<h1 align='center'>Candphy</h1>
<p align='center'>
<img height='275px' width='260px' src='https://raw.githubusercontent.com/perseu912/candphy/main/img/Candphy.png' style='height:450; witdh:200'>
<br/>
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<p align='center'> <b>Library from Python3.+ for development, works, researches, and more other works and projects on the more points of physic 📈📊</b></p>
## First time
<br/>
<!--### About
This lib find make a resume of the important's tools and mechanism presnets in the area's from the phyisics world, as the computational physical, mechanical sthatistics, waves and micro-waves, signals of radio, quantum, astronomy, study of scientifcal data, eletronic, eletrodynamics, modern physics, mechanical analithics, and other's -->
## Installation:
<hr/>
this lib is found on the site of packages for python the <a href='https://pypi.org'>pypi</a> and on the site that is a repository for the codes and softwares with licenses from majority business of the word, the <a href='https://github.com'>github</a>.
### Linux
```bash
$ pip3 install candphy -U
```
### Windows
```cmd
C\:> python3 -m pip3 install candphy -U
```
<br/><br/>
# Examples
<hr/>
# Waves
## Signal Radio
(need the RTL-SDR driver)
```py
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:
```sh
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'}
```
<img height='270px' src='https://raw.githubusercontent.com/perseu912/candphy/main/tests/signal_radio_plot.png' >
<hr>
## Gravitational Waves
### working data
getting the data:
```py
from candphy.waves import gwaves
gw = gwaves.Gwaves_Data()
pd_gw = gw.data_gw
```
showing the DataFrame:
```py
#printing the DataFrame of Gravitational Waves
print('type:',type(pd_gw))
print(pd_gw)
```
output:
```sh
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:
```py
print('columns:')
print(pd_gw.columns)
```
output:
```sh
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')
```
### plotting signal
```py
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:
<img height='400px' width='800px' src='https://raw.githubusercontent.com/perseu912/candphy/main/tests/gwave/signal_GW200322_091133.png' >
Raw data
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"description": "\n<h1 align='center'>Candphy</h1>\n<p align='center'>\n<img height='275px' width='260px' src='https://raw.githubusercontent.com/perseu912/candphy/main/img/Candphy.png' style='height:450; witdh:200'>\n <br/>\n<a href=\"https://twitter.com/BezerraReinan\"><img title=\"Autor\" src=\"https://img.shields.io/badge/Autor-reinan_br-blue.svg?style=for-the-badge&logo=twitter\"></a>\n<br/>\n<p align='center'>\n<!-- github dados -->\n<a href='https://python.org'><img src='https://img.shields.io/github/pipenv/locked/python-version/perseu912/candphy'></a>\n<a href='#'><img src='https://img.shields.io/github/languages/code-size/perseu912/candphy'></a>\n<a href='#'><img src='https://img.shields.io/github/commit-activity/w/perseu912/candphy'></a>\n<a href='#'><img src='https://img.shields.io/github/last-commit/perseu912/candphy'></a>\n<br/>\n<!-- sites de pacotes -->\n<a href='https://pypi.org/project/candphy/'><img src='https://img.shields.io/pypi/v/candphy'></a>\n<a href='#'><img src='https://img.shields.io/pypi/wheel/candphy'></a>\n<a href='#'><img alt=\"PyPI - Downloads\" src=\"https://img.shields.io/pypi/dd/candphy\"></a>\n<a href='#'><img src='https://img.shields.io/pypi/implementation/candphy'></a>\n<br/>\n<!-- outros premios e analises -->\n<a href='#'><img alt=\"CodeFactor Grade\" src=\"https://img.shields.io/codefactor/grade/github/perseu912/candphy?logo=codefactor\">\n</a>\n<!-- redes sociais -->\n<br/>\n<a href='https://instagram.com/gpftc_ifsertao/'><img src='https://shields.io/badge/insta-gpftc_ifsertao-violet?logo=instagram&style=flat'></a>\n</p>\n</p>\n<p align='center'> <b>Library from Python3.+ for development, works, researches, and more other works and projects on the more points of physic \ud83d\udcc8\ud83d\udcca</b></p>\n\n## First time\n<br/>\n\n<!--### About\nThis lib find make a resume of the important's tools and mechanism presnets in the area's from the phyisics world, as the computational physical, mechanical sthatistics, waves and micro-waves, signals of radio, quantum, astronomy, study of scientifcal data, eletronic, eletrodynamics, modern physics, mechanical analithics, and other's -->\n\n\n## Installation:\n<hr/>\n\nthis lib is found on the site of packages for python the <a href='https://pypi.org'>pypi</a> and on the site that is a repository for the codes and softwares with licenses from majority business of the word, the <a href='https://github.com'>github</a>.\n### Linux\n```bash\n$ pip3 install candphy -U\n```\n### Windows\n```cmd\nC\\:> python3 -m pip3 install candphy -U\n```\n<br/><br/>\n# Examples\n<hr/>\n\n# Waves\n\n## Signal Radio \n(need the RTL-SDR driver)\n\n```py\nfrom candphy.waves import get_signal_radio as gr\nfrom candphy.waves import plot_signal as ps\nfrom candphy.logs import show_console \n\n#showing the logs from work lib\nshow_console(False)\n\n#getting signals samples from \n#the around of the frequency 99.9Mhz\n#(raio from space get is of 3.1Mhz)\ns = gr(99.9)\n\nprint('signal radio: \\n',s)\n\n#plotting this signal radio\nps(s)\n'''\n\n```\noutput:\n```sh\nDetached kernel driver\nFound Rafael Micro R820T tuner\n[R82XX] PLL not locked!\nExact sample rate is: 3100000.092387 Hz\nReattached kernel driver\nsignal radio:\n{'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,\n -0.00392157-0.00392157j, ..., 0.1372549 -0.0745098j ,\n -0.10588235+0.15294118j, -0.16078431+0.10588235j]), 'type': 'signal_radio'} \n```\n<img height='270px' src='https://raw.githubusercontent.com/perseu912/candphy/main/tests/signal_radio_plot.png' >\n\n<hr>\n\n## Gravitational Waves\n\n### working data\n\ngetting the data:\n```py\nfrom candphy.waves import gwaves\n\ngw = gwaves.Gwaves_Data()\npd_gw = gw.data_gw\n```\nshowing the DataFrame:\n```py\n#printing the DataFrame of Gravitational Waves\nprint('type:',type(pd_gw))\nprint(pd_gw)\n```\n\noutput:\n```sh\ntype: <class 'pandas.core.frame.DataFrame'>\n \n Name Version Release GPS Mass 1 (M\u2609) ... Redshift False Alarm Rate (yr-1) Final Mass (M\u2609) Date Link\n0 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...\n1 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 \u2264 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...\n2 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 \u2264 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...\n3 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...\n4 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...\n.. ... ... ... ... ... ... ... ... ... ... ...\n88 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 \u2264 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...\n89 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 \u2264 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...\n90 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 \u2264 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...\n91 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...\n92 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 \u2264 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...\n\n[93 rows x 17 columns]\n```\n\nthe columns in the data:\n```py\nprint('columns:')\nprint(pd_gw.columns)\n```\n\noutput:\n```sh\ncolumns:\nIndex(['Name', 'Version', 'Release', 'GPS', 'Mass 1 (M\u2609)', 'Mass 2 (M\u2609)',\n 'Network SNR', 'Distance (Mpc)', '\u03c7eff', 'Total Mass (M\u2609)',\n 'Chirp Mass (M\u2609)', 'Detector Frame Chirp Mass (M\u2609)', 'Redshift',\n 'False Alarm Rate (yr-1)', 'Final Mass (M\u2609)', 'Date', 'Link'],\n dtype='object')\n```\n### plotting signal\n```py\nfrom candphy.waves import gwaves\n\n#instanciamint the data of graviatitonal waves\ngw = gwaves.Gwaves_Data()\n\n#getting the name of last gwave from data\ngw_name = gw.data_gw['Name'][0]\n\n#getting the gwave of this name\ngwave = gw.get_gwave(name_gwave=gw_name)\n\n#ploting the gwave signal\nplt_signal = gw.plot_gwave(gwave)\n\nplt_signal.savefig(f'signal_{gw_name}.png',dpi=900)\nplt_signal.show()\n```\noutput:\n<img height='400px' width='800px' src='https://raw.githubusercontent.com/perseu912/candphy/main/tests/gwave/signal_GW200322_091133.png' >\n",
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