2018년 4월 30일 월요일

Install Kicad 5.0.0 for Kicad 4.0.7 making "assertion failed" is workaround in debian testing

1. Add 'experimental repository' into apt source list
1.1. type 'deb http://ftp.de.debian.org/debian experimental main' into /etc/apt/source.list

2. Update source repository as typing 'apt update'

3. Verify Kicad 5.0.0 to be candidated.

# apt policy kicad
kicad:
  설치: (없음)
  후보: 4.0.7+dfsg1-1
  버전 테이블:
     5.0.0~rc1+dfsg1+20180318-3 1
          1 http://ftp.de.debian.org/debian experimental/main amd64 Packages
     4.0.7+dfsg1-1 500
        500 http://deb.debian.org/debian testing/main amd64 Packages

4. Install newer Kicad
4.1. Install basic packages
# apt install kicad=5.0.0~rc1+dfsg1+20180318-3
패키지 목록을 읽는 중입니다... 완료
의존성 트리를 만드는 중입니다      
상태 정보를 읽는 중입니다... 완료
The following additional packages will be installed:
  kicad-demos kicad-footprints kicad-libraries kicad-symbols kicad-templates
  xsltproc
제안하는 패키지:
  kicad-doc-ca | kicad-doc-de | kicad-doc-en | kicad-doc-es | kicad-doc-fr
  | kicad-doc-it | kicad-doc-ja | kicad-doc-nl | kicad-doc-pl | kicad-doc-ru
  kicad-packages3d
다음 새 패키지를 설치할 것입니다:
  kicad kicad-demos kicad-footprints kicad-libraries kicad-symbols
  kicad-templates xsltproc
0개 업그레이드, 7개 새로 설치, 0개 제거 및 0개 업그레이드 안 함.
26.4 M바이트 아카이브를 받아야 합니다.
이 작업 후 194 M바이트의 디스크 공간을 더 사용하게 됩니다.
계속 하시겠습니까? [Y/n] 

4.2. Install additional packages
# apt install kicad-packages3d=5.0.0~rc1+dfsg1+20180318-1
패키지 목록을 읽는 중입니다... 완료
의존성 트리를 만드는 중입니다      
상태 정보를 읽는 중입니다... 완료
추천하는 패키지:
  kicad
다음 새 패키지를 설치할 것입니다:
  kicad-packages3d
0개 업그레이드, 1개 새로 설치, 0개 제거 및 0개 업그레이드 안 함.
311 M바이트 아카이브를 받아야 합니다.
이 작업 후 4,612 M바이트의 디스크 공간을 더 사용하게 됩니다.
받기:1 http://ftp.de.debian.org/debian experimental/main amd64 kicad-packages3d all 5.0.0~rc1+20180318-1 [311 MB]
내려받기 154 M바이트, 소요시간 3분 4초 (841 k바이트/초)                       
Selecting previously unselected package kicad-packages3d.
(데이터베이스 읽는중 ...현재 314935개의 파일과 디렉터리가 설치되어 있습니다.)
Preparing to unpack .../kicad-packages3d_5.0.0~rc1+20180318-1_all.deb ...
Unpacking kicad-packages3d (5.0.0~rc1+20180318-1) ...
kicad-packages3d (5.0.0~rc1+20180318-1) 설정하는 중입니다 ...

5. Mark kicad packages to be prevented from downgrade.
# apt-mark hold kicad kicad-demos kicad-footprints kicad-symbols kicad-templates kicad-libraries
kicad was already set on hold.
kicad-demos set on hold.
kicad-footprints set on hold.
kicad-symbols set on hold.
kicad-templates set on hold.
kicad-libraries set on hold.

References

https://bugs.debian.org/cgi-bin/bugreport.cgi?bug=895008
https://people.debian.org/~tijuca/kicad/
https://packages.debian.org/experimental/amd64/kicad/download

2018년 4월 13일 금요일

Turn off power management of bluetooth mouse (i.e. Microsoft Designer Mouse)

/etc/bluetooth/input.conf

# Configuration file for the input service

# This section contains options which are not specific to any
# particular interface
[General]

# Set idle timeout (in minutes) before the connection will
# be disconnect (defaults to 0 for no timeout)
#IdleTimeout=30
IdleTimeout= 0

# Enable HID protocol handling in userspace input profile
# Defaults to false (HIDP handled in HIDP kernel module)
#UserspaceHID=true

reboot.

2018년 4월 11일 수요일

Install QTCreator in Debian

# apt install qtcreator qtbase5-dev libqt5serialport-dev


How to use USB4000 Spectrometer in Linux system (Debian)

There are two kinds of tools that cooperate USB4000 under GNU Debian distribution.
The first one is that C/C++ interface comes from OceanOptics Official, and the other is that the Python package was made as Open Source contribution.


1. Preliminary


The first thing to do before tools installation is to configure the system allowing any one to access the USB4000 without root premission.


1.1. Download SeaBreeze (i.e. OceanOptics Official tool for linux system).

https://sourceforge.net/projects/seabreeze/?source=typ_redirect





1.2. Extract *.zip file and copy the rules file into system.


With root permission,


# cp seabreeze-3.0.11/SeaBreeze/os-support/linux/10-oceanoptics.rules /etc/dev/rules.d/


1.3.  Plugin USB4000 and verify the connection.
 

You can see the USB4000 with Vendor ID: 0x2457 and Product ID: 0x1022.


2. OceanOptics' Offical Tool (i.e. SeaBreeze)


The tool contains C/C++ api, utilities and test codes.



2.1. Register the library path.


Before the compilation, load library path has to be registered.


# cd ~/seabreeze-3.0.11/SeaBreeze

#  export LD_LIBRARY_PATH="$PWD/lib"


2.2. Compilation with some errors and modification.


Once compiling the SeaBreeze, many errors are poped out that is actually kinds of warnings for c++11 deprecation.


This kinds of erros could be removed by comment out '-Werror' option.




2.3. Install dependencies.


# apt install libusb-dev, ....


2.4. Complete compilation.


# make


2.5. Execution of test code.

# ./test/seabreeze_test_posix




3. Open Sourced Toolkit (linux drivers for usb spectrometers)

This tool is open source tool that supports several usb spectrometers (i.e. avantes, hamamatsu, and OceanOptics). That is basically written by Python script, and internally using Kernel interface or Libusb. In otherwords, it do not requires any kinds of additional kernel driver.

3.1. Download python package.


Click Download Snapshot.

3.2. Install dependencies.

# pip install numpy, matlibplot, pyusb

3.3. Modification for visualizing live graph.

#!/usr/bin/env python3 -w

# python module to communicate with an Ocena Optics USB spectrometer
#
# Copyright (C) Wolfgang Schoenfeld (wolfgang.schoenfeld@hzg.de) and
#               Carsten Frank       (carsten.frank@hzg.de)
#
#       This program is free software; you can redistribute it and/or
#       modify it under the terms of the GNU General Public License as
#       published by the Free Software Foundation, version 2.
#
# This module is suitable to control a Avantes USB spectrometer. The following
# types are supported:
# - USB 4000
# - probably USB 2000

# C H A N G E S #
# 28. 07. 2012 Carsten Frank
# - created based on the Hamamatsu code
# - also based on the documentation given in the USB4000-OEM_Data-Sheet.pdf
#   which is publicly available (http://www.oceanoem.com/).

from __future__ import print_function

import os
import os.path
import re
import time
import sys
import numpy as np
import multiprocessing
import ctypes
import matplotlib.pyplot as plt
import matplotlib.animation as animation
from matplotlib import style
#import cv2

#sys.path.append('/home/carsten/Programme/python/FiaSia')
#sys.path.append('/home/carsten/Programme/python')
#from findUSBserialDevice import getDeviceFileFromAddress, testAddress

import usb.core, usb.util

USB_USBSPEC_VENDOR_ID = 0x2457
USB_USBSPEC_PRODUCT_ID_USB4000 = 0x1022
USB_USBSPEC_PRODUCT_ID_USB650 = 0x1014   # not working, kept for future use
PIXEL_COUNT_USB4000 = 3840

class USB4000: ## GUI OoUSB4000 ## Adds this device to the spectrometers listed in the GUI
    '''Connect to a Ocean Optics mini spectrometer via USB. '''

    # device name should be either the USB-address or the serial numer
    def __init__(self, deviceName = None):
        # the device name would be the 'device' in the "/dev/" folder (linux)
        self.deviceName   = None
        self.serialNumber = None

        # Only needed for pyUSB. Checks if the configuration was already set.
        self.configurationSet = False

        # self.usedInterface is set in findAllConnectedSpectrometers
        # self.usedInterface equals None if no device is found
        devNotFound = True

        # If no spectrometer is foud this function complains and exits!
        self.specs = self._findAllConnectedSpectrometers()

        if self.usedInterface == 'pyusb':
                if  deviceName == None:
                        # use the 'first' spectrometer
                        self.serialNumber = self.specs.keys()[0]
                        self.deviceName   = None
                        self.basePath     = None
                        devNotFound = False
                else:
                        # only the serial number would be delivered as device name in this context (pyusb)
                        if self.specs.has_key(deviceName):
                                self.serialNumber = key
                                self.deviceName   = None
                                self.basePath     = None
                                devNotFound       = False

        elif self.usedInterface == 'kernel':
                if  deviceName == None:
                        # use random device (if more than one device is attached)
                        self.serialNumber = self.specs.keys()[0]
                        self.deviceName = self.specs[self.serialNumber][0]
                        self.basePath = os.path.join("/sys/bus/usb/drivers/usbhspec/", self.specs[self.serialNumber][1])
                        devNotFound = False
                else:
                        # if it is an valid usb address like '8-2:1.0'
                        if testAddress(deviceName):
                                for key, value in self.specs.iteritems():
                                        if value[1] == deviceName:
                                                self.deviceName = value[0]
                                                self.basePath = os.path.join("/sys/bus/usb/drivers/usbhspec/", value[1])
                                                devNotFound = False
                                                break
                        else:
                                for key, value in self.specs.iteritems():
                                        if value[0] == deviceName:
                                                self.deviceName = value[0]
                                                self.basePath = os.path.join("/sys/bus/usb/drivers/usbhspec/", value[1])
                                                devNotFound = False
                                                break
                                        if key == deviceName:
                                                self.deviceName = value[0]
                                                self.basePath = os.path.join("/sys/bus/usb/drivers/usbhspec/", value[1])
                                                devNotFound = False
                                                break

        if devNotFound == True:
                print('Device %s not found! Exiting ...'%(deviceName))
                sys.exit()

        if self.usedInterface == 'kernel':
                #: First calibration coefficient of the spectrometer. Pixel counting starts at 1!
                self.startWavelength = float(file(os.path.join(self.basePath,"a0")).read())
                #: Second calibration coefficient.
                self.firstKoeff      = float(file(os.path.join(self.basePath,"a1")).read())
                #: Third calibration coefficient.
                self.secondKoeff     = float(file(os.path.join(self.basePath,"a2")).read())
                #: Fourth calibration coefficient.
                self.thirdKoeff      = float(file(os.path.join(self.basePath,"a3")).read())
                #: Fifth calibration coefficient.
                self.fourthKoeff     = float(file(os.path.join(self.basePath,"a4")).read())
                #: Guess what!
                self.fifthKoeff      = float(file(os.path.join(self.basePath,"a5")).read())
                self.deviceName = file(os.path.join(self.basePath,"device_name")).read().strip()
                self.sensorName = file(os.path.join(self.basePath,"sensor_name")).read().strip()

                self.devicePath = "/dev/%s" % (self.deviceName)
        else: # self.usedInterface == 'pyusb'
                # we do know the serialNumber!

                value = self.specs[self.serialNumber]
                dev = value[3]

                # create endpoints

                cfg = dev.get_active_configuration()
                interface_number = cfg[(0,0)].bInterfaceNumber
                alternate_setting = usb.control.get_interface(dev, interface_number)
                intf = usb.util.find_descriptor(cfg, bInterfaceNumber = interface_number,bAlternateSetting = alternate_setting)

                self.ep1Out = usb.util.find_descriptor(intf, custom_match = lambda e: e.bEndpointAddress == 0x01)
                self.ep1In  = usb.util.find_descriptor(intf, custom_match = lambda e: e.bEndpointAddress == 0x81)
                self.ep2    = usb.util.find_descriptor(intf, custom_match = lambda e: e.bEndpointAddress == 0x82)
                self.ep6    = usb.util.find_descriptor(intf, custom_match = lambda e: e.bEndpointAddress == 0x86)

                #: Get start wavelength
                self.startWavelength = self._query(0x01, "num")
                #: Second calibration coefficient.
                self.firstKoeff      = self._query(0x02, "num")
                #: Third calibration coefficient.
                self.secondKoeff     = self._query(0x03, "num")
                #: Fourth calibration coefficient.
                self.thirdKoeff      = self._query(0x04, "num")
                #: Fifth calibration coefficient.
                self.fourthKoeff     = 0.0
                #: Guess what!
                self.fifthKoeff      = 0.0
                self.sensorName = ''

                self.deviceName = dev


        # Default
        self.pixelOffset = 0
        # S10420-1006/-1106 CCD image sensor see documentation (Device structure)
        if (self.sensorName == "S10420-1106") or (self.sensorName == "S10420-1006"):
                self.pixelOffset = 10
                print("Sensor '%s' means pixel offset of %d" % (self.sensorName, self.pixelOffset))
        elif (self.sensorName.find("S8377") > -1) or (self.sensorName.find("S8378") > -1):
                self.pixelOffset = 0
                print("Sensor '%s' means pixel offset of %d" % (self.sensorName, self.pixelOffset))



        # gereate wavelength array
        self.wlArr = np.zeros(PIXEL_COUNT_USB4000)
        for pix in range(PIXEL_COUNT_USB4000):
                self.wlArr[pix] = self.startWavelength       + \
                                   pix *   self.firstKoeff   + \
                                  (pix**2)*self.secondKoeff  + \
                                  (pix**3)*self.thirdKoeff   + \
                                  (pix**4)*self.fourthKoeff  + \
                                  (pix**5)*self.fifthKoeff
        print(self.wlArr)

    def findAllConnectedSpectrometers(self):
            return self.specs
    def _findAllConnectedSpectrometers(self):
        """Function to find all connected USB-spectrometers

        Returns a list/dictionary? with spectrometers containing:
        - device name
        - serial number
        - start wavelength
        """

        specs = {}
        self.usedInterface = "kernel"

        basePath = "/sys/bus/usb/drivers/usbhspec/"
        if not os.path.exists(basePath):
                self.usedInterface = "pyusb"
                print("No spectrometer found using the kernel module.")
                print("Now testing pyusb!")

        if self.usedInterface == "kernel":
                fList = os.listdir(basePath)

                for i in fList:
                        mtch = re.search("\d\-\d.*\:\d+\.\d+", i)
                        if mtch:
                                serNr = open(os.path.join(basePath, i, "serial_number"), "r").read().strip()
                                res = getDeviceFileFromAddress("usb", i)
                                if len(res) <> 1:
                                        print("Something went wrong. I found two USB devices with the same path!")
                                        for i in res:
                                                print(i)
                                        print("PLEASE call someone (Carsten) who knows what to do now!")
                                        sys.exit()

                                specs[serNr] = (res[0][0], i, "%.0f" % (float(file(os.path.join(basePath, i,"a0")).read())))
        elif self.usedInterface == "pyusb":
                # use the pyusb interface (only ONE of these interfaces WILL work)
                devs = list(usb.core.find(idVendor=USB_USBSPEC_VENDOR_ID, idProduct=USB_USBSPEC_PRODUCT_ID_USB4000, find_all=True))
                #devs = usb.core.find(idVendor=USB_USBSPEC_VENDOR_ID, idProduct=USB_USBSPEC_PRODUCT_ID_USB650, find_all=True)
                if len(devs) > 0:
                        print("Found %d spectrometer(s) via pyusb!" % (len(devs)))
                else:
                        print("Also no spectrometer found using pyusb.")

                # find alls connected devices
                for dev in devs:
                        #dev.set_configuration()
                        #cfg = dev.get_active_configuration()
                        #interface_number = cfg[(0,0)].bInterfaceNumber
                        #alternate_setting = usb.control.get_interface(dev, interface_number)
                        #intf = usb.util.find_descriptor(cfg, bInterfaceNumber = interface_number,bAlternateSetting = alternate_setting)

                        cfg=dev[0]
                        intf=cfg[(0, 0)]

                        self.ep1Out=intf[0]
                        self.ep1In =intf[3]

                        #self.ep1Out = usb.util.find_descriptor(intf, custom_match = lambda e: e.bEndpointAddress == 0x01)
                        #self.ep1In  = usb.util.find_descriptor(intf, custom_match = lambda e: e.bEndpointAddress == 0x81)

                        readSuccess = False
                        while not readSuccess:
                                # INITIALIZE
                                self.ep1Out.write(chr(0x01))
                                time.sleep(0.5)
                                readSuccess = True
                                # get integration time

                                #self.ep1Out.write(chr(0xfe))
                                #try:
                                        #res = self.ep1In.read(64)
                                        #readSuccess = True
                                #except usb.core.USBError:
                                        #print "Failed"
                                        #pass

                        #int_time = (res[5]<<24 br="" res="">                        #print int_time

                        # get necessary data for all devices {'510C2114': ('usbhspec0', '5-2:1.0', '324'  )}
                        #                                    { serialNo : ( 'pyusb'   ,  None    , firstWL)}
                        # get serial number
                        serNr = self._query(0x00, "str")
                        # get a0
                        a0 = self._query(0x01, "num")
                        del(self.ep1Out, self.ep1In)
                        specs[serNr] = ( 'pyusb'   ,  None    ,  "%.0f" % (float(a0)), dev)
        else:
                print("This point should never be reached!")
                sys.exit()

        if len(specs) == 0:
                self.usedInterface = None

        return specs

    def _query(self, byte, decode=None):
        self.ep1Out.write(chr(0x05) + chr(byte))
        res = self.ep1In.read(64)
        if   decode == 'str':
            s   = ''.join(map(chr,res[2:])).rstrip()
            res = s.replace('\x00','')
            res = res.replace('\xa4','')
        elif decode == 'num':
            s   = ''.join(map(chr,res[2:])).rstrip()
            res = s.replace('\x00','')
            res = res.replace('\xa4','')  #FIXME: ??
            res = float(res)
        return res

    def setIntegrationTime(self, intTime, test=True):
        # integration_time possible values between 10 - 65535000 (in usec)
        if (intTime < 10) or  (intTime > 65535000):
                print("USB4000.setIntegrationTime : Integration Time not allowed! please use vaues between")
                print("10 and 65535000 us")
                return False
        while True:
                if   self.usedInterface == 'pyusb':
                        c = []
                        c.append( intTime        & 0xFF )
                        c.append((intTime >>  8) & 0xFF )
                        c.append((intTime >> 16) & 0xFF )
                        c.append((intTime >> 24) & 0xFF )
                        self.ep1Out.write(chr(0x02) + bytearray(c))
                else:
                        print("Interface not yet implemented")
                        sys.exit()

                if not test:
                        break
                time.sleep(.01)
                devIT = self.getIntegrationTime()
                print("setIntTime : %d  ----  deviceIntTime : %d" % (devIT, intTime))
                if devIT == intTime:
                        break
                if (time.time() - startT) > 1.0:
                        return False
        self.integrationTime = intTime
        return True

    def getIntegrationTime(self):
        # integration_time possible values between 10000 and 10000000 (in usec)
        if   self.usedInterface == 'pyusb':

                startT = time.time()
                self.ep1Out.write(chr(0xfe))
                res    = self.ep1In.read(64)
                #while len(res) <> 4:
                        #print("--------------------------------- getIntegrationTime -- Answer incorrect (too long or too short)!")
                        #time.sleep(.01)
                        #res    = self.deviceName.ctrl_transfer(bmRequestType = 0xc0, bRequest = 0x0b, wValue = 0x01, wIndex = 0x00, data_or_wLength = 4, timeout = 2000)
                        #if (time.time() - startT) > .5:
                                #raise
                intTime = (res[5] << 24) + (res[4] << 16) + (res[3] << 8) + res[2]
        elif self.usedInterface == 'kernel':
                print("Interface not yet implemented")
                sys.exit()
        return intTime

    def getSensorName(self):
        return self.sensorName

    def getSerialNumber(self):
        return self.serialNumber

    def getSpectrum(self, timeout = None):
        """This function grabs spectral data from the spectrometer. Addidtional
        information is also encoded in the data read from the interface so
        take nothing for granted!

        I've got two different spectrometers from which I tried to conclude
        what to do with the data. I may have made invalid assumptions!

        You have to read 0x1040 bytes of data. These are 16bit numbers so it does
        make sense to calculate these numbers from the data and the only use those
        integers.

        The first number (16 bit in this context) was alwas 2. That only changes
        if you read data if the spectrometer is not yet ready (integration time).
        If the spectrometer isn't ready all numers are zero.

        The second number is an index which is 0,1 or 2 and just counts up.

        Third is the amount of active pixels (in contrast to the amount of pixels
        sixth number (index 5)). Please see the documentation to your image sensor
        (e.g. S10420-1106 from Hamamtsu).

        Forth (index 3) is the most important number because it says where to find
        the first pixel in the whole dataset of 0x1040/2 = 0x820 16bit numbers.

        The fifth seems to be the end index because startIndex + amountOfPixels = endIndex
        HOWEVER in my case the end index is higer than 0x820 which means that I can be
        very wrong with my interpretation.

        In my case and using the S10420-1106 sensor I found that the first four numbers
        of the spectrum (starting with startIndex) seem to be darkened pixels. You can
        increase the integration time as much as you wish these numbers stay (more or less)
        the same. Use at your own risc!

        Actually the spectrum seems to start at startIndex + 10 pixels/numbers which was
        veryfied for MY spectrometer with a really good and freshly checked laboratory
        spectrometer from Perkin Elmer (wavelength correctness was checkt with the aid of
        special filters).
        So I calculate the start of the spectrum unsing
        startSpectrum = startIndex + (amountOfPixels - amountOfActivePixels) / 2
        which seems to make sense.

        The wavelength correctness was VERY good compared to spectrometers from avantes,
        ocean optics and trios. We estimat an offset of about .4 nm over the whole spectrum
        which lies in the tolerance of of our measurement setup.
        """

        if timeout == None:
                timeout = self.integrationTime / 1000000.0 * 2.1
        startT = time.time()
        while 1:
                #: Grab data from the interface
                if self.usedInterface == 'pyusb':
                        # ask for the data
                        self.ep1Out.write(chr(0x09))
                        resArr = np.zeros(256 * 15)
                        resArrIndex = 0
                        # read four times from endpoint 6 an four times from ep2
                        while 1:
                                try:
                                        res = self.ep6.read(512)
                                except usb.core.USBError:
                                        if (time.time() - startT) > timeout:
                                                raise usb.core.USBError("Timeout")
                                        time.sleep(.01)
                                        continue
                                else:
                                        break

                        for i in range(0,len(res),2):
                                resArr[resArrIndex] = (res[i+1] << 8) + res[i]
                                resArrIndex += 1


                        for i in range(3):
                            res = self.ep6.read(512)
                            for i in range(0,len(res),2):
                                resArr[resArrIndex] = (res[i+1] << 8) + res[i]
                                resArrIndex += 1
                        for i in range(4,15):
                            res = self.ep2.read(512)
                            for i in range(0,len(res),2):
                                resArr[resArrIndex] = (res[i+1] << 8) + res[i]
                                resArrIndex += 1
                        sync_packet = self.ep2.read(1)
                        return resArr
                else:
                        return None

        return resArr

def frange(start, end=None, inc=None):
    "A range function, that does accept float increments..."

    if end == None:
        end = start + 0.0
        start = 0.0

    if inc == None:
        inc = 1.0

    L = []
    while 1:
        next = start + len(L) * inc
        if inc > 0 and next >= end:
            break
        elif inc < 0 and next <= end:
            break
        L.append(next)

    return L

pauseEvent = False
animationHandle = None

def main(argv):
    global animationHandle
    
    ham = USB4000()
    #print ham.findAllConnectedSpectrometers()
    ham.setIntegrationTime(100000)
    res = ham.getSpectrum()
    print(res, len(res), max(res))
    
    fig = plt.figure()
    fig.suptitle('Demo. of Spectrometer')

    ax = fig.add_subplot(1, 1, 1)
    #plt.axis([0, len(res), 0, 40000])
    
    '''
    li, = ax.plot(ham.wlArr, res, c='r')
    #ax.relim()
    #ax.autoscale_view(True, True, True)
    #fig.canvas.draw()
    plt.show(block=False)

    while True:
        try:
            res = ham.getSpectrum()
            li.set_ydata(res)
            fig.canvas.draw()
        except KeyboardInterrupt:
            break

    '''
    def draw_spectrum(i):
        res = ham.getSpectrum()
        ax.clear()
        ax.set_title('USB4000')
        #ax.set_xlim(ham.wlArr.min(), ham.wlArr.max())
        #ax.set_ylim(0, 36000)
        ax.set_xlabel('Wavelength')
        ax.set_ylabel('Intensity')
        ax.plot(ham.wlArr, res, c='r')
        
    ax.relim()
    ax.autoscale_view(True, True, True)
    animationHandle = animation.FuncAnimation(fig, draw_spectrum, blit=False, interval=1, repeat=True)
    
    def on_click(event):
        global pauseEvent
        global animationaHandle
        #print('clicked')
        pauseEvent ^= True
        if pauseEvent:
            animationHandle.event_source.stop()
        else:
            animationHandle.event_source.start()

    fig.canvas.mpl_connect('button_press_event', on_click)

    plt.show()
    
    return 0
    
if __name__ == '__main__':
    sys.exit(main(sys.argv))


3.4. Execution.




4. References

https://sourceforge.net/projects/seabreeze/?source=typ_redirect

https://sourceforge.net/p/usbspecdrivers/wiki/Installation/