<SYSTEM_TASK:>
Given the following text description, write Python code to implement the functionality described below step by step
<END_TASK>
<USER_TASK:>
Description:
 pyJHTDB are failed to compile on windows. One alternative way might be to use zeep package.  
More details can be found at http
Step1:  In GetData_Python, Function_name could be
GetVelocity,            GetMagneticField,          GetVectorPotential,  
GetVelocityGradient,    GetMagneticFieldGradient,  GetVectorPotentialGradient,  
GetVelocityHessian,     GetMagneticHessian,        GetVectorPotentialHessian,  
GetVelocityLaplacian,   GetMagneticFieldLaplacian, GetVectorPotentialLaplacian,    
GetPressure,            GetTemperature,            GetDensity,  
GetPressureGradient,    GetTemperatureGradient,    GetDensityGradient,  
GetPressureHessian,     GetTemperatureHessian,     GetDensityHessian,     
GetVelocityAndPressure, GetVelocityAndTemperature, GetForce, GetInvariant
Step2:  In GetPosition_Python, Function_name could be
GetPosition only.
Step3:  In GetFilter_Python, Function_name could be
GetBoxFilter, GetBoxFilterSGSscalar, GetBoxFilterSGSvector,   
GetBoxFilterSGSsymtensor, GetBoxFilterSGStensor, GetBoxFilterGradient.
<ASSISTANT_TASK:>
Python Code:
import zeep
import numpy as np
client = zeep.Client('http://turbulence.pha.jhu.edu/service/turbulence.asmx?WSDL')
ArrayOfFloat = client.get_type('ns0:ArrayOfFloat')
ArrayOfArrayOfFloat = client.get_type('ns0:ArrayOfArrayOfFloat')
SpatialInterpolation = client.get_type('ns0:SpatialInterpolation')
TemporalInterpolation = client.get_type('ns0:TemporalInterpolation')
token="edu.jhu.pha.turbulence.testing-201406" #replace with your own token
nnp=5 #number of points
points=np.random.rand(nnp,3)
# convert to JHTDB structures
x_coor=ArrayOfFloat(points[:,0].tolist())
y_coor=ArrayOfFloat(points[:,1].tolist())
z_coor=ArrayOfFloat(points[:,2].tolist())
point=ArrayOfArrayOfFloat([x_coor,y_coor,z_coor]);
print(points)
Explanation: pyJHTDB are failed to compile on windows. One alternative way might be to use zeep package.  
More details can be found at http://turbulence.pha.jhu.edu/service/turbulence.asmx
End of explanation
Function_name="GetVelocityGradient" 
time=0.6
number_of_component=9 # change this based on function_name, see http://turbulence.pha.jhu.edu/webquery/query.aspx
result=client.service.GetData_Python(Function_name, token,"isotropic1024coarse", 0.6, 
                                     SpatialInterpolation("None_Fd4"), TemporalInterpolation("None"), point)
result=np.array(result).reshape((-1, number_of_component))
print(result)
Explanation: In GetData_Python, Function_name could be
GetVelocity,            GetMagneticField,          GetVectorPotential,  
GetVelocityGradient,    GetMagneticFieldGradient,  GetVectorPotentialGradient,  
GetVelocityHessian,     GetMagneticHessian,        GetVectorPotentialHessian,  
GetVelocityLaplacian,   GetMagneticFieldLaplacian, GetVectorPotentialLaplacian,    
GetPressure,            GetTemperature,            GetDensity,  
GetPressureGradient,    GetTemperatureGradient,    GetDensityGradient,  
GetPressureHessian,     GetTemperatureHessian,     GetDensityHessian,     
GetVelocityAndPressure, GetVelocityAndTemperature, GetForce, GetInvariant
End of explanation
Function_name="GetPosition"
startTime=0.1
endTime=0.2
dt=0.02
number_of_component=3 # change this based on function_name, see http://turbulence.pha.jhu.edu/webquery/query.aspx
result=client.service.GetPosition_Python(Function_name, token,"isotropic1024coarse", startTime, endTime, dt, 
                                         SpatialInterpolation("None"), point)
result=np.array(result).reshape((-1, number_of_component))
print(result)
Explanation: In GetPosition_Python, Function_name could be
GetPosition only.
End of explanation
Function_name="GetBoxFilter" #could also be
field="u"
time=0.6
filterwidth=0.05
spacing=0 #spacing is only used in GetBoxFilterGradient, but always provide it.
number_of_component=3 # change this based on function_name, see http://turbulence.pha.jhu.edu/webquery/query.aspx
result=client.service.GetFilter_Python("GetBoxFilter",token,"isotropic1024coarse", field, 
                                       time, filterwidth, SpatialInterpolation("None"), point, spacing) 
result=np.array(result).reshape((-1, number_of_component))
print(result)
import struct
import base64
field="u"
timestep=1
x_start=1
y_start=1
z_start=1
x_end=2
y_end=5
z_end=8
x_step=1
y_step=1
z_step=1
filter_width=0
    
result=client.service.GetAnyCutoutWeb(token,"isotropic1024coarse", field, timestep,
                                       x_start, y_start, z_start, x_end, y_end, z_end,
                                      x_step, y_step, z_step, filter_width, "")  # put empty string for the last parameter
# transfer base64 format to numpy
number_of_component=3 # change this based on the field
nx=len(range(x_start, x_end+1, x_step))
ny=len(range(y_start, y_end+1, y_step))
nz=len(range(z_start, z_end+1, z_step))
base64_len=int(nx*ny*nz*number_of_component)
base64_format='<'+str(base64_len)+'f'
result=struct.unpack(base64_format, result)
result=np.array(result).reshape((nz, ny, nx, number_of_component))
print(result.shape)  # see the shape of the result and compare it with nx, ny, nz and number of component
Explanation: In GetFilter_Python, Function_name could be
GetBoxFilter, GetBoxFilterSGSscalar, GetBoxFilterSGSvector,   
GetBoxFilterSGSsymtensor, GetBoxFilterSGStensor, GetBoxFilterGradient.
End of explanation
<END_TASK>