
    "        pyproj.transform,\n",
    "        pyproj.Proj(init='epsg:4326'),  # WGS 84 coordinate reference system\n",
    "        pyproj.Proj(proj='utm', zone=33, ellps='WGS84')  # Example: UTM Zone 33\n",
    "    )\n",
    "    # Project the original geometry to the new coordinate reference system\n",
    "    projected_geometry = transform(project, original_geometry)\n",
    "    # Calculate the expansion distance in the projected coordinate system\n",
    "    expansion_distance_meters = expansion_distance_km * 1000\n",
    "    # Expand the geometry by the specified distance\n",
    "    expanded_geometry = projected_geometry.buffer(expansion_distance_meters)\n",
    "    # Project the expanded geometry back to the original coordinate reference system\n",
    "    expanded_geometry = transform(partial(pyproj.transform, pyproj.Proj(proj='utm', zone=33, ellps='WGS84'), pyproj.Proj(init='epsg:4326')), expanded_geometry)\n",
    "    # Get the coordinates of the expanded bounding box\n",
    "    expanded_bbox = expanded_geometry.bounds\n",
    "    return expanded_bbox, expanded_geometry\n",
    "\n",
    "def create_bounding_box(geometry1, geometry2):\n",
    "\n",
    "    # Calculate the union of all polygons in each multipolygon\n",
    "    union_geometry1 = geometry1.convex_hull\n",
    "    union_geometry2 = geometry2.convex_hull\n",
    "    # Calculate the union of the convex hulls of the two multipolygons\n",
    "    union_geometry = union_geometry1.union(union_geometry2)\n",
    "    # Get the bounding box of the union geometry\n",
    "    bounding_box = union_geometry.bounds\n",
    "    return bounding_box\n",
    "\n",
    "def get_edges_from_geom(geom, con, project, table):\n",
    "    \n",
    "    # Define your query with a placeholder for the polygon WKT\n",
    "    query = \"\"\"\n",
    "    SELECT r.*, ST_AsText(r.geometry) as geom_str\n",
    "    FROM import.{} as r\n",
    "    WHERE ST_Intersects(r.geometry, ST_GeomFromText(%s, 3857));\n",
    "    \"\"\".format(table)\n",
    "    \n",
    "    # Execute the query\n",
    "    with con.cursor() as cursor:\n",
    "        cursor.execute(query, (transform(project.transform, geom).wkt,))\n",
    "        results = cursor.fetchall()\n",
    "        # Get column names\n",
    "        colnames = [desc[0] for desc in cursor.description]\n",
    "        \n",
    "    # Convert results to a DataFrame\n",
    "    expanded_edges = pd.DataFrame(results, columns=colnames)\n",
    "    \n",
    "    # Convert the geometry column to Shapely geometries\n",
    "    expanded_edges['geometry'] = expanded_edges['geom_str'].apply(wkt.loads)\n",
    "    \n",
    "    # Return as a GeoDataFrame\n",
    "    return gpd.GeoDataFrame(expanded_edges, geometry='geometry').set_crs(3857).to_crs(4326)\n",
    "\n",
    "def get_dist_metres(line):\n",
    "    new_dict = {}\n",
    "    new_dict['geometry'] = ast.literal_eval(to_geojson(line))\n",
    "    return calculate_distance(new_dict, Unit.meters)\n",
    "\n",
    "def create_graph(osm_edges):\n",
    "\n",
    "    #Node Tracking\n",
    "    seen_coords = set()\n",
    "    junctions = set()\n",
    "    coords_to_edges = {}\n",
    "    coords_ids = {}\n",
    "    c_id = 0\n",
    "\n",
    "    #Edge Tracking\n",
    "    edges_dict = {}\n",
    "    edge_id = 0\n",
    "\n",
    "    count_its = 0\n",
    "\n",
    "\n",
    "    for i,r in osm_edges.iterrows():\n",
    "        #Get geom points\n",
    "        #Get length of geom\n",
    "        count_its += 1\n",
    "        \n",
    "        edge_coords = list(r['geometry'].coords)\n",
    "        num_geoms = len(edge_coords)\n",
    "        \n",
    "        u = edge_coords[0]\n",
    "        remaining_length = r['length']\n",
    "        remaining_geom = r['geometry']\n",
    "        edge_index = 1\n",
    "        \n",
    "        for coord in edge_coords:    \n",
    "            dist_to_start = edge_index - 1\n",
    "            dist_to_end = num_geoms - edge_index\n",
    "            num_coords_in_geom = edge_coords.count(coord)\n",
    "            \n",
    "            #If coord is an existing junction in system\n",
    "            if coord in junctions:\n",
    "                \n",
    "                #Check if junction along current edge\n",
    "                if (dist_to_start > 0) & (dist_to_end > 0) & (num_coords_in_geom == 1):\n",
    "                    #Split edge\n",
    "                    split_geom = split(remaining_geom,Point(coord))\n",
    "                    geom0_prop = get_dist_metres(split_geom.geoms[0]) / (get_dist_metres(split_geom.geoms[0]) + get_dist_metres(split_geom.geoms[1]))\n",
    "                    geom1_prop = get_dist_metres(split_geom.geoms[1]) / (get_dist_metres(split_geom.geoms[0]) + get_dist_metres(split_geom.geoms[1]))\n",
    "                    length_geom0 = geom0_prop * remaining_length\n",
    "                    length_geom1 = geom1_prop * remaining_length\n",
    "                \n",
    "                    #Add first part of edge to edges\n",
    "                    v = coord\n",
    "                    edge_features = {}\n",
    "                    edge_features['source'] = coords_ids[u]\n",
    "                    edge_features['destination'] = coords_ids[v]\n",
    "                    edge_features['length'] = length_geom0\n",
    "                    edge_features['oneway'] = r['oneway']\n",
    "                    edge_features['lts'] = r['lts']\n",
    "                    edge_features['geometry'] = split_geom.geoms[0]\n",
    "                    edges_dict[edge_id] = edge_features\n",
    "                    edge_id = max(edges_dict.keys()) + 1\n",
    "                    \n",
    "                    #Update tracking matrices for remaining part of edge\n",
    "                    u = v\n",
    "                    remaining_length = length_geom1\n",
    "                    remaining_geom = split_geom.geoms[1]\n",
    "                \n",
    "            #First time seeing a repeated coord which is not in self same edge - class this as a junction  \n",
    "            elif (coord in seen_coords) & (num_coords_in_geom == 1):\n",
    "                \n",
    "                #Add node to junctions\n",
    "                junctions.add(coord)\n",
    "                \n",
    "                #Check if intersection\n",
    "                if (dist_to_start > 0) & (dist_to_end > 0):\n",
    "                    #Split edge\n",
    "                    split_geom = split(remaining_geom,Point(coord))\n",
    "                    geom0_prop = get_dist_metres(split_geom.geoms[0]) / (get_dist_metres(split_geom.geoms[0]) + get_dist_metres(split_geom.geoms[1]))\n",
    "                    geom1_prop = get_dist_metres(split_geom.geoms[1]) / (get_dist_metres(split_geom.geoms[0]) + get_dist_metres(split_geom.geoms[1]))\n",
    "                    length_geom0 = geom0_prop * remaining_length\n",
    "                    length_geom1 = geom1_prop * remaining_length\n",
    "                        \n",
    "                    v = coord\n",
    "                    edge_features = {}\n",
    "                    edge_features['source'] = coords_ids[u]\n",
    "                    edge_features['destination'] = coords_ids[v]\n",
    "                    edge_features['length'] = length_geom0\n",
    "                    edge_features['oneway'] = r['oneway']\n",
    "                    edge_features['lts'] = r['lts']\n",
    "                    edge_features['geometry'] = split_geom.geoms[0]\n",
    "                    edges_dict[edge_id] = edge_features\n",
    "                    edge_id = max(edges_dict.keys()) + 1\n",
    "                    \n",
    "                    #Update tracking matrices for remaining part of edge\n",
    "                    u = v\n",
    "                    remaining_length = length_geom1\n",
    "                    remaining_geom = split_geom.geoms[1]\n",
    "                \n",
    "                \n",
    "                #Retrieve original edge and split if junction\n",
    "                original_edge_id = coords_to_edges[coord]\n",
    "                original_edge_dict = edges_dict[original_edge_id]\n",
    "                geom_to_split_coords = list(original_edge_dict['geometry'].coords)\n",
    "                coord_from_start = geom_to_split_coords.index(coord)\n",
    "                coord_from_end = len(geom_to_split_coords) - geom_to_split_coords.index(coord) - 1\n",
    "                num_coords_in_geom_temp = geom_to_split_coords.count(coord)\n",
    "            \n",
    "                if (coord_from_start > 0) & (coord_from_end > 0) & (num_coords_in_geom_temp == 1):\n",
    "                    \n",
    "                    split_geom = split(original_edge_dict['geometry'],Point(coord))\n",
    "                    geom0_prop = get_dist_metres(split_geom.geoms[0]) / (get_dist_metres(split_geom.geoms[0]) + get_dist_metres(split_geom.geoms[1]))\n",
    "                    geom1_prop = get_dist_metres(split_geom.geoms[1]) / (get_dist_metres(split_geom.geoms[0]) + get_dist_metres(split_geom.geoms[1]))\n",
    "                    length_geom0 = geom0_prop * original_edge_dict['length']\n",
    "                    length_geom1 = geom1_prop * original_edge_dict['length']\n",
    "                    \n",
    "                    temp_id1 = max(edges_dict.keys()) + 2\n",
    "                    temp_id2 = max(edges_dict.keys()) + 3\n",
    "                    \n",
    "                    #Add edge 1\n",
    "                    u_temp = geom_to_split_coords[0]\n",
    "                    v_temp = coord                    \n",
    "                    edge_features = {}\n",
    "                    edge_features['source'] = coords_ids[u_temp]\n",
    "                    edge_features['destination'] = coords_ids[v_temp]\n",
    "                    edge_features['length'] = length_geom0\n",
    "                    edge_features['oneway'] = r['oneway']\n",
    "                    edge_features['lts'] = r['lts']\n",
    "                    edge_features['geometry'] = split_geom.geoms[0]\n",
    "                    edges_dict[temp_id1] = edge_features\n",
    "                    \n",
    "                    #Update coord references in geom\n",
    "                    for c in list(split_geom.geoms[0].coords):\n",
    "                        coords_to_edges[c] = temp_id1\n",
    "                    \n",
    "                    \n",
    "                    \n",
    "                    #Add edge 2\n",
    "                    u_temp = coord\n",
    "                    v_temp = geom_to_split_coords[-1]\n",
    "                    edge_features = {}\n",
    "                    edge_features['source'] = coords_ids[u_temp]\n",
    "                    edge_features['destination'] = coords_ids[v_temp]\n",
    "                    edge_features['length'] = length_geom1\n",
    "                    edge_features['oneway'] = r['oneway']\n",
    "                    edge_features['lts'] = r['lts']\n",
    "                    edge_features['geometry'] = split_geom.geoms[1]\n",
    "                    edges_dict[temp_id2] = edge_features\n",
    "\n",
    "                    #Update coord references in geom\n",
    "                    \n",
    "                    for c in list(split_geom.geoms[1].coords):\n",
    "                        coords_to_edges[c] = temp_id2\n",
    "                    \n",
    "                    #Delete original edge\n",
    "                    del edges_dict[original_edge_id]\n",
    "\n",
    "            else:\n",
    "                seen_coords.add(coord)\n",
    "                coords_to_edges[coord] = edge_id\n",
    "                coords_ids[coord] = c_id\n",
    "                c_id += 1\n",
    "            \n",
    "            edge_index += 1\n",
    "        \n",
    "        #Add remaining edge   \n",
    "        v = coord\n",
    "        edge_features = {}\n",
    "        edge_features['source'] = coords_ids[u]\n",
    "        edge_features['destination'] = coords_ids[v]\n",
    "        edge_features['length'] = remaining_length\n",
    "        edge_features['oneway'] = r['oneway']\n",
    "        edge_features['lts'] = r['lts']\n",
    "        edge_features['geometry'] = remaining_geom\n",
    "        edges_dict[edge_id] = edge_features\n",
    "        edge_id = max(edges_dict.keys()) + 1\n",
    "        \n",
    "    # Construct network\n",
    "\n",
    "    all_edges = pd.DataFrame(edges_dict).T\n",
    "\n",
    "    # Initialize an empty directed graph\n",
    "    G = nx.DiGraph()\n",
    "\n",
    "    # Iterate over the rows of the DataFrame and add edges to the graph\n",
    "    for index, row in all_edges.iterrows():\n",
    "        G.add_node(row['source'], pos=(row['geometry'].coords[0]))\n",
    "        G.add_node(row['destination'], pos=(row['geometry'].coords[-1]))\n",
    "        G.add_edge(row['source'], row['destination'], length=row['length'], lts = row['lts'])\n",
    "        # If the edge is not one-way, add the reverse edge too\n",
    "        if row['oneway'] == 0:\n",
    "            G.add_edge(row['destination'], row['source'], length=row['length'], lts = row['lts'])\n",
    "    \n",
    "\n",
    "    # Extract nodes with their coordinates\n",
    "    nodes_data = {\n",
    "        'node': [],\n",
    "        'latitude': [],\n",
    "        'longitude': []\n",
    "    }\n",
    "\n",
    "    for node, data in G.nodes(data=True):\n",
    "        nodes_data['node'].append(node)\n",
    "        nodes_data['latitude'].append(data['pos'][0])\n",
    "        nodes_data['longitude'].append(data['pos'][1])\n",
    "\n",
    "    \n",
    "    return G,pd.DataFrame(nodes_data),all_edges\n",
    "\n",
    "def sample_data(data, min_sample, rate=0.1):\n",
    "    \"\"\"\n",
    "    Samples data from the input set based on a variable sampling rate.\n",
    "    \n",
    "    Parameters:\n",
    "    data (list): The input dataset.\n",
    "    rate (float): The sampling rate for datasets larger than 10.\n",
    "    \n",
    "    Returns:\n",
    "    list: The sampled data.\n",
    "    \"\"\"\n",
    "    set_size = len(data)\n",
    "    \n",
    "    if set_size <= min_sample:\n",
    "        # If the set size is 10 or less, return the entire set\n",
    "        return data\n",
    "    else:\n",
    "        # Calculate the sample size\n",
    "        sample_size = max(min_sample, int(set_size * rate))\n",
    "        \n",
    "        # Sample the data\n",
    "        sampled_data = random.sample(data, sample_size)\n",
    "        return sampled_data\n",
    "    \n",
    "def mean_of_list(lst):\n",
    "    return sum(lst)/len(lst)\n",
    "\n",
    "def sample_dataframe(df, min_samples ,rate=0.1):\n",
    "    \"\"\"\n",
    "    Samples rows from the input DataFrame based on a variable sampling rate.\n",
    "    \n",
    "    Parameters:\n",
    "    df (pd.DataFrame): The input DataFrame.\n",
    "    rate (float): The sampling rate for DataFrames with more than 10 rows.\n",
    "    \n",
    "    Returns:\n",
    "    pd.DataFrame: The sampled DataFrame.\n",
    "    \"\"\"\n",
    "    num_rows = len(df)\n",
    "    \n",
    "    if num_rows <= min_samples:\n",
    "        # If the number of rows is 10 or less, return the entire DataFrame\n",
    "        return df\n",
    "    else:\n",
    "        # Calculate the sample size\n",
    "        sample_size = max(min_samples, int(num_rows * rate))\n",
    "        \n",
    "        # Sample the DataFrame\n",
    "        sampled_df = df.sample(n=sample_size, random_state=1)\n",
    "        return sampled_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/chris/miniconda3/envs/ate/lib/python3.10/site-packages/pyproj/crs/crs.py:141: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n",
      "  in_crs_string = _prepare_from_proj_string(in_crs_string)\n",
      "/home/chris/miniconda3/envs/ate/lib/python3.10/site-packages/pyproj/crs/crs.py:141: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n",
      "  in_crs_string = _prepare_from_proj_string(in_crs_string)\n",
      "/home/chris/miniconda3/envs/ate/lib/python3.10/site-packages/pyproj/crs/crs.py:141: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n",
      "  in_crs_string = _prepare_from_proj_string(in_crs_string)\n",
      "/home/chris/miniconda3/envs/ate/lib/python3.10/site-packages/pyproj/crs/crs.py:141: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n",
      "  in_crs_string = _prepare_from_proj_string(in_crs_string)\n"
     ]
    }
   ],
   "source": [
    "con = psycopg2.connect(database=\"ukrn\", user=\"chris\", password=\"NcFc2009P\", host=\"/var/run/postgresql/\")\n",
    "project = pyproj.Transformer.from_proj(pyproj.Proj(init='epsg:4326'),pyproj.Proj(init='epsg:3857'))\n",
    "project_reverse = pyproj.Transformer.from_proj(pyproj.Proj(init='epsg:3857'),pyproj.Proj(init='epsg:4326'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_443524/2646690991.py:12: DtypeWarning: Columns (9) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  lookup = pd.read_csv('data/PCD11_OA11_LSOA11_MSOA11_LAD11_EW_LU_aligned_v2.csv')\n"
     ]
    }
   ],
   "source": [
    "# Import MSOA lookup\n",
    "msoas = gpd.read_file('data/MSOA_EngWal_Dec_2011_Generalised_ClippedEW_0/Middle_Layer_Super_Output_Areas_December_2011_Generalised_Clipped_Boundaries_in_England_and_Wales.shp').to_crs(4326).set_index('msoa11cd')\n",
    "\n",
    "# Import MSOA 2011 OD data\n",
    "od_data = pd.read_parquet('data/od_2011.parquet')\n",
    "\n",
    "#Import LSOAs\n",
    "lsoas = gpd.read_file('data/LSOA_2011_Boundaries_Super_Generalised_Clipped_BSC_EW_V4_6029841263726194941.gpkg').to_crs(4326)\n",
    "lsoas = pd.concat([lsoas, lsoas.bounds], axis=1)\n",
    "\n",
    "#Import lsoa to msoa look up\n",
    "lookup = pd.read_csv('data/PCD11_OA11_LSOA11_MSOA11_LAD11_EW_LU_aligned_v2.csv')\n",
    "\n",
    "lsoas_ids = list(lsoas['LSOA11CD'])\n",
    "\n",
    "lsoas = lsoas.set_index('LSOA11CD')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Get OA Boundaries\n",
    "oas = gpd.read_file('data/Output_Areas_Dec_2011_Boundaries_EW_BGC_2022_3211360474256931029.geojson').to_crs(4326)\n",
    "\n",
    "oa_centroids = []\n",
    "for i,r in oas.iterrows():\n",
    "    oa_centroids.append(r['geometry'].centroid)\n",
    "    \n",
    "oas['centroid'] = oa_centroids\n",
    "\n",
    "oa_centroids = gpd.GeoDataFrame(oas[['OA11CD','centroid']], geometry='centroid')\n",
    "\n",
    "oa_centroids = oa_centroids.set_index('OA11CD')\n",
    "oas = oas.set_index('OA11CD')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "lsoa_id = random.sample(lsoas_ids, 1)[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/chris/miniconda3/envs/ate/lib/python3.10/site-packages/pyproj/crs/crs.py:141: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n",
      "  in_crs_string = _prepare_from_proj_string(in_crs_string)\n",
      "/home/chris/miniconda3/envs/ate/lib/python3.10/site-packages/shapely/ops.py:276: FutureWarning: This function is deprecated. See: https://pyproj4.github.io/pyproj/stable/gotchas.html#upgrading-to-pyproj-2-from-pyproj-1\n",
      "  shell = type(geom.exterior)(zip(*func(*zip(*geom.exterior.coords))))\n",
      "/home/chris/miniconda3/envs/ate/lib/python3.10/site-packages/pyproj/crs/crs.py:141: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n",
      "  in_crs_string = _prepare_from_proj_string(in_crs_string)\n",
      "/home/chris/miniconda3/envs/ate/lib/python3.10/site-packages/shapely/ops.py:276: FutureWarning: This function is deprecated. See: https://pyproj4.github.io/pyproj/stable/gotchas.html#upgrading-to-pyproj-2-from-pyproj-1\n",
      "  shell = type(geom.exterior)(zip(*func(*zip(*geom.exterior.coords))))\n",
      "/home/chris/miniconda3/envs/ate/lib/python3.10/site-packages/geopandas/io/sql.py:170: UserWarning: pandas only supports SQLAlchemy connectable (engine/connection) or database string URI or sqlite3 DBAPI2 connection. Other DBAPI2 objects are not tested. Please consider using SQLAlchemy.\n",
      "  df = pd.read_sql(\n",
      "/home/chris/miniconda3/envs/ate/lib/python3.10/site-packages/geopandas/io/sql.py:170: UserWarning: pandas only supports SQLAlchemy connectable (engine/connection) or database string URI or sqlite3 DBAPI2 connection. Other DBAPI2 objects are not tested. Please consider using SQLAlchemy.\n",
      "  df = pd.read_sql(\n"
     ]
    }
   ],
   "source": [
    "lsoa_info = lsoas.loc[lsoa_id]\n",
    "lsoa_lookup = lookup[lookup['LSOA11CD'] == lsoa_id][:1]\n",
    "\n",
    "features_append = {}\n",
    "features_append['lsoa'] = lsoa_id\n",
    "\n",
    "expanded_bbox, expanded_geometry = expand_bbox((lsoa_info['minx'], lsoa_info['miny'], lsoa_info['maxx'], lsoa_info['maxy']), expansion_distance_km=bbx_expansion)\n",
    "\n",
    "#OD Cycle to Work Network\n",
    "bike_ods = od_data[(od_data['geo_code1'] == lsoa_lookup['MSOA11CD'].values[0]) & (od_data['bicycle'] > 0)][['geo_code2','bicycle']].set_index('geo_code2')\n",
    "bike_ods['geometry'] = msoas['geometry']\n",
    "bike_ods = bike_ods.dropna()\n",
    "origin_geom = lsoa_info['geometry']\n",
    "destination_geom = msoas.loc[bike_ods['bicycle'].idxmax()]['geometry']\n",
    "bounding_box_coords = create_bounding_box(expanded_geometry, destination_geom)\n",
    "od_bbox = box(bounding_box_coords[0],bounding_box_coords[1],bounding_box_coords[2],bounding_box_coords[3])\n",
    "\n",
    "#Get 2016 networks\n",
    "sql = \"select r.* from import.rn2016_roads as r join lsoas.lsoas2011 as s ON ST_Intersects(r.geometry, s.shape) and s.lsoa11cd = '{}';\".format(lsoa_id)\n",
    "lsoa_edges_2016 = gpd.read_postgis(sql, con, geom_col = 'geometry').to_crs(4326)\n",
    "G_lsoa_2016, nodes_lsoa_2016, edges_lsoa_2016 = create_graph(lsoa_edges_2016)\n",
    "\n",
    "expanded_edges_2016 = get_edges_from_geom(expanded_geometry, con, project, 'rn2016_roads')\n",
    "G_expanded_2016, nodes_expanded_2016, edges_expanded_2016 = create_graph(expanded_edges_2016)\n",
    "\n",
    "od_edges_2016 = get_edges_from_geom(od_bbox, con, project, 'rn2016_roads')\n",
    "G_od_2016, nodes_od_2016, edges_od_2016 = create_graph(od_edges_2016)\n",
    "\n",
    "#Get 2021 networks\n",
    "sql = \"select r.* from import.rn2021_roads as r join lsoas.lsoas2011 as s ON ST_Intersects(r.geometry, s.shape) and s.lsoa11cd = '{}';\".format(lsoa_id)\n",
    "lsoa_edges_2021 = gpd.read_postgis(sql, con, geom_col = 'geometry').to_crs(4326)\n",
    "G_lsoa_2021, nodes_lsoa_2021, edges_lsoa_2021 = create_graph(lsoa_edges_2021)\n",
    "\n",
    "expanded_edges_2021 = get_edges_from_geom(expanded_geometry, con, project, 'rn2021_roads')\n",
    "G_expanded_2021, nodes_expanded_2021, edges_expanded_2021 = create_graph(expanded_edges_2021)\n",
    "\n",
    "od_edges_2021 = get_edges_from_geom(od_bbox, con, project, 'rn2021_roads')\n",
    "G_od_2021, nodes_od_2021, edges_od_2021 = create_graph(od_edges_2021)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "od_polygon = gpd.GeoSeries([od_bbox])\n",
    "oas_in_area = oa_centroids[oa_centroids.intersects(od_polygon.unary_union)]\n",
    "\n",
    "# Network nodes as points\n",
    "\n",
    "network_node_points_list = []\n",
    "for i,r in nodes_od_2021.iterrows():\n",
    "    network_node_points_list.append(Point([r['latitude'],r['longitude']]))\n",
    "    \n",
    "network_node_points = gpd.GeoDataFrame(geometry=network_node_points_list)\n",
    "\n",
    "nodes_od_2021['geometry'] = network_node_points_list\n",
    "nodes_od_2021 = gpd.GeoDataFrame(nodes_od_2021, geometry = 'geometry')\n",
    "\n",
    "area_to_nodes = {}\n",
    "num_nodes_per_oa = []\n",
    "for oa in list(oas_in_area.index):\n",
    "    oa_geom = gpd.GeoSeries([oas.loc[oa]['geometry']])\n",
    "    oa_nodes = nodes_od_2021[nodes_od_2021.intersects(oa_geom.unary_union)]\n",
    "    area_to_nodes[oa] = oa_nodes\n",
    "    num_nodes_per_oa.append(len(oa_nodes))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## EXISTING APPROACH"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "#LTS1\n",
    "lts_1_edges = [(u, v, d) for u, v, d in G_od_2021.edges(data=True) if d.get('lts', 0) <= 1]\n",
    "G_lts1 = nx.Graph()\n",
    "G_lts1.add_nodes_from(list(G_od_2021.nodes))\n",
    "G_lts1.add_edges_from(lts_1_edges)\n",
    "\n",
    "#LTS2\n",
    "lts_2_edges = [(u, v, d) for u, v, d in G_od_2021.edges(data=True) if d.get('lts', 0) <= 2]\n",
    "G_lts2 = nx.Graph()\n",
    "G_lts2.add_nodes_from(list(G_od_2021.nodes))\n",
    "G_lts2.add_edges_from(lts_2_edges)\n",
    "\n",
    "#LTS3\n",
    "lts_3_edges = [(u, v, d) for u, v, d in G_od_2021.edges(data=True) if d.get('lts', 0) <= 3]\n",
    "G_lts3 = nx.Graph()\n",
    "G_lts3.add_nodes_from(list(G_od_2021.nodes))\n",
    "G_lts3.add_edges_from(lts_3_edges)\n",
    "\n",
    "#LTS4\n",
    "lts_4_edges = [(u, v, d) for u, v, d in G_od_2021.edges(data=True) if d.get('lts', 0) <= 4]\n",
    "G_lts4 = nx.Graph()\n",
    "G_lts4.add_nodes_from(list(G_od_2021.nodes))\n",
    "G_lts4.add_edges_from(lts_4_edges)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "60"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "oas_in_area_list = list(oas_in_area.index)\n",
    "len(oas_in_area_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 1\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 62\n",
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      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 2\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 32\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 3\n",
      "Number of sampled route : 24\n",
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      "Number of sampled route : 12\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 36\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 4\n",
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      "Number of sampled route : 26\n",
      "Number of sampled route : 228\n",
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      "Number of sampled route : 31\n",
      "Number of sampled route : 119\n",
      "Number of sampled route : 93\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 5\n",
      "Number of sampled route : 72\n",
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      "Number of sampled route : 60\n",
      "Number of sampled route : 156\n",
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      "Number of sampled route : 114\n",
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      "Number of sampled route : 210\n",
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      "Number of sampled route : 90\n",
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      "Number of sampled route : 264\n",
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      "Number of sampled route : 84\n",
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      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
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      "Number of sampled route : 18\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 150\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 120\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 138\n",
      "Number of sampled route : 108\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 6\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 144\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 168\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 211\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 120\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 110\n",
      "Number of sampled route : 86\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 7\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 135\n",
      "Number of sampled route : 156\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 98\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 83\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 83\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 182\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 228\n",
      "Number of sampled route : 104\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 130\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 104\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 119\n",
      "Number of sampled route : 93\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 4\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 4\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 9\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 25\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 18\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 14\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 9\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 13\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 98\n",
      "Number of sampled route : 114\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 98\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 53\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 133\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 167\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 53\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 95\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 87\n",
      "Number of sampled route : 68\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 14\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 21\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 15\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 25\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 16\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 84\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 55\n",
      "Number of sampled route : 43\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 17\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 83\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 83\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 140\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 80\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 73\n",
      "Number of sampled route : 57\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 18\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 72\n",
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      "Number of sampled route : 10\n",
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      "Number of sampled route : 14\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 53\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 44\n",
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      "Number of sampled route : 98\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 123\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 50\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 19\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 66\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 77\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 55\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 39\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 20\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 66\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 77\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 55\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 39\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 21\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 83\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 83\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 140\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 80\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 73\n",
      "Number of sampled route : 57\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 22\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 79\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 32\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 23\n",
      "Number of sampled route : 84\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 182\n",
      "Number of sampled route : 210\n",
      "Number of sampled route : 168\n",
      "Number of sampled route : 182\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 133\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 84\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 98\n",
      "Number of sampled route : 77\n",
      "Number of sampled route : 77\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 84\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 308\n",
      "Number of sampled route : 140\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 98\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 175\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 140\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 161\n",
      "Number of sampled route : 126\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 24\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 84\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 55\n",
      "Number of sampled route : 43\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 25\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 90\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 132\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 69\n",
      "Number of sampled route : 54\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 26\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 21\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 27\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 28\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 28\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 25\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 29\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 14\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 30\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 28\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 31\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 25\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 32\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 90\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 132\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 69\n",
      "Number of sampled route : 54\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 33\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 25\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 34\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 18\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 35\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 79\n",
      "Number of sampled route : 88\n",
      "Number of sampled route : 228\n",
      "Number of sampled route : 264\n",
      "Number of sampled route : 211\n",
      "Number of sampled route : 228\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 167\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 140\n",
      "Number of sampled route : 123\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 140\n",
      "Number of sampled route : 79\n",
      "Number of sampled route : 308\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 132\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 132\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 176\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 123\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 220\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 114\n",
      "Number of sampled route : 176\n",
      "Number of sampled route : 79\n",
      "Number of sampled route : 79\n",
      "Number of sampled route : 88\n",
      "Number of sampled route : 79\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 202\n",
      "Number of sampled route : 158\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 36\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 104\n",
      "Number of sampled route : 120\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 104\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 140\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 176\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 80\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 92\n",
      "Number of sampled route : 72\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 37\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 28\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 38\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 84\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 53\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 98\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 123\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 50\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 39\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 21\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 40\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 41\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 42\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 14\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 43\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 9\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 44\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 18\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 45\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 46\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 4\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 4\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 47\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 48\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 21\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 49\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 11\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 18\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 50\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 130\n",
      "Number of sampled route : 150\n",
      "Number of sampled route : 120\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 35\n",
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      "Number of sampled route : 95\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 80\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 55\n",
      "Number of sampled route : 55\n",
      "Number of sampled route : 80\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 175\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 220\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 65\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 115\n",
      "Number of sampled route : 90\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 51\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 4\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 4\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 52\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 114\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 65\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 46\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 53\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 104\n",
      "Number of sampled route : 120\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 104\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 140\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 176\n",
      "Number of sampled route : 80\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 92\n",
      "Number of sampled route : 72\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 54\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 79\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 32\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 55\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 79\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 32\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 56\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 88\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 36\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 57\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 79\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 32\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 58\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 21\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 59\n",
      "Number of sampled route : 55\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 119\n",
      "Number of sampled route : 138\n",
      "Number of sampled route : 110\n",
      "Number of sampled route : 119\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 87\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 55\n",
      "Number of sampled route : 73\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 73\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 161\n",
      "Number of sampled route : 55\n",
      "Number of sampled route : 69\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 69\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 202\n",
      "Number of sampled route : 92\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 115\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 92\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 82\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 60\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 93\n",
      "Number of sampled route : 108\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 93\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 126\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 158\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 0\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 90\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 82\n"
     ]
    }
   ],
   "source": [
    "# Define the original layers as MultiGraphs\n",
    "\n",
    "G_c = nx.DiGraph()\n",
    "G_c.add_nodes_from(oas_in_area_list)\n",
    "\n",
    "count_origins = 0\n",
    "\n",
    "routes_calculated = 0\n",
    "\n",
    "for o in oas_in_area_list:\n",
    "    count_origins += 1\n",
    "    print('---------------------------- NEXT ORIGIN ----------------------------')\n",
    "    print('origin count : {}'.format(count_origins))\n",
    "    for d in oas_in_area_list:\n",
    "        if o != d:\n",
    "            origin_nodes = area_to_nodes[o]\n",
    "            destination_nodes = area_to_nodes[d]\n",
    "            routes = list(product(area_to_nodes[o]['node'],area_to_nodes[d]['node']))\n",
    "            sampled_routes = sample_data(routes, 10, rate=0.2)\n",
    "            print(('Number of sampled route : {}').format(len(sampled_routes)))\n",
    "            routes_calculated += len(sampled_routes)\n",
    "            \n",
    "            route_lengths_lts1 = []\n",
    "            route_lengths_lts2 = []\n",
    "            route_lengths_lts3 = []\n",
    "            route_lengths_lts4 = []\n",
    "\n",
    "            for r in sampled_routes:\n",
    "                try:\n",
    "                    route_lengths_lts1.append(nx.shortest_path_length(G_lts1,r[0],r[1],weight = 'length'))\n",
    "                except:\n",
    "                    pass\n",
    "\n",
    "                try:\n",
    "                    route_lengths_lts2.append(nx.shortest_path_length(G_lts2,r[0],r[1],weight = 'length'))\n",
    "                except:\n",
    "                    pass\n",
    "\n",
    "                try:\n",
    "                    route_lengths_lts3.append(nx.shortest_path_length(G_lts3,r[0],r[1],weight = 'length'))\n",
    "                except:\n",
    "                    pass\n",
    "\n",
    "                try:\n",
    "                    route_lengths_lts4.append(nx.shortest_path_length(G_lts4,r[0],r[1],weight = 'length'))\n",
    "                except:\n",
    "                    pass\n",
    "            \n",
    "            distances = []\n",
    "            if len(route_lengths_lts1) > 0:\n",
    "                distances.append(mean_of_list(route_lengths_lts1))\n",
    "            else:\n",
    "                distances.append(0)\n",
    "                \n",
    "            \n",
    "            if len(route_lengths_lts2) > 0:\n",
    "                distances.append(mean_of_list(route_lengths_lts2))\n",
    "            else:\n",
    "                distances.append(0)\n",
    "                \n",
    "            if len(route_lengths_lts3) > 0:\n",
    "                distances.append(mean_of_list(route_lengths_lts3))\n",
    "            else:\n",
    "                distances.append(0)\n",
    "                \n",
    "            if len(route_lengths_lts4) > 0:\n",
    "                distances.append(mean_of_list(route_lengths_lts4))\n",
    "            else:\n",
    "                distances.append(0)            \n",
    "            \n",
    "            if sum(distances) > 0:\n",
    "                G_c.add_edge(o, d, distance=distances)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "def assign_weights(J,types):\n",
    "    #------------------------------------------#\n",
    "    #input: network with 'distance' attribute and type of risk function to apply\n",
    "    # output: netowrk with 'distance' and 'risk' attribute\n",
    "    # assigns risk (or discomfort) attribute to each edge of the network\n",
    "    # risk is a quadruple of values, just like distance, one relative to each 'street-layer' considered \n",
    "    #------------------------------------------#\n",
    "    if types=='Linear':\n",
    "        for edge in J.edges:\n",
    "            beta = [None]*4\n",
    "            beta[0] = J[edge[0]][edge[1]]['distance'][0]\n",
    "            beta[1] = J[edge[0]][edge[1]]['distance'][1]*0.66\n",
    "            beta[2] = J[edge[0]][edge[1]]['distance'][2]*0.33\n",
    "            beta[3] = 0\n",
    "            J[edge[0]][edge[1]]['risk'] = beta\n",
    "    return J\n",
    "\n",
    "G_c=assign_weights(G_c,'Linear')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "def updateParetoFront(new_length, new_risk, best_length_risk_states):\n",
    "    #------------------------------------------#\n",
    "    # Input:  dist [int], risk[int], paretoFront [sorted dictionary]\n",
    "    #output:[bolean] if the new_length and new_dist have been added to the ParetoFront returns True, False otherwise \n",
    "    # adds new dist, and new risk if the path is pareto optimal (non dominated) \n",
    "    #------------------------------------------#\n",
    "    \n",
    "    # Find before and after points on length-axis of relation\n",
    "    after_idx = best_length_risk_states.bisect_right( new_length );\n",
    "    before_idx = after_idx - 1;\n",
    "    after_risk = -1\n",
    "    before_risk = -1 \n",
    "    \n",
    "    # Find associated risks\n",
    "    keys = best_length_risk_states.keys()\n",
    "    if after_idx < len(best_length_risk_states):\n",
    "        after_risk = best_length_risk_states.get(keys[after_idx])\n",
    "    if before_idx >= 0:\n",
    "        before_risk = best_length_risk_states.get(keys[before_idx])\n",
    "       \n",
    "    # Exclude new path if the shorter path has same or less risk\n",
    "    if before_risk <= new_risk and not before_risk == -1:\n",
    "        return False\n",
    "\n",
    "    # Exclude longer or equal paths with higher risks:\n",
    "    final_exclude_idx = after_idx\n",
    "    while(final_exclude_idx < len(best_length_risk_states)):\n",
    "        risk = best_length_risk_states.get(keys[final_exclude_idx])\n",
    "        if risk < new_risk:\n",
    "            break\n",
    "        final_exclude_idx = final_exclude_idx + 1\n",
    "    del best_length_risk_states.keys()[after_idx:final_exclude_idx]\n",
    "    best_length_risk_states[new_length] = new_risk\n",
    "    \n",
    "    return True\n",
    "\n",
    "def compute_pareto_fronts(J, o):\n",
    "    #------------------------------------------#\n",
    "    #input:  aggregated network [networkx graph], node [int]\n",
    "    #output: dictionary of all pareto fronts from node 'o' to all other nodes in the network [dictionary] \n",
    "    #this implements the multi-objective optimization criteria on all possible OD pairs from node 'o' to all \n",
    "    #other nodes of the network (thus it computes ParetoFronts based on distance and risk criteria)\n",
    "    #------------------------------------------#\n",
    "\n",
    "    states_to_explore = []\n",
    "    best_length_risk_states_for_node = {o : SortedDict({0: 0})}\n",
    "    \n",
    "    states_to_explore = []\n",
    "    cnt = 0\n",
    "    heapq.heappush(states_to_explore, (0, 0, cnt, { 'distance': 0, 'risk': 0, 'prevstate': None, 'node': o }))\n",
    "    \n",
    "    while len(states_to_explore) > 0:\n",
    "        current_distance, current_risk, dummy, current_state = heapq.heappop(states_to_explore)\n",
    "        current_node = current_state.get('node')\n",
    "        \n",
    "        # Check if the explored path is still part of the optimal length risk curve.\n",
    "        # Otherwise, discard.        \n",
    "        best_length_risk_states = best_length_risk_states_for_node.get(current_node)\n",
    "        if best_length_risk_states.get(current_distance, -1) != current_risk:\n",
    "            continue\n",
    "        \n",
    "        for tt in J.out_edges(current_node):\n",
    "            next_node = tt[1]\n",
    "            edge = J[current_state.get('node')][next_node]\n",
    "            \n",
    "            best_length_risk_states = best_length_risk_states_for_node.get(next_node, None)\n",
    "            if best_length_risk_states is None:\n",
    "                best_length_risk_states = SortedDict()\n",
    "                best_length_risk_states_for_node[next_node] = best_length_risk_states\n",
    "            \n",
    "            # Loop over different network choices for link\n",
    "            for network_i in range(len(edge['distance'])):\n",
    "                \n",
    "                # Compute new length\n",
    "                edge_length = edge['distance'][network_i]\n",
    "                if edge_length == 0:\n",
    "                    continue\n",
    "                new_length = current_distance + edge_length\n",
    "                \n",
    "                # Compute new risk\n",
    "                edge_risk = edge['risk'][network_i]\n",
    "                new_risk = current_risk + edge_risk\n",
    "                \n",
    "                inserted = updateParetoFront(new_length, new_risk, best_length_risk_states)\n",
    "                if not inserted:\n",
    "                    continue\n",
    "                \n",
    "                new_state = { 'distance': new_length, 'risk': new_risk, 'prevstate': current_state, 'node': next_node}\n",
    "                # Remove removed states from states_to_explore\n",
    "                \n",
    "                heapq.heappush(states_to_explore, (new_length, new_risk, cnt, new_state))\n",
    "                cnt = cnt + 1\n",
    "                \n",
    "    return best_length_risk_states_for_node"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get random OA\n",
    "base_oa = random.choice(oas_in_area_list)\n",
    "\n",
    "# Select 10 random OAs\n",
    "connected_oas = random.sample(oas_in_area_list, 30)\n",
    "\n",
    "sp = compute_pareto_fronts(G_c,base_oa)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot curves\n",
    "\n",
    "for i in range(10):\n",
    "\n",
    "    length_risk_curve = sp.get(connected_oas[i])\n",
    "    \n",
    "    if length_risk_curve != None:\n",
    "    \n",
    "        if len(length_risk_curve) > 1:\n",
    "            plt.plot(length_risk_curve.keys(), length_risk_curve.values(), marker='o', linestyle='solid')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## USING PANDANA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# NODES\n",
    "# DATAFRAME, indexed on ID, columns: x,y\n",
    "nodes_p = nodes_od_2021[['node','latitude','longitude']].set_index('node')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generating contraction hierarchies with 20 threads.\n",
      "Setting CH node vector of size 766\n",
      "Setting CH edge vector of size 21\n",
      "Range graph removed 0 edges of 42\n",
      ". 10% . 20% . 30% . 40% . 50% . 60% . 70% . 80% . 90% . 100%\n",
      " 100% "
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_443524/3004953853.py:6: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  edges_p['source_ind'] = edges_p['source']\n",
      "/tmp/ipykernel_443524/3004953853.py:7: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  edges_p['destination_ind'] = edges_p['destination']\n"
     ]
    }
   ],
   "source": [
    "#LTS 1 Network\n",
    "\n",
    "# EDGES\n",
    "# DATAFRAME, index on from, to (multi-index), columns: from, to, distance\n",
    "edges_p = edges_od_2021[edges_od_2021['lts'] <= 1]\n",
    "edges_p['source_ind'] = edges_p['source']\n",
    "edges_p['destination_ind'] = edges_p['destination']\n",
    "edges_p = edges_p.set_index(['source_ind','destination_ind'])\n",
    "G_p_lts1 = pna.Network(nodes_p['longitude'], nodes_p['latitude'], edges_p['source'], edges_p['destination'], edges_p[['length']])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generating contraction hierarchies with 20 threads.\n",
      "Setting CH node vector of size 766\n",
      "Setting CH edge vector of size 678\n",
      "Range graph removed 30 edges of 1356\n",
      ". 10% . 20% . 30% . 40% . 50% . 60% . 70% . 80% . 90% . 100%\n",
      " 100% "
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_443524/2967647159.py:6: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  edges_p['source_ind'] = edges_p['source']\n",
      "/tmp/ipykernel_443524/2967647159.py:7: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  edges_p['destination_ind'] = edges_p['destination']\n"
     ]
    }
   ],
   "source": [
    "#LTS 2 Network\n",
    "\n",
    "# EDGES\n",
    "# DATAFRAME, index on from, to (multi-index), columns: from, to, distance\n",
    "edges_p = edges_od_2021[edges_od_2021['lts'] <= 2]\n",
    "edges_p['source_ind'] = edges_p['source']\n",
    "edges_p['destination_ind'] = edges_p['destination']\n",
    "edges_p = edges_p.set_index(['source_ind','destination_ind'])\n",
    "G_p_lts2 = pna.Network(nodes_p['longitude'], nodes_p['latitude'], edges_p['source'], edges_p['destination'], edges_p[['length']])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generating contraction hierarchies with 20 threads.\n",
      "Setting CH node vector of size 766\n",
      "Setting CH edge vector of size 893\n",
      "Range graph removed 74 edges of 1786\n",
      ". 10% . 20% . 30% . 40% . 50% . 60% . 70% . 80% . 90% . 100%\n",
      " 100% "
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_443524/1275908650.py:6: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  edges_p['source_ind'] = edges_p['source']\n",
      "/tmp/ipykernel_443524/1275908650.py:7: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  edges_p['destination_ind'] = edges_p['destination']\n"
     ]
    }
   ],
   "source": [
    "#LTS 3 Network\n",
    "\n",
    "# EDGES\n",
    "# DATAFRAME, index on from, to (multi-index), columns: from, to, distance\n",
    "edges_p = edges_od_2021[edges_od_2021['lts'] <= 3]\n",
    "edges_p['source_ind'] = edges_p['source']\n",
    "edges_p['destination_ind'] = edges_p['destination']\n",
    "edges_p = edges_p.set_index(['source_ind','destination_ind'])\n",
    "G_p_lts3 = pna.Network(nodes_p['longitude'], nodes_p['latitude'], edges_p['source'], edges_p['destination'], edges_p[['length']])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generating contraction hierarchies with 20 threads.\n",
      "Setting CH node vector of size 766\n",
      "Setting CH edge vector of size 936\n",
      "Range graph removed 74 edges of 1872\n",
      ". 10% . 20% . 30% . 40% . 50% . 60% . 70% . 80% . 90% . 100%\n",
      " 100% "
     ]
    }
   ],
   "source": [
    "#LTS 4 Network\n",
    "\n",
    "# EDGES\n",
    "# DATAFRAME, index on from, to (multi-index), columns: from, to, distance\n",
    "edges_p = edges_od_2021[edges_od_2021['lts'] <= 4]\n",
    "edges_p['source_ind'] = edges_p['source']\n",
    "edges_p['destination_ind'] = edges_p['destination']\n",
    "edges_p = edges_p.set_index(['source_ind','destination_ind'])\n",
    "G_p_lts4 = pna.Network(nodes_p['longitude'], nodes_p['latitude'], edges_p['source'], edges_p['destination'], edges_p[['length']])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "warnings.filterwarnings(\"error\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 1\n",
      "Number of sampled route : 134\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 30\n",
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      "Number of sampled route : 42\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 56\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 2\n",
      "Number of sampled route : 134\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 105\n",
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      "Number of sampled route : 134\n",
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      "Number of sampled route : 105\n",
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      "Number of sampled route : 48\n",
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      "Number of sampled route : 76\n",
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      "Number of sampled route : 57\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 96\n",
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      "Number of sampled route : 192\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 249\n",
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      "Number of sampled route : 124\n",
      "Number of sampled route : 144\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 230\n",
      "Number of sampled route : 192\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 3\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 23\n",
      "Number of sampled route : 15\n",
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      "Number of sampled route : 11\n",
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      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 13\n",
      "Number of sampled route : 24\n",
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      "Number of sampled route : 17\n",
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      "Number of sampled route : 24\n",
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      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 68\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 20\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 4\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 11\n",
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      "Number of sampled route : 33\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 44\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 5\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
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      "Number of sampled route : 36\n",
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      "Number of sampled route : 122\n",
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      "Number of sampled route : 27\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 36\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 2\n",
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      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 7\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 3\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 8\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 11\n",
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      "Number of sampled route : 21\n",
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      "Number of sampled route : 19\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 29\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 25\n",
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      "Number of sampled route : 33\n",
      "Number of sampled route : 14\n",
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      "Number of sampled route : 49\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 95\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 28\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 9\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 4\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 10\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
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      "Number of sampled route : 13\n",
      "Number of sampled route : 85\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 26\n",
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      "Number of sampled route : 28\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 26\n",
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      "Number of sampled route : 91\n",
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      "Number of sampled route : 44\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 176\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 52\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 11\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 5\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 20\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 12\n",
      "Number of sampled route : 92\n",
      "Number of sampled route : 316\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 85\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 66\n",
      "Number of sampled route : 184\n",
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      "Number of sampled route : 33\n",
      "Number of sampled route : 92\n",
      "Number of sampled route : 118\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 178\n",
      "Number of sampled route : 66\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 99\n",
      "Number of sampled route : 151\n",
      "Number of sampled route : 99\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 132\n",
      "Number of sampled route : 92\n",
      "Number of sampled route : 178\n",
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      "Number of sampled route : 125\n",
      "Number of sampled route : 99\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 138\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 66\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 85\n",
      "Number of sampled route : 158\n",
      "Number of sampled route : 118\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 138\n",
      "Number of sampled route : 158\n",
      "Number of sampled route : 66\n",
      "Number of sampled route : 165\n",
      "Number of sampled route : 231\n",
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      "Number of sampled route : 112\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 66\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 132\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 171\n",
      "Number of sampled route : 171\n",
      "Number of sampled route : 448\n",
      "Number of sampled route : 85\n",
      "Number of sampled route : 99\n",
      "Number of sampled route : 85\n",
      "Number of sampled route : 158\n",
      "Number of sampled route : 132\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 13\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 55\n",
      "Number of sampled route : 77\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 149\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 44\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 14\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 66\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 136\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 40\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 15\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 268\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 184\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 151\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 89\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 84\n",
      "Number of sampled route : 128\n",
      "Number of sampled route : 84\n",
      "Number of sampled route : 95\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 151\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 106\n",
      "Number of sampled route : 84\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 89\n",
      "Number of sampled route : 117\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 134\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 95\n",
      "Number of sampled route : 117\n",
      "Number of sampled route : 134\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 140\n",
      "Number of sampled route : 196\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 95\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 145\n",
      "Number of sampled route : 145\n",
      "Number of sampled route : 380\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 84\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 134\n",
      "Number of sampled route : 112\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 16\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 55\n",
      "Number of sampled route : 77\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 149\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 44\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 17\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 19\n",
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      "Number of sampled route : 50\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 32\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 9\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 122\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 36\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 18\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 5\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 20\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 19\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 134\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 92\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 47\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 53\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 58\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 47\n",
      "Number of sampled route : 58\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 98\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 47\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 190\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 56\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 20\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 172\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 118\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 97\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 82\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 97\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 86\n",
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      "Number of sampled route : 61\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 90\n",
      "Number of sampled route : 126\n",
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      "Number of sampled route : 61\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 93\n",
      "Number of sampled route : 93\n",
      "Number of sampled route : 244\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 72\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 21\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 24\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 22\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 259\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 178\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 151\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 97\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 108\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 145\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 102\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 113\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 129\n",
      "Number of sampled route : 97\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 113\n",
      "Number of sampled route : 129\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 135\n",
      "Number of sampled route : 189\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 108\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 140\n",
      "Number of sampled route : 140\n",
      "Number of sampled route : 367\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 129\n",
      "Number of sampled route : 108\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 23\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 66\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 136\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 40\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 24\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 108\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 32\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 25\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 153\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 41\n",
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      "Number of sampled route : 105\n",
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      "Number of sampled route : 89\n",
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      "Number of sampled route : 86\n",
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      "Number of sampled route : 25\n",
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      "Number of sampled route : 48\n",
      "Number of sampled route : 73\n",
      "Number of sampled route : 48\n",
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      "Number of sampled route : 44\n",
      "Number of sampled route : 86\n",
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      "Number of sampled route : 48\n",
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      "Number of sampled route : 67\n",
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      "Number of sampled route : 32\n",
      "Number of sampled route : 80\n",
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      "Number of sampled route : 54\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 19\n",
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      "Number of sampled route : 16\n",
      "Number of sampled route : 32\n",
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      "Number of sampled route : 64\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 83\n",
      "Number of sampled route : 83\n",
      "Number of sampled route : 217\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 64\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 26\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 5\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 9\n",
      "Number of sampled route : 2\n",
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      "Number of sampled route : 7\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 5\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 9\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 7\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 5\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 5\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 4\n",
      "Number of sampled route : 5\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 7\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 27\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 17\n",
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      "Number of sampled route : 17\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 43\n",
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      "Number of sampled route : 12\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 24\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 38\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 16\n",
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      "Number of sampled route : 19\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 108\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 32\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 28\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 7\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 29\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
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      "Number of sampled route : 33\n",
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      "Number of sampled route : 23\n",
      "Number of sampled route : 29\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 14\n",
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      "Number of sampled route : 49\n",
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      "Number of sampled route : 23\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 95\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 28\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 29\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 144\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 39\n",
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      "Number of sampled route : 99\n",
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      "Number of sampled route : 30\n",
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      "Number of sampled route : 18\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 21\n",
      "Number of sampled route : 69\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 81\n",
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      "Number of sampled route : 33\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 63\n",
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      "Number of sampled route : 15\n",
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      "Number of sampled route : 72\n",
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      "Number of sampled route : 51\n",
      "Number of sampled route : 63\n",
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      "Number of sampled route : 51\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 204\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 60\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 30\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 220\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
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      "Number of sampled route : 18\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 151\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 128\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 82\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 73\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 69\n",
      "Number of sampled route : 69\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 92\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 124\n",
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      "Number of sampled route : 87\n",
      "Number of sampled route : 69\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 73\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 110\n",
      "Number of sampled route : 82\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 110\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 115\n",
      "Number of sampled route : 161\n",
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      "Number of sampled route : 78\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 92\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 119\n",
      "Number of sampled route : 119\n",
      "Number of sampled route : 312\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 69\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 110\n",
      "Number of sampled route : 92\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 31\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 144\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 99\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 84\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 69\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 204\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 60\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 32\n",
      "Number of sampled route : 47\n",
      "Number of sampled route : 163\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 95\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 47\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 47\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 71\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 71\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 85\n",
      "Number of sampled route : 119\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 88\n",
      "Number of sampled route : 88\n",
      "Number of sampled route : 231\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 68\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 33\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 192\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 132\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 108\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 32\n",
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      "Number of sampled route : 92\n",
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      "Number of sampled route : 80\n",
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      "Number of sampled route : 60\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 80\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 34\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 134\n",
      "Number of sampled route : 14\n",
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      "Number of sampled route : 14\n",
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      "Number of sampled route : 56\n",
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      "Number of sampled route : 72\n",
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      "Number of sampled route : 190\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 56\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 35\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 259\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 59\n",
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      "Number of sampled route : 145\n",
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      "Number of sampled route : 43\n",
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      "Number of sampled route : 81\n",
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      "Number of sampled route : 81\n",
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      "Number of sampled route : 59\n",
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      "Number of sampled route : 129\n",
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      "Number of sampled route : 91\n",
      "Number of sampled route : 113\n",
      "Number of sampled route : 129\n",
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      "Number of sampled route : 91\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 43\n",
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      "Number of sampled route : 108\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 140\n",
      "Number of sampled route : 140\n",
      "Number of sampled route : 367\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 129\n",
      "Number of sampled route : 108\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 36\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 5\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 14\n",
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      "Number of sampled route : 19\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 24\n",
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      "Number of sampled route : 17\n",
      "Number of sampled route : 21\n",
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      "Number of sampled route : 10\n",
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      "Number of sampled route : 35\n",
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      "Number of sampled route : 17\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 20\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 37\n",
      "Number of sampled route : 53\n",
      "Number of sampled route : 182\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 49\n",
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      "Number of sampled route : 102\n",
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      "Number of sampled route : 30\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 87\n",
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      "Number of sampled route : 76\n",
      "Number of sampled route : 53\n",
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      "Number of sampled route : 79\n",
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      "Number of sampled route : 15\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 38\n",
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      "Number of sampled route : 26\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 98\n",
      "Number of sampled route : 98\n",
      "Number of sampled route : 258\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 76\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 38\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 144\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 99\n",
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      "Number of sampled route : 24\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 45\n",
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      "Number of sampled route : 33\n",
      "Number of sampled route : 48\n",
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      "Number of sampled route : 33\n",
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      "Number of sampled route : 51\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 72\n",
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      "Number of sampled route : 105\n",
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      "Number of sampled route : 51\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 18\n",
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      "Number of sampled route : 12\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 204\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 45\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 60\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 39\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 11\n",
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      "Number of sampled route : 33\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 22\n",
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      "Number of sampled route : 37\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 149\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 44\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 40\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 153\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 89\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 73\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 80\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 83\n",
      "Number of sampled route : 83\n",
      "Number of sampled route : 217\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 64\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 41\n",
      "Number of sampled route : 58\n",
      "Number of sampled route : 201\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
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      "Number of sampled route : 16\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 138\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 117\n",
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      "Number of sampled route : 21\n",
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      "Number of sampled route : 25\n",
      "Number of sampled route : 113\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 29\n",
      "Number of sampled route : 63\n",
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      "Number of sampled route : 63\n",
      "Number of sampled route : 71\n",
      "Number of sampled route : 84\n",
      "Number of sampled route : 58\n",
      "Number of sampled route : 113\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 79\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 42\n",
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      "Number of sampled route : 100\n",
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      "Number of sampled route : 109\n",
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      "Number of sampled route : 54\n",
      "Number of sampled route : 63\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 84\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 42\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 11\n",
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      "Number of sampled route : 11\n",
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      "Number of sampled route : 24\n",
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      "Number of sampled route : 24\n",
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      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
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      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 57\n",
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      "Number of sampled route : 149\n",
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      "Number of sampled route : 33\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 44\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 43\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 33\n",
      "Number of sampled route : 11\n",
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      "Number of sampled route : 11\n",
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      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 5\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 15\n",
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      "Number of sampled route : 20\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 15\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 13\n",
      "Number of sampled route : 24\n",
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      "Number of sampled route : 17\n",
      "Number of sampled route : 21\n",
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      "Number of sampled route : 10\n",
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      "Number of sampled route : 35\n",
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      "Number of sampled route : 17\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 20\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 44\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 18\n",
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      "Number of sampled route : 28\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 12\n",
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      "Number of sampled route : 20\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 28\n",
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      "Number of sampled route : 10\n",
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      "Number of sampled route : 30\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 50\n",
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      "Number of sampled route : 34\n",
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      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 136\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 40\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 45\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
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      "Number of sampled route : 17\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 33\n",
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      "Number of sampled route : 44\n",
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      "Number of sampled route : 37\n",
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      "Number of sampled route : 17\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 149\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 44\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 46\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 28\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
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      "Number of sampled route : 85\n",
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      "Number of sampled route : 20\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 39\n",
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      "Number of sampled route : 41\n",
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      "Number of sampled route : 28\n",
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      "Number of sampled route : 28\n",
      "Number of sampled route : 62\n",
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      "Number of sampled route : 20\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 67\n",
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      "Number of sampled route : 176\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 52\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 47\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 230\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 62\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 158\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 134\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 129\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 110\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 129\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 115\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 120\n",
      "Number of sampled route : 168\n",
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      "Number of sampled route : 81\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 326\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 115\n",
      "Number of sampled route : 96\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 48\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 172\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 118\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 97\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 82\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 97\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 90\n",
      "Number of sampled route : 126\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 93\n",
      "Number of sampled route : 93\n",
      "Number of sampled route : 244\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 72\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 49\n",
      "Number of sampled route : 47\n",
      "Number of sampled route : 163\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 13\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 37\n",
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      "Number of sampled route : 95\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 47\n",
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      "Number of sampled route : 20\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 47\n",
      "Number of sampled route : 91\n",
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      "Number of sampled route : 51\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 71\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 17\n",
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      "Number of sampled route : 37\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 71\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 85\n",
      "Number of sampled route : 119\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 27\n",
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      "Number of sampled route : 68\n",
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      "Number of sampled route : 88\n",
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      "Number of sampled route : 231\n",
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      "Number of sampled route : 44\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 68\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 50\n",
      "Number of sampled route : 58\n",
      "Number of sampled route : 201\n",
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      "Number of sampled route : 63\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 84\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 51\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 230\n",
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      "Number of sampled route : 96\n",
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      "Number of sampled route : 62\n",
      "Number of sampled route : 115\n",
      "Number of sampled route : 96\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 52\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
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      "Number of sampled route : 14\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 30\n",
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      "Number of sampled route : 10\n",
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      "Number of sampled route : 48\n",
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      "Number of sampled route : 12\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 40\n",
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      "Number of sampled route : 52\n",
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      "Number of sampled route : 136\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 40\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 53\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 240\n",
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      "Number of sampled route : 100\n",
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      "Number of sampled route : 65\n",
      "Number of sampled route : 75\n",
      "Number of sampled route : 65\n",
      "Number of sampled route : 120\n",
      "Number of sampled route : 100\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 54\n",
      "Number of sampled route : 98\n",
      "Number of sampled route : 336\n",
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      "Number of sampled route : 182\n",
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      "Number of sampled route : 91\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 168\n",
      "Number of sampled route : 140\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 55\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 115\n",
      "Number of sampled route : 12\n",
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      "Number of sampled route : 10\n",
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      "Number of sampled route : 19\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 36\n",
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      "Number of sampled route : 36\n",
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      "Number of sampled route : 38\n",
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      "Number of sampled route : 40\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 163\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 48\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 56\n",
      "Number of sampled route : 47\n",
      "Number of sampled route : 163\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 13\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 95\n",
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      "Number of sampled route : 30\n",
      "Number of sampled route : 17\n",
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      "Number of sampled route : 20\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 47\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 17\n",
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      "Number of sampled route : 51\n",
      "Number of sampled route : 37\n",
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      "Number of sampled route : 17\n",
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      "Number of sampled route : 44\n",
      "Number of sampled route : 81\n",
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      "Number of sampled route : 71\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 85\n",
      "Number of sampled route : 119\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 88\n",
      "Number of sampled route : 88\n",
      "Number of sampled route : 231\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 51\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 68\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 57\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 105\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 61\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 59\n",
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      "Number of sampled route : 17\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 55\n",
      "Number of sampled route : 77\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 149\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 44\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 58\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 108\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 32\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 59\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 24\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 60\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 6\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 24\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 61\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 4\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 16\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 62\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 5\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 20\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 63\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 66\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 50\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 34\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 136\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 40\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 64\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 8\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 27\n",
      "Number of sampled route : 17\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 108\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 32\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 65\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 7\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 37\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 22\n",
      "Number of sampled route : 29\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 25\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 29\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 35\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 14\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 11\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 95\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 28\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 66\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 192\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 132\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 108\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 32\n",
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      "Number of sampled route : 60\n",
      "Number of sampled route : 92\n",
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      "Number of sampled route : 60\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 80\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 67\n",
      "Number of sampled route : 22\n",
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      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
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      "Number of sampled route : 11\n",
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      "Number of sampled route : 24\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 32\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 68\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 249\n",
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      "Number of sampled route : 31\n",
      "Number of sampled route : 20\n",
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      "Number of sampled route : 36\n",
      "Number of sampled route : 104\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 135\n",
      "Number of sampled route : 353\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 104\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 69\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 249\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 57\n",
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      "Number of sampled route : 78\n",
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      "Number of sampled route : 104\n",
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      "Number of sampled route : 83\n",
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      "Number of sampled route : 31\n",
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      "Number of sampled route : 41\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 104\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 135\n",
      "Number of sampled route : 353\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 104\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 70\n",
      "Number of sampled route : 190\n",
      "Number of sampled route : 652\n",
      "Number of sampled route : 68\n",
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      "Number of sampled route : 272\n",
      "Number of sampled route : 108\n",
      "Number of sampled route : 353\n",
      "Number of sampled route : 353\n",
      "Number of sampled route : 176\n",
      "Number of sampled route : 204\n",
      "Number of sampled route : 176\n",
      "Number of sampled route : 326\n",
      "Number of sampled route : 272\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 71\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 13\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
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      "Number of sampled route : 62\n",
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      "Number of sampled route : 44\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 176\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 52\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 72\n",
      "Number of sampled route : 42\n",
      "Number of sampled route : 144\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 33\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 39\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 99\n",
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      "Number of sampled route : 81\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 45\n",
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      "Number of sampled route : 45\n",
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      "Number of sampled route : 60\n",
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      "Number of sampled route : 45\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 48\n",
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      "Number of sampled route : 51\n",
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      "Number of sampled route : 51\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 30\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 21\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 78\n",
      "Number of sampled route : 204\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 60\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 73\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 23\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 85\n",
      "Number of sampled route : 28\n",
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      "Number of sampled route : 72\n",
      "Number of sampled route : 28\n",
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      "Number of sampled route : 36\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 70\n",
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      "Number of sampled route : 20\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 59\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 70\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 49\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 41\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 46\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 54\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 65\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 31\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 15\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 13\n",
      "Number of sampled route : 26\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 18\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 176\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 39\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 52\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 74\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 230\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 43\n",
      "Number of sampled route : 10\n",
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      "Number of sampled route : 62\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 158\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 134\n",
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      "Number of sampled route : 43\n",
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      "Number of sampled route : 129\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 38\n",
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      "Number of sampled route : 10\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 110\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 67\n",
      "Number of sampled route : 129\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 91\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 115\n",
      "Number of sampled route : 86\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 115\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 120\n",
      "Number of sampled route : 168\n",
      "Number of sampled route : 57\n",
      "Number of sampled route : 81\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 19\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 33\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 38\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 124\n",
      "Number of sampled route : 326\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 62\n",
      "Number of sampled route : 96\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 75\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 192\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 12\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 132\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 112\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 36\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 108\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 10\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 92\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 80\n",
      "Number of sampled route : 56\n",
      "Number of sampled route : 108\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 76\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 64\n",
      "Number of sampled route : 84\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 72\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 84\n",
      "Number of sampled route : 96\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 100\n",
      "Number of sampled route : 140\n",
      "Number of sampled route : 48\n",
      "Number of sampled route : 68\n",
      "Number of sampled route : 44\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 24\n",
      "Number of sampled route : 16\n",
      "Number of sampled route : 20\n",
      "Number of sampled route : 40\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 28\n",
      "Number of sampled route : 80\n",
      "Number of sampled route : 32\n",
      "Number of sampled route : 104\n",
      "Number of sampled route : 104\n",
      "Number of sampled route : 272\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 60\n",
      "Number of sampled route : 52\n",
      "Number of sampled route : 96\n"
     ]
    }
   ],
   "source": [
    "# Define the original layers as MultiGraphs\n",
    "oas_in_area_list = list(oas_in_area.index)\n",
    "G_c_p = nx.DiGraph()\n",
    "G_c_p.add_nodes_from(oas_in_area_list)\n",
    "\n",
    "count_origins = 0\n",
    "\n",
    "routes_calculated = 0\n",
    "\n",
    "for o in oas_in_area_list:\n",
    "    count_origins += 1\n",
    "    print('---------------------------- NEXT ORIGIN ----------------------------')\n",
    "    print('origin count : {}'.format(count_origins))\n",
    "    for d in oas_in_area_list:\n",
    "        if o != d:\n",
    "            origin_nodes = area_to_nodes[o]\n",
    "            destination_nodes = area_to_nodes[d]\n",
    "            routes = list(product(area_to_nodes[o]['node'],area_to_nodes[d]['node']))\n",
    "            sampled_routes = sample_data(routes, 10, rate=0.2)\n",
    "            print(('Number of sampled route : {}').format(len(sampled_routes)))\n",
    "            routes_calculated += len(sampled_routes)\n",
    "            \n",
    "            route_lengths_lts1 = []\n",
    "            route_lengths_lts2 = []\n",
    "            route_lengths_lts3 = []\n",
    "            route_lengths_lts4 = []\n",
    "\n",
    "            for r in sampled_routes:\n",
    "                try:\n",
    "                    route_lengths_lts1.append(G_p_lts1.shortest_path_length(r[0],r[1]))\n",
    "                except:\n",
    "                    pass\n",
    "\n",
    "                try:\n",
    "                    route_lengths_lts2.append(G_p_lts2.shortest_path_length(r[0],r[1]))\n",
    "                except:\n",
    "                    pass\n",
    "\n",
    "                try:\n",
    "                    route_lengths_lts3.append(G_p_lts3.shortest_path_length(r[0],r[1]))\n",
    "                except:\n",
    "                    pass\n",
    "\n",
    "                try:\n",
    "                    route_lengths_lts4.append(G_p_lts4.shortest_path_length(r[0],r[1]))\n",
    "                except:\n",
    "                    pass\n",
    "            \n",
    "            distances = []\n",
    "            if len(route_lengths_lts1) > 0:\n",
    "                distances.append(mean_of_list(route_lengths_lts1))\n",
    "            else:\n",
    "                distances.append(0)\n",
    "                \n",
    "            \n",
    "            if len(route_lengths_lts2) > 0:\n",
    "                distances.append(mean_of_list(route_lengths_lts2))\n",
    "            else:\n",
    "                distances.append(0)\n",
    "                \n",
    "            if len(route_lengths_lts3) > 0:\n",
    "                distances.append(mean_of_list(route_lengths_lts3))\n",
    "            else:\n",
    "                distances.append(0)\n",
    "                \n",
    "            if len(route_lengths_lts4) > 0:\n",
    "                distances.append(mean_of_list(route_lengths_lts4))\n",
    "            else:\n",
    "                distances.append(0)            \n",
    "            \n",
    "            if sum(distances) > 0:\n",
    "                G_c_p.add_edge(o, d, distance=distances)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pandana much slow!\n",
    "\n",
    "Next test - what about multiple origins to multiple destinations?\n",
    "\n",
    "Approach:\n",
    "- Similar variable sampling, but on origin nodes and destination nodes\n",
    "- Then run all pairs shortest paths between these"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "60"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "oas_in_area_list = list(oas_in_area.index)\n",
    "len(oas_in_area_list)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Approach 1 - using networkx\n",
    "\n",
    "- Use single_source_dijkstra_path_length on a sample of origins\n",
    "- Repeatedly filter on sets of destinations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "paths_lts_1 = {}\n",
    "paths_lts_2 = {}\n",
    "paths_lts_3 = {}\n",
    "paths_lts_4 = {}\n",
    "\n",
    "for o in oas_in_area_list:\n",
    "    paths_lts_1[o] = {}\n",
    "    paths_lts_2[o] = {}\n",
    "    paths_lts_3[o] = {}\n",
    "    paths_lts_4[o] = {}\n",
    "    for d in oas_in_area_list:\n",
    "        paths_lts_1[o][d] = []\n",
    "        paths_lts_2[o][d] = []\n",
    "        paths_lts_3[o][d] = []\n",
    "        paths_lts_4[o][d] = []\n",
    "\n",
    "# Define the original layers as MultiGraphs\n",
    "\n",
    "for o in oas_in_area_list:\n",
    "    origin_nodes = sample_dataframe(area_to_nodes[o],4,0.1)\n",
    "    for next_o_node in list(origin_nodes['node']):\n",
    "\n",
    "        all_sp_lts1 = nx.single_source_dijkstra_path_length(G_lts1,next_o_node, weight = 'length')\n",
    "        all_sp_lts2 = nx.single_source_dijkstra_path_length(G_lts2,next_o_node, weight = 'length')\n",
    "        all_sp_lts3 = nx.single_source_dijkstra_path_length(G_lts3,next_o_node, weight = 'length')\n",
    "        all_sp_lts4 = nx.single_source_dijkstra_path_length(G_lts4,next_o_node, weight = 'length')\n",
    "\n",
    "        for d in oas_in_area_list:\n",
    "            destination_nodes = list(area_to_nodes[d]['node'])\n",
    "\n",
    "            #Add LTS 1 Routes to Dict\n",
    "            paths_to_dest = {key: all_sp_lts1[key] for key in destination_nodes if key in all_sp_lts1}\n",
    "            #Remove 0 elements\n",
    "            paths_to_dest = [element for element in list(paths_to_dest.values()) if element != 0]\n",
    "            #Add found routes to dictionary\n",
    "            paths_lts_1[o][d].extend(paths_to_dest)\n",
    "\n",
    "            #Add LTS 2 Routes to Dict\n",
    "            paths_to_dest = {key: all_sp_lts2[key] for key in destination_nodes if key in all_sp_lts2}\n",
    "            #Remove 0 elements\n",
    "            paths_to_dest = [element for element in list(paths_to_dest.values()) if element != 0]\n",
    "            #Add found routes to dictionary\n",
    "            paths_lts_2[o][d].extend(paths_to_dest)\n",
    "            \n",
    "            #Add LTS 3 Routes to Dict\n",
    "            paths_to_dest = {key: all_sp_lts3[key] for key in destination_nodes if key in all_sp_lts3}\n",
    "            #Remove 0 elements\n",
    "            paths_to_dest = [element for element in list(paths_to_dest.values()) if element != 0]\n",
    "            #Add found routes to dictionary\n",
    "            paths_lts_3[o][d].extend(paths_to_dest)\n",
    "            \n",
    "            #Add LTS 4 Routes to Dict\n",
    "            paths_to_dest = {key: all_sp_lts4[key] for key in destination_nodes if key in all_sp_lts4}\n",
    "            #Remove 0 elements\n",
    "            paths_to_dest = [element for element in list(paths_to_dest.values()) if element != 0]\n",
    "            #Add found routes to dictionary\n",
    "            paths_lts_4[o][d].extend(paths_to_dest)\n",
    "            \n",
    "            \n",
    "G_c = nx.DiGraph()\n",
    "G_c.add_nodes_from(oas_in_area_list)\n",
    "\n",
    "for o in oas_in_area_list:\n",
    "    for d in oas_in_area_list:\n",
    "        distances = []\n",
    "        if len(paths_lts_1[o][d]) > 0:\n",
    "            distances.append(mean_of_list(paths_lts_1[o][d]))\n",
    "        else:\n",
    "            distances.append(0)\n",
    "\n",
    "        if len(paths_lts_2[o][d]) > 0:\n",
    "            distances.append(mean_of_list(paths_lts_2[o][d]))\n",
    "        else:\n",
    "            distances.append(0)\n",
    "\n",
    "        if len(paths_lts_3[o][d]) > 0:\n",
    "            distances.append(mean_of_list(paths_lts_3[o][d]))\n",
    "        else:\n",
    "            distances.append(0)\n",
    "            \n",
    "        if len(paths_lts_4[o][d]) > 0:\n",
    "            distances.append(mean_of_list(paths_lts_4[o][d]))\n",
    "        else:\n",
    "            distances.append(0)\n",
    "        \n",
    "        if sum(distances) > 0:\n",
    "            G_c.add_edge(o, d, distance=distances)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Approach 2 - using networkx\n",
    "\n",
    "- Can we get all shortest paths between a set of sources and a set of destinations?\n",
    "- Then sample origins and destinations at each iteration\n",
    "\n",
    "Not obvious this exists...."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Approach 3 - using pandana\n",
    "\n",
    "- Is there an equivalent of single source shortest path?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Approach 4 - using pandana\n",
    "\n",
    "- All pairs on sample origins and destinations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Define the original layers as MultiGraphs\n",
    "oas_in_area_list = list(oas_in_area.index)\n",
    "G_c_p = nx.DiGraph()\n",
    "G_c_p.add_nodes_from(oas_in_area_list)\n",
    "\n",
    "count_origins = 0\n",
    "routes_calculated = 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 61\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 62\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 63\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 64\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 65\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 66\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 67\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 68\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 69\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 70\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 71\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 72\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 73\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 74\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 75\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 76\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 77\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 78\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 79\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 80\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 81\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 82\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 83\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 84\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 85\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 86\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 87\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 88\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 89\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 90\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 91\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 92\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 93\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 94\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 95\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 96\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 97\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 98\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 99\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 100\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 101\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 102\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 103\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 104\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 105\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 106\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 107\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 108\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 109\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 110\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 111\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 112\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 113\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 114\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 115\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 116\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 117\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 118\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 119\n",
      "---------------------------- NEXT ORIGIN ----------------------------\n",
      "origin count : 120\n"
     ]
    }
   ],
   "source": [
    "for o in oas_in_area_list:\n",
    "    count_origins += 1\n",
    "    print('---------------------------- NEXT ORIGIN ----------------------------')\n",
    "    print('origin count : {}'.format(count_origins))\n",
    "    for d in oas_in_area_list:\n",
    "        if o != d:\n",
    "            origin_nodes = list(sample_dataframe(area_to_nodes[o],4,0.1)['node'])\n",
    "            destination_nodes = list(sample_dataframe(area_to_nodes[d],4,0.1)['node'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[1362, 1347, 1536, 428]"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "origin_nodes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[1553, 1406, 1028, 1388]"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "destination_nodes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/chris/miniconda3/envs/ate/lib/python3.10/site-packages/pandana/network.py:334: UserWarning: Unsigned integer: shortest path distance is trying to be calculated                 between the following external unconnected nodes: [(1362, 1553), (1347, 1406), (1536, 1028), (428, 1388)]\n",
      "  warnings.warn(\n"
     ]
    }
   ],
   "source": [
    "distances = G_p_lts1.shortest_path_lengths(origin_nodes, destination_nodes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[4294967.295, 4294967.295, 4294967.295, 4294967.295]"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "distances"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Define the original layers as MultiGraphs\n",
    "oas_in_area_list = list(oas_in_area.index)\n",
    "G_c_p = nx.DiGraph()\n",
    "G_c_p.add_nodes_from(oas_in_area_list)\n",
    "\n",
    "count_origins = 0\n",
    "\n",
    "routes_calculated = 0\n",
    "\n",
    "for o in oas_in_area_list:\n",
    "    count_origins += 1\n",
    "    print('---------------------------- NEXT ORIGIN ----------------------------')\n",
    "    print('origin count : {}'.format(count_origins))\n",
    "    for d in oas_in_area_list:\n",
    "        if o != d:\n",
    "            origin_nodes = area_to_nodes[o]\n",
    "            destination_nodes = area_to_nodes[d]\n",
    "            routes = list(product(area_to_nodes[o]['node'],area_to_nodes[d]['node']))\n",
    "            sampled_routes = sample_data(routes, 10, rate=0.2)\n",
    "            print(('Number of sampled route : {}').format(len(sampled_routes)))\n",
    "            routes_calculated += len(sampled_routes)\n",
    "            \n",
    "            route_lengths_lts1 = []\n",
    "            route_lengths_lts2 = []\n",
    "            route_lengths_lts3 = []\n",
    "            route_lengths_lts4 = []\n",
    "\n",
    "            for r in sampled_routes:\n",
    "                try:\n",
    "                    route_lengths_lts1.append(G_p_lts1.shortest_path_length(r[0],r[1]))\n",
    "                except:\n",
    "                    pass\n",
    "\n",
    "                try:\n",
    "                    route_lengths_lts2.append(G_p_lts2.shortest_path_length(r[0],r[1]))\n",
    "                except:\n",
    "                    pass\n",
    "\n",
    "                try:\n",
    "                    route_lengths_lts3.append(G_p_lts3.shortest_path_length(r[0],r[1]))\n",
    "                except:\n",
    "                    pass\n",
    "\n",
    "                try:\n",
    "                    route_lengths_lts4.append(G_p_lts4.shortest_path_length(r[0],r[1]))\n",
    "                except:\n",
    "                    pass\n",
    "            \n",
    "            distances = []\n",
    "            if len(route_lengths_lts1) > 0:\n",
    "                distances.append(mean_of_list(route_lengths_lts1))\n",
    "            else:\n",
    "                distances.append(0)\n",
    "                \n",
    "            \n",
    "            if len(route_lengths_lts2) > 0:\n",
    "                distances.append(mean_of_list(route_lengths_lts2))\n",
    "            else:\n",
    "                distances.append(0)\n",
    "                \n",
    "            if len(route_lengths_lts3) > 0:\n",
    "                distances.append(mean_of_list(route_lengths_lts3))\n",
    "            else:\n",
    "                distances.append(0)\n",
    "                \n",
    "            if len(route_lengths_lts4) > 0:\n",
    "                distances.append(mean_of_list(route_lengths_lts4))\n",
    "            else:\n",
    "                distances.append(0)            \n",
    "            \n",
    "            if sum(distances) > 0:\n",
    "                G_c_p.add_edge(o, d, distance=distances)"
   ]
  }
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