Library from Python3.+ for development, works, researches, and more other works and projects on the more points of physic 📈📊
this lib is found on the site of packages for python the pypi and on the site that is a repository for the codes and softwares with licenses from majority business of the word, the github.
$ pip3 install candphy -UC\:> python3 -m pip3 install candphy -U(need the RTL-SDR driver)
from candphy.waves import get_signal_radio as gr
from candphy.waves import plot_signal as ps
from candphy.logs import show_console
#showing the logs from work lib
show_console(False)
#getting signals samples from
#the around of the frequency 99.9Mhz
#(raio from space get is of 3.1Mhz)
s = gr(99.9)
print('signal radio: \n',s)
#plotting this signal radio
ps(s)
'''output:
Detached kernel driver
Found Rafael Micro R820T tuner
[R82XX] PLL not locked!
Exact sample rate is: 3100000.092387 Hz
Reattached kernel driver
signal radio:
{'freq_center': 99900000.0, 'freq_rate': 3100000.0, 'bytes': 1024, 'order': 1000000.0, 'size_signal': 262144, 'samples': array([-0.00392157-0.00392157j, -0.00392157-0.00392157j,
-0.00392157-0.00392157j, ..., 0.1372549 -0.0745098j ,
-0.10588235+0.15294118j, -0.16078431+0.10588235j]), 'type': 'signal_radio'} 
getting the data:
from candphy.waves import gwaves
gw = gwaves.Gwaves_Data()
pd_gw = gw.data_gwshowing the DataFrame:
#printing the DataFrame of Gravitational Waves
print('type:',type(pd_gw))
print(pd_gw)output:
type: <class 'pandas.core.frame.DataFrame'>
Name Version Release GPS Mass 1 (M☉) ... Redshift False Alarm Rate (yr-1) Final Mass (M☉) Date Link
0 GW200322_091133 v1 GWTC-3-confident 1.268904e+09 34.0 34 +48 -18 ... 0.6 0.60 +0.84 -0.30 140.0 140 53.0 53 +38 -26 2020-03-22T09:12:10.300 https://www.gw-openscience.org/eventapi/html/G...
1 GW200316_215756 v1 GWTC-3-confident 1.268431e+09 13.1 13.1 +10.2 -2.9 ... 0.22 0.22 +0.08 -0.08 1e-05 ≤ 1.0e-05 20.2 20.2 +7.4 -1.9 2020-03-16T21:58:33.100 https://www.gw-openscience.org/eventapi/html/G...
2 GW200311_115853 v1 GWTC-3-confident 1.267963e+09 34.2 34.2 +6.4 -3.8 ... 0.23 0.23 +0.05 -0.07 1e-05 ≤ 1.0e-05 59.0 59.0 +4.8 -3.9 2020-03-11T11:59:30.300 https://www.gw-openscience.org/eventapi/html/G...
3 GW200308_173609 v1 GWTC-3-confident 1.267724e+09 36.4 36.4 +11.2 -9.6 ... 0.83 0.83 +0.32 -0.35 2.4 2.4 47.4 47.4 +11.1 -7.7 2020-03-08T17:36:46.700 https://www.gw-openscience.org/eventapi/html/G...
4 GW200306_093714 v1 GWTC-3-confident 1.267523e+09 28.3 28.3 +17.1 -7.7 ... 0.38 0.38 +0.24 -0.18 24.0 24 41.7 41.7 +12.3 -6.9 2020-03-06T09:37:51.100 https://www.gw-openscience.org/eventapi/html/G...
.. ... ... ... ... ... ... ... ... ... ... ...
88 GW170608 v3 GWTC-1-confident 1.180922e+09 11.0 11.0 +5.5 -1.7 ... 0.07 0.07 +0.02 -0.02 1e-07 ≤ 1.0e-07 17.8 17.8 +3.4 -0.7 2017-06-08T02:01:53.500 https://www.gw-openscience.org/eventapi/html/G...
89 GW170104 v2 GWTC-1-confident 1.167560e+09 30.8 30.8 +7.3 -5.6 ... 0.2 0.20 +0.08 -0.08 1e-07 ≤ 1.0e-07 48.9 48.9 +5.1 -4.0 2017-01-04T10:12:35.600 https://www.gw-openscience.org/eventapi/html/G...
90 GW151226 v2 GWTC-1-confident 1.135136e+09 13.7 13.7 +8.8 -3.2 ... 0.09 0.09 +0.04 -0.04 1e-07 ≤ 1.0e-07 20.5 20.5 +6.4 -1.5 2015-12-26T03:39:29.600 https://www.gw-openscience.org/eventapi/html/G...
91 GW151012 v3 GWTC-1-confident 1.128679e+09 23.2 23.2 +14.9 -5.5 ... 0.21 0.21 +0.09 -0.09 0.00792 7.9e-03 35.6 35.6 +10.8 -3.8 2015-10-12T09:55:19.400 https://www.gw-openscience.org/eventapi/html/G...
92 GW150914 v3 GWTC-1-confident 1.126259e+09 35.6 35.6 +4.7 -3.1 ... 0.09 0.09 +0.03 -0.03 1e-07 ≤ 1.0e-07 63.1 63.1 +3.4 -3.0 2015-09-14T09:51:21.400 https://www.gw-openscience.org/eventapi/html/G...
[93 rows x 17 columns]the columns in the data:
print('columns:')
print(pd_gw.columns)output:
columns:
Index(['Name', 'Version', 'Release', 'GPS', 'Mass 1 (M☉)', 'Mass 2 (M☉)',
'Network SNR', 'Distance (Mpc)', 'χeff', 'Total Mass (M☉)',
'Chirp Mass (M☉)', 'Detector Frame Chirp Mass (M☉)', 'Redshift',
'False Alarm Rate (yr-1)', 'Final Mass (M☉)', 'Date', 'Link'],
dtype='object')from candphy.waves import gwaves
#instanciamint the data of graviatitonal waves
gw = gwaves.Gwaves_Data()
#getting the name of last gwave from data
gw_name = gw.data_gw['Name'][0]
#getting the gwave of this name
gwave = gw.get_gwave(name_gwave=gw_name)
#ploting the gwave signal
plt_signal = gw.plot_gwave(gwave)
plt_signal.savefig(f'signal_{gw_name}.png',dpi=900)
plt_signal.show()output:
