Repository: astro-tiptop/TIPTOP (language: python)

Issue:
Dev



Discussion / hints:

Fix patch:
diff --git a/MASTSEL b/MASTSEL
index 3cdee76..1a95975 160000
--- a/MASTSEL
+++ b/MASTSEL
@@ -1,1 +1,1 @@
-Subproject commit 3cdee7642f99b567eb74bc2faaefd607100b2069
+Subproject commit 1a95975b705eaf952939156bd1abf591f462aae1
diff --git a/P3 b/P3
index fa07b95..8aa1fc2 160000
--- a/P3
+++ b/P3
@@ -1,1 +1,1 @@
-Subproject commit fa07b954adeb88428ca095723d40de88030b10f0
+Subproject commit 8aa1fc2ed10500acaafb8d18c5670abc755d4874
diff --git a/README.md b/README.md
index 7966b99..b98298a 100644
--- a/README.md
+++ b/README.md
@@ -59,21 +59,21 @@ as reported in the setup.py file.
 
 Navigate to the folder in which you have cloned TIPTOP, then navigate to the folder P3 and install P3 (remove --user to install to all users)
 ```
-pip install -e --user .
+pip install --user -e .
 ```
 Navigate out of P3, navigate inside MASTSEL and install MASTSEL:
 ```
-pip install -e --user .
+pip install --user -e .
 ```
 Navigate out of MASTSEL, navigate inside SEEING and install SEEING:
 ```
-pip install -e --user .
+pip install --user -e .
 ```
 Navigate out of SEEING, navigate inside of SYMAO and install SYMAO:
 ```
-pip install -e --user .
+pip install --user -e .
 ```
 Navigate out of SEEING and install TIPTOP:
 ```
-pip install -e --user .
+pip install --user -e .
 ```
diff --git a/SEEING b/SEEING
index 7630b63..4e47bc9 160000
--- a/SEEING
+++ b/SEEING
@@ -1,1 +1,1 @@
-Subproject commit 7630b6349c9b6231995f664774b45bb6a3f85060
+Subproject commit 4e47bc90c04a65979a3809d5d7376f1087900323
diff --git a/SYMAO b/SYMAO
index 481a4de..144587b 160000
--- a/SYMAO
+++ b/SYMAO
@@ -1,1 +1,1 @@
-Subproject commit 481a4de153b46adc5d56a9bfdcb9e4ff174bff69
+Subproject commit 144587bcded130bfd9f80e6cd94a0be580a5fd92
diff --git a/TIPTOP-EXAMPLE.ipynb b/TIPTOP-EXAMPLE.ipynb
index 5664ab5..5123890 100644
--- a/TIPTOP-EXAMPLE.ipynb
+++ b/TIPTOP-EXAMPLE.ipynb
@@ -2,94 +2,14 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
     "%matplotlib inline\n",
-    "%load_ext line_profiler\n",
     "\n",
-    "from tiptop.tiptop import *"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "fullInputPath = \"perfTest\"\n",
-    "parametersFile = \"HarmoniLTAO_1\"\n",
-    "#parametersFileGPU = 'params1GPU'\n",
-    "#parametersFileCPU = 'params1CPU'\n",
-    "baseOutpuPath = 'perfTest'\n",
-    "outputFile = \"test\""
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "ATTENTION: interface of this function is changed.\n",
-      "           windPsdFile is not more an input of overallSimulation.\n",
-      "           It must be put as a parameter in the telescope section of the ini file.\n",
-      "\n",
-      "Vectorize the wavelength value to cope with the number of LGS sources\n",
-      "Vectorize the wavelength value to cope with the number of NGS sources\n",
-      "Vectorize the wavelength value to cope with the number of SCIENCE sources\n",
-      "fao.samp: [2.90886265]\n",
-      "fao.freq.psInMas: [4.]\n",
-      "No windPsdFile file is set.\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "findfont: Font family ['serif'] not found. Falling back to DejaVu Sans.\n",
-      "findfont: Generic family 'serif' not found because none of the following families were found: Palatino\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 720x720 with 9 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": "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\n",
-      "text/plain": [
-       "<Figure size 576x576 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Output cube shape: (9, 640, 640)\n"
-     ]
-    }
-   ],
-   "source": [
-    "# %lprun -f MavisLO.computeTotalResidualMatrix \n",
-    "overallSimulation(fullInputPath, parametersFile, baseOutpuPath, outputFile, doPlot=True, doConvolve=True, pitchScaling = 0.9)"
+    "from tiptop.tiptop import *\n",
+    "rc(\"text\", usetex=False)"
    ]
   },
   {
@@ -98,8 +18,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "%%time\n",
-    "overallSimulation(fullInputPath, parametersFileGPU, baseOutpuPath, outputFile, doConvolve=True, pitchScaling = 0.9)"
+    "overallSimulation(\"perfTest\", \"SOUL\", 'perfTest', 'testSOUL', doPlot=True, doConvolve=True)"
    ]
   },
   {
@@ -108,8 +27,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "%%time\n",
-    "overallSimulation(fullInputPath, parametersFileCPU, baseOutpuPath, outputFile, doConvolve=True, pitchScaling = 0.9)"
+    "overallSimulation(\"perfTest\", \"MAVIS\", 'perfTest', 'testMAVIS', doPlot=True, doConvolve=True)"
    ]
   },
   {
@@ -118,78 +36,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "%lprun -f MavisLO.computeTotalResidualMatrix overallSimulation(fullInputPath, parametersFileCPU, baseOutpuPath, outputFile, doConvolve=True, pitchScaling = 0.9)"
+    "overallSimulation(\"perfTest\", \"SPHERE\", 'perfTest', 'testSPHERE', doPlot=True, doConvolve=True)"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# MAVIS SIMULATIONS\n",
-    "baseInputPath = '/data7/guido/results/MAVIS/res4psf/20201116_111006.0_oaPSFs_w'\n",
-    "baseOutpuPath = '/data4/frossi/'\n",
-    "\n",
-    "wvlPaths = ['450','550','640','890']\n",
-    "k=-1\n",
-    "for wvlPath in wvlPaths:\n",
-    "    k+=1\n",
-    "    fullInputPath = baseInputPath + wvlPath + 'nm/'\n",
-    "    parametersFile = 'params'\n",
-    "    outputFile = 'simulation' + wvlPath + 'nm'\n",
-    "    overallSimulation(fullInputPath, parametersFile, baseOutpuPath, outputFile,doConvolve=True,pitchScaling = 0.9)\n",
-    "print('Done')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
diff --git a/data/ini/sphere.ini b/data/ini/sphere.ini
new file mode 100644
index 0000000..4aef8a3
--- /dev/null
+++ b/data/ini/sphere.ini
@@ -0,0 +1,229 @@
+[telescope]
+; telescope diameter in meters - required
+TelescopeDiameter = 8.114
+; telescope zenith angle in degrees - optional - default: 0.0
+ZenithAngle = 30.0
+; pupil obstruction ratio due to the secondary in relative unites to the telescope diameter - optional - default: 0.0
+ObscurationRatio = 0.14
+; pupil resolution in pixels - required
+Resolution = 128
+; path to the pupil model in .fits file - optional (if provided, the pupil model is interpolated) - default: ''
+PathPupil = '/home/psfsimul/TipTop/TIPTOP/P3/aoSystem/data/VLT_CALIBRATION/VLT_PUPIL/ALC2LyotStop_measured.fits'
+PathStaticOn = ''
+PathApodizer = '/home/psfsimul/TipTop/TIPTOP/P3/aoSystem/data/VLT_CALIBRATION/VLT_PUPIL/APO1Apodizer_measured_All.fits'
+; path to a map of static aberrations (nm) in .fits file - optional - default: ''
+PathStatModes = '/home/psfsimul/TipTop/TIPTOP/P3/aoSystem/data/VLT_CALIBRATION/VLT_STAT/LWEMODES_320.fits'
+PupilAngle = 0.0
+#Technical FOV in arcsec This is a feature used for the LO part
+#technicalfov=10
+TechnicalFoV=10
+
+[atmosphere]
+; wavelength of definition of atmosphere statistics  -  optional - default 500e-9
+Wavelength = 500e-9
+; seeing at zenith in arcsec- required
+Seeing = 0.8
+; Outer scale in meter - optional - default: 25.0
+L0 = 25.0
+; Relative contribution of each layer (sum=1) - optional -  default: [1.0]
+;Cn2Weights = [0.59, 0.02, 0.04, 0.06, 0.01, 0.05, 0.09, 0.04, 0.05, 0.05]
+;JQ110Layers
+;Cn2Weights = [1]
+Cn2Weights = [0.6,0.4]
+; altitude of layers in meters - optional -  default [0.0]
+;Cn2Heights = [30, 140, 281, 562, 1125, 2250, 4500, 7750, 11000, 14000]
+;Cn2Heights = [0]
+Cn2Heights = [50, 5000]
+;WindSpee; wind speed values for each layer in m/s - optional -  default [10.0]
+;WindSpeed = [10]
+WindSpeed = [10, 10]
+;WindSpeed=[10, 10, 10,10,10,10, 10,10,10,10]
+; wind direction for each layer in degrees - optional -  default [0.0]
+;WindDirection = [0., 0., 0., 0., 90., -90., -90., 90., 0., 0.]
+;WindDirection = [0]
+WindDirection = [0., 0.]
+;if r0_value=0 it takes the seeing parameter above
+r0_Value=0
+;if 0 it computes the wind from the layers
+testWindspeed=0
+
+[sources_science]
+;list of central wavelengths for each frame - required
+#Wavelength = [2.18e-06]
+Wavelength = [2.1819998999999997e-06]
+;list of polar coordinates of the sciences sources; zenith in arcsec and azimuth in degrees - optional -  default: [0.0]
+Zenith = [0.0,5.0,10.0,15]
+Azimuth = [0.0,0.0,90.0,180.0]
+
+[sources_HO]
+;Sensing wavelength for HO modes in meters - required
+#Wavelength = 658e-9
+Wavelength = 7e-07
+;list of polar coordinates of the guide stars sources; zenith in arcsec and azimuth in degrees - optional - default [0.0]
+Zenith = [0.0]
+Azimuth = [0.0]
+;altitude of the guide stars (0 if infinite) - optional - default: 0.0
+Height = 0.0
+
+[sources_LO]
+;Sensing wavelength for LO modes in meters - required
+#Wavelength = 624e-9
+Wavelength = 7e-07
+;list of polar coordinates of the guide stars sources; zenith in arcsec and azimuth in degrees - optional - default [0.0]
+Zenith = [0.0]
+Azimuth = [0.0]
+
+[sensor_science]
+;pixel/spaxel scale in mas - required
+#PixelScale = 12.27
+PixelScale = 12.27
+;Field of view in pixel - optional - default: 150
+Binning = 1
+NumberPhotons = [1500]
+SpotFWHM = [[0.0, 0.0, 0.0]]
+SpectralBandwidth = 0
+Transmittance = [1.0]
+Dispersion = [[0.0],[0.0]]
+SigmaRON = [0.1]
+Dark = 0.0
+SkyBackground = 0.0
+Gain = 1.0
+ExcessNoiseFactor = 1.0
+Wavelength = [2.1805e-06]
+#FieldOfView = 64
+FieldOfView = 256
+
+[sensor_HO]
+;WFS type - optional - default : Shack-Hartmann
+WfsType = 'Shack-Hartmann'
+;Spot modulation radius in lambda/D units for pyramid WFS - optional - default : None
+Modulation = None
+;HO WFS pixel scale in [mas] - required
+PixelScale = 417
+;Number of pixels per subaperture - required
+#FieldOfView = 320
+FieldOfView = 6
+;binning factor - optional - default: 1
+Binning = 1
+;Flux return in [nph/frame/subaperture] - required
+NumberPhotons = [100000.0]
+;HO spot scale in [mas] - optional - defaut: [[0.0, 0.0, 0.0]]
+SpotFWHM = [[0.0,0.0,0.0]]
+;Spectral bandwidth of the filter (imaging mode) - optional - default: 0.0
+SpectralBandwidth = 0.0
+;Transmittance at the considered wavelengths for polychromatic mode - optional - default: [1.0]
+Transmittance = [1.0]
+;Dispersion x/y at the considered wavelength in pixel. Must be the same size than Transmittance - optional - default: [[0.0,0.0]]
+Dispersion = [[0.0],[0.0]]
+;read-out noise std in [e-] - required
+SigmaRON = 0.2
+; dark current[e-/s/pix] - optional - default: 0.0
+Dark = 0.0
+;Sky background [e-/s/pix] - optional - default: 0.0           
+SkyBackground = 0.0
+;Pixel gain - optional - default:1.0
+Gain = 1.0
+;excess noise factor - optional - default: 2.0                     
+ExcessNoiseFactor = 1.41
+;Number of WFS lenslets - required
+NumberLenslets = [40]
+;Noise Variance in rd^2. If not empty, this value overwrites the analytical noise variance calculation - optional
+NoiseVariance = [None]
+;CoG computation algorithm - optional  -defaut:'wcog'
+Algorithm = 'wcog'
+;Number of pixels for windiwing the low order WFS pixels - optional - default: 2      
+WindowRadiusWCoG = 2
+;Threshold Number of pixels for windowing the low order WFS pixels - optional - default: 0.0
+ThresholdWCoG = 0.0
+;New value for pixels lower than threshold - optional - default: 0.0        
+NewValueThrPix = 0.0
+
+[sensor_LO]
+;WFS type - optional - default : Shack-Hartmann
+WfsType = 'Shack-Hartmann'
+;Spot modulation radius in lambda/D units for pyramid WFS - optional - default : None
+Modulation = None
+;HO WFS pixel scale in [mas] - required
+PixelScale = 417
+;Number of pixels per subaperture - required
+#FieldOfView = 320
+FieldOfView = 6
+;binning factor - optional - default: 1
+Binning = 1
+;Flux return in [nph/frame/subaperture] - required
+NumberPhotons = [100000.0]
+;HO spot scale in [mas] - optional - defaut: [[0.0, 0.0, 0.0]]
+SpotFWHM = [[0.0,0.0,0.0]]
+;Spectral bandwidth of the filter (imaging mode) - optional - default: 0.0
+SpectralBandwidth = 0.0
+;Transmittance at the considered wavelengths for polychromatic mode - optional - default: [1.0]
+Transmittance = [1.0]
+;Dispersion x/y at the considered wavelength in pixel. Must be the same size than Transmittance - optional - default: [[0.0,0.0]]
+Dispersion = [[0.0],[0.0]]
+;read-out noise std in [e-] - required
+SigmaRON = 0.2
+; dark current[e-/s/pix] - optional - default: 0.0
+Dark = 0.0
+;Sky background [e-/s/pix] - optional - default: 0.0          
+SkyBackground = 0.0
+;Pixel gain - optional - default:1.0
+Gain = 1.0
+;excess noise factor - optional - default: 2.0                   
+ExcessNoiseFactor = 1.41
+;Number of WFS lenslets - required
+NumberLenslets = [40]
+################## DA AGGIUSTARE
+SizeLenslets = [0.4]
+;Noise Variance in rd^2. If not empty, this value overwrites the analytical noise variance calculation - optional
+NoiseVariance = [None]
+;CoG computation algorithm - optional  -defaut:'wcog'
+Algorithm = 'wcog'
+;Number of pixels for windiwing the low order WFS pixels - optional - default: 2      
+WindowRadiusWCoG = 2
+;Threshold Number of pixels for windowing the low order WFS pixels - optional - default: 0.0
+ThresholdWCoG = 0.0
+;New value for pixels lower than threshold - optional - default: 0.0        
+NewValueThrPix = 0.0
+
+[DM]
+;DM actuators pitch in meters - required
+NumberActuators = [40]
+;DM actuators pitch in meters - required
+DmPitchs = [0.22]
+;DM influence function model - optional - default: 'gaussian'
+InfModel = 'gaussian'
+;DM influence function model  mechanical coupling- optional - default: [0.2]
+InfCoupling = [0.2]
+;DM altitude in m - optional - default: [0.0]
+DmHeights = [0.0]
+;Zenith position in arcsec - optional - default: [0.0]
+OptimizationZenith = [0]
+;Azimuth in degrees - optional - default: [0.0]
+OptimizationAzimuth = [0]
+;Weights - optional - default: [1.0]
+OptimizationWeight = [1]
+;Matrix Conditioning - optional - default: 1e2
+OptimizationConditioning = 1.0e2
+; Number of reconstructed layers for tomographic systems - optional - default: 10
+NumberReconstructedLayers = 3
+;Shape of the AO-corrected area - optional - default: 'circle'
+AoArea = 'circle'
+
+[RTC]
+;HO Loop gain - required
+LoopGain_HO = 0.5
+;HO loop frequency in [Hz] - required
+SensorFrameRate_HO = 1380.0
+;HO loop frame delay - required
+LoopDelaySteps_HO = 3
+; LO loop gain - optional - default: Nome
+LoopGain_LO = 0.5
+;Loop frequency in Hz  - optional - default: None
+SensorFrameRate_LO = 1380.0
+;Corresponding delays (in frames)  - optional - default: None
+LoopDelaySteps_LO = 3
+
+[COMPUTATION]
+platform='GPU'
+integralDiscretization1=1000
+integralDiscretization2=4000
\ No newline at end of file
diff --git a/data/sphere_tiptop_zeith30.0deg_psfs_wvl_550.0nm_nPSF1_seeing0.735632arcsec_L022.0m_iso2.3042962606561943arcsec.fits b/data/sphere_tiptop_zeith30.0deg_psfs_wvl_550.0nm_nPSF1_seeing0.735632arcsec_L022.0m_iso2.3042962606561943arcsec.fits
new file mode 100644
index 0000000..b787d6d
Binary files /dev/null and b/data/sphere_tiptop_zeith30.0deg_psfs_wvl_550.0nm_nPSF1_seeing0.735632arcsec_L022.0m_iso2.3042962606561943arcsec.fits differ
diff --git a/perfTest/MAVIS.ini b/perfTest/MAVIS.ini
new file mode 100644
index 0000000..19ebd1a
--- /dev/null
+++ b/perfTest/MAVIS.ini
@@ -0,0 +1,83 @@
+[telescope]
+TelescopeDiameter = 8.0
+ZenithAngle = 30.0
+ObscurationRatio = 0.16
+Resolution = 320
+TechnicalFoV = 120
+
+[atmosphere]
+Wavelength = 500e-9
+Seeing = 0.8
+L0 = 25.0
+Cn2Weights = [0.59, 0.02, 0.04, 0.06, 0.01, 0.05, 0.09, 0.04, 0.05, 0.05]
+Cn2Heights = [30, 140, 281, 562, 1125, 2250, 4500, 7750, 11000, 14000]
+WindSpeed = [6.6, 5.9, 5.1, 4.5, 5.1, 8.3, 16.3, 10.2, 14.3, 17.5]
+WindDirection = [0., 0., 0., 0., 90., -90., -90., 90., 0., 0.]
+
+[sources_science]
+Wavelength = [5.5e-07]
+Zenith = [21.213203435596427, 15.0, 21.213203435596427, 15.0, 0.0, 15.0, 21.213203435596427, 15.0, 21.213203435596427]
+Azimuth = [-135.0, 180.0, 135.0, -90.0, 0.0, 90.0, -45.0, 0.0, 45.0]
+
+[sources_HO]
+Wavelength = [589e-9]
+Zenith = [17.5, 17.5 ,17.5 ,17.5, 17.5, 17.5, 17.5, 17.5]
+Azimuth = [22.5 , 67.5 , 112.5 , 157.5 , 202.5 , 247.5 , 292.5 , 337.5]
+Height = 90e3
+
+[sources_LO]
+Wavelength = [1650e-9]
+Zenith = [20.0, 20.0, 20.0]
+Azimuth = [0.0, 120, 240]
+
+[sensor_science]
+PixelScale = 7.0
+FieldOfView = 512
+
+[sensor_HO]
+WfsType = 'Shack-Hartmann'
+Modulation = None
+PixelScale = 833
+FieldOfView = 6
+NumberPhotons = [75, 75, 75, 75, 75, 75, 75, 75]
+Transmittance = [1.0]
+SigmaRON = 0.2
+ExcessNoiseFactor = 2.0
+NumberLenslets = [40, 40, 40 ,40 ,40, 40, 40, 40]
+NoiseVariance = [None]
+
+[sensor_LO]
+PixelScale = 30.0
+FieldOfView = 100
+Binning = 1
+NumberPhotons = [1900, 1900, 1900]
+SpotFWHM = [[0.0,0.0,0.0]]
+SigmaRON = 0.5
+Dark = 30.0
+SkyBackground = 35.0
+ExcessNoiseFactor = 1.3
+NumberLenslets = [1, 1, 1]
+noNoise = False
+WindowRadiusWCoG = 2
+ThresholdWCoG = 0
+NewValueThrPix = 0
+
+[DM]
+NumberActuators = [40, 40, 40]
+DmPitchs = [0.22, 0.25, 0.32]
+DmHeights = [0 , 6000, 13500]
+OptimizationZenith = [0 , 5 , 5 , 5 , 5 , 5 , 5 , 5 , 5 , 15 , 15 , 15 , 15 , 15 , 15 , 15 , 15 , 37.5 , 37.5 , 37.5 , 37.5 , 37.5 , 37.5 , 37.5 , 37.5, 60 , 60 , 60 , 60 , 60 , 60 , 60 , 60]
+OptimizationAzimuth = [0 , 0 , 45 , 90 , 135 , 180 , 225 , 270 , 315 , 0 , 45 , 90 , 135 , 180 , 225 , 270 , 315 , 0 , 45 , 90 , 135 , 180 , 225 , 270 , 315 , 0 , 45 , 90 , 135 , 180 , 225 , 270 , 315]
+OptimizationWeight = [40 , 20 , 20 , 20 , 20 , 20 , 20 , 20 , 20 , 200 , 200 , 200 , 200 , 200 , 200 , 200 , 200 , 2 , 2 , 2 , 2 , 2 , 2 , 2 , 2 , 3 , 3 , 3 , 3 , 3 , 3 , 3 , 3]
+OptimizationConditioning = 1.0e4
+NumberReconstructedLayers = 10
+AoArea = 'circle'
+
+[RTC]
+LoopGain_HO = 0.3
+SensorFrameRate_HO = 1000.0
+LoopDelaySteps_HO = 2
+LoopGain_LO = 0.3
+SensorFrameRate_LO = 1000.0
+LoopDelaySteps_LO = 2
+
diff --git a/perfTest/SOUL.ini b/perfTest/SOUL.ini
new file mode 100644
index 0000000..eda0ef4
--- /dev/null
+++ b/perfTest/SOUL.ini
@@ -0,0 +1,53 @@
+[telescope]
+TelescopeDiameter = 8.222
+ZenithAngle = 30.0
+ObscurationRatio = 0.111
+Resolution = 150
+TechnicalFoV = 10
+
+[atmosphere]
+Wavelength = 500e-9
+Seeing = 0.8
+L0 = 40.0
+Cn2Weights = [0.70, 0.06, 0.14, 0.10]
+Cn2Heights = [119.,  837., 3045., 12780.]
+WindSpeed = [5., 10., 30., 20.]
+WindDirection = [0., 0., 0., 0.]
+
+[sources_science]
+Wavelength = [2150e-9]
+Zenith = [0.0]
+Azimuth = [0.0]
+
+[sources_HO]
+Wavelength = 750e-9
+Zenith = [0.0]
+Azimuth = [0.0]
+Height = 0.0
+
+[sensor_science]
+PixelScale = 14.9
+FieldOfView = 256
+
+[sensor_HO]
+WfsType = 'Pyramid'
+Modulation = 3
+PixelScale = 1000      
+FieldOfView = 2  
+NumberPhotons = [10]    
+SigmaRON = 0.0               
+ExcessNoiseFactor = 2.0 
+NumberLenslets = [40]    
+SizeLenslets = [0.2]  
+NoiseVariance = [None]
+
+[DM]
+NumberActuators = [30]
+DmPitchs = [0.275]
+DmHeights = [0.0] 
+AoArea = 'circle'
+
+[RTC]
+LoopGain_HO = 0.3                               
+SensorFrameRate_HO = 1700.0
+LoopDelaySteps_HO = 3   
diff --git a/perfTest/SPHERE.ini b/perfTest/SPHERE.ini
new file mode 100644
index 0000000..9449065
--- /dev/null
+++ b/perfTest/SPHERE.ini
@@ -0,0 +1,54 @@
+[telescope]
+TelescopeDiameter = 8.0
+ZenithAngle = 30.0
+ObscurationRatio = 0.16
+Resolution = 128
+TechnicalFoV=10
+
+[atmosphere]
+Wavelength = 500e-9
+Seeing = 0.7
+L0 = 22.0
+Cn2Weights = [0.59, 0.02, 0.04, 0.06, 0.01, 0.05, 0.09, 0.04, 0.05, 0.05]
+Cn2Heights = [30, 140, 281, 562, 1125, 2250, 4500, 7750, 11000, 14000]
+WindSpeed = [6.6, 5.9, 5.1, 4.5, 5.1, 8.3, 16.3, 10.2, 14.3, 17.5]
+WindDirection = [0., 0., 0., 0., 90., -90., -90., 90., 0., 0.]
+r0_Value=0
+testWindspeed=0
+
+[sources_science]
+Wavelength = [1.65e-06]
+Zenith = [0.0]
+Azimuth = [0.0]
+
+[sources_HO]
+Wavelength = 7e-07
+Zenith = [0.0]
+Azimuth = [0.0]
+Height = 0.0
+
+[sensor_science]
+PixelScale = 12.25
+FieldOfView = 256
+
+[sensor_HO]
+WfsType = 'Shack-Hartmann'
+Modulation = None
+PixelScale = 417
+FieldOfView = 6
+NumberPhotons = [20.0]
+SigmaRON = 0.2
+ExcessNoiseFactor = 2.0
+NumberLenslets = [40]
+NoiseVariance = [None]
+
+[DM]
+NumberActuators = [40]
+DmPitchs = [0.2]
+DmHeights = [0.0]
+AoArea = 'square'
+
+[RTC]
+LoopGain_HO = 0.3
+SensorFrameRate_HO = 1380.0
+LoopDelaySteps_HO = 3
diff --git a/tiptop/tiptop.py b/tiptop/tiptop.py
index 832db89..0363bed 100644
--- a/tiptop/tiptop.py
+++ b/tiptop/tiptop.py
@@ -8,11 +8,9 @@
 
 from datetime import datetime
 
-
-
 rc("text", usetex=False)
 
-def overallSimulation(path, parametersFile, outputDir, outputFile, pitchScaling=1, doConvolve=False, doPlot=False, verbose=False):
+def overallSimulation(path, parametersFile, outputDir, outputFile, doConvolve=False, doPlot=False, verbose=False, returnRes=False):
     """
     function to run the entire tiptop simulation based on the imput file
     
@@ -41,60 +39,107 @@ def overallSimulation(path, parametersFile, outputDir, outputFile, pitchScaling=
           
 
     # initiate the parser
-    fullPathFilename = os.path.join(path, parametersFile + '.ini')    
-    parser           = ConfigParser()
-    parser.read(fullPathFilename);
-    
-    # read main parameters
-    tel_radius = eval(parser.get('telescope', 'TelescopeDiameter'))/2  # mas       
-    wvl_temp = eval(parser.get('sources_science', 'Wavelength'))
-    if isinstance(wvl_temp, list):
-        wvl = wvl_temp[0]  # lambda
-    else:
-        wvl = wvl_temp     # lambda
-    zenithSrc  = eval(parser.get('sources_science', 'Zenith'))
-    azimuthSrc = eval(parser.get('sources_science', 'Azimuth'))
-
-    # it checks if LO parameters are set and then it acts accordingly
-    if parser.has_section('sensor_LO'):
-        LOisOn = True
-        if verbose: print('LO part is present')
-    else:
-        LOisOn = False
-        nNaturalGS = 0
-        if verbose: print('LO part is not present')
+    fullPathFilename_ini = os.path.join(path, parametersFile + '.ini')    
+    fullPathFilename_yml = os.path.join(path, parametersFile + '.yml')
+
+    if os.path.exists(fullPathFilename_yml):
+        with open(fullPathFilename_yml) as f:
+            my_yaml_dict = yaml.safe_load(f)
+        # read main parameters
+        tel_radius = my_yaml_dict['telescope']['TelescopeDiameter']/2  # mas       
+        wvl_temp = my_yaml_dict['sources_science']['Wavelength']
+        if isinstance(wvl_temp, list):
+            wvl = wvl_temp[0]  # lambda
+        else:
+            wvl = wvl_temp     # lambda
+        zenithSrc  = my_yaml_dict['sources_science']['Zenith']
+        azimuthSrc = my_yaml_dict['sources_science']['Azimuth']
         
-    if LOisOn:
-        LO_wvl_temp = eval(parser.get('sources_LO', 'Wavelength'))
-        if isinstance(LO_wvl_temp, list):
-            LO_wvl = LO_wvl_temp[0]  # lambda
+        # it checks if LO parameters are set and then it acts accordingly
+        if 'sensor_LO' in my_yaml_dict.keys():
+            LOisOn = True
+            if verbose: print('LO part is present')
         else:
-            LO_wvl = LO_wvl_temp     # lambda
-        LO_zen     = eval(parser.get('sources_LO', 'Zenith'))
-        LO_az      = eval(parser.get('sources_LO', 'Azimuth'))
-        LO_fluxes  = eval(parser.get('sensor_LO', 'NumberPhotons'))
-        fr         = eval(parser.get('RTC', 'SensorFrameRate_LO'))
+            LOisOn = False
+            nNaturalGS = 0
+            if verbose: print('LO part is not present')
+
+        if LOisOn:        
+            LO_wvl_temp = my_yaml_dict['sources_LO']['Wavelength']
+            if isinstance(LO_wvl_temp, list):
+                LO_wvl = LO_wvl_temp[0]  # lambda
+            else:
+                LO_wvl = LO_wvl_temp     # lambda
+            LO_zen     = my_yaml_dict['sources_LO']['Zenith']
+            LO_az      = my_yaml_dict['sources_LO']['Azimuth']
+            LO_fluxes  = my_yaml_dict['sensor_LO']['NumberPhotons']
+            fr         = my_yaml_dict['RTC']['SensorFrameRate_LO']
+
+        fao = fourierModel( fullPathFilename_yml, calcPSF=False, verbose=False, display=False, getPSDatNGSpositions=True)
+        
+    else:
+        parser           = ConfigParser()
+        parser.read(fullPathFilename_ini);
+        # read main parameters
+        tel_radius = eval(parser.get('telescope', 'TelescopeDiameter'))/2  # mas       
+        wvl_temp = eval(parser.get('sources_science', 'Wavelength'))
+        if isinstance(wvl_temp, list):
+            wvl = wvl_temp[0]  # lambda
+        else:
+            wvl = wvl_temp     # lambda
+        zenithSrc  = eval(parser.get('sources_science', 'Zenith'))
+        azimuthSrc = eval(parser.get('sources_science', 'Azimuth'))
+        # it checks if LO parameters are set and then it acts accordingly
+        if parser.has_section('sensor_LO'):
+            LOisOn = True
+            if verbose: print('LO part is present')
+        else:
+            LOisOn = False
+            nNaturalGS = 0
+            if verbose: print('LO part is not present')
+
+        if LOisOn:
+            LO_wvl_temp = eval(parser.get('sources_LO', 'Wavelength'))
+            if isinstance(LO_wvl_temp, list):
+                LO_wvl = LO_wvl_temp[0]  # lambda
+            else:
+                LO_wvl = LO_wvl_temp     # lambda
+            LO_zen     = eval(parser.get('sources_LO', 'Zenith')) 
+            LO_az      = eval(parser.get('sources_LO', 'Azimuth'))
+            LO_fluxes  = eval(parser.get('sensor_LO', 'NumberPhotons'))
+            fr         = eval(parser.get('RTC', 'SensorFrameRate_LO'))
 
+
+        fao = fourierModel( fullPathFilename_ini, calcPSF=False, verbose=False, display=False, getPSDatNGSpositions=True)
+
+
+    if LOisOn:        
         # NGSs positions
         NGS_flux = []
         polarNGSCoordsList = []
         for aFlux, aZen, aAz in zip(LO_fluxes, LO_zen, LO_az):
-            polarNGSCoordsList.append([aZen, aAz])
+            polarNGSCoordsList.append([aZen, aAz])   
             NGS_flux.append(LO_fluxes[0]*fr)
-
-        polarNGSCoords     = np.asarray(polarNGSCoordsList)
-        nNaturalGS         = polarNGSCoords.shape[0]
+            polarNGSCoords     = np.asarray(polarNGSCoordsList)
+            nNaturalGS         = polarNGSCoords.shape[0]
 
     pp                 = polarToCartesian(np.array( [zenithSrc, azimuthSrc]))
     xxPointigs         = pp[0,:]
     yyPointigs         = pp[1,:]
-    nPointings         = pp.shape[1]
+        
+#  cartPointingCoords=np.array([xxPointigs, yyPointigs]).transpose(),
+#  extraPSFsDirections=polarNGSCoordsList
+#  kcExt=kcExt
+#  pitchScaling=pitchScaling
+#  path_pupil=path_pupil
 
-    if verbose:
-        print('******** HO PSD science and NGSs directions')
     # High-order PSD caculations at the science directions and NGSs directions
-    fao = fourierModel(fullPathFilename, calcPSF=False, verbose=False, display=False, getPSDatNGSpositions=LOisOn,getErrorBreakDown=verbose)
+#    PSD           = fao.powerSpectrumDensity() # in nm^2 : old way?
     PSD           = fao.PSD # in nm^2
+    nPointings         = pp.shape[1]
+    if verbose:
+        print('******** HO PSD science and NGSs directions')
+
     PSD           = PSD.transpose()
     N             = PSD[0].shape[0]
     freq_range    = fao.ao.cam.fovInPix*fao.freq.PSDstep 
@@ -127,10 +172,9 @@ def psdSetToPsfSet(inputPSDs,wavelength,pixelscale,scaleFactor=1,verbose=False):
             psfLongExpArr.append(psfLE)
             # Get SR and FWHM in mas at the NGSs positions at the sensing wavelength
             SR             = np.exp(-computedPSD.sum()* scaleFactor) # Strehl-ratio at the sensing wavelength
-            #SR              = getStrehl(cp.asnumpy(psfLE.sampling), fao.ao.tel.pupil, fao.samp)
             NGS_SR.append(SR)
-            FWHMx,FWHMy    = getFWHM( cp.asnumpy(psfLE.sampling),pixelscale, method='contour', nargout=2)
-            FWHM           = np.sqrt(FWHMx*FWHMy) #average over major and minor axes
+            FWHMx,FWHMy    = getFWHM( psfLE.sampling, pixelscale, method='contour', nargout=2)
+            FWHM           = max(FWHMx, FWHMy) #0.5*(FWHMx+FWHMy) #average over major and minor axes
             # note : the uncertainities on the FWHM seems to create a bug in mavisLO
             NGS_FWHM_mas.append(FWHM)
             if verbose:
@@ -189,7 +233,14 @@ def psdSetToPsfSet(inputPSDs,wavelength,pixelscale,scaleFactor=1,verbose=False):
             tiledDisplay(results)
             plotEllipses(cartPointingCoords, cov_ellipses, 0.4)
         else:
-            tiledDisplay(results)
+            results[0].standardPlot(True)
+
+    # save PSF cube in fits    
+    hdul1 = fits.HDUList()
+    cube =[]
+    hdul1.append(fits.PrimaryHDU())
+    for img in results:
+        cube.append(img.sampling)
     
     if returnRes:
         HO_res = np.sqrt(np.sum(PSD[:-nNaturalGS],axis=(1,2)))
@@ -231,4 +282,4 @@ def psdSetToPsfSet(inputPSDs,wavelength,pixelscale,scaleFactor=1,verbose=False):
         #############################
 
         hdul1.writeto( os.path.join(outputDir, outputFile + '.fits'), overwrite=True)
-        print("Output cube shape:", cube.shape)
\ No newline at end of file
+        print("Output cube shape:", cube.shape)
diff --git a/tiptop/tiptopCLT.py b/tiptop/tiptopCLT.py
index b1bf152..571187d 100755
--- a/tiptop/tiptopCLT.py
+++ b/tiptop/tiptopCLT.py
@@ -17,7 +17,7 @@
 import os
 import sys
 import argparse
-from tiptop.tiptop import *
+from tiptop import *
 
 my_parser = argparse.ArgumentParser(description='TIPTOP Command Line Tool')
 
@@ -42,4 +42,4 @@
 overallSimulation( InputPath, parametersFile, baseOutpuPath, outputFile, doConvolve=True, pitchScaling = 0.9)
 
 # test command: 
-# ./tiptopCLT.py localTest/params1GPU localTest/test
\ No newline at end of file
+# ./tiptopCLT.py localTest/params1GPU localTest/test


Test patch:
diff --git a/main_sphere_test.ipynb b/main_sphere_test.ipynb
new file mode 100644
index 0000000..5625090
--- /dev/null
+++ b/main_sphere_test.ipynb
@@ -0,0 +1,231 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# IMPORT PYTHON LIBRARY\n",
+    "import numpy as np\n",
+    "import matplotlib as mpl\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.font_manager\n",
+    "import os\n",
+    "import re\n",
+    "from astropy.io import fits\n",
+    "from configparser import ConfigParser\n",
+    "\n",
+    "# IMPORT TIPTO\n",
+    "from tiptop.tiptop import *\n",
+    "from configparser import ConfigParser\n",
+    "\n",
+    "parser = ConfigParser()\n",
+    "parser.optionxform = str\n",
+    "rc(\"text\", usetex=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import sys\n",
+    "#sys.path"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# DEFINING PATHS\n",
+    "#inputDir = '/home/frossi/dev/TIPTOP/' # \n",
+    "inputDir = '/raid1/guido/TIPTOP/INI/'\n",
+    "inputName = 'sphere'\n",
+    "outputDir = '/home/frossi/dev/TIPTOP/data/' "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "sphere_tiptop_zeith30.0deg_psfs_wvl_550.0nm_nPSF1_seeing0.735632arcsec_L022.0m_iso2.3042962606561943arcsec\n",
+      "\n",
+      "Vectorize the wavelength value to cope with the number of SCIENCE sources\n",
+      "No windPsdFile file is set.\n",
+      "%%%%%%%% ATTENTION %%%%%%%%\n",
+      "You must provide r0_Value or Seeing value, not both, \n",
+      "Seeing parameter will be used, r0_Value will be discarded!\n",
+      "\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 720x720 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 576x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Output cube shape: (1, 1024, 1024)\n"
+     ]
+    }
+   ],
+   "source": [
+    "# INSTANTIATING THE PARSER\n",
+    "inputFile_ini = inputDir + inputName + '.ini'\n",
+    "inputFile_yml = inputDir + inputName + '.yml'\n",
+    "parser = ConfigParser()\n",
+    "parser.optionxform = str\n",
+    "parser.read(inputFile_ini)\n",
+    "# NumberPhotons = eval(parser['sensor_LO']['NumberPhotons'])\n",
+    "Wavelength = (eval(parser['sources_science']['Wavelength']))[0]\n",
+    "SourceZenith = eval(parser['sources_science']['Zenith'])\n",
+    "n_psf = len(SourceZenith)\n",
+    "ZenithAngle = eval(parser['telescope']['ZenithAngle'])\n",
+    "Seeing = eval(parser['atmosphere']['Seeing'])\n",
+    "L0 = eval(parser['atmosphere']['L0'])\n",
+    "Cn2Weights = eval(parser['atmosphere']['Cn2Weights'])\n",
+    "Cn2Heights = eval(parser['atmosphere']['Cn2Heights'])\n",
+    "# ---------------------------\n",
+    "#Computation of the Cn2.dh profile using the seeing and the %Cn2.dh profile\n",
+    "cn2dhtot = (Seeing*np.pi/(180.*3600.)*(500.*1e-9)**(1.0/5.0)/5.25)**(5.0/3.0)\n",
+    "cn2dh = cn2dhtot*np.array(Cn2Weights)\n",
+    "#Isoplanatic angle\n",
+    "isoangle = 0.058*(500e-9)**(6.0/5.0)*np.sum(cn2dh*np.array(Cn2Heights)**(5./3.))**(-3.0/5.0)\n",
+    "isoangle = isoangle*180.*3600./np.pi #In arcsec \n",
+    "# ---------------------------\n",
+    "# define the name of the .fits file\n",
+    "outputFile = 'sphere_tiptop_zeith' +str(ZenithAngle)+ 'deg'\\\n",
+    "           + '_psfs_wvl_' + str(Wavelength*1e9) + 'nm_nPSF'\\\n",
+    "           + str(n_psf) + '_seeing' + str(Seeing) + 'arcsec_L0'\\\n",
+    "           + str(L0) + 'm_iso' + str(isoangle) + 'arcsec'\n",
+    "# run the computation\n",
+    "print(outputFile)\n",
+    "overallSimulation(inputDir, inputName, outputDir, outputFile, doConvolve=True, doPlot=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "[14.585641813356993]\n",
+      "[0.37491]\n"
+     ]
+    }
+   ],
+   "source": [
+    "fao = fourierModel(inputFile_yml, calcPSF=False, display=False)\n",
+    "a = fits.getdata(outputDir + outputFile + '.fits')\n",
+    "print([FourierUtils.getFWHM(a[n], fao.ao.cam.psInMas, nargout=1) for n in range(n_psf)])\n",
+    "print([FourierUtils.getStrehl(a[n], fao.ao.tel.pupil, fao.freq.sampRef) for n in range(n_psf)])\n",
+    "#data = np.array([Y.reshape(-1), X.reshape(-1), Zenith, Azimuth])\n",
+    "#hdu = fits.PrimaryHDU(data)\n",
+    "#hdu.writeto(outputDir + \"psfs_location_y_x_zenith_azimuth.fits\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.colorbar.Colorbar at 0x7f150cdb34d0>"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig, _ = plt.subplots()\n",
+    "plt.imshow(np.log10(FourierUtils.cropSupport(a[0],4)))\n",
+    "plt.colorbar()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.8"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}