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 # Example 04 - Python 

 Last update: 17.07.2025 

# <a class="anchor" id="ex04_s5"></a>Python

import clr, os, winreg

from itertools import islice

 

import matplotlib.pyplot as plt

import numpy as np

 

class PythonStandaloneApplication(object):

 class LicenseException(Exception):

 pass

 class ConnectionException(Exception):

 pass

 class InitializationException(Exception):

 pass

 class SystemNotPresentException(Exception):

 pass

 

 def __init__(self, path=None):

 \# determine location of ZOSAPI\_NetHelper.dll &amp; add as reference

 aKey = winreg.OpenKey(winreg.ConnectRegistry(None, winreg.HKEY_CURRENT_USER), r"Software\\Zemax", 0, winreg.KEY_READ)

 zemaxData = winreg.QueryValueEx(aKey, 'ZemaxRoot')

 NetHelper = os.path.join(os.sep, zemaxData[0], r'ZOS-API\\Libraries\\ZOSAPI\_NetHelper.dll')

 winreg.CloseKey(aKey)

 clr.AddReference(NetHelper)

 import ZOSAPI_NetHelper

 

 \# Find the installed version of OpticStudio

 if path is None:

 isInitialized = ZOSAPI_NetHelper.ZOSAPI_Initializer.Initialize()

 else:

 \# Note -- uncomment the following line to use a custom initialization path

 isInitialized = ZOSAPI_NetHelper.ZOSAPI_Initializer.Initialize(path)

 

 \# determine the ZOS root directory

 if isInitialized:

 dir = ZOSAPI_NetHelper.ZOSAPI_Initializer.GetZemaxDirectory()

 else:

 raise PythonStandaloneApplication.InitializationException("Unable to locate Zemax OpticStudio. Try using a hard-coded path.")

 

 \# add ZOS-API referencecs

 clr.AddReference(os.path.join(os.sep, dir, "ZOSAPI.dll"))

 clr.AddReference(os.path.join(os.sep, dir, "ZOSAPI\_Interfaces.dll"))

 import ZOSAPI

 

 \# create a reference to the API namespace

 self.ZOSAPI = ZOSAPI

 

 \# create a reference to the API namespace

 self.ZOSAPI = ZOSAPI

 

 \# Create the initial connection class

 self.TheConnection = [ZOSAPI.ZOSAPI\_Connection](class_z_o_s_a_p_i_1_1_z_o_s_a_p_i___connection.xhtml)()

 

 if self.TheConnection is None:

 raise PythonStandaloneApplication.ConnectionException("Unable to initialize .NET connection to ZOSAPI")

 

 self.TheApplication = self.TheConnection.CreateNewApplication()

 if self.TheApplication is None:

 raise PythonStandaloneApplication.InitializationException("Unable to acquire ZOSAPI application")

 

 if self.TheApplication.IsValidLicenseForAPI == False:

 raise PythonStandaloneApplication.LicenseException("License is not valid for ZOSAPI use")

 

 self.TheSystem = self.TheApplication.PrimarySystem

 if self.TheSystem is None:

 raise PythonStandaloneApplication.SystemNotPresentException("Unable to acquire Primary system")

 

 def __del__(self):

 if self.TheApplication is not None:

 self.TheApplication.CloseApplication()

 self.TheApplication = None

 

 self.TheConnection = None

 

 def OpenFile(self, filepath, saveIfNeeded):

 if self.TheSystem is None:

 raise PythonStandaloneApplication.SystemNotPresentException("Unable to acquire Primary system")

 self.TheSystem.LoadFile(filepath, saveIfNeeded)

 

 def CloseFile(self, save):

 if self.TheSystem is None:

 raise PythonStandaloneApplication.SystemNotPresentException("Unable to acquire Primary system")

 self.TheSystem.Close(save)

 

 def SamplesDir(self):

 if self.TheApplication is None:

 raise PythonStandaloneApplication.InitializationException("Unable to acquire ZOSAPI application")

 

 return self.TheApplication.SamplesDir

 

 def ExampleConstants(self):

 if self.TheApplication.LicenseStatus == self.ZOSAPI.LicenseStatusType.PremiumEdition:

 return "Premium"

 elif self.TheApplication.LicenseStatus == self.ZOSAPI.LicenseStatusTypeProfessionalEdition:

 return "Professional"

 elif self.TheApplication.LicenseStatus == self.ZOSAPI.LicenseStatusTypeStandardEdition:

 return "Standard"

 else:

 return "Invalid"

 

 def reshape(self, data, x, y, transpose = False):

 from itertools import islice

 if type(data) is not list:

 data = list(data)

 var_lst = [y] * x;

 it = iter(data)

 res = [list(islice(it, i)) for i in var_lst]

 if transpose:

 return self.transpose(data);

 return res

 

 def transpose(self, data):

 if type(data) is not list:

 data = list(data)

 return list(map(list, zip(*data)))

 

 def reshape(self, data, x, y, transpose = False):

 """Converts a System.Double\[,\] to a 2D list for plotting or post processing

 

 Parameters

 ----------

 data : System.Double\[,\] data directly from ZOS-API 

 x : x width of new 2D list [use var.GetLength(0) for dimension]

 y : y width of new 2D list [use var.GetLength(1) for dimension]

 transpose : transposes data; needed for some multi-dimensional line series data

 

 Returns

 -------

 res : 2D list; can be directly used with Matplotlib or converted to

 a numpy array using numpy.asarray(res)

 """

 if type(data) is not list:

 data = list(data)

 var_lst = [y] * x;

 it = iter(data)

 res = [list(islice(it, i)) for i in var_lst]

 if transpose:

 return self.transpose(res);

 return res

 

 def transpose(self, data):

 """Transposes a 2D list (Python3.x or greater). 

 

 Useful for converting mutli-dimensional line series (i.e. FFT PSF)

 

 Parameters

 ----------

 data : Python native list (if using System.Data[,] object reshape first) 

 

 Returns

 -------

 res : transposed 2D list

 """

 if type(data) is not list:

 data = list(data)

 return list(map(list, zip(*data)))

 

if __name__ == '\_\_main\_\_':

 zos = PythonStandaloneApplication()

 

 \# use http://matplotlib.org/ to plot line graph

 \# need to install this package before running this code

 

 \# load local variables

 ZOSAPI = zos.ZOSAPI

 TheApplication = zos.TheApplication

 TheSystem = zos.TheSystem

 sampleDir = TheApplication.SamplesDir

 

 \#! \[e04s01\_py\]

 \# Open file

 testFile = sampleDir + '\\\\Sequential\\\\Objectives\\\\Cooke 40 degree field.zos'

 TheSystem.LoadFile(testFile, False)

 \#! \[e04s01\_py\]

 

 \#! \[e04s02\_py\]

 \# Create analysis

 TheAnalyses = TheSystem.Analyses

 newWin = TheAnalyses.New_FftMtf()

 \#! \[e04s02\_py\]

 

 \#! \[e04s03\_py\]

 \# Settings

 newWin_Settings = newWin.GetSettings()

 newWin_Settings.MaximumFrequency = 50

 newWin_Settings.SampleSize = ZOSAPI.Analysis.SampleSizes.S_256x256

 \#! \[e04s03\_py\]

 

 \#! \[e04s04\_py\]

 \# Run Analysis

 newWin.ApplyAndWaitForCompletion()

 \# Get Analysis Results

 newWin_Results = newWin.GetResults()

 \#! \[e04s04\_py\]

 

 

 \#! \[e04s05\_py\]

 \# Read and plot data series

 \# NOTE: numpy functions are used to unpack and plot the 2D tuple for Sagittal &amp; Tangential MTF

 \# You will need to import the numpy module to get this part of the code to work

 colors = ('b','g','r','c', 'm', 'y', 'k')

 for seriesNum in range(0,newWin_Results.NumberOfDataSeries, 1):

 data = newWin_Results.GetDataSeries(seriesNum)

 

 \# get raw .NET data into numpy array

 xRaw = data.XData.Data

 yRaw = data.YData.Data

 

 x = list(xRaw)

 y = zos.reshape(yRaw, yRaw.GetLength(0), yRaw.GetLength(1), True)

 

 plt.plot(x,y[0],color=colors[seriesNum])

 plt.plot(x,y[1],linestyle='--',color=colors[seriesNum]) 

 \#! \[e04s05\_py\]

 

 \# If you want to use numpy, you can replace the last 4 commands in the for loop with:

 \# x = np.array(tuple(xRaw))

 \# y = np.array(np.asarray(tuple(yRaw)).reshape(data.YData.Data.GetLength(0), data.YData.Data.GetLength(1)))

 \# 

 \# plt.plot(x\[:\],y\[:,0\],color=colors\[seriesNum\])

 \# plt.plot(x\[:\],y\[:,1\],linestyle='--',color=colors\[seriesNum\])

 

 

 \# format the plot

 plt.title('FFT MTF: ' + os.path.basename(testFile))

 plt.xlabel('Spatial Frequency in cycles per mm')

 plt.ylabel('Modulus of the OTF')

 plt.legend([r'$0^\\circ$ tangential',r'$0^\\circ$ sagittal',r'$14^\\circ$ tangential',r'$14^\\circ$ sagittal',r'$20^\\circ$ tangential',r'$20^\\circ$ sagittal'])

 plt.grid(True)

 

 \# This will clean up the connection to OpticStudio.

 \# Note that it closes down the server instance of OpticStudio, so you for maximum performance do not do

 \# this until you need to.

 del zos

 zos = None

 

 \# place plt.show() after clean up to release OpticStudio from memory

 plt.show()

[ZOSAPI.ZOSAPI\_Connection](class_z_o_s_a_p_i_1_1_z_o_s_a_p_i___connection.xhtml)

**Definition:** ZemaxService.cs:198