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@ -1496,15 +1496,11 @@ class SpecData1D(WafoData):
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... res = fun(x2[:,1::],axis=0)
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... res = fun(x2[:,1::],axis=0)
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... m = res.mean()
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... m = res.mean()
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... sa = res.std()
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... sa = res.std()
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... trueval, m, sa
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... #trueval, m, sa
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... np.abs(m-trueval)<sa
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... np.abs(m-trueval)<sa
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(0, 1.2309597785531439e-19, 3.2562166904166163e-18)
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True
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True
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(array([ 1.74952003]), 1.7500502911292997, 0.022461280887884415)
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array([ True], dtype=bool)
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array([ True], dtype=bool)
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(0.0, -0.00024040615507690482, 0.0087615749174770451)
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True
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True
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(0.0, 0.0018609047569154713, 0.049873521257196997)
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True
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True
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waveplot(x1,'r',x2,'g',1,1)
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waveplot(x1,'r',x2,'g',1,1)
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@ -1726,7 +1722,29 @@ class SpecData1D(WafoData):
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... res = fun(x2[:,1::], axis=0)
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... res = fun(x2[:,1::], axis=0)
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... m = res.mean()
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... m = res.mean()
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... sa = res.std()
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... sa = res.std()
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... trueval, m, sa
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... #trueval, m, sa
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... np.abs(m-trueval)<sa
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True
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True
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True
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True
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>>> x = []
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>>> for i in range(20):
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... x2, x1 = S.sim_nl(ns=20000,cases=1)
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... x.append(x2[:,1::])
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>>> x2 = np.hstack(x)
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>>> truth1 = [0,np.sqrt(S.moment(1)[0][0])] + S.stats_nl(moments='sk')
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>>> truth1[-1] = truth1[-1]-3
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>>> truth1
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[0, 1.7495200310090628, 0.18673120577479821, 0.06198852126241805]
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>>> funs = [np.mean,np.std,st.skew,st.kurtosis]
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>>> for fun,trueval in zip(funs,truth1):
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... res = fun(x2, axis=0)
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... m = res.mean()
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... sa = res.std()
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... #trueval, m, sa
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... np.abs(m-trueval)<sa
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... np.abs(m-trueval)<sa
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True
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True
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True
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True
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@ -1889,10 +1907,20 @@ class SpecData1D(WafoData):
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## % 1'st order + 2'nd order component.
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## % 1'st order + 2'nd order component.
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## x2(:,2:end) =x(:,2:end)+ real(x2s(1:np,:))+real(x2d(1:np,:))
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## x2(:,2:end) =x(:,2:end)+ real(x2s(1:np,:))+real(x2d(1:np,:))
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## else
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## else
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amp = np.array(amp.T).ravel()
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if False:
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rvec, ivec = c_library.disufq(amp.real, amp.imag, w, kw, water_depth, g, nmin, nmax, cases, ns)
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# TODO: disufq does not work for cases>1
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amp = np.array(amp.T).ravel()
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svec = rvec + 1J * ivec
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rvec, ivec = c_library.disufq(amp.real, amp.imag, w, kw, water_depth,
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g, nmin, nmax, cases, ns)
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svec = rvec + 1J * ivec
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else:
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amp = amp.T
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svec=[]
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for i in range(cases):
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rvec, ivec = c_library.disufq(amp[i].real, amp[i].imag, w, kw, water_depth,
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g, nmin, nmax, 1, ns)
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svec.append(rvec + 1J * ivec)
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svec = np.hstack(svec)
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svec.shape = (cases, ns)
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svec.shape = (cases, ns)
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x2o = fft(svec, axis=1).T # 2'nd order component
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x2o = fft(svec, axis=1).T # 2'nd order component
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@ -3022,7 +3050,7 @@ class SpecData2D(WafoData):
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Example:
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Example:
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>>> import wafo.spectrum.models as sm
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>>> import wafo.spectrum.models as sm
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>>> D = sm.Spreading()
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>>> D = sm.Spreading()
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>>> SD = D.tospecdata2d(sm.Jonswap().tospecdata())
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>>> SD = D.tospecdata2d(sm.Jonswap().tospecdata(),nt=101)
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>>> m,mtext = SD.moment(nr=2,vari='xyt')
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>>> m,mtext = SD.moment(nr=2,vari='xyt')
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>>> np.round(m,3),mtext
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>>> np.round(m,3),mtext
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(array([ 3.061, 0.132, -0. , 2.13 , 0.011, 0.008, 1.677, -0. ,
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(array([ 3.061, 0.132, -0. , 2.13 , 0.011, 0.008, 1.677, -0. ,
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