def oK(fName='test.pdf'):
rFanout = 100
alpha = 0.5
steepD = 0.1
h = 12
om = 1
# oe='5.0E-4'
oe = '0.001'
ns = 200
t = 1
ts = [11, 12]
k = 10
ks = [5, 10, 15, 20]
nw = 2
mpts = 20
eps = '0.001'
xi = '0.001'
# xi ='5.0E-4'
maxPNeiByte = 2147483631
# 设置bar参数
barlabels = ['Basic', 'Adv']
xlabel = 'k'
xTxts = ['5', '10', '15', '20']
ys = None
ylabel = 'seconds'
ys = [i * 5 for i in range(6)]
# ylim=[10, 10000]
yscale = 'linear'
# 创建bar对象
bar = Bar(len(ts),
xlabel=xlabel,
xTxts=xTxts,
ylabel=ylabel,
yscale=yscale,
ys=ys,
fName=fName)
dir = BasePathOptic + 'k\\'
indexs = Data.indexs(dir,
rFanout,
alpha,
steepD,
12,
om,
oe,
ns,
12,
k,
nw,
mpts,
eps,
xi,
maxPNeiByte,
numMinCluster=k)
for tIndex in range(len(ts)):
total = []
for kIndex in range(len(ks)):
# data = Data.getData(dir, rFanout, alpha, steepD, h, om, oe, ns, ts[tIndex],
# ks[kIndex], nw, mpts, eps, xi, maxPNeiByte)
data = Data.getDataByIndexs(dir,
rFanout,
alpha,
steepD,
h,
om,
oe,
ns,
ts[tIndex],
ks[kIndex],
nw,
mpts,
eps,
xi,
indexs=indexs)
print(data)
total.append(data.timeTotal / 1000)
bar.drawBar(barlabels[tIndex], tIndex, total)
bar.show()
def dMinpts(fName='test.pdf'):
rFanout = 100
alpha = 0.5
steepD = 0.1
h = 12
om = 1
oe = '0.001'
ns = 200
t = 1
ts = [1, 2, 3, 4]
k = 10
nw = 2
mpts = 5
mptss = [5, 10, 20, 50, 100]
eps = '0.001'
xi = '0.001'
maxPNeiByte = 2147483631
# 设置bar参数
barlabels = ['Basic', 'Adv1', 'Adv2', 'Adv3']
xlabel = 'minpts'
xTxts = ['10', '20', '50', '100', '200']
ylabel = 'milliseconds'
# 创建bar对象
bar = Bar(4,
xlabel=xlabel,
xTxts=xTxts,
ylabel=ylabel,
yscale='log',
ylim=[1000, 100000],
fName=fName)
dir = BasePathDbscan + 'nw_mpts\\'
indexs = Data.indexs(dir,
rFanout,
alpha,
steepD,
12,
om,
oe,
ns,
4,
k,
nw,
20,
'0.001',
xi,
maxPNeiByte,
numMinCluster=k)
for tIndex in range(len(ts)):
timeTotals = []
for mptIndex in range(len(mptss)):
# data = Data.getData(dir, rFanout, alpha, steepD, h, om, oe, ns, ts[tIndex],
# k, nw, mptss[mptIndex], eps, xi, maxPNeiByte)
data = Data.getDataByIndexs(dir,
rFanout,
alpha,
steepD,
h,
om,
oe,
ns,
ts[tIndex],
k,
nw,
mptss[mptIndex],
eps,
xi,
indexs=indexs)
print(data)
timeTotals.append(data.timeTotal)
bar.drawBar(barlabels[tIndex], tIndex, timeTotals)
bar.show()
def dHAll(fName='test.pdf', isAll=False):
rFanout = 100
alpha = 0.5
steepD = 0.1
h = 15
# hs = ['4', '6', '8', '10', '12', '14', '16']
hs = ['6', '8', '10', '12', '14', '16']
om = 1
oe = '0.001'
ns = 200
t = 1
ts = None
if isAll: ts = [1, 2, 3, 4]
else: ts = [1, 4]
k = 10
nw = 2
mpts = 20
eps = '0.001'
xi = '0.001'
maxPNeiByte = 2147483631
# 设置bar参数
if isAll:
barlabels = ['Basic', 'Adv1', 'Adv2', 'Adv3']
else:
barlabels = ['Basic', 'Adv3']
xlabel = 'h'
ylabel = 'milliseconds'
# 创建bar对象
numBar = 2
if isAll: numBar = 4
if isAll:
bar = Bar(numBar,
widthBar=0.1,
spanBars=0.02,
xlabel=xlabel,
xTxts=hs,
ylabel=ylabel,
yscale='log',
ylim=[1000, 100000],
fName=fName)
else:
bar = Bar(numBar,
xlabel=xlabel,
xTxts=hs,
ylabel=ylabel,
yscale='log',
ylim=[1000, 100000],
fName=fName)
dir = BasePathDbscan + 'h_all02\\'
indexs = Data.indexs(dir,
rFanout,
alpha,
steepD,
14,
om,
oe,
ns,
4,
k,
nw,
mpts,
eps,
xi,
maxPNeiByte,
numMinCluster=k)
for tIndex in range(len(ts)):
timeTotals = []
for hIndex in range(len(hs)):
# data = Data.getData(dir, rFanout, alpha, steepD, hs[hIndex], om, oe, ns, ts[tIndex],
# k, nw, mpts, eps, xi, maxPNeiByte, numMinCluster=k)
data = Data.getDataByIndexs(dir,
rFanout,
alpha,
steepD,
hs[hIndex],
om,
oe,
ns,
ts[tIndex],
k,
nw,
mpts,
eps,
xi,
indexs=indexs)
print(data)
timeTotals.append(data.timeTotal)
bar.drawBar(barlabels[tIndex], tIndex, timeTotals)
bar.show()
def dEpsilon(fName='test.pdf'):
rFanout = 100
alpha = 0.5
steepD = 0.1
h = 12
om = 1
oe = '0.001'
ns = 200
t = 1
ts = [1, 2, 3, 4]
k = 10
nw = 2
mpts = 20
eps = '0.001'
epss = ['1.0E-4', '5.0E-4', '0.001', '0.005', '0.01']
xi = '0.001'
maxPNeiByte = 2147483631
# 设置bar参数
barlabels = ['Basic', 'Adv1', 'Adv2', 'Adv3']
xlabel = '$\epsilon$'
xTxts = ['0.0001', '0.0005', '0.001', '0.005', '0.01']
ylabel = 'milliseconds'
# 创建bar对象
bar = Bar(4,
xlabel=xlabel,
xTxts=xTxts,
xRotateAngle=90,
ylabel=ylabel,
yscale='log',
ylim=[100, 1000000],
loc=2,
fName=fName)
dir = BasePathDbscan + 'eps\\'
indexs = Data.indexs(dir,
rFanout,
alpha,
steepD,
12,
om,
oe,
ns,
4,
k,
nw,
mpts,
'0.001',
xi,
maxPNeiByte,
numMinCluster=k)
for tIndex in range(len(ts)):
timeTotals = []
for epsIndex in range(len(epss)):
if epsIndex == 0: h = 14
elif epsIndex == 1: h = 14
else: h = 12
# data = Data.getData(dir, rFanout, alpha, steepD, h, om, oe, ns, ts[tIndex],
# k, nw, mpts, epss[epsIndex], xi, maxPNeiByte, numMinCluster=10)
data = Data.getDataByIndexs(dir,
rFanout,
alpha,
steepD,
h,
om,
oe,
ns,
ts[tIndex],
k,
nw,
mpts,
epss[epsIndex],
xi,
indexs=indexs)
print(data)
timeTotals.append(data.timeTotal)
bar.drawBar(barlabels[tIndex], tIndex, timeTotals)
bar.show()