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diff --git a/python/__pycache__/data.cpython-312.pyc b/python/__pycache__/data.cpython-312.pyc
index 669f1fb6793ecae02dbb75fa89fc1af7e7c7320d..e7c2441e7c75368b42ab6b4a3f46e7ae6ae9fef0 100644
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diff --git a/python/__pycache__/rmf.cpython-312.pyc b/python/__pycache__/rmf.cpython-312.pyc
index 101047b6449a65716327c81749d0c022a1d2694f..9598531da4f4748dd03cc387c8ad20056213d6ce 100644
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diff --git a/python/aeFF.py b/python/aeFF.py
index ea646e2571ec935be46c7f1923e0e8a1b72c242a..e07523ee65be4db676a36ceb7a56dcc690010b7e 100644
--- a/python/aeFF.py
+++ b/python/aeFF.py
@@ -11,7 +11,6 @@ def main():
# 1 Estract data from fits file and give these output file_dat
file_dat = "areaEfficace.dat"
data_estraction(file_dat)
-
#2 Filter data
data = np.loadtxt(file_dat, dtype=str)
@@ -20,14 +19,8 @@ def main():
ratio_S = data[:, 2].astype(float)
theta = data[:, 3].astype(float)
phi = data[:, 4].astype(float)
- en_dep_file = data[:, 5]
-
- #en_dep_arrays = [np.load(file) for file in en_dep_files]
-
- # Stampa i dati di en_dep
- #for en_dep_array in en_dep_arrays:
- # print(en_dep_array)
- #print(en_dep_file)
+ X_en_dep_file = data[:, 5]
+ S_en_dep_file = data[:, 6]
# Ottieni tutte le combinazioni uniche di theta e phi
angle_combinations = np.unique(np.column_stack((theta, phi)), axis=0)
@@ -47,7 +40,8 @@ def main():
energy_filtered = energy[mask]
ratio_X_filtered = ratio_X[mask]
ratio_S_filtered = ratio_S[mask]
- en_dep_file_filtered = en_dep_file[mask]
+ X_en_dep_file_filtered = X_en_dep_file[mask]
+ S_en_dep_file_filtered = S_en_dep_file[mask]
# Salva i dati per il plot
plot_data_X.append((energy_filtered, ratio_X_filtered, theta_val, phi_val))
@@ -60,8 +54,12 @@ def main():
#print(energy_filtered)
#print(theta_val)
#print(phi_val)
- rmf_file(en_dep_file_filtered, theta_val, phi_val, energy_filtered)
+ rmf_file(energy_filtered, 'X', X_en_dep_file_filtered, theta_val, phi_val)
+ rmf_file(energy_filtered, 'S', S_en_dep_file_filtered, theta_val, phi_val)
+ # approcci diversi per arf e rmf
+ # in arf essendo più semplice la chiamo una volta e dentro scrivo due volte le cose che deve fare
+ # in rmf essendo più difficile la chiamo due volte con identificativo e scrivo una volta le cose che deve fare
# 5 Plot
#plot_area(plot_data_X, 'X', file_name="XGIS_AeffX.png")
diff --git a/python/data.py b/python/data.py
index ea391c570516de05de736bcc64b2654332b011ea..bf3e17e4ca2f0e7374402391062e9e1a652b19de 100644
--- a/python/data.py
+++ b/python/data.py
@@ -5,7 +5,6 @@ import astropy.io.fits as fits
# Funzione che prende in input un singolo file FITS da processare.
def get_data(files):
-
# Estrazione di energia, theta e phi dal nome del file
base_name = os.path.basename(files) # Ottiene il nome del file senza il percorso
name_parts = base_name.replace('.fits', '').split('_') # Rimuove l'estensione e suddivide il nome del file in una lista di stringhe usando _ come delimitatore.
@@ -21,12 +20,14 @@ def get_data(files):
scint_id_col = data['Scint_ID']
energy = data['En_Primary'][0]
en_dep = data['En_dep']
+ X_en_dep = en_dep[scint_id_col == -1000]
+ S_en_dep = en_dep[scint_id_col != -1000]
eventi_X = (scint_id_col == -1000).sum()
eventi_S = tot_events - eventi_X
ratio_X = eventi_X/tot_events
ratio_S = eventi_S/tot_events
- return energy, ratio_X, ratio_S, theta, phi, en_dep
+ return energy, ratio_X, ratio_S, theta, phi, X_en_dep, S_en_dep
def write_results(file_dat, results):
npy_dir = "/home/alfonso/Scrivania/THESEUS/xgis_m7-main/python/npy"
@@ -34,13 +35,18 @@ def write_results(file_dat, results):
os.makedirs(npy_dir)
with open(file_dat, "w") as f:
- for energy, ratio_X, ratio_S, theta, phi, en_dep in results:
- # Salva l'array en_dep in un file separato, e salva tutto in una cartella
- npy_file = f"en_dep_{energy:.1f}_{theta}_{phi}.npy"
- en_dep_file = os.path.join(npy_dir, npy_file)
- np.save(en_dep_file, en_dep)
+ for energy, ratio_X, ratio_S, theta, phi, X_en_dep, S_en_dep in results:
+ # Salva l'array en_dep in un file separato, e salva tutto in una cartella, Smisto i dati tra X ed S
+ X_npy_file = f"X_en_dep_{energy:.1f}_{theta}_{phi}.npy"
+ S_npy_file = f"S_en_dep_{energy:.1f}_{theta}_{phi}.npy"
+
+ X_en_dep_file = os.path.join(npy_dir, X_npy_file)
+ S_en_dep_file = os.path.join(npy_dir, S_npy_file)
+
+ np.save(X_en_dep_file, X_en_dep)
+ np.save(S_en_dep_file, S_en_dep)
- f.write(f"{energy:.1f}\t{ratio_X:.3f}\t{ratio_S:.3f}\t{theta}\t{phi}\t{npy_file}\n")
+ f.write(f"{energy:.1f}\t{ratio_X:.3f}\t{ratio_S:.3f}\t{theta}\t{phi}\t{X_npy_file}\t{S_npy_file}\n")
# Estrae i dati, processa in parallelo tutti i file .fits presenti nella folder, usa le due funzioni già definite
def data_estraction(file_dat):
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index 74e2e7663b0d0f4c7f9ca85d276a173cb0414d62..0000000000000000000000000000000000000000
Binary files a/python/npy/en_dep_97.0_90.0_90.0.npy and /dev/null differ
diff --git a/python/rmf.py b/python/rmf.py
index a9c7aa68da2976e6b7d035e9c111b19456f3d05e..c064e45c613c6e23a3048b05aa11bb787b0a3deb 100644
--- a/python/rmf.py
+++ b/python/rmf.py
@@ -16,7 +16,7 @@ def create_ebounds_header(extension):
extension.header['HDUCLAS2'] = 'EBOUNDS'
extension.header['HDUVERS'] = '1.2.0'
# optional
- extension.header['PHAFILE'] = 'NONE' # name of PHA file for which this file was produced
+ #extension.header['PHAFILE'] = 'NONE' # name of PHA file for which this file was produced
# obsolete (for old software)
extension.header['RMFVERSN'] = '1992A'
extension.header['HDUVERS1'] = '1.0.0'
@@ -36,9 +36,9 @@ def create_matrix_header(extension):
extension.header['HDUVERS'] = '1.3.0'
#extension.header['TLMIN#'] = 'NONE'# the first channel in the response. # is the column number for the F_CHAN column (see below).
# optional
- extension.header['NUMGRP'] = 'NONE' # the total number of channel subsets. The sum of the N_GRP column.
- extension.header['NUMELT'] = 'NONE' # the total number of response elements. The sum of the N_CHAN column
- extension.header['PHAFILE'] = 'NONE' # name of PHA file for which this file was produced
+ #extension.header['NUMGRP'] = 'NONE' # the total number of channel subsets. The sum of the N_GRP column.
+ #extension.header['NUMELT'] = 'NONE' # the total number of response elements. The sum of the N_CHAN column
+ #extension.header['PHAFILE'] = 'NONE' # name of PHA file for which this file was produced
extension.header['LO_THRES '] = '0' # minimum probability threshold used to construct the matrix (matrix elements below this value are considered to zero and are not stored)
extension.header['HDUCLAS3'] = 'REDIST' # giving further details of the stored matrix Allowed values are: 'REDIST' for a matrix whose elements represent probabilities associated with the photon redistribution process only 'DETECTOR' for a matrix whose elements have been multiplied by all energy-dependent effects associated with detector (eg detector efficiency, window transmission etc). 'FULL' for a matrix whose elements have been multiplied by all energy-dependent effects associated with detector, optics, collimator, filters etc.
# obsolete (for old software)
@@ -85,9 +85,9 @@ def estract_row(en_dep_file, bins):
if in_group: # se è true esegue
n_chan.append(len(counts_norm) - group_start)
- return n_grp, f_chan, n_chan, counts_norm # row_matrix = counts_norm
+ return n_grp, f_chan, n_chan, counts_norm # row_matrix = counts_norm
-def rmf_file(en_dep_file_filt, theta, phi, energy):
+def rmf_file(energy, type, en_dep_file_filt, theta, phi):
try:
os.chdir("/home/alfonso/Scrivania/THESEUS/xgis_m7-main/python/npy")
@@ -116,21 +116,21 @@ def rmf_file(en_dep_file_filt, theta, phi, energy):
print(f"n_chan: {n_chan_col}")
print(f"row_matrix: {row_matrix_col}")
+ # ! *************************************************************************************************************
# Creazione di "Null" primary array
primary_hdu = pyfits.PrimaryHDU()
-
- # Creazione di ebounds BinTableHDU per EVENTI X
- ebounds_bin_tableX_hdu = pyfits.BinTableHDU.from_columns([
+ # Creazione di ebounds BinTableHDU
+ ebounds_bin_table_hdu = pyfits.BinTableHDU.from_columns([
pyfits.Column(name='CHANNEL', format='1I', array = channels),
pyfits.Column(name='E_MIN', format='1E', unit='keV', array = bins[:-1]),
pyfits.Column(name='E_MAX', format='1E', unit='keV', array = bins[1:]),
])
- create_ebounds_header(ebounds_bin_tableX_hdu)
+ create_ebounds_header(ebounds_bin_table_hdu)
- # Creazione di matrice BinTableHDU per EVENTI X
- matrix_bin_tableX_hdu = pyfits.BinTableHDU.from_columns([
+ # Creazione di matrice BinTableHDU
+ matrix_bin_table_hdu = pyfits.BinTableHDU.from_columns([
pyfits.Column(name='ENERG_LO', format='1E', unit='keV', array = energy[:-1]),
pyfits.Column(name='ENERG_HI', format='1E', unit='keV', array = energy[1:]),
pyfits.Column(name='N_GRP', format='1I', array = n_grp_col),
@@ -138,30 +138,21 @@ def rmf_file(en_dep_file_filt, theta, phi, energy):
pyfits.Column(name='N_CHAN', format='PJ', array = n_chan_col),
pyfits.Column(name='MATRIX', format='PE', array = row_matrix_col),
])
-
- create_matrix_header(matrix_bin_tableX_hdu) # Aggiunta header comune per gli eventi X
-
-
-
-
- # !!!! da fare anche per eventi S !!!!!!!!!!!!!!
-
-
-
+ create_matrix_header(matrix_bin_table_hdu)
+
# Creazione di HDUList e scrittura del file FITS
- hdulX = pyfits.HDUList([primary_hdu, ebounds_bin_tableX_hdu, matrix_bin_tableX_hdu])
- #hdulS = pyfits.HDUList([primary_hdu, ebounds_bin_tableS_hdu, matrix_bin_tableS_hdu])
+ hdul = pyfits.HDUList([primary_hdu, ebounds_bin_table_hdu, matrix_bin_table_hdu])
+
+ # ! *************************************************************************************************************
output_dir = "/home/alfonso/Scrivania/THESEUS/xgis_m7-main/rmf"
if not os.path.exists(output_dir):
os.makedirs(output_dir)
- output_X = os.path.join(output_dir, f"Xrmf_{theta}_{phi}.rmf")
- #output_S = os.path.join(output_dir, f"Srmf_{theta}_{phi}.rmf")
+ output = os.path.join(output_dir, f"{type}rmf_{theta}_{phi}.rmf")
- hdulX.writeto(output_X, overwrite=True)
- #hdulS.writeto(output_S, overwrite=True)
+ hdul.writeto(output, overwrite=True)
print("File .rmf creati correttamente.")
except Exception as e:
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