Add referance data & x2s5829

canny_shock_finder.py

@@ -13,13 +13,15 @@ IEEE Transactions on pattern analysis and machine intelligence, (6), 679-698.
 Chris James (c.james4@uq.edu.au) - 04/07/17
 """
 
-VERSION_STRING = "15-Oct-2024"
+# Amened by Cal Wing to make the function not print
+
+VERSION_STRING = "17-Oct-2024"
 
 def canny_shock_finder(time_list, pressure_list, sigma = 4, derivative_threshold = 0.001, auto_derivative = False, post_suppression_threshold = 0.05,
                        post_shock_pressure = None, start_time = None, find_second_peak = None, plot = True, plot_scale_factor = None,
                        amount_of_values_before_and_after = 100, time_unit = 's', y_label = 'Pressure (kPa)', plot_title = 'canny shock finding result',
                        return_processing_lists = False, calculate_automatic_derivative_threshold = False,
-                       check_canny_runtime = False, plot_time_unit = 's', plot_time_scale = 1.0):
+                       check_canny_runtime = False, plot_time_unit = 's', plot_time_scale = 1.0, print_func=print):
     
 
     """
@@ -116,6 +118,14 @@ def canny_shock_finder(time_list, pressure_list, sigma = 4, derivative_threshold
         time units. Defaults to 1.0 (so no change if time units are seconds).
     """
 
+    # Make the function silent / have print overridable 
+    if print_func is None:
+        def noop(*args, **kwargs):
+            pass
+        print = noop
+    else:
+        print = print_func
+
     if check_canny_runtime:
         import time
 

data/referance/x2s5820/x2s5820.config

@@ -0,0 +1,47 @@
+# x2s5820 config file
+# This files contains a text version of the National Instruments PXI unit configuration data.
+# Channels are represented as one line per configured signal with tab-separated values.
+#
+# Line content and types of values (first item is item 0):
+# i  item            type        comments
+# --------------------------------------------------------------------------------------------------------
+# 0  signal name     string    
+# 1  channel ID      string    legacy I/O channel designation
+# 2  external gain   float     1 if there is no external amplifier connected
+# 3  sensitivity     float     volts per measured unit (of the transducer)
+# 4  units           string    name of units for physical quantity (e.g. kPa)
+# 5  position        float     position of transducer (in mm)
+# 6  serial number   string    transducer identity 
+# 7  PXI channel ID  string    non-legacy channel ID and trigger source
+#---------------------------------------------------------------------------------------------------------
+
+sd1            	2 0 9	     1	9.500000E-4	kPa	0.000	112A24-9609    	PXI1Slot2/ai0	
+sd2            	2 1 9	     1	9.500000E-4	kPa	0.000	113A22-9535    	PXI1Slot2/ai1	
+sd3            	2 3 9	     1	6.820000E-4	kPa	0.000	112A24-2676    	PXI1Slot2/ai3	
+st1            	2 4 9	     1	1.482000E-2	kPa	0.000	112A22-35071   	PXI1Slot2/ai4	
+st2            	5 4 9	     1	1.168700E-2	kPa	0.000	112A22-35070   	PXI1Slot5/ai4	
+st3            	2 6 9	     1	1.450000E-2	kPa	0.000	112A22-19126   	PXI1Slot2/ai6	
+at1            	3 0 9	     1	1.443000E-2	kPa	0.000	112A22-35098   	PXI1Slot3/ai0	
+at2            	3 1 9	     1	1.450000E-2	kPa	0.000	112A22-9050    	PXI1Slot3/ai1	
+at3            	3 2 9	     1	1.447980E-2	kPa	0.000	112A22-19124   	PXI1Slot3/ai2	
+at4            	3 3 9	     1	1.435000E-2	kPa	0.000	112A22-34424   	PXI1Slot3/ai3	
+at5            	3 4 9	     1	1.447000E-2	kPa	0.000	112A22-34425   	PXI1Slot3/ai4	
+at6            	3 5 9	     1	1.442000E-2	kPa	0.000	112A22-34426   	PXI1Slot3/ai5	
+at7            	2 7 9	     1	1.451000E-2	kPa	0.000	112A22-35096   	PXI1Slot2/ai7	
+at8            	3 7 9	     1	1.490000E-2	kPa	0.000	112A22-35079   	PXI1Slot3/ai7	
+pimax4         	5 1 9	     1	1.000000E-3	mV	0.000	pimax4         	PXI1Slot5/ai1	
+trigbox        	5 7 9	     1	1.000000E-3	mV	0.000	trigbox        	PXI1Slot5/ai7(Trigger)	
+trigbox_delay  	5 5 9	     1	1.000000E-3	mV	0.000	trigbox_delay  	PXI1Slot5/ai5	
+pt1            	5 2 9	     1	8.500000E-4	kPa	0.000	SN-22554       	PXI1Slot5/ai2	
+irc800         	8 4 9	     1	1.000000E-3	mV	0.000	irc800         	PXI1Slot8/ai4	
+shimadzu       	8 6 9	     1	1.000000E-3	mV	0.000	shimadzu       	PXI1Slot8/ai6	
+pimax3         	8 7 9	     1	1.000000E-3	mV	0.000	pimax3         	PXI1Slot8/ai7	
+Phantom        	8 2 9	     1	1.000000E-3	mV	0.000	phantom        	PXI1Slot8/ai2	
+pt2            	6 1 9	     1	1.440000E-3	kPa	0.000	SN 22556       	PXI1Slot6/ai1	
+pt3            	6 2 9	     1	1.810000E-3	kPa	0.000	SN 7446        	PXI1Slot6/ai2	
+pt4            	6 3 9	     1	7.300000E-4	kPa	0.000	SN LW30649     	PXI1Slot6/ai3	
+pt5            	8 3 9	     1	7.350000E-4	kPa	0.000	SN LW30651     	PXI1Slot8/ai3	
+pt6            	6 5 9	     1	7.290000E-4	kPa	0.000	SN LW30652     	PXI1Slot6/ai5	
+pt7            	6 6 9	     1	7.220000E-4	kPa	0.000	SN 22514       	PXI1Slot6/ai6	
+pt8            	3 6 9	     1	1.430000E-3	kPa	0.000	SN 16785       	PXI1Slot3/ai6	
+pt9            	5 0 9	     1	1.010000E-3	kPa	0.000	SN 7430        	PXI1Slot5/ai0	

data/referance/x2s5820/x2s5820.txt

@@ -0,0 +1,136 @@
+--------------------------------------------------------------------------------
+Project.........................................Mars entry non-equilibrium expanding flows
+Run number................................ x2s5820
+Date............................................10/10/2024
+Blame...........................................Mragank, Matt
+Condition................................... Mars condition, high density, Mars mixture
+Reservoir.....................................  6.75 MPa
+Driver............................................83520 Pa 90% He, 92.8 kPa Argon
+Primary diaphragm.................... 2 mm scored, cold rolled steel 6U374
+Shock tube................................... 13000 Pa ( Mars mixture)
+Secondary diaphragm................  10 micron mylar
+Acceleration tube....................... 650 Pa lab air (set on new gauge on the bottom of the dump tank)
+Trig.............................................. Pt5 (changed as wedge is ahead of pitot probes) slot8ai3 on tee piece 8ai4 - cable pt5
+Lab environment...................... N/A
+Driver Condition........................x2-lwp-2.0-90-0
+
+
+
+
+--------------------------------------------------------------------------------
+EXPERIMENT SETUP
+
+pitot rake
+
+
+
+--------------------------------------------------------------------------------
+EQUIPMENT
+--------------------------------------------------------------------------------
+
+1x photodiode (350 - 1100nm)
+1xShimadzu -- in use
+1xmini-spec (200-1000nm)
+Phantom
+
+
+
+-------------------------- SUSS Spectral Overview ----------------------------
+--------------------------------------------------------------------------------
+Dichroic 1 (UV/VIS):  DMLP650L
+Dichroic 2 (VIS/IR): DMLP900L
+UV FOV: 8mm 
+VIS FOV: 8mm
+IR FOV: 8mm
+
+--------------------------------------------------------------------------------
+---UV---
+--------------------------------------------------------------------------------
+Spectrometer: Acton Spectrapro 2300i
+Centre Wavelength: 430
+Grating: 150
+Camera: PIMAX3
+Gain: 60
+Delay: 45 us
+Exposure: 20 us
+Trigger level: 1 V
+Slit: 100 um
+Filter: N/A 
+Trigger: A5 cable from trigger box port 0
+Monitor: DB1 Cable 
+Phosphor decay delay: default
+Phsophor decal resolution: default
+Aperture::12.5 mm
+
+--------------------------------------------------------------------------------
+---Visible---
+--------------------------------------------------------------------------------
+Spectrometer: Acton Spectrapro 2300i
+Centre Wavelength: 775
+Grating: 150
+Camera: PIMAX4
+Gain: 50
+Delay: 45 us
+Exposure:  20 us
+Trigger level: 1V
+Slit:  100 um
+Filter: 
+Trigger: A3 cable  from trigger box port 0
+Monitor: T1 Cable 
+Aperture:  12.5 mm
+
+--------------------------------------------------------------------------------
+---IR---
+--------------------------------------------------------------------------------
+Spectrometer: Acton Spectrapro 2500
+Centre Wavelength: 1300
+Grating: 75
+Camera: IRC800
+Delay:  105us setted in DAQ with 320 counts
+Exposure:  20 us
+Slit:  1000 um
+Filter: 
+Trigger: T2 cable from trigger box port1
+Monitor: PDTP1G Cable 
+Aperture: 12.5 mm
+
+--------------------------------------------------------------------------------
+
+--------------------------------------------------------------------------------
+Shimadzu
+--------------------------------------------------------------------------------
+
+Window : BK7 Diam 209mm top
+Lens: Nikon AF Micro NIKKOR 200MM  with 780-unknown? filter
+Aperture-Number 16
+Frame Rates 500.000  kFPS 
+Exposure: 1/2
+Gain: x2(/x50) 
+Mode: External
+Trigger @:  0/0 (0-99=100frames)
+point: 10
+Delay: 0 microseconds
+Polarity: Pos
+Monitor Expose: off
+Filter:
+Cables: Trigger: H6 cable from trigger box port 2
+Monitor: H4 Cable
+ 
+--------------------------------------------------------------------------------
+PHOTODIODE 
+--------------------------------------------------------------------------------
+N/A
+
+--------------------------------------------------------------------------------
+MINI-SPEC (200 - 1000nm)
+--------------------------------------------------------------------------------
+N/A
+
+
+LOG
+X2s5815
+Bad shot - very messy - oring ruptured in the secondary may have over pressurised with additional  LAB Air.
+X2s5816
+Fired at 1.32Pa instead of 13.2pa.....
+
+

data/referance/x2s5821/x2s5821.config

@@ -0,0 +1,48 @@
+# x2s5821 config file
+# This files contains a text version of the National Instruments PXI unit configuration data.
+# Channels are represented as one line per configured signal with tab-separated values.
+#
+# Line content and types of values (first item is item 0):
+# i  item            type        comments
+# --------------------------------------------------------------------------------------------------------
+# 0  signal name     string    
+# 1  channel ID      string    legacy I/O channel designation
+# 2  external gain   float     1 if there is no external amplifier connected
+# 3  sensitivity     float     volts per measured unit (of the transducer)
+# 4  units           string    name of units for physical quantity (e.g. kPa)
+# 5  position        float     position of transducer (in mm)
+# 6  serial number   string    transducer identity 
+# 7  PXI channel ID  string    non-legacy channel ID and trigger source
+#---------------------------------------------------------------------------------------------------------
+
+sd1            	2 0 9	     1	9.500000E-4	kPa	0.000	112A24-9609    	PXI1Slot2/ai0	
+sd2            	2 1 9	     1	9.500000E-4	kPa	0.000	113A22-9535    	PXI1Slot2/ai1	
+sd3            	2 3 9	     1	6.820000E-4	kPa	0.000	112A24-2676    	PXI1Slot2/ai3	
+st1            	2 4 9	     1	1.482000E-2	kPa	0.000	112A22-35071   	PXI1Slot2/ai4	
+st2            	5 4 9	     1	1.168700E-2	kPa	0.000	112A22-35070   	PXI1Slot5/ai4	
+st3            	2 6 9	     1	1.450000E-2	kPa	0.000	112A22-19126   	PXI1Slot2/ai6	
+at1            	3 0 9	     1	1.443000E-2	kPa	0.000	112A22-35098   	PXI1Slot3/ai0	
+at2            	3 1 9	     1	1.450000E-2	kPa	0.000	112A22-9050    	PXI1Slot3/ai1	
+at3            	3 2 9	     1	1.447980E-2	kPa	0.000	112A22-19124   	PXI1Slot3/ai2	
+at4            	3 3 9	     1	1.435000E-2	kPa	0.000	112A22-34424   	PXI1Slot3/ai3	
+at5            	3 4 9	     1	1.447000E-2	kPa	0.000	112A22-34425   	PXI1Slot3/ai4	
+at6            	3 5 9	     1	1.442000E-2	kPa	0.000	112A22-34426   	PXI1Slot3/ai5	
+at7            	2 7 9	     1	1.451000E-2	kPa	0.000	112A22-35096   	PXI1Slot2/ai7	
+at8            	3 7 9	     1	1.490000E-2	kPa	0.000	112A22-35079   	PXI1Slot3/ai7	
+pimax4         	5 1 9	     1	1.000000E-3	mV	0.000	pimax4         	PXI1Slot5/ai1	
+trigbox        	5 7 9	     1	1.000000E-3	mV	0.000	trigbox        	PXI1Slot5/ai7(Trigger)	
+trigbox_delay  	5 5 9	     1	1.000000E-3	mV	0.000	trigbox_delay  	PXI1Slot5/ai5	
+pt1            	5 2 9	     1	8.500000E-4	kPa	0.000	SN-22554       	PXI1Slot5/ai2	
+irc800         	8 4 9	     1	1.000000E-3	mV	0.000	irc800         	PXI1Slot8/ai4	
+shimadzu       	8 6 9	     1	1.000000E-3	mV	0.000	shimadzu       	PXI1Slot8/ai6	
+pimax3         	8 7 9	     1	1.000000E-3	mV	0.000	pimax3         	PXI1Slot8/ai7	
+Phantom        	8 2 9	     1	1.000000E-3	mV	0.000	phantom        	PXI1Slot8/ai2	
+pt2            	6 1 9	     1	1.440000E-3	kPa	0.000	SN 22556       	PXI1Slot6/ai1	
+pt3            	6 2 9	     1	1.810000E-3	kPa	0.000	SN 7446        	PXI1Slot6/ai2	
+pt4            	6 3 9	     1	7.300000E-4	kPa	0.000	SN LW30649     	PXI1Slot6/ai3	
+pt5            	8 3 9	     1	7.350000E-4	kPa	0.000	SN LW30651     	PXI1Slot8/ai3	
+pt6            	6 5 9	     1	7.290000E-4	kPa	0.000	SN LW30652     	PXI1Slot6/ai5	
+pt7            	6 6 9	     1	7.220000E-4	kPa	0.000	SN 22514       	PXI1Slot6/ai6	
+pt8            	3 6 9	     1	1.430000E-3	kPa	0.000	SN 16785       	PXI1Slot3/ai6	
+pt9            	5 0 9	     1	1.010000E-3	kPa	0.000	SN 7430        	PXI1Slot5/ai0	
+photodiode     	8 0 9	     1	1.000000E+0	mV	0.000	photodiode     	PXI1Slot8/ai0	

data/referance/x2s5821/x2s5821.txt

@@ -0,0 +1,169 @@
+--------------------------------------------------------------------------------
+Project.........................................Mars entry non-equilibrium expanding flows
+Run number................................ x2s5820
+Date............................................10/10/2024
+Blame...........................................Mragank, Matt
+Condition................................... Mars condition, high density, Mars mixture
+Reservoir.....................................  6.75 MPa
+Driver............................................83520 Pa 90% He, 92.8 kPa Argon
+Primary diaphragm.................... 2 mm scored, cold rolled steel 6U374
+Shock tube................................... 13000 Pa ( Mars mixture)
+Secondary diaphragm................  10 micron mylar
+Acceleration tube....................... 650 Pa lab air (set on new gauge on the bottom of the dump tank)
+Trig.............................................. Pt5 (changed as wedge is ahead of pitot probes) slot8ai3 on tee piece 8ai4 - cable pt5
+Lab environment...................... N/A
+Driver Condition........................x2-lwp-2.0-90-0
+
+
+
+
+--------------------------------------------------------------------------------
+EXPERIMENT SETUP
+
+pitot rake
+
+
+
+--------------------------------------------------------------------------------
+EQUIPMENT
+--------------------------------------------------------------------------------
+
+1x photodiode (350 - 1100nm)
+1xShimadzu -- in use
+1xmini-spec (200-1000nm)
+Phantom
+
+
+
+-------------------------- SUSS Spectral Overview ----------------------------
+--------------------------------------------------------------------------------
+Dichroic 1 (UV/VIS):  DMLP650L
+Dichroic 2 (VIS/IR): DMLP900L
+UV FOV: 8mm 
+VIS FOV: 8mm
+IR FOV: 8mm
+
+--------------------------------------------------------------------------------
+---UV---
+--------------------------------------------------------------------------------
+Spectrometer: Acton Spectrapro 2300i
+Centre Wavelength: 430
+Grating: 150
+Camera: PIMAX3
+Gain: 60
+Delay: 45 us
+Exposure: 20 us
+Trigger level: 1 V
+Slit: 100 um
+Filter: N/A 
+Trigger: A5 cable from trigger box port 0
+Monitor: DB1 Cable 
+Phosphor decay delay: default
+Phsophor decal resolution: default
+Aperture::12.5 mm
+
+--------------------------------------------------------------------------------
+---Visible---
+--------------------------------------------------------------------------------
+Spectrometer: Acton Spectrapro 2300i
+Centre Wavelength: 775
+Grating: 150
+Camera: PIMAX4
+Gain: 50
+Delay: 45 us
+Exposure:  20 us
+Trigger level: 1V
+Slit:  100 um
+Filter: 
+Trigger: A3 cable  from trigger box port 0
+Monitor: T1 Cable 
+Aperture:  12.5 mm
+
+--------------------------------------------------------------------------------
+---IR---
+--------------------------------------------------------------------------------
+Spectrometer: Acton Spectrapro 2500
+Centre Wavelength: 1300
+Grating: 75
+Camera: IRC800
+Delay:  105us setted in DAQ with 320 counts
+Exposure:  20 us
+Slit:  1000 um
+Filter: 
+Trigger: T2 cable from trigger box port1
+Monitor: PDTP1G Cable 
+Aperture: 12.5 mm
+
+--------------------------------------------------------------------------------
+
+--------------------------------------------------------------------------------
+Shimadzu
+--------------------------------------------------------------------------------
+
+Window : BK7 Diam 209mm top
+Lens: Nikon AF Micro NIKKOR 200MM  with 780-unknown? filter
+Aperture-Number 16
+Frame Rates 500.000  kFPS 
+Exposure: 1/2
+Gain: x2(/x50) 
+Mode: External
+Trigger @:  0/0 (0-99=100frames)
+point: 10
+Delay: 0 microseconds
+Polarity: Pos
+Monitor Expose: off
+Filter:
+Cables: Trigger: H6 cable from trigger box port 2
+Monitor: H4 Cable
+ 
+--------------------------------------------------------------------------------
+PHOTODIODE 
+--------------------------------------------------------------------------------
+Location:                    Circle around stagnation point. 
+Filter:                          777nm hydrogen filter actually. not sure which one...
+Model number:         (350-1100)
+Lens:                           Unknown
+Gain:                           10
+Fibre optic cable:      Red
+Aperture:                    None
+BNC:                           A4 
+
+--------------------------------------------------------------------------------
+MINI-SPEC (200 - 1000nm)
+--------------------------------------------------------------------------------
+Location: Through-model looking out into the flow
+Filter: none
+Window: 3mm fused silica from OGP optics.
+Cable: New red cable
+Lens: N/A
+Delay:  105us setted in DAQ with 320 counts + 8 us internal 
+Integration time: 20 us
+H6 in port 1 
+Aperture: N/A
+
+--------------------------------------------------------------------------------
+Phantom
+--------------------------------------------------------------------------------
+
+Window : side
+Lens: Nikon AF Micro NIKKOR 105 mm focus
+Aperture-Number 18
+Frame Rates 110000.000  FPS 
+Exposure: 1 us
+Gain: N/A
+Mode: External
+Delay: 0 microseconds
+Polarity: Pos
+Monitor Expose: off
+Filter:
+Cables: Trigger: B3 cable from trigger box port 2
+Monitor: H4 Cable
+ 
+
+LOG
+X2s5815
+Bad shot - very messy - oring ruptured in the secondary may have over pressurised with additional  LAB Air.
+X2s5816
+Fired at 1.32Pa instead of 13.2pa.....
+
+

data/referance/x2s5822/x2s5822.config

@@ -0,0 +1,48 @@
+# x2s5822 config file
+# This files contains a text version of the National Instruments PXI unit configuration data.
+# Channels are represented as one line per configured signal with tab-separated values.
+#
+# Line content and types of values (first item is item 0):
+# i  item            type        comments
+# --------------------------------------------------------------------------------------------------------
+# 0  signal name     string    
+# 1  channel ID      string    legacy I/O channel designation
+# 2  external gain   float     1 if there is no external amplifier connected
+# 3  sensitivity     float     volts per measured unit (of the transducer)
+# 4  units           string    name of units for physical quantity (e.g. kPa)
+# 5  position        float     position of transducer (in mm)
+# 6  serial number   string    transducer identity 
+# 7  PXI channel ID  string    non-legacy channel ID and trigger source
+#---------------------------------------------------------------------------------------------------------
+
+sd1            	2 0 9	     1	9.500000E-4	kPa	0.000	112A24-9609    	PXI1Slot2/ai0	
+sd2            	2 1 9	     1	9.500000E-4	kPa	0.000	113A22-9535    	PXI1Slot2/ai1	
+sd3            	2 3 9	     1	6.820000E-4	kPa	0.000	112A24-2676    	PXI1Slot2/ai3	
+st1            	2 4 9	     1	1.482000E-2	kPa	0.000	112A22-35071   	PXI1Slot2/ai4	
+st2            	5 4 9	     1	1.168700E-2	kPa	0.000	112A22-35070   	PXI1Slot5/ai4	
+st3            	2 6 9	     1	1.450000E-2	kPa	0.000	112A22-19126   	PXI1Slot2/ai6	
+at1            	3 0 9	     1	1.443000E-2	kPa	0.000	112A22-35098   	PXI1Slot3/ai0	
+at2            	3 1 9	     1	1.450000E-2	kPa	0.000	112A22-9050    	PXI1Slot3/ai1	
+at3            	3 2 9	     1	1.447980E-2	kPa	0.000	112A22-19124   	PXI1Slot3/ai2	
+at4            	3 3 9	     1	1.435000E-2	kPa	0.000	112A22-34424   	PXI1Slot3/ai3	
+at5            	3 4 9	     1	1.447000E-2	kPa	0.000	112A22-34425   	PXI1Slot3/ai4	
+at6            	3 5 9	     1	1.442000E-2	kPa	0.000	112A22-34426   	PXI1Slot3/ai5	
+at7            	2 7 9	     1	1.451000E-2	kPa	0.000	112A22-35096   	PXI1Slot2/ai7	
+at8            	3 7 9	     1	1.490000E-2	kPa	0.000	112A22-35079   	PXI1Slot3/ai7	
+pimax4         	5 1 9	     1	1.000000E-3	mV	0.000	pimax4         	PXI1Slot5/ai1	
+trigbox        	5 7 9	     1	1.000000E-3	mV	0.000	trigbox        	PXI1Slot5/ai7(Trigger)	
+trigbox_delay  	5 5 9	     1	1.000000E-3	mV	0.000	trigbox_delay  	PXI1Slot5/ai5	
+pt1            	5 2 9	     1	8.500000E-4	kPa	0.000	SN-22554       	PXI1Slot5/ai2	
+irc800         	8 4 9	     1	1.000000E-3	mV	0.000	irc800         	PXI1Slot8/ai4	
+shimadzu       	8 6 9	     1	1.000000E-3	mV	0.000	shimadzu       	PXI1Slot8/ai6	
+pimax3         	8 7 9	     1	1.000000E-3	mV	0.000	pimax3         	PXI1Slot8/ai7	
+Phantom        	8 2 9	     1	1.000000E-3	mV	0.000	phantom        	PXI1Slot8/ai2	
+pt2            	6 1 9	     1	1.440000E-3	kPa	0.000	SN 22556       	PXI1Slot6/ai1	
+pt3            	6 2 9	     1	1.810000E-3	kPa	0.000	SN 7446        	PXI1Slot6/ai2	
+pt4            	6 3 9	     1	7.300000E-4	kPa	0.000	SN LW30649     	PXI1Slot6/ai3	
+pt5            	8 3 9	     1	7.350000E-4	kPa	0.000	SN LW30651     	PXI1Slot8/ai3	
+pt6            	6 5 9	     1	7.290000E-4	kPa	0.000	SN LW30652     	PXI1Slot6/ai5	
+pt7            	6 6 9	     1	7.220000E-4	kPa	0.000	SN 22514       	PXI1Slot6/ai6	
+pt8            	3 6 9	     1	1.430000E-3	kPa	0.000	SN 16785       	PXI1Slot3/ai6	
+pt9            	5 0 9	     1	1.010000E-3	kPa	0.000	SN 7430        	PXI1Slot5/ai0	
+photodiode     	8 0 9	     1	1.000000E+0	mV	0.000	photodiode     	PXI1Slot8/ai0	

data/referance/x2s5822/x2s5822.txt

@@ -0,0 +1,157 @@
+--------------------------------------------------------------------------------
+Project.........................................Mars entry non-equilibrium expanding flows
+Run number................................ x2s5822
+Date............................................10/10/2024
+Blame...........................................Mragank, Matt
+Condition................................... Mars condition, high density, Mars mixture
+Reservoir.....................................  6.75 MPa
+Driver............................................83520 Pa 90% He, 92.8 kPa Argon
+Primary diaphragm.................... 2 mm scored, cold rolled steel 6U374
+Shock tube................................... 13000 Pa ( Mars mixture)
+Secondary diaphragm................  10 micron mylar
+Acceleration tube....................... 650 Pa lab air (set on new gauge on the bottom of the dump tank)
+Trig.............................................. Pt5 (changed as wedge is ahead of pitot probes) slot8ai3 on tee piece 8ai4 - cable pt5
+Lab environment...................... N/A
+Driver Condition........................x2-lwp-2.0-90-0
+
+
+
+
+--------------------------------------------------------------------------------
+EXPERIMENT SETUP
+
+pitot rake
+
+
+
+--------------------------------------------------------------------------------
+EQUIPMENT
+--------------------------------------------------------------------------------
+
+1x photodiode (350 - 1100nm)
+1xShimadzu -- in use
+1xmini-spec (200-1000nm)
+Phantom
+
+
+
+-------------------------- SUSS Spectral Overview ----------------------------
+--------------------------------------------------------------------------------
+Dichroic 1 (UV/VIS):  DMLP650L
+Dichroic 2 (VIS/IR): DMLP900L
+UV FOV: 8mm 
+VIS FOV: 8mm
+IR FOV: 8mm
+
+--------------------------------------------------------------------------------
+---UV---
+--------------------------------------------------------------------------------
+N/A
+
+--------------------------------------------------------------------------------
+---Visible---
+--------------------------------------------------------------------------------
+Spectrometer: Acton Spectrapro 2300i
+Centre Wavelength: 775
+Grating: 150
+Camera: PIMAX4
+Gain: 50
+Delay: 80 us
+Exposure:  50 us
+Trigger level: 1V
+Slit:  100 um
+Filter: 
+Trigger: A3 cable  from trigger box port 0
+Monitor: T1 Cable 
+Aperture:  12.5 mm
+
+--------------------------------------------------------------------------------
+---IR---
+--------------------------------------------------------------------------------
+Spectrometer: Acton Spectrapro 2500
+Centre Wavelength: 1300
+Grating: 75
+Camera: IRC800
+Delay:  105us setted in DAQ with 320 counts
+Exposure:  20 us
+Slit:  1000 um
+Filter: 
+Trigger: T2 cable from trigger box port1
+Monitor: PDTP1G Cable 
+Aperture: 12.5 mm
+
+--------------------------------------------------------------------------------
+
+--------------------------------------------------------------------------------
+Shimadzu
+--------------------------------------------------------------------------------
+
+Window : BK7 Diam 209mm top
+Lens: Nikon AF Micro NIKKOR 200MM  with 780-unknown? filter
+Aperture-Number 16
+Frame Rates 500.000  kFPS 
+Exposure: 1/2
+Gain: x2(/x50) 
+Mode: External
+Trigger @:  0/0 (0-99=100frames)
+point: 10
+Delay: 0 microseconds
+Polarity: Pos
+Monitor Expose: off
+Filter:
+Cables: Trigger: H6 cable from trigger box port 1
+Monitor: H4 Cable
+ 
+--------------------------------------------------------------------------------
+PHOTODIODE 
+--------------------------------------------------------------------------------
+Location:                    Circle around stagnation point, pt5. 
+Filter:                          777nm hydrogen filter actually. not sure which one...
+Model number:         (350-1100)
+Lens:                           Unknown
+Gain:                           70
+Fibre optic cable:      Red
+Aperture:                    None
+BNC:                           A4 
+
+--------------------------------------------------------------------------------
+MINI-SPEC (200 - 1000nm)
+--------------------------------------------------------------------------------
+Location: Pt5 looking out into the flow
+Filter: none
+Window: 3mm fused silica from OGP optics.
+Cable: New red cable
+Lens: N/A
+Delay: 80 us + 8 us internal 
+Integration time: 20 us
+Aperture: N/A
+Trigger level: 1 V
+Filter: N/A 
+Trigger: A5 cable from trigger box port 0, with vis
+
+--------------------------------------------------------------------------------
+Phantom
+--------------------------------------------------------------------------------
+
+Window : side
+Lens: Nikon AF Micro NIKKOR 105 mm focus
+Aperture-Number 18
+Frame Rates 110000.000  FPS 
+Exposure: 1 us
+Gain: N/A
+Mode: External
+Delay: 0 microseconds
+Polarity: Pos
+Monitor Expose: off
+Filter:
+Cables: Trigger: B3 cable from trigger box port 2
+Monitor: H4 Cable
+ 
+
+LOG
+X2s5815
+Bad shot - very messy - oring ruptured in the secondary may have over pressurised with additional  LAB Air.
+X2s5816
+Fired at 1.32Pa instead of 13.2pa.....
+
+

data/x2s5829/_info.yaml

@@ -0,0 +1,38 @@
+# Data Info File
+# Cal Wing - Oct 24
+
+long_name: "Shot 4 (x2s5829) - Thin Probe Pair (ST2 & ST3) - 2024-10-17"
+name: "Shot 4"
+date: "2024-10-17"
+time: "17:00"
+
+shot-info: 
+  name: "x2s5829"
+  tdms: "x2s5829.tdms"
+  config: "x2s5829.config"
+  info: "x2s5829.txt"
+
+pcb-refs:
+  - "st1"
+
+probe-info:
+  type: "Thin"
+  locations: # In order of pulse
+    - "st2"
+    - "st3"
+  overhang: 1 # mm
+  c2c: 5.6 # mm
+  gauge-diam: 0.8 # mm
+  gauge-c2c: 1.8 #mm
+  data-record:
+    type: "scope"
+    config: "eProbe-Scope.txt"
+    data: "eProbe-Scope.csv"
+    
+    trigger: # Redundant?
+      type: "channel"
+      channel: 4
+      alignment-offset: 0 # 601 # us [TODO] Make this auto-magic
+      delay: 100 # us
+
+

data/x2s5829/eProbe-Scope.txt

@@ -0,0 +1,18 @@
+ANALOG
+Ch 1 Scale 500mV/, Pos 1.25000V, Coup DC, BW Limit Off, Inv Off, Imp 1M Ohm
+     Probe 10.000000 : 1, Skew 0.0s
+Ch 2 Scale 500mV/, Pos 1.25000V, Coup DC, BW Limit Off, Inv Off, Imp 1M Ohm
+     Probe 10.000000 : 1, Skew 0.0s
+Ch 4 Scale 1.00V/, Pos 2.85000V, Coup DC, BW Limit Off, Inv Off, Imp 1M Ohm
+     Probe 1.0000000 : 1, Skew 0.0s
+
+TRIGGER
+Sweep Mode Auto, Coup DC, Noise Rej Off, HF Rej Off, Holdoff 40.0ns
+Mode Edge, Source Ch 4, Slope Rising, Level 1.00000V
+
+HORIZONTAL
+Mode Normal, Ref Center, Main Scale 500.0us/, Main Delay -100.000000us
+
+ACQUISITION
+Mode High Res, Realtime On, Vectors On, Persistence Off
+

data/x2s5829/x2s5829.config

@@ -0,0 +1,49 @@
+# x2s5829 config file
+# This files contains a text version of the National Instruments PXI unit configuration data.
+# Channels are represented as one line per configured signal with tab-separated values.
+#
+# Line content and types of values (first item is item 0):
+# i  item            type        comments
+# --------------------------------------------------------------------------------------------------------
+# 0  signal name     string    
+# 1  channel ID      string    legacy I/O channel designation
+# 2  external gain   float     1 if there is no external amplifier connected
+# 3  sensitivity     float     volts per measured unit (of the transducer)
+# 4  units           string    name of units for physical quantity (e.g. kPa)
+# 5  position        float     position of transducer (in mm)
+# 6  serial number   string    transducer identity 
+# 7  PXI channel ID  string    non-legacy channel ID and trigger source
+#---------------------------------------------------------------------------------------------------------
+
+sd1            	2 0 9	     1	9.500000E-4	kPa	0.000	112A24-9609    	PXI1Slot2/ai0	
+sd2            	2 1 9	     1	9.500000E-4	kPa	0.000	113A22-9535    	PXI1Slot2/ai1	
+sd3            	2 3 9	     1	6.820000E-4	kPa	0.000	112A24-2676    	PXI1Slot2/ai3	
+st1            	2 4 9	     1	1.482000E-2	kPa	0.000	112A22-35071   	PXI1Slot2/ai4	
+st2            	5 4 9	     1	1.168700E-2	kPa	0.000	112A22-35070   	PXI1Slot5/ai4	
+st3            	2 6 9	     1	1.450000E-2	kPa	0.000	112A22-19126   	PXI1Slot2/ai6	
+at1            	3 0 9	     1	1.443000E-2	kPa	0.000	112A22-35098   	PXI1Slot3/ai0	
+at2            	3 1 9	     1	1.450000E-2	kPa	0.000	112A22-9050    	PXI1Slot3/ai1	
+at3            	3 2 9	     1	1.447980E-2	kPa	0.000	112A22-19124   	PXI1Slot3/ai2	
+at4            	3 3 9	     1	1.435000E-2	kPa	0.000	112A22-34424   	PXI1Slot3/ai3	
+at5            	3 4 9	     1	1.447000E-2	kPa	0.000	112A22-34425   	PXI1Slot3/ai4	
+at6            	3 5 9	     1	1.442000E-2	kPa	0.000	112A22-34426   	PXI1Slot3/ai5	
+at7            	2 7 9	     1	1.451000E-2	kPa	0.000	112A22-35096   	PXI1Slot2/ai7	
+at8            	3 7 9	     1	1.490000E-2	kPa	0.000	112A22-35079   	PXI1Slot3/ai7	
+pimax4         	5 1 9	     1	1.000000E-3	mV	0.000	pimax4         	PXI1Slot5/ai1	
+trigbox        	5 7 9	     1	1.000000E-3	mV	0.000	trigbox        	PXI1Slot5/ai7(Trigger)	
+trigbox_delay  	5 5 9	     1	1.000000E-3	mV	0.000	trigbox_delay  	PXI1Slot5/ai5	
+pt1            	5 2 9	     1	8.500000E-4	kPa	0.000	SN-22554       	PXI1Slot5/ai2	
+irc800         	8 4 9	     1	1.000000E-3	mV	0.000	irc800         	PXI1Slot8/ai4	
+shimadzu       	8 6 9	     1	1.000000E-3	mV	0.000	shimadzu       	PXI1Slot8/ai6	
+pimax3         	8 7 9	     1	1.000000E-3	mV	0.000	pimax3         	PXI1Slot8/ai7	
+Phantom        	8 2 9	     1	1.000000E-3	mV	0.000	phantom        	PXI1Slot8/ai2	
+pt2            	6 1 9	     1	1.440000E-3	kPa	0.000	SN 22556       	PXI1Slot6/ai1	
+pt3            	6 2 9	     1	1.810000E-3	kPa	0.000	SN 7446        	PXI1Slot6/ai2	
+pt4            	6 3 9	     1	7.300000E-4	kPa	0.000	SN LW30649     	PXI1Slot6/ai3	
+pt5            	8 3 9	     1	7.350000E-4	kPa	0.000	SN LW30651     	PXI1Slot8/ai3	
+pt6            	6 5 9	     1	7.290000E-4	kPa	0.000	SN LW30652     	PXI1Slot6/ai5	
+pt7            	6 6 9	     1	7.220000E-4	kPa	0.000	SN 22514       	PXI1Slot6/ai6	
+pt8            	3 6 9	     1	1.430000E-3	kPa	0.000	SN 16785       	PXI1Slot3/ai6	
+pt9            	5 0 9	     1	1.010000E-3	kPa	0.000	SN 7430        	PXI1Slot5/ai0	
+photodiode     	8 0 9	     1	1.000000E+0	mV	0.000	photodiode     	PXI1Slot8/ai0	
+phantom_aperture	4 4 9	     1	1.000000E-3	mV	0.000	phantom_aperture	PXI1Slot4/ai4	

data/x2s5829/x2s5829.txt

@@ -0,0 +1,161 @@
+--------------------------------------------------------------------------------
+Project.........................................Mars entry non-equilibrium expanding flows
+Run number................................ x2s5828
+Date............................................16/10/2024
+Blame...........................................Mragank, James 
+Condition................................... Mars condition, high density, Mars mixture
+Reservoir.....................................  6.75 MPa
+Driver............................................83520 Pa 90% He, 92.8 kPa Argon
+Primary diaphragm.................... 2 mm scored, cold rolled steel 6U374
+Shock tube................................... 62308 Pa ( pure co2)
+Secondary diaphragm................  10 micron mylar
+Acceleration tube....................... 250 Pa lab air (set on new gauge on the bottom of the dump tank)
+Trig.............................................. Pt5 (changed as wedge is ahead of pitot probes) slot8ai3 on tee piece 8ai4 - cable pt5
+Lab environment...................... N/A
+Driver Condition........................x2-lwp-2.0-90-0
+
+
+
+
+--------------------------------------------------------------------------------
+EXPERIMENT SETUP
+
+pitot rake
+
+
+
+--------------------------------------------------------------------------------
+EQUIPMENT
+--------------------------------------------------------------------------------
+
+1x photodiode (350 - 1100nm)
+1xShimadzu -- in use
+1xmini-spec (200-1000nm)
+Phantom
+
+
+
+-------------------------- SUSS Spectral Overview ----------------------------
+--------------------------------------------------------------------------------
+Dichroic 1 (UV/VIS):  DMLP650L
+Dichroic 2 (VIS/IR): DMLP900L
+UV FOV: 8mm 
+VIS FOV: 8mm
+IR FOV: 8mm
+
+--------------------------------------------------------------------------------
+---UV---
+--------------------------------------------------------------------------------
+N/A
+
+--------------------------------------------------------------------------------
+---Visible---
+--------------------------------------------------------------------------------
+Spectrometer: Acton Spectrapro 2300i
+Centre Wavelength: 775
+Grating: 150
+Camera: PIMAX4
+Gain: 50
+Delay: 80 us
+Exposure:  50 us
+Trigger level: 1V
+Slit:  100 um
+Filter: 
+Trigger: A3 cable  from trigger box port 0
+Monitor: T1 Cable 
+Aperture:  12.5 mm
+
+--------------------------------------------------------------------------------
+---IR---
+--------------------------------------------------------------------------------
+Spectrometer: Acton Spectrapro 2500
+Centre Wavelength: 1300
+Grating: 75
+Camera: IRC800
+Delay:  100us setted in DAQ with 800 counts
+Exposure:  20 us
+Slit:  1000 um
+Filter: 
+Trigger: T2 cable from trigger box port1
+Monitor: PDTP1G Cable 
+Aperture: 12.5 mm
+
+--------------------------------------------------------------------------------
+
+--------------------------------------------------------------------------------
+Shimadzu
+--------------------------------------------------------------------------------
+
+Window : BK7 Diam 209mm top
+Lens: Nikon AF Micro NIKKOR 200MM  with 780-unknown? filter
+Aperture-Number 16
+Frame Rates 500.000  kFPS 
+Exposure: 1/2
+Gain: x2(/x50) 
+Mode: External
+Trigger @:  0/0 (0-99=100frames)
+point: 10
+Delay: 0 microseconds
+Polarity: Pos
+Monitor Expose: off
+Filter:
+Cables: Trigger: H6 cable from trigger box port 1
+Monitor: H4 Cable
+ 
+--------------------------------------------------------------------------------
+PHOTODIODE 
+--------------------------------------------------------------------------------
+Location:                    Circle around stagnation point, pt5. 
+Filter:                          777nm hydrogen filter actually. not sure which one...
+Model number:         (350-1100)
+Lens:                           Unknown
+Gain:                           70
+Fibre optic cable:      Red
+Aperture:                    None
+BNC:                           A4 
+
+--------------------------------------------------------------------------------
+MINI-SPEC (200 - 1000nm)
+--------------------------------------------------------------------------------
+Location: Pt5 looking out into the flow
+Filter: none
+Window: 3mm fused silica from OGP optics.
+Cable: New red cable
+Lens: N/A
+Delay: 80 us + 8 us internal 
+Integration time: 20 us
+Aperture: N/A
+Trigger level: 1 V
+Filter: N/A 
+Trigger: A5 cable from trigger box port 0, with vis
+
+--------------------------------------------------------------------------------
+Phantom
+--------------------------------------------------------------------------------
+
+Window : side
+Lens: Nikon AF Micro NIKKOR 105 mm focus
+Aperture-Number 11
+Frame Rates 110000.000  FPS 
+Exposure: 1 us
+Gain: N/A
+Mode: External
+Delay: 0 microseconds
+Polarity: Pos
+Monitor Expose: off
+Filter:
+Cables: Trigger: B3 cable from trigger box port 2
+Monitor: H4 Cable
+ 
+
+UV phantom as well 
+
+LOG
+X2s5815
+Bad shot - very messy - oring ruptured in the secondary may have over pressurised with additional  LAB Air.
+X2s5816
+Fired at 1.32Pa instead of 13.2pa.....
+x2s5826
+Phantom aperture was 18 in description for prev shot but was set to 22 for the prev shot
+Phantom trig signal changed from falling to rising
+

main.py

@@ -31,7 +31,8 @@ with open(TUNNEL_INFO_FILE, 'r') as file:
 data_to_load = [
     "x2s5823",
     "x2s5824",
-    "x2s5827"
+    "x2s5827",
+    "x2s5829",
 ]
 
 # ==== Data Loading & Processing ====
@@ -181,7 +182,7 @@ def load_data(data_to_load: list[str]) -> dict:
         data[x2_shot]["shock-point"] = {}
         for ref in dataInfo["pcb-refs"]:
             refData = data[x2_shot]["data"]["x2"][ref]
-            first_value, first_value_uncertainty, _, _ = canny_shock_finder(x2_time_us, refData, plot=False)
+            first_value, first_value_uncertainty, _, _ = canny_shock_finder(x2_time_us, refData, plot=False, print_func=None)
             shock_point = np.where(x2_time_us >= first_value)[0][0] # [BUG] Seems to give n+1
             
             data[x2_shot]["shock-point"][ref] = shock_point, first_value
@@ -200,7 +201,7 @@ def load_data(data_to_load: list[str]) -> dict:
             shock_point = np.where(probeCh1[offset:] >= 0.3)[0] + offset
             first_value = scope_time[shock_point]
 
-            first_value, first_value_uncertainty, _, _ = canny_shock_finder(scope_time[offset:], probeCh1[offset:], plot=False, sigma=2, post_shock_pressure=0.02)
+            first_value, first_value_uncertainty, _, _ = canny_shock_finder(scope_time[offset:], probeCh1[offset:], plot=False, sigma=2, post_shock_pressure=0.02, print_func=None)
             shock_point = np.where(scope_time[offset:] >= first_value)[0][0] + offset # [BUG] Seems to give n+1
             
             data[x2_shot]["shock-point"][f"{probe}-g1"] = shock_point, first_value
@@ -215,12 +216,12 @@ def load_data(data_to_load: list[str]) -> dict:
             shock_point = np.where(probeCh2[offset:] >= 0.3)[0] + offset
             first_value = scope_time[shock_point]
 
-            first_value, first_value_uncertainty, _, _ = canny_shock_finder(scope_time[offset:], probeCh2[offset:], plot=False, sigma=2, post_shock_pressure=0.02)
+            first_value, first_value_uncertainty, _, _ = canny_shock_finder(scope_time[offset:], probeCh2[offset:], plot=False, sigma=2, post_shock_pressure=0.02, print_func=None)
             shock_point = np.where(scope_time[offset:] >= first_value)[0][0] + offset # [BUG] Seems to give n+1
             data[x2_shot]["shock-point"][f"{probe}-g2"] = shock_point, first_value
             
         # Calculate Shock Speeds
-        print("-"*10, '\n')
+        print("="*25, x2_shot, "="*25)
         for probe in dataInfo["probe-info"]["locations"]:
             g1_time = data[x2_shot]["shock-point"][f"{probe}-g1"][1] / 1e6 # Convert to seconds
             g2_time = data[x2_shot]["shock-point"][f"{probe}-g2"][1] / 1e6 # Convert to seconds
@@ -231,21 +232,22 @@ def load_data(data_to_load: list[str]) -> dict:
             print(f"{probe} Measured a shock speed of {probe_velocity:.2f} m/s ({probe_velocity/1000:.2f} km/s)")
 
         if len(dataInfo["probe-info"]["locations"]) > 1:
-            foo = dataInfo["probe-info"]["locations"]
+            for i in range(len(dataInfo["probe-info"]["locations"]) - 1):
-            p1_g1_time = data[x2_shot]["shock-point"][f"{foo[0]}-g1"][1] / 1e6 # Convert to seconds
+                probe_locs = dataInfo["probe-info"]["locations"]
-            p1_g2_time = data[x2_shot]["shock-point"][f"{foo[0]}-g2"][1] / 1e6 # Convert to seconds
+                p1_g1_time = data[x2_shot]["shock-point"][f"{probe_locs[i]}-g1"][1] / 1e6 # Convert to seconds
-            
+                p1_g2_time = data[x2_shot]["shock-point"][f"{probe_locs[i]}-g2"][1] / 1e6 # Convert to seconds
-            p2_g1_time = data[x2_shot]["shock-point"][f"{foo[1]}-g1"][1] / 1e6 # Convert to seconds
+                
-            p2_g2_time = data[x2_shot]["shock-point"][f"{foo[1]}-g2"][1] / 1e6 # Convert to seconds
+                p2_g1_time = data[x2_shot]["shock-point"][f"{probe_locs[i+1]}-g1"][1] / 1e6 # Convert to seconds
-            
+                p2_g2_time = data[x2_shot]["shock-point"][f"{probe_locs[i+1]}-g2"][1] / 1e6 # Convert to seconds
-            p2p = (TUNNEL_INFO["distance"][foo[1]] - TUNNEL_INFO["distance"][foo[0]])  / 1000 # convert to m 
+                
-            
+                p2p = (TUNNEL_INFO["distance"][probe_locs[1]] - TUNNEL_INFO["distance"][probe_locs[0]])  / 1000 # convert to m 
-            p2p_1 = p2p / abs(p2_g1_time - p1_g1_time) # m/s
+                
-            p2p_2 = p2p / abs(p2_g2_time - p1_g2_time) # m/s
+                p2p_1 = p2p / abs(p2_g1_time - p1_g1_time) # m/s
-
+                p2p_2 = p2p / abs(p2_g2_time - p1_g2_time) # m/s
-            print(f"{foo[0]}-{foo[1]} - G1 - Measured a shock speed of {p2p_1:.2f} m/s ({p2p_1/1000:.2f} km/s)")
-            print(f"{foo[0]}-{foo[1]} - G2 - Measured a shock speed of {p2p_2:.2f} m/s ({p2p_2/1000:.2f} km/s)")
 
+                print(f"{probe_locs[i]}-{probe_locs[i + 1]} - G1 - Measured a shock speed of {p2p_1:.2f} m/s ({p2p_1/1000:.2f} km/s)")
+                print(f"{probe_locs[i]}-{probe_locs[i + 1]} - G2 - Measured a shock speed of {p2p_2:.2f} m/s ({p2p_2/1000:.2f} km/s)")
+        print()
         
     # Return the data & the successfully loaded data keys  
     return data, tuple(data.keys())
@@ -309,9 +311,9 @@ def genGraph(gData: dict, showPlot: bool = True):
 
 
 print("Graphing Data")
-genGraph(data[loaded_data[0]], showPlot=False)
+for shot in loaded_data:
-genGraph(data[loaded_data[1]], showPlot=False)
+    if shot != loaded_data[-1]: continue
-genGraph(data[loaded_data[2]], showPlot=False)
+    genGraph(data[shot], showPlot=False)
 
 # This forces matplotlib to hang until I tell it to close all windows
 pltKeyClose()