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DoHandle.py
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#!/usr/bin/python
# -*- coding: utf-8 -*-
#数据处理模块
import os
import csv
import datetime
from numpy import genfromtxt,zeros
from pylab import plot,show
from math import radians, cos, sin, asin, sqrt
import types
def delete6(path):
with open(path, "r") as f:
lines = f.readlines()
# print(lines)
with open(path, "w") as f_w:
for line in lines:
if "Geolife" in line \
or "WGS" in line \
or "Altitude" in line \
or "Reserved" in line \
or "Track" in line \
or len(line)<3:
continue
f_w.write(line)
def Segmentation(file,pa,path): #将path路径下的所有文件进行分割
All = []
filena = file[0:8]
reader = csv.reader(open(pa, ), delimiter=',')
for line in list(reader):
All.append(line)
i = 1
bp = []
while (i < len(All)):
tim = (datetime.datetime.strptime(All[i][6], '%H:%M:%S') - datetime.datetime.strptime(
All[i - 1][6], '%H:%M:%S')).seconds
if tim > 300:
bp.append(i)
i = i + 1
print(bp)
i = 0
k = 0
for b in bp:
j = b
f = open(path+'\\'+filena + datetime.datetime.strptime(All[i][6], '%H:%M:%S').strftime('%H%M%S') + '.csv', 'w')
print(path+'\\'+filena + datetime.datetime.strptime(All[i][6], '%H:%M:%S').strftime('%H%M%S'))
while (k >= i and k < j):
f.write(All[k][0])
f.write(',')
f.write(All[k][1])
f.write(',')
f.write(All[k][2])
f.write(',')
f.write(All[k][3])
f.write(',')
f.write(All[k][4])
f.write(',')
f.write(All[k][5])
f.write(',')
f.write(All[k][6])
f.write('\n')
k = k + 1
i = k
def meeting(pa1, pa2,date,number):
dataA = genfromtxt(pa1, delimiter=',', usecols=(0, 1, 3, 4))
dataB = genfromtxt(pa2, delimiter=',', usecols=(0, 1, 3, 4))
timeA = []
reader = csv.reader(open(pa1, ), delimiter=',')
for line in list(reader):
timeA.append(line[6])
timeB = []
reader = csv.reader(open(pa2, ), delimiter=',')
for line in list(reader):
timeB.append(line[6])
amax = 0
amin = 0
bmax = 0
bmin = 0
if len(dataA.shape)==1:
amax = dataA[3]
amin = dataA[3]
else:
amax = max(dataA[:, 3])
amin = min(dataA[:, 3])
if len(dataB.shape)==1:
bmax = dataB[3]
bmin = dataB[3]
else:
bmax = max(dataB[:, 3])
bmin = min(dataB[:, 3])
print(amax, amin, bmax, bmin)
print(pa1,pa2)
mt = [[],[],[],[]]
if amax==amin or bmax==bmin:
if amax == amin and bmax!=bmin:
if bmax>amax and bmin < amax:
for j in range(len(dataB[:, 3])):
if dataB[j,3]> amax:
bx1 = dataB[j - 1, 0]
bx2 = dataB[j, 0]
by1 = dataB[j - 1, 1]
by2 = dataB[j, 1]
ax = dataA[0]
ay = dataA[1]
distance1 = haversine(bx1, by1, ax, ay)
distance2 = haversine(bx2, by2, ax, ay)
inchdis1 = abs(dataA[2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[2] - dataB[j, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeB[j],
'%H:%M:%S') - datetime.datetime.strptime(
timeB[j - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
mt[0].append(date)
mt[1].append(number)
mt[2].append(1)
mt[3].append(tim)
break
if dataB[j,3]==amax:
bx1 = dataB[j - 1, 0]
bx2 = dataB[j + 1, 0]
by1 = dataB[j - 1, 1]
by2 = dataB[j + 1, 1]
ax = dataA[0]
ay = dataA[1]
distance1 = haversine(bx1, by1, ax, ay)
distance2 = haversine(bx2, by2, ax, ay)
inchdis1 = abs(dataA[2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[2] - dataB[j + 1, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeB[j + 1],
'%H:%M:%S') - datetime.datetime.strptime(
timeB[j - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
mt[0].append(date)
mt[1].append(number)
mt[2].append(1)
mt[3].append(tim)
break
if amax != amin and bmax==bmin:
if amax>bmax and amin < bmax:
for i in range(len(dataA[:,3])):
if dataA[i,3]> bmax:
ax1 = dataA[i - 1, 0]
ax2 = dataA[i, 0]
ay1 = dataA[i - 1, 1]
ay2 = dataA[i, 1]
bx = dataB[0]
by = dataB[1]
distance1 = haversine(ax1, ay1, bx, by)
distance2 = haversine(ax2, ay2, bx, by)
inchdis1 = abs(dataB[2] - dataA[i - 1, 2])
inchdis2 = abs(dataB[2] - dataA[i, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeA[i],
'%H:%M:%S') - datetime.datetime.strptime(
timeA[i - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
mt[0].append(date)
mt[1].append(number)
mt[2].append(1)
mt[3].append(tim)
break
if dataA[i,3]==bmax:
ax1 = dataA[i - 1, 0]
ax2 = dataA[i + 1, 0]
ay1 = dataA[i - 1, 1]
ay2 = dataA[i + 1, 1]
bx = dataB[0]
by = dataB[1]
distance1 = haversine(ax1, ay1, bx, by)
distance2 = haversine(ax2, ay2, bx, by)
inchdis1 = abs(dataB[2] - dataA[i - 1, 2])
inchdis2 = abs(dataB[2] - dataA[i + 1, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeA[i + 1],
'%H:%M:%S') - datetime.datetime.strptime(
timeA[i - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
mt[0].append(date)
mt[1].append(number)
mt[2].append(1)
mt[3].append(tim)
break
else:
if amax > bmax:
if bmax > amin:
if bmin > amin:
mi = 0
ma = 0
time = 0 # 相遇时间长度
num = 0 # 相遇次数
flag = 0
for i in range(len(dataA[:, 3])):
if dataA[i, 3] >= bmin:
mi = i
break
for i in range(len(dataA[:, 3])):
if dataA[i, 3] > bmax:
ma = i
break
i = mi
j = 0
print(pa1, pa2)
while (i < ma and j < len(dataB[:, 3])):
if i > 0 and j > 0:
while dataA[i, 3] < dataB[j - 1, 3]:
i = i + 1
if i >= ma:
i = i - 1
break
while dataB[j, 3] < dataA[i - 1, 3]:
j = j + 1
if j >= len(dataB[:, 3]):
j = j - 1
break
if dataA[i, 3] < dataB[j - 1, 3] or dataB[j, 3] < dataA[i - 1, 3]:
break
if dataA[i - 1, 3] == dataB[j - 1, 3] and dataA[i, 3] == dataB[j, 3]:
distance1 = haversine(dataA[i - 1, 0], dataA[i - 1, 1], dataB[j - 1, 0],
dataB[j - 1, 1])
distance2 = haversine(dataA[i, 0], dataA[i, 1], dataB[j, 0],
dataB[j, 1])
inchdis1 = abs(dataA[i - 1, 2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[i, 2] - dataB[j, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeA[i],
'%H:%M:%S') - datetime.datetime.strptime(
timeA[i - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if (dataA[i - 1, 3] > dataB[j - 1, 3] and dataA[i, 3] == dataB[j, 3]):
bx1 = dataB[j - 1, 0]
bx2 = dataB[j, 0]
by1 = dataB[j - 1, 1]
by2 = dataB[j, 1]
ax = dataA[i - 1, 0]
ay = dataA[i - 1, 1]
distance1 = haversine(bx1, by1, ax, ay)
distance2 = haversine(bx2, by2, ax, ay)
inchdis1 = abs(dataA[i - 1, 2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[i - 1, 2] - dataB[j, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeB[j],
'%H:%M:%S') - datetime.datetime.strptime(
timeB[j - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if (dataA[i - 1, 3] < dataB[j - 1, 3] and dataA[i, 3] == dataB[j, 3]):
ax1 = dataA[i - 1, 0]
ax2 = dataA[i, 0]
ay1 = dataA[i - 1, 1]
ay2 = dataA[i, 1]
bx = dataB[j - 1, 0]
by = dataB[j - 1, 1]
distance1 = haversine(ax1, ay1, bx, by)
distance2 = haversine(ax2, ay2, bx, by)
inchdis1 = abs(dataB[j - 1, 2] - dataA[i - 1, 2])
inchdis2 = abs(dataB[j - 1, 2] - dataA[i, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeA[i],
'%H:%M:%S') - datetime.datetime.strptime(
timeA[i - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if dataA[i, 3] < dataB[j, 3]:
bx1 = dataB[j - 1, 0]
bx2 = dataB[j, 0]
by1 = dataB[j - 1, 1]
by2 = dataB[j, 1]
ax = dataA[i, 0]
ay = dataA[i, 1]
distance1 = haversine(bx1, by1, ax, ay)
distance2 = haversine(bx2, by2, ax, ay)
inchdis1 = abs(dataA[i, 2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[i, 2] - dataB[j, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeB[j],
'%H:%M:%S') - datetime.datetime.strptime(
timeB[j - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if dataA[i, 3] > dataB[j, 3]:
ax1 = dataA[i - 1, 0]
ax2 = dataA[i, 0]
ay1 = dataA[i - 1, 1]
ay2 = dataA[i, 1]
bx = dataB[j, 0]
by = dataB[j, 1]
distance1 = haversine(ax1, ay1, bx, by)
distance2 = haversine(ax2, ay2, bx, by)
inchdis1 = abs(dataB[j, 2] - dataA[i - 1, 2])
inchdis2 = abs(dataB[j, 2] - dataA[i, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeA[i],
'%H:%M:%S') - datetime.datetime.strptime(
timeA[i - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
else:
if dataA[i, 3] > dataB[j, 3]:
ax1 = dataA[i - 1, 0]
ax2 = dataA[i, 0]
ay1 = dataA[i - 1, 1]
ay2 = dataA[i, 1]
bx = dataB[j, 0]
by = dataB[j, 1]
distance1 = haversine(ax1, ay1, bx, by)
distance2 = haversine(ax2, ay2, bx, by)
inchdis1 = abs(dataB[j, 2] - dataA[i - 1, 2])
inchdis2 = abs(dataB[j, 2] - dataA[i, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeA[i],
'%H:%M:%S') - datetime.datetime.strptime(
timeA[i - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
print("%d,%d--the time and num are %d,%d\n" % (i, j, time, num))
i = i + 1
j = j + 1
else:
if bmin == amin:
mi = 0
ma = 0
time = 0 # 相遇时间长度
num = 0 # 相遇次数
flag = 0
for i in range(len(dataA[:, 3])):
if dataA[i, 3] > bmax:
ma = i
break
i = 0
j = 0
print(pa1, pa2)
while (i < ma) and j < len(dataB[:, 3]):
if i > 0 and j > 0:
while dataA[i, 3] < dataB[j - 1, 3]:
i = i + 1
if i >= ma:
i = i - 1
break
while dataB[j, 3] < dataA[i - 1, 3]:
j = j + 1
if j >= len(dataB[:, 3]):
j = j - 1
break
if dataA[i, 3] < dataB[j - 1, 3] or dataB[j, 3] < dataA[i - 1, 3]:
break
if dataA[i - 1, 3] == dataB[j - 1, 3] and dataA[i, 3] == dataB[j, 3]:
distance1 = haversine(dataA[i - 1, 0], dataA[i - 1, 1], dataB[j - 1, 0],
dataB[j - 1, 1])
distance2 = haversine(dataA[i, 0], dataA[i, 1], dataB[j, 0],
dataB[j, 1])
inchdis1 = abs(dataA[i - 1, 2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[i, 2] - dataB[j, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeA[i],
'%H:%M:%S') - datetime.datetime.strptime(
timeA[i - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if (dataA[i - 1, 3] > dataB[j - 1, 3] and dataA[i, 3] == dataB[j, 3]):
bx1 = dataB[j - 1, 0]
bx2 = dataB[j, 0]
by1 = dataB[j - 1, 1]
by2 = dataB[j, 1]
ax = dataA[i - 1, 0]
ay = dataA[i - 1, 1]
distance1 = haversine(bx1, by1, ax, ay)
distance2 = haversine(bx2, by2, ax, ay)
inchdis1 = abs(dataA[i - 1, 2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[i - 1, 2] - dataB[j, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeB[j],
'%H:%M:%S') - datetime.datetime.strptime(
timeB[j - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if (dataA[i - 1, 3] < dataB[j - 1, 3] and dataA[i, 3] == dataB[j, 3]):
ax1 = dataA[i - 1, 0]
ax2 = dataA[i, 0]
ay1 = dataA[i - 1, 1]
ay2 = dataA[i, 1]
bx = dataB[j - 1, 0]
by = dataB[j - 1, 1]
distance1 = haversine(ax1, ay1, bx, by)
distance2 = haversine(ax2, ay2, bx, by)
inchdis1 = abs(dataB[j - 1, 2] - dataA[i - 1, 2])
inchdis2 = abs(dataB[j - 1, 2] - dataA[i, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeA[i],
'%H:%M:%S') - datetime.datetime.strptime(
timeA[i - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if dataA[i, 3] < dataB[j, 3]:
bx1 = dataB[j - 1, 0]
bx2 = dataB[j, 0]
by1 = dataB[j - 1, 1]
by2 = dataB[j, 1]
ax = dataA[i, 0]
ay = dataA[i, 1]
distance1 = haversine(bx1, by1, ax, ay)
distance2 = haversine(bx2, by2, ax, ay)
inchdis1 = abs(dataA[i, 2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[i, 2] - dataB[j, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeB[j],
'%H:%M:%S') - datetime.datetime.strptime(
timeB[j - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if dataA[i, 3] > dataB[j, 3]:
ax1 = dataA[i - 1, 0]
ax2 = dataA[i, 0]
ay1 = dataA[i - 1, 1]
ay2 = dataA[i, 1]
bx = dataB[j, 0]
by = dataB[j, 1]
distance1 = haversine(ax1, ay1, bx, by)
distance2 = haversine(ax2, ay2, bx, by)
inchdis1 = abs(dataB[j, 2] - dataA[i - 1, 2])
inchdis2 = abs(dataB[j, 2] - dataA[i, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeA[i],
'%H:%M:%S') - datetime.datetime.strptime(
timeA[i - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
print("%d,%d--the time and num are %d,%d\n" % (i, j, time, num))
i = i + 1
j = j + 1
else:
mi = 0
ma = 0
time = 0 # 相遇时间长度
num = 0 # 相遇次数
flag = 0
for j in range(len(dataB[:, 3])):
if dataB[j, 3] >= amin:
mi = j
break
for i in range(len(dataA[:, 3])):
if dataA[i, 3] > bmax:
ma = i
break
print(min, max)
j = mi
i = 0
print(pa1, pa2)
while (j < len(dataB[:, 3]) and i < ma): # b集合中的序号
if i > 0 and j > 0:
while dataA[i, 3] < dataB[j - 1, 3]:
i = i + 1
if i >= ma:
i = i - 1
break
while dataB[j, 3] < dataA[i - 1, 3]:
j = j + 1
if j >= len(dataB[:, 3]):
j = j - 1
break
if dataA[i, 3] < dataB[j - 1, 3] or dataB[j, 3] < dataA[i - 1, 3]:
break
if dataA[i - 1, 3] == dataB[j - 1, 3] and dataA[i, 3] == dataB[j, 3]:
distance1 = haversine(dataA[i - 1, 0], dataA[i - 1, 1], dataB[j - 1, 0],
dataB[j - 1, 1])
distance2 = haversine(dataA[i, 0], dataA[i, 1], dataB[j, 0],
dataB[j, 1])
inchdis1 = abs(dataA[i - 1, 2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[i, 2] - dataB[j, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeA[i],
'%H:%M:%S') - datetime.datetime.strptime(
timeA[i - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if (dataA[i - 1, 3] > dataB[j - 1, 3] and dataA[i, 3] == dataB[j, 3]):
bx1 = dataB[j - 1, 0]
bx2 = dataB[j, 0]
by1 = dataB[j - 1, 1]
by2 = dataB[j, 1]
ax = dataA[i - 1, 0]
ay = dataA[i - 1, 1]
distance1 = haversine(bx1, by1, ax, ay)
distance2 = haversine(bx2, by2, ax, ay)
inchdis1 = abs(dataA[i - 1, 2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[i - 1, 2] - dataB[j, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeB[j],
'%H:%M:%S') - datetime.datetime.strptime(
timeB[j - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if (dataA[i - 1, 3] < dataB[j - 1, 3] and dataA[i, 3] == dataB[j, 3]):
ax1 = dataA[i - 1, 0]
ax2 = dataA[i, 0]
ay1 = dataA[i - 1, 1]
ay2 = dataA[i, 1]
bx = dataB[j - 1, 0]
by = dataB[j - 1, 1]
distance1 = haversine(ax1, ay1, bx, by)
distance2 = haversine(ax2, ay2, bx, by)
inchdis1 = abs(dataB[j - 1, 2] - dataA[i - 1, 2])
inchdis2 = abs(dataB[j - 1, 2] - dataA[i, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeA[i],
'%H:%M:%S') - datetime.datetime.strptime(
timeA[i - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if dataA[i, 3] < dataB[j, 3]:
bx1 = dataB[j - 1, 0]
bx2 = dataB[j, 0]
by1 = dataB[j - 1, 1]
by2 = dataB[j, 1]
ax = dataA[i, 0]
ay = dataA[i, 1]
distance1 = haversine(bx1, by1, ax, ay)
distance2 = haversine(bx2, by2, ax, ay)
inchdis1 = abs(dataA[i, 2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[i, 2] - dataB[j, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeB[j],
'%H:%M:%S') - datetime.datetime.strptime(
timeB[j - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if dataA[i, 3] > dataB[j, 3]:
ax1 = dataA[i - 1, 0]
ax2 = dataA[i, 0]
ay1 = dataA[i - 1, 1]
ay2 = dataA[i, 1]
bx = dataB[j, 0]
by = dataB[j, 1]
distance1 = haversine(ax1, ay1, bx, by)
distance2 = haversine(ax2, ay2, bx, by)
inchdis1 = abs(dataB[j, 2] - dataA[i - 1, 2])
inchdis2 = abs(dataB[j, 2] - dataA[i, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeA[i],
'%H:%M:%S') - datetime.datetime.strptime(
timeA[i - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
else:
if dataA[i, 3] < dataB[j, 3]:
bx1 = dataB[j - 1, 0]
bx2 = dataB[j, 0]
by1 = dataB[j - 1, 1]
by2 = dataB[j, 1]
ax = dataA[i, 0]
ay = dataA[i, 1]
distance1 = haversine(bx1, by1, ax, ay)
distance2 = haversine(bx2, by2, ax, ay)
inchdis1 = abs(dataA[i, 2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[i, 2] - dataB[j, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeB[j],
'%H:%M:%S') - datetime.datetime.strptime(
timeB[j - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
print("%d,%d--the time and num are %d,%d\n" % (i, j, time, num))
i = i + 1
j = j + 1
else:
if amax == bmax:
if bmin > amin:
mi = 0
ma = 0
time = 0 # 相遇时间长度
num = 0 # 相遇次数
flag = 0
for i in range(len(dataA[:, 3])):
if dataA[i, 3] >= bmin:
mi = i
break
i = mi
j = 0
print(pa1, pa2)
while (i < len(dataA[:,3]) and j < len(dataB[:, 3])):
if i > 0 and j > 0:
while dataA[i, 3] < dataB[j - 1, 3]:
i = i + 1
if i >= len(dataA[:, 3]):
i = i - 1
break
while dataB[j, 3] < dataA[i - 1, 3]:
j = j + 1
if j >= len(dataB[:, 3]):
j = j - 1
break
if dataA[i, 3] < dataB[j - 1, 3] or dataB[j, 3] < dataA[i - 1, 3]:
break
if dataA[i - 1, 3] == dataB[j - 1, 3] and dataA[i, 3] == dataB[j, 3]:
distance1 = haversine(dataA[i - 1, 0], dataA[i - 1, 1], dataB[j - 1, 0],
dataB[j - 1, 1])
distance2 = haversine(dataA[i, 0], dataA[i, 1], dataB[j, 0],
dataB[j, 1])
inchdis1 = abs(dataA[i - 1, 2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[i, 2] - dataB[j, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeA[i],
'%H:%M:%S') - datetime.datetime.strptime(
timeA[i - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if (dataA[i - 1, 3] > dataB[j - 1, 3] and dataA[i, 3] == dataB[j, 3]):
bx1 = dataB[j - 1, 0]
bx2 = dataB[j, 0]
by1 = dataB[j - 1, 1]
by2 = dataB[j, 1]
ax = dataA[i - 1, 0]
ay = dataA[i - 1, 1]
distance1 = haversine(bx1, by1, ax, ay)
distance2 = haversine(bx2, by2, ax, ay)
inchdis1 = abs(dataA[i - 1, 2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[i - 1, 2] - dataB[j, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeB[j],
'%H:%M:%S') - datetime.datetime.strptime(
timeB[j - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if (dataA[i - 1, 3] < dataB[j - 1, 3] and dataA[i, 3] == dataB[j, 3]):
ax1 = dataA[i - 1, 0]
ax2 = dataA[i, 0]
ay1 = dataA[i - 1, 1]
ay2 = dataA[i, 1]
bx = dataB[j - 1, 0]
by = dataB[j - 1, 1]
distance1 = haversine(ax1, ay1, bx, by)
distance2 = haversine(ax2, ay2, bx, by)
inchdis1 = abs(dataB[j - 1, 2] - dataA[i - 1, 2])
inchdis2 = abs(dataB[j - 1, 2] - dataA[i, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeA[i],
'%H:%M:%S') - datetime.datetime.strptime(
timeA[i - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if dataA[i, 3] < dataB[j, 3]:
bx1 = dataB[j - 1, 0]
bx2 = dataB[j, 0]
by1 = dataB[j - 1, 1]
by2 = dataB[j, 1]
ax = dataA[i, 0]
ay = dataA[i, 1]
distance1 = haversine(bx1, by1, ax, ay)
distance2 = haversine(bx2, by2, ax, ay)
inchdis1 = abs(dataA[i, 2] - dataB[j - 1, 2])
inchdis2 = abs(dataA[i, 2] - dataB[j, 2])
print("the distance is %d,%d\n" % (distance1, distance2))
if (distance1 <= 10 and distance2 <= 10 and inchdis1 <= 20 and inchdis2 <= 20):
tim = (datetime.datetime.strptime(timeB[j],
'%H:%M:%S') - datetime.datetime.strptime(
timeB[j - 1], '%H:%M:%S')).seconds
print("the tim is %d\n" % (tim))
if flag == 0:
time = tim
num = num + 1
print(type(num))
mt[0].append(date)
mt[1].append(number)
mt[2].append(num)
mt[3].append(time)
else:
time = time + tim
mt[3][num - 1] = time
flag = 1
else:
flag = 0
if dataA[i, 3] > dataB[j, 3]:
ax1 = dataA[i - 1, 0]
ax2 = dataA[i, 0]
ay1 = dataA[i - 1, 1]
ay2 = dataA[i, 1]
bx = dataB[j, 0]
by = dataB[j, 1]
distance1 = haversine(ax1, ay1, bx, by)
distance2 = haversine(ax2, ay2, bx, by)