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TrajectoryMapCanvas.py
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from Tkinter import *
import math
#import psycopg2
import shapefile
import glob
import time
import thread
import sys
import uuid
import re
from TrajectoryMap import *
import psycopg2
from TrajectoryUtils import map_dist, rand_color, line_segment_cross, DistancePointLine, is_line_segment_intersects_box, hsv2rgb
JPEG_ROOT = "/usr/lib"
#from PIL import Image, ImageTk
import random
class MapCanvas(Frame):
CHECK_BUTTON_STATES = ["hidden", "normal"]
def __init__(self, traj_map, parent=None, resolution=0.01):
'''
INPUT:
traj_map: trajectory map
resolution: map resolution, in pixcel/m
'''
self.traj_map = traj_map
self.RESOLUTION = resolution
self.CANVAS_WIDTH = resolution * map_dist(traj_map.min_longitude, traj_map.min_latitude, \
traj_map.max_longitude, traj_map.min_latitude)
self.CANVAS_HEIGHT = resolution * map_dist(traj_map.min_longitude, traj_map.min_latitude, \
traj_map.min_longitude, traj_map.max_latitude)
self.scale = 1.0 # zoomin/zoomout scale
self.CANVAS_MIN_X, self.CANVAS_MIN_Y = self.to_canvas_xy_t(traj_map.min_longitude, traj_map.max_latitude)
self.CANVAS_MAX_X, self.CANVAS_MAX_Y = self.to_canvas_xy_t(traj_map.max_longitude, traj_map.min_latitude)
self.GRID_INTERVAL_KM = 0.5 # grid size in km
self.GRID_INTERVAL = self.GRID_INTERVAL_KM * 1000 * self.RESOLUTION
self.TOTAL_GRID_ROWS = int((self.CANVAS_MAX_Y - self.CANVAS_MIN_Y) / self.GRID_INTERVAL + 1)
self.TOTAL_GRID_COLS = int((self.CANVAS_MAX_X - self.CANVAS_MIN_X) / self.GRID_INTERVAL + 1)
Frame.__init__(self, parent)
self.pack(expand=YES, fill=BOTH)
f_main = Frame(self)
f_main.pack(expand=YES, fill=BOTH)
canv = Canvas(f_main)
canv.config(width=1024, height=600)
self.select_rect_top = 0
self.select_rect_bottom = 0
self.select_rect_left = 0
self.select_rect_right = 0
self.select_rect_id = canv.create_rectangle(0, 0, 0, 0, state="hidden")
canv.config(highlightthickness=0)
self.drag_last_x = 0
self.drag_last_y = 0
self.f_panel = Frame(f_main)
self.f_panel.pack(side=RIGHT, fill=Y)
Label(self.f_panel, text="Map Layers").pack()
self.var_cb_map = IntVar()
cb_map = Checkbutton(self.f_panel, text="Map", variable=self.var_cb_map, \
onvalue=1, offvalue=0, height=5, width=20, \
command=lambda: self.onLayerRedraw("map", self.var_cb_map))
cb_map.select()
cb_map.pack()
self.bar_y = bar_y = Scrollbar(f_main)
bar_y.config(command=canv.yview)
canv.config(yscrollcommand=bar_y.set)
bar_y.pack(side=RIGHT, fill=Y)
canv.pack(side=LEFT, expand=YES, fill=BOTH)
canv.bind('<Motion>', self.onCanvasMotion)
canv.bind('<MouseWheel>', self.onCanvasMouseWheel)
canv.bind('<ButtonPress-1>', self.onCanvasDragBegin)
canv.bind('<ButtonRelease-1>', self.onCanvasDragEnd)
canv.bind('<B1-Motion>', self.onCanvasDrag)
canv.bind('<ButtonPress-2>', self.onCanvasSelectBegin)
canv.bind('<ButtonRelease-2>', self.onCanvasSelectEnd)
canv.bind('<B2-Motion>', self.onCanvasSelectDrag)
canv.bind("<Double-Button-1>", self.onCanvasLeftDoubleClick)
canv.bind("<Double-Button-2>", self.onCanvasRightDoubleClick)
self.canvas = canv
self.bar_x = bar_x = Scrollbar(self, orient=HORIZONTAL)
bar_x.config(command=canv.xview)
canv.config(xscrollcommand=bar_x.set)
bar_x.pack(fill=BOTH)
f_start = Frame(self)
f_start.pack(fill=BOTH)
Label(f_start, text="Start Time:", width=12).pack(side=LEFT)
self.var_start_time = StringVar()
en_start = Entry(f_start, textvariable=self.var_start_time)
en_start.pack(side=LEFT)
self.scale_start = Scale(f_start, showvalue=0, orient=HORIZONTAL, command=self.onStartTimeScaleChanged)
self.scale_start.pack(anchor=CENTER, fill=X)
f_end = Frame(self)
f_end.pack(fill=BOTH)
Label(f_end, text="End Time:", width=12).pack(side=LEFT)
self.var_end_time = StringVar()
en_end = Entry(f_end, textvariable=self.var_end_time)
en_end.pack(side=LEFT)
self.scale_end = Scale(f_end, showvalue=0, orient=HORIZONTAL, command=self.onEndTimeScaleChanged)
self.scale_end.pack(anchor=CENTER, fill=X)
###
###Draw_traj
#self.point = Entry(self, text="POINT", background = 'yellow')
#self.point.pack(side=LEFT, padx=5, pady=5)
#self.dist = Entry(self, text="DIST", background = 'yellow')
#self.dist.pack(side=LEFT, padx=5, pady=5)
#bt_roadid = Button(self, text="Draw traj", command=self.onDrawTrajPressed)
#bt_roadid.pack(side=LEFT, padx=5, pady=5)
#####
bt_redraw = Button(self, text="Redraw", command=self.onRedrawPressed)
bt_redraw.pack(fill=BOTH, padx=5, pady=5)
###Draw_traj
default_value_sttime = StringVar()
default_value_sttime.set('2010-11-03 06:03:17')
self.sttime = Entry(self, textvariable = default_value_sttime, background = 'yellow')
self.sttime.pack(side=LEFT, padx=5, pady=5)
default_value_endtime = StringVar()
default_value_endtime.set('2010-11-03 06:32:28')
self.endtime = Entry(self, textvariable = default_value_endtime, background = 'yellow')
self.endtime.pack(side=LEFT, padx=5, pady=5)
Search_range = Button(self, text="Search Range", command=self.onSearchRangePressed)
Search_range.pack(side=LEFT, padx=5, pady=5)
'''
self.point = Entry(self, text="POINT", background = 'yellow')
self.point.grid(row=4,column=0)
self.dist = Entry(self, text="DIST", background = 'yellow')
self.dist.grid(row=4,column=1)
bt_roadid = Button(self, text="Draw traj", command=self.onDrawTrajPressed)
bt_roadid.grid(row=4,column=2)
'''
###bt_zoomout = Button(self, text="Zoom Out", command=self.onZoomoutPressed)
###bt_zoomout.pack(side=RIGHT, padx=5, pady=5)
###bt_zoomin = Button(self, text="Zoom In", command=self.onZoominPressed)
###bt_zoomin.pack(side=RIGHT, padx=5, pady=5)
self.road_id_text = Entry(self, background = 'yellow')
self.road_id_text.pack(side=LEFT, padx=5, pady=5)
###Search_traj
bt_roadid = Button(self, text="Search traj", command=self.onSearchTrajPressed)
bt_roadid.pack(side=LEFT, padx=5, pady=5)
#bt_savePic = Button(self, text="Save Pic", command=self.onSavePicture)
#bt_savePic.pack(side=LEFT, padx=5, pady=5)
###Draw_traj
self.default_value1 = StringVar()
self.default_value1.set('116.34,39.83')
self.point = Entry(self, textvariable = self.default_value1, background = 'yellow')
self.point.pack(side=LEFT, padx=5, pady=5)
default_value2 = StringVar()
default_value2.set('50')
self.dist = Entry(self, textvariable = default_value2, background = 'yellow')
self.dist.pack(side=LEFT, padx=5, pady=5)
bt_roadid = Button(self, text="Draw traj", command=self.onDrawTrajPressed)
bt_roadid.pack(side=LEFT, padx=5, pady=5)
self.var_pos = StringVar()
footer = Label(self, textvariable=self.var_pos)
footer.pack(fill=BOTH)
self.traj_var_cb = {} # traj_name -> var for checkbutton state of trajectory
self.traj_mm_var_cb = {} # traj_name -> var for checkbutton state of trajectory map matching
self.max_time = 0
self.min_time = sys.maxint
self.coress_dict = {}
self.traj_shapes = {}
def to_lon_lat(self, x, y):
#cx = self.canvas.canvasx(self.canvas.winfo_width()/2)
#cy = self.canvas.canvasy(self.canvas.winfo_height()/2)
#x += cx
#y += cy
lon = x * (self.traj_map.max_longitude - self.traj_map.min_longitude) / \
(self.CANVAS_WIDTH * self.scale) + self.traj_map.min_longitude
lat = (self.CANVAS_HEIGHT * self.scale - y) * (self.traj_map.max_latitude - self.traj_map.min_latitude) / \
(self.CANVAS_HEIGHT * self.scale) + self.traj_map.min_latitude
return lon, lat
def to_canvas_xy_t(self, lon, lat):
x = (lon - self.traj_map.min_longitude) * self.CANVAS_WIDTH / \
(self.traj_map.max_longitude - self.traj_map.min_longitude)
y = self.CANVAS_HEIGHT - (lat - self.traj_map.min_latitude) * self.CANVAS_HEIGHT / \
(self.traj_map.max_latitude - self.traj_map.min_latitude)
return x, y
def to_canvas_xy(self, lon, lat):
#cx = self.canvas.canvasx(self.canvas.winfo_width()/2)
#cy = self.canvas.canvasy(self.canvas.winfo_height()/2)
x = (lon - self.traj_map.min_longitude) * (self.CANVAS_WIDTH) / \
(self.traj_map.max_longitude - self.traj_map.min_longitude)
y = self.CANVAS_HEIGHT - (lat - self.traj_map.min_latitude) * (self.CANVAS_HEIGHT) / \
(self.traj_map.max_latitude - self.traj_map.min_latitude)
#print x, y, self.scale ###yangxy
#x -= cx
#y -= cy
return x, y
# draw city map
def draw_map(self):
for i in range(0, len(self.traj_map.roads)):
p = map(lambda x: self.to_canvas_xy(x[0], x[1]), self.traj_map.roads[i]) ###yangxy
if len(p) >= 2:
#self.canvas.create_line(p, fill="red", tag="map")
#self.canvas.create_line(p, fill=rand_color(), tag="map",width=1)
self.canvas.create_line(p, fill="grey", tag="map",width=1)
#self.canvas.create_line(p, fill="white", tag="map",width=1)
#self.canvas.create_text(p[0][0],p[0][1],text="(r=%d)" %(i))
#map(lambda x: self.canvas.create_text(x[0],x[1],text="(r=%d)" %(i)),p)
#self.canvas.create_text(p[2][0],p[2][1],text="(r=%d)" %(i))
#print "line: %s" % p
#map(lambda x: self.canvas.create_oval(x[0]-0.01, x[1]-0.01, x[0]+0.01, x[1]+0.01,tag="map", fill="yellow"), p)
#pass
#self.canvas.create_text(p[0][0],p[0][1],text=unicode(self.traj_map.road_names[i],"gbk"), tag="road-name")
for i in range(0, len(self.traj_map.roads2)):
p = map(lambda x: self.to_canvas_xy(x[0], x[1]), self.traj_map.roads2[i]) ###yangxy
if len(p) >= 2:
self.canvas.create_line(p, fill="red", tag="map",width=2)
self.canvas.itemconfig("map", state=MapCanvas.CHECK_BUTTON_STATES[self.var_cb_map.get()])
self.canvas.config(scrollregion=self.canvas.bbox(ALL))
def clean_road(self):
self.clean_road = {}
self.roads = []
num = 0
roads_temp = self.traj_map.roads
for i in range(0,len(roads_temp))[::-1]:
if len(roads_temp[i]) >=2 :
road_i = map(lambda x: (x[0],x[1]), roads_temp[i])
for j in range(1,len(road_i))[::-1]:
road_j = (road_i[j-1][0],road_i[j-1][1],road_i[j][0],road_i[j][1])
if road_j in self.clean_road:
num += 1
#print "same road! num:%d id:(%d,%d)" % (num,i,j)
del self.traj_map.roads[i][j]
self.clean_road[road_j] += [(i,j)]
else:
self.clean_road[road_j] = [(i,j)]
for i in range(0,len(self.traj_map.roads))[::-1]:
if len(self.traj_map.roads[i]) <= 2:
del self.traj_map.roads[i]
for road_j in self.clean_road:
self.roads += [[(road_j[0],road_j[1]),(road_j[2],road_j[3])]]
#print "roads:%s" % self.roads
f = open('roads','w')
for road in self.traj_map.roads:
f.write('%s\n' % road)
#f.write('%s' % (self.roads))
f.close()
#print "roads_num:%d" % len(self.roads)
def draw_all_trajectories(self):
for filename in self.traj_map.trajectory_points.keys():
print "logging ~~~~~~~~~~~filename:%s~~~~~~~~~~~~~~~~~~~~~~" % filename
self.draw_trajectory(filename, rand_color())
def draw_trajectory(self, filename, traj_color="red", start_time=None, end_time=None):
if filename in self.traj_shapes:
traj_color, points = self.traj_shapes[filename]
else:
# not loaded before, load it!
traj_file = open(filename, "r")
lines = map(lambda x: x.split(), traj_file.readlines())
points = map(lambda x: [time.mktime(time.strptime(x[0], "%Y%m%d%H%M%S")), float(x[1]), float(x[2])], lines)
self.traj_shapes[filename] = (traj_color, points)
timestamps = map(lambda x: x[0], points)
self.min_time = min(min(timestamps), self.min_time)
self.max_time = max(max(timestamps), self.max_time)
self.scale_start["from"] = self.min_time
self.scale_end["from"] = self.min_time
self.scale_start["to"] = self.max_time
self.scale_end["to"] = self.max_time
# add map layer check box
var_cb_traj = IntVar()
self.traj_var_cb[filename] = var_cb_traj
cb_traj = Checkbutton(self.f_panel, text=filename, \
variable=var_cb_traj, onvalue=1, offvalue=0, height=5, width=20, \
command=lambda: self.onLayerRedraw("traj-" + filename, var_cb_traj))
cb_traj.select()
cb_traj.pack()
# filter points according to start_time and end_time
if start_time:
points = filter(lambda x: x[0] >= start_time, points)
self.scale_start.set(start_time)
else:
self.scale_start.set(0)
if end_time:
points = filter(lambda x: x[0] < end_time, points)
self.scale_end.set(end_time)
else:
self.scale_end.set(self.scale_end["to"])
p = map(lambda x: self.to_canvas_xy(x[1], x[2]), points)
print "Corresponding Points Number:", len(p)
if len(p) > 0:
self.canvas.create_line(p, fill=traj_color, tag=("traj", "traj-" + filename), \
state=MapCanvas.CHECK_BUTTON_STATES[self.traj_var_cb[filename].get()])
map(lambda x: self.canvas.create_oval(x[0]-0.01, x[1]-0.01, x[0]+0.01, x[1]+0.01, fill=traj_color, outline="black",width=2), p)
# draw bounding box
#for p in points:
# if p.row > -1 and p.col > -1:
# xTL, yTL = self.grid_row_col_to_canvas_xy(p.row, p.col)
# xBR, yBR = self.grid_row_col_to_canvas_xy(p.row + 1, p.col + 1)
# self.canvas.create_rectangle(xTL,yTL,xBR,yBR, fill="red")
# reset zoom scale
self.scale = 3.0
def draw_all_map_matching_trajectories(self):
for f in self.traj_shapes.keys():
self.draw_map_matching_trajectory(f)
def onCanvasMotion(self, event):
#print 'onCanvasMotion'
lon, lat = self.to_lon_lat(self.canvas.canvasx(event.x), self.canvas.canvasy(event.y))
x0 = self.canvas.canvasx(0)
y0 = self.canvas.canvasy(0)
self.var_pos.set("(%4.4f, %4.4f), scale=%.2f" % (lon, lat, self.scale))
#self.var_pos.set("(%4.4f, %4.4f),(%4.4f, %4.4f), scale=%.2f" % (self.canvas.canvasx(event.x), self.canvas.canvasy(event.y),x0, y0, self.scale))
def onCanvasDragBegin(self, event):
# change cursor to hand
print 'onCanvasDragBegin'
lon, lat = self.to_lon_lat(self.canvas.canvasx(event.x), self.canvas.canvasy(event.y))
x0 = self.canvas.canvasx(0)
y0 = self.canvas.canvasy(0)
self.start_lon = lon
self.start_x = self.canvas.canvasx(event.x)
self.start_lat = lat
self.start_y = self.canvas.canvasy(event.y)
print lon,lat
def onCanvasDragEnd(self, event):
# change cursor back to arrow
print 'onCanvasDragEnd'
lon, lat = self.to_lon_lat(self.canvas.canvasx(event.x), self.canvas.canvasy(event.y))
x0 = self.canvas.canvasx(0)
y0 = self.canvas.canvasy(0)
self.end_lon = lon
self.end_x = self.canvas.canvasx(event.x)
self.end_lat = lat
self.end_y = self.canvas.canvasy(event.y)
time1=0
time2=3
##draw query range
p=[[self.start_x,self.start_y],[self.end_x,self.start_y],[self.end_x,self.end_y],\
[self.start_x,self.end_y],[self.start_x,self.start_y]]
print p
self.canvas.create_line(p, fill="green", tag="map",width=3)
##
##range = [[self.start_lon,self.start_lat,time1],[self.end_lon,self.end_lat,time2]]
##self.range_query(range)
##
self.default_value1.set("%s,%s"%(lon,lat))
#print lon,lat
def onSearchRangePressed(self):
sttime_str = self.sttime.get()
endtime_str = self.endtime.get()
range = [[self.start_lon,self.start_lat,sttime_str],[self.end_lon,self.end_lat,endtime_str]]
self.range_query(range)
def onCanvasDrag(self, event):
#print 'onCanvasDrag'
pass
def onCanvasSelectBegin(self, event):
# change cursor back to arrow
print 'onCanvasSelectBegin'
self.canvas['cursor'] = 'tcross'
self.select_rect_left = left = self.canvas.canvasx(event.x)
self.select_rect_top = top = self.canvas.canvasy(event.y)
self.canvas.coords(self.select_rect_id, left, top, left, top)
self.canvas.itemconfigure(self.select_rect_id, state="normal")
def onCanvasSelectEnd(self, event):
# change cursor back to arrow
print 'onCanvasSelectEnd'
self.canvas['cursor'] = 'arrow'
self.canvas.itemconfigure(self.select_rect_id, state="hidden")
# zoom to this view
left = self.select_rect_left
top = self.select_rect_top
self.select_rect_right = right = self.canvas.canvasx(event.x)
self.select_rect_bottom = bottom = self.canvas.canvasy(event.y)
width = right - left
height = bottom - top
if width > 0 and height > 0:
scale = min(self.canvas.winfo_width()/abs(width), self.canvas.winfo_height()/abs(height))
self.zoomIn(event.x-width/2, event.y-height/2, scale)
def onCanvasSelectDrag(self, event):
print 'onCanvasSelectDrag'
self.select_rect_right = right = self.canvas.canvasx(event.x)
self.select_rect_bottom = bottom = self.canvas.canvasy(event.y)
self.canvas.coords(self.select_rect_id, self.select_rect_left, self.select_rect_top, right, bottom)
def onCanvasMouseWheel(self, event):
print 'onCanvasMouseWheel'
if (event.delta < 0): self.canvas.yview("scroll", 1, "units")
elif (event.delta > 0): self.canvas.yview("scroll", -1, "units")
def onDrawRoadidPressed(self):
temp_road_id = self.road_id_text.get()
if(temp_road_id != ''):
self.drawRoadid(temp_road_id)
#Zoom In
def onCanvasLeftDoubleClick(self, event):
self.zoomIn(event.x, event.y)
#Zoom Out
def onCanvasRightDoubleClick(self, event):
print "!!!!!!!!!!11"
self.zoomOut(event.x, event.y)
def onZoominPressed(self):
pass
####self.zoomIn(self.canvas.winfo_width()/2, self.canvas.winfo_height()/2)
def onZoomoutPressed(self):
pass
####self.zoomOut(self.canvas.winfo_width()/2, self.canvas.winfo_height()/2)
def zoomIn(self, x, y, scale=1.2):
#self.CANVAS_WIDTH *= scale
#self.CANVAS_HEIGHT *= scale
self.scale *= scale
cx, cy = self.canvas.canvasx(x), self.canvas.canvasy(y)
self.canvas.scale(ALL, cx, cy, scale, scale)
###self.canvas.config(scrollregion=self.canvas.bbox(ALL))
def zoomOut(self, x, y, scale=1.2):
#self.CANVAS_WIDTH /= scale
#self.CANVAS_HEIGHT /= scale
if(self.scale < 1):
pass
else:
self.scale /= scale
cx, cy = self.canvas.canvasx(x), self.canvas.canvasy(y)
self.canvas.scale(ALL, cx, cy, 1.0/scale, 1.0/scale)
###self.canvas.config(scrollregion=self.canvas.bbox(ALL))
#self.CANVAS_WIDTH = self.CANVAS_WIDTH
def onRedrawPressed(self):
#self.canvas.delete("map")
#self.canvas.delete("road")
self.canvas.delete("traj")
#for i in self.map_shapes.keys():
#self.draw_map()
for i in self.traj_map.trajectory_points.keys():
self.draw_trajectory(i, start_time=self.scale_start.get(), end_time=self.scale_end.get())
def onStartTimeScaleChanged(self, event):
self.var_start_time.set(time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(self.scale_start.get())))
def onEndTimeScaleChanged(self, event):
self.var_end_time.set(time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(self.scale_end.get())))
def onLayerRedraw(self, tag, var):
self.canvas.itemconfig(tag, state=MapCanvas.CHECK_BUTTON_STATES[var.get()])
def onDrawTrajPressed(self):
temp_point_str = self.point.get()
temp_dist_str = self.dist.get()
if(temp_point_str != '' and temp_dist_str != ''):
self.drawTraj(temp_point_str, temp_dist_str)
def onSavePicture(self):
''' '''
self.canvas.pack()
self.canvas.update()
self.canvas.postscript(file="saved.ps",colormode="color")
def onSearchTrajPressed(self):
temp_traj_id = self.road_id_text.get()
if(temp_traj_id != ''):
self.drawTrajid(temp_traj_id)
def highlight_grid_cell(self, row, col):
segments = self.traj_map.grid_road_index[row][col]
print segments
print len(segments)
points = self.traj_map.roads
print map(lambda x: points[x[0]][x[1]], segments)
# highlight grid cell border
xTL, yTL = self.grid_row_col_to_canvas_xy(row, col)
xBR, yBR = self.grid_row_col_to_canvas_xy(row + 1, col + 1)
self.canvas.create_rectangle(xTL,yTL,xBR,yBR, width=3)
self.canvas.create_text(xTL, yTL, text="%d, %d" % (row ,col), anchor=NW, tag="grid")
# highlight trajectories in grid cell
for road_id, seg_id in segments:
x1, y1 = self.to_canvas_xy(points[road_id][seg_id][0], points[road_id][seg_id][1])
x2, y2 = self.to_canvas_xy(points[road_id][seg_id+1][0], points[road_id][seg_id+1][1])
self.canvas.create_text((x1+x2)/2, (y1+y2)/2, text="(%d,%d)" % (road_id, seg_id))
self.canvas.create_line(x1, y1, x2, y2, fill="red", tag="map")
def highlight_intersections(self):
# highlight intersection in grid cell
for i in range(0, len(self.traj_map.intersections)):
cix, ciy = self.to_canvas_xy(self.traj_map.intersections[i][0], self.traj_map.intersections[i][1])
self.canvas.create_oval(cix-0.01, ciy-0.01, cix+0.01, ciy+0.01, fill="yellow")
iname = str(self.traj_map.intersections[i][2])
self.canvas.create_text(cix, ciy+0.02, text="(%d,%s)" % (i, iname), fill="red")
def highlight_road_set(self, road_set):
for i in road_set:
p = map(lambda x: self.to_canvas_xy(x[0], x[1]), self.traj_map.roads[i])
self.canvas.create_line(p, fill="red", width=5)
self.canvas.create_text(p[0][0], p[0][1], text="%d" % i)
def canvas_xy_to_grid_row_col(self, x, y):
# x, y in canvas coord
return int((y - self.CANVAS_MIN_Y) / self.traj_map.GRID_INTERVAL), \
int((x - self.CANVAS_MIN_X) / self.traj_map.GRID_INTERVAL)
def grid_row_col_to_canvas_xy(self, row, col):
# return Top Left corner coord
return self.CANVAS_MIN_X + col * self.traj_map.GRID_INTERVAL, \
self.CANVAS_MIN_Y + row * self.traj_map.GRID_INTERVAL
#============================================================================
def simple_map_matching(self, search_range, plon, plat):
px, py = self.to_canvas_xy(plon, plat)
#search_range: [(road_id, seg_id),...]
# get all min_type
maxdist = 0.5
matching_set = []
#print "search_range:%s" % search_range
for i, j in search_range:
flag = False
x1, y1 = self.to_canvas_xy(self.traj_map.roads[i][j][0], self.traj_map.roads[i][j][1])
x2, y2 = self.to_canvas_xy(self.traj_map.roads[i][j+1][0], self.traj_map.roads[i][j+1][1])
dist, lx, ly = DistancePointLine(px, py, x1, y1, x2, y2)
#print "segment:%s-%s dist:%s" % (i,j,dist)
if dist < maxdist:
for idx in range(0, len(matching_set)): #insert segs whose dist less than 50m into list in order of dist
if(dist < matching_set[idx][0]):
matching_set.insert(idx, (dist, i, j))
flag = True
break
if flag == False:
matching_set.append((dist, i, j))
print len(matching_set)
return matching_set
#print "(%f, %f) matching to (%f, %f), dist=%f, segment=(%d,%d), (%f,%f)-(%f,%f)"\
# % (lon,lat,llon,llat, rdist, min_road_id, min_segment_id,minx1, miny1, minx2, miny2)
#draw_line(minx1, miny1, minx2, miny2,fill="yellow")
return px, py, minlx, minly, min_road_id, min_segment_id, minx1, miny1, minx2, miny2, rdist
def split_roads_to_grid(self):
#self.traj_map.roads = [y.shape.self.traj_map.roads for x in self.map_shapes.values() for y in x[1]]
# init grid_road_dict
self.grid_road_index = []
print "self.TOTAL_GRID_ROWS,self.TOTAL_GRID_COLS",self.TOTAL_GRID_ROWS,self.TOTAL_GRID_COLS
#self.canvas_xy_to_grid_row_col(x1, y1)
#self.canvas_xy_to_grid_row_col(x2, y2)
#print ""
for row in range(0, self.TOTAL_GRID_ROWS+1):
self.grid_road_index.append([])
for col in range(0, self.TOTAL_GRID_COLS+1):
self.grid_road_index[row].append([])
# index map segments to self.grid_road_index array. key=(row,col) of a grid; value=array of (road_id, seg_id)
for i in range(0, len(self.traj_map.roads)):
for j in range(0, len(self.traj_map.roads[i])-1):
#print "i,j",i,j
x1, y1 = self.to_canvas_xy(self.traj_map.roads[i][j][0], self.traj_map.roads[i][j][1])
x2, y2 = self.to_canvas_xy(self.traj_map.roads[i][j+1][0], self.traj_map.roads[i][j+1][1])
#print "x1,y1,x2,y2",x1,y1,x2,y2
row1, col1 = self.canvas_xy_to_grid_row_col(x1, y1)
row2, col2 = self.canvas_xy_to_grid_row_col(x2, y2)
#print "row1, col1, row2, col2",row1, col1, row2, col2
for row in range(min(row1, row2), max(row1, row2) + 1):
for col in range(min(col1, col2), max(col1, col2) + 1):
xTL, yTL = self.grid_row_col_to_canvas_xy(row, col)
xBR, yBR = self.grid_row_col_to_canvas_xy(row + 1, col + 1)
if is_line_segment_intersects_box(x1, y1, x2, y2, xTL, yTL, xBR, yBR):
#print "row,col:i,j|",row,col,i,j
self.grid_road_index[row][col].append((i,j))
def draw_point(self, x, y):
x,y = self.to_canvas_xy(x, y)
self.canvas.create_oval(x,y,x,y,fill="red", tag="map-matching")
def draw_line(self, x1, y1, x2, y2):
#print "draw_line:",x1,y1,'- ', x2,y2
self.MapMatchingFile.write("%f %f-%f %f\n" % (x1, y1, x2, y2))
def draw_shortest_path(self, prev_road_id, prev_segment_id, min_road_id, min_segment_id):
print "Search for shortest_path to road-segment: ", min_road_id, '-', min_segment_id
tar = (min_road_id, min_segment_id)
while prev_road_id != tar[0] or prev_segment_id != tar[1]:
sql = "SELECT prev_roadid, prev_segmentid from shortest_path where src_roadid = %d and src_segmentid = %d and dst_roadid = %d and dst_segmentid = %d" % (prev_road_id, prev_segment_id, tar[0], tar[1])
self.cursor_to.execute(sql)
result = self.cursor_to.fetchall()
if len(result) == 0:
print "Failed!"
return -1
print "Succeeded!"
self.draw_line(self.traj_map.roads[tar[0]][tar[1]][0], self.traj_map.roads[tar[0]][tar[1]][1], self.traj_map.roads[tar[0]][tar[1]+1][0], self.traj_map.roads[tar[0]][tar[1]+1][1])
tar = result[0]
print "Filled road-segment: ",tar[0], "-", tar[1]
return 0
def draw_map_matching_point(self, obj_id, timestamp, px, py, prev_road_id, prev_segment_id):
#yxy#roads = [y.shape.points for x in self.map_shapes.values() for y in x[1]]
# get searching range
cpx, cpy = self.to_canvas_xy(px, py)
row, col = self.canvas_xy_to_grid_row_col(cpx, cpy)
row_l = max(0, row - 1)
row_h = min(self.TOTAL_GRID_ROWS, row + 1)
col_l = max(0, col - 1)
col_h = min(self.TOTAL_GRID_COLS, col + 1)
print "Draw MapMatching path at time:", time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(timestamp))
search_range = []
#print 'row_l,row_h,col_l,col_h',row_l,row_h,col_l,col_h
for i in range(row_l, row_h + 1):
for j in range(col_l, col_h + 1):
search_range += self.grid_road_index[i][j]
matching_set = self.simple_map_matching(search_range, px, py)
#print timestamp, px, py, minlx, minly, min_road_id, min_segment_id, dist
flag = False #indicate the result of matching
for dist, road_id, seg_id in matching_set:
if road_id == prev_road_id: #Draw directly if in the same road
for j in range(min(seg_id, prev_segment_id), max(seg_id, prev_segment_id) + 1):
print road_id, "-", j
self.draw_line(self.traj_map.roads[road_id][j][0], self.traj_map.roads[road_id][j][1], self.traj_map.roads[road_id][j+1][0], self.traj_map.roads[road_id][j+1][1])
flag = True
break
else: #search for shortest path in database if not in the same road
if self.draw_shortest_path(prev_road_id, prev_segment_id, road_id, seg_id) == 0:
flag = True
break
if flag == False and len(matching_set) > 0: #draw simple matching result if there is no shortest path
road_id = matching_set[0][1]
seg_id = matching_set[0][2]
print "No shortest path exists! Simple matching: ", road_id, '-', seg_id
self.draw_line(self.traj_map.roads[road_id][seg_id][0], self.traj_map.roads[road_id][seg_id][1], self.traj_map.roads[road_id][seg_id+1][0], self.traj_map.roads[road_id][seg_id+1][1])
#self.draw_point(px, py)
#self.draw_point(minlx, minly)
#self.draw_line(px, py, minlx, minly, fill="yellow", dash=(3,3), width=1)
#self.draw_line(minx1, miny1, minx2, miny2)
if len(matching_set) == 0:
return -1, -1
return road_id, seg_id
def draw_map_matching_trajectory(self, filename):
print "loading shortest path ~~~~~~~~~~~dbname:%s~~~~~~~~~~~~~~~~~~~~~~" % filename
#outfile = open(filename, 'w')
print "Connecting.."
self.conn_to = psycopg2.connect(host='localhost',port='5432',database="shortest_path",
user='postgres',password='123456')
print "Connected.\n"
self.cursor_to = self.conn_to.cursor()
print "Map Matching ~~~~~~~~~~~filename:%s~~~~~~~~~~~~~~~~~~~~~~" % filename
traj_color, points = self.traj_shapes[filename]
self.split_roads_to_grid()
prev_road_id, prev_segment_id = points[0][1:3]
self.MapMatchingFile = open(filename + '_matching', 'w')
for p in points:
i, j = self.draw_map_matching_point(filename, p[0], p[1], p[2], prev_road_id, prev_segment_id)
if not (i,j) == (-1,-1):
prev_road_id = i
prev_segment_id = j
else:
print "Matching Failed! The GPS point has been discarded!"
self.MapMatchingFile.close()
self.conn_to.commit()
self.conn_to.close()
def display_map_matching_trajectory(self, filename, fill="red", width=3.0, dash=""):
traj_file = open(filename + "_matching", "r")
while 1:
lines = traj_file.readlines(1000)
if not lines:
break
for line in lines:
line = line.strip()
words = line.split('-')
point1 = words[0].split(' ')
point2 = words[1].split(' ')
x1,y1 = self.to_canvas_xy(float(point1[0]), float(point1[1]))
x2,y2 = self.to_canvas_xy(float(point2[0]), float(point2[1]))
self.canvas.create_line(x1, y1, x2, y2, fill=fill, width=width, dash=dash, tag="map-matching")
print "draw_trajectory_segment: ", point1[0], point1[1], 'to', point2[0], point2[1]
traj_file.close()
def write_roadid(self):
''' '''
output_file = open('road_network2', 'w')
for i in range(len(self.traj_map.roads)):
for j in range(len(self.traj_map.roads[i])-1):
output_file.write('%s-%s\t%s %s\n' %(i,j,self.traj_map.roads[i][j],self.traj_map.roads[i][j+1]))
output_file.close()
def get_time_from(self, filename):
f = open(filename,"r")
#partten = re.compile(r'Total runtime: \d+.\d+ ms')
#(116.405340122 40.0498876108 1288567347.17,116.407181771 40.0522671435 1288567402.72)
partten = re.compile(r'\(\d+.\d+ \d+.\d+ \d+.\d+,\d+.\d+ \d+.\d+ \d+.\d+\)')
while 1:
lines = f.readlines(1000)
if not lines :
break
else:
for line in lines:
match = re.findall(partten,line)
if match:
i = 0
for linestring in match:
#i += 1
#if i > 10:
# break
linestring = linestring[1:-1]
points = linestring.split(',')
point_start = points[0].split(' ')
point_end = points[1].split(' ')
point_start = point_start[0:2]
point_end = point_end[0:2]
#print points
p = map(lambda x: self.to_canvas_xy(float(x[0]), float(x[1])), [point_start,point_end])
#print p
self.canvas.create_line(p, fill='green', tag="map",width=1)
map(lambda x: self.canvas.create_oval(x[0]-0.01, x[1]-0.01, x[0]+0.01, x[1]+0.01,tag="map", fill="yellow"), p)
f.close()
def draw_query(self, filename):
f = open(filename,"r")
lines = f.readlines()
for i in range(len(lines)):
#for line in lines:
line = lines[i]
line = line.strip()
words = line.split(',')
point_start = words[0:2]
point_end = words[2:4]
[point_start,point_end] = map(lambda x: self.to_canvas_xy(float(x[0]), float(x[1])), [point_start,point_end])
self.canvas.create_rectangle(point_start[0],point_start[1],point_end[0],point_end[1])
self.canvas.create_text(point_start[0],point_start[1],text="%d" % i)
f.close()
if __name__ == '__main__':
# full map
beijingmap = TrajectoryMap(115.2, 117.5, 39.40, 41.10, grid_interval=500)
# city center
#map = Map(116.1, 116.7, 39.65, 40.1)
# load map
#filenames = []
#filenames += ["beijingmap/polyline_0x1"]
#filenames += ["beijingmap/polyline_0x2"]
#filenames += ["beijingmap/polyline_0x3"]
#filenames += ["beijingmap/polyline_0x5"]
#filenames += ["beijingmap/polyline_0x9"]
#filenames += ["beijingmap/polyline_0x14"]
filenames = map(lambda x: x[0:-4], glob.glob("beijingmap/polyline*.dbf"))
#filenames = map(lambda x: x[0:-4], glob.glob("beijingmap/polygon*.dbf"))
#filenames = map(lambda x: x[0:-4], glob.glob("beijingmap/point*.dbf"))
beijingmap.load_roads(filenames)
# stat map roads
beijingmap.stat_map_info()
# load trajectory
beijingmap.load_trajectory("13301104001.20101101.traj")
#beijingmap.load_trajectory("13301104002.traj")
#beijingmap.load_trajectory("13301104003.traj")
beijingmap.stat_trajectories()
# make road index
beijingmap.index_roads_on_grid()
#beijingmap.dump_grid_road_index()
# generate road graph
#beijingmap.gen_intersections_in_grid_cell(60, 49)
#beijingmap.gen_intersections_in_grid_cell(60, 50)
#beijingmap.gen_intersections_in_grid_cell(60, 51)
#beijingmap.gen_intersections_in_grid_cell(60, 52)
#beijingmap.gen_intersections_in_grid_cell(60, 53)
beijingmap.gen_road_graph()
#beijingmap.gen_intersections_in_grid_cell(410, 315)
#calculate the shortestpath
beijingmap.ShortestPath()
# map matching
#beijingmap.simple_map_matching_trajectory("13301104001.20101101.traj")
#beijingmap.simple_map_matching_trajectory("13301104002.traj")
master = Tk()
map_canvas = MapCanvas(beijingmap, master)
map_canvas.draw_map()
#map_canvas.draw_grid()
map_canvas.draw_all_trajectories()
#map_canvas.draw_trajectory("13301104001.20101101.traj")#, start_time="20101101000000", end_time="20101102000000")
#map_canvas.draw_trajectory("13301104002.traj", "blue")
#map_canvas.draw_trajectory("13301104003.traj", "green")
# map matching
#px, py = 116.206, 39.895
#cpx, cpy = map_canvas.to_canvas_xy(px, py)
#row, col = map_canvas.canvas_xy_to_grid_row_col(cpx, cpy)
#print row, col
#map_canvas.highlight_grid_cell(row, col)
#map_canvas.highlight_grid_cell(410, 315)
#map_canvas.highlight_grid_cell(60, 49)
#map_canvas.highlight_grid_cell(120, 150)
#map_canvas.highlight_grid_cell(60, 51)
#map_canvas.highlight_grid_cell(60, 52)
#map_canvas.highlight_grid_cell(60, 53)
#map_canvas.highlight_intersections()
#load the shortest_path and mapmatch
#map_canvas.draw_map_matching_point("", 0, px, py)
map_canvas.draw_all_map_matching_trajectories()
#map_canvas.draw_map_matching_trajectory("13301104001.20101101.traj")
map_canvas.display_map_matching_trajectory("13301104001.20101101.traj")
#roads = [7878, 7879]
#map_canvas.highlight_road_set(roads)
mainloop()