automatic import of python-guang

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+%global _empty_manifest_terminate_build 0
+Name:		python-guang
+Version:	0.0.8.1.6
+Release:	1
+Summary:	ML/DL tools function library
+License:	GPL-v3
+URL:		https://github.com/beidongjiedeguang/guang
+Source0:	https://mirrors.nju.edu.cn/pypi/web/packages/06/f1/5b86c3b52f01a86fb32ef21d712a00fa2e5396deae9d97cc6ba3bdd32431/guang-0.0.8.1.6.tar.gz
+BuildArch:	noarch
+
+Requires:	python3-gdown
+Requires:	python3-fire
+Requires:	python3-pyyaml
+Requires:	python3-yapf
+Requires:	python3-wget
+Requires:	python3-pendulum
+Requires:	python3-pyprobar
+Requires:	python3-poetry
+Requires:	python3-numpy
+Requires:	python3-pandas
+Requires:	python3-matplotlib
+Requires:	python3-opencv-python
+Requires:	python3-streamlit
+Requires:	python3-plotly
+
+%description
+# Guang
+
+[![image](https://img.shields.io/badge/Pypi-0.0.8.1.6-green.svg)](https://pypi.org/project/guang)
+[![image](https://img.shields.io/badge/python-3.6+-blue.svg)](https://www.python.org/)
+[![image](https://img.shields.io/badge/license-GNU_GPL--v3-blue.svg)](LICENSE)
+[![image](https://img.shields.io/badge/author-K.y-orange.svg?style=flat-square&logo=appveyor)](https://github.com/beidongjiedeguang)
+
+
+
+
+Universal function library of scientific calculation.
+
+## Requirements
+
+```python
+Python 3
+CUDA >= 10.0
+PyTorch >= 1.0
+Tensorflow >= 1.12.0
+opencv-python
+pydub
+librosa
+pyworld
+soundfile
+pypinyin
+pomegranate
+python-Levenshtein
+streamlit
+pyprobar
+fire
+```
+
+
+
+## Installation
+
+```python
+# Before install `guang`, you need to have all the requirements installed.
+pip install guang
+```
+
+​	*Nightly* Build
+
+```bash
+git clone https://github.com/beidongjiedeguang/guang.git
+cd guang
+python ./night_workflow.py
+```
+
+
+
+## Examples
+
+- Convert audio in .mp3/ .wav format to (sample rate=16k, single channel) .wav format
+
+  **Use in bash/shell**
+
+  ```bash
+  guang cvt2wav INPUT OUTPUT
+  ```
+
+  **Use as function**
+
+  ```python
+  from guang.Voice.convert import cvt2wav
+  cvt2wav(input_name, output_name, sr=16000)
+
+  # Multi-process
+  from guang.Voice.convert import multi_cvt2wav 
+  multi_cvt2wav(PATH1, PATH2,sr=16000, n_cpu=None)
+  ```
+
+
+
+
+* **Let the video play at N times speed** (install ffmpeg first)
+
+  ```bash
+  guang av_speed inputname outputname N --cut_frame=False
+  ```
+
+
+
+* **Fourier visualization** 
+
+  ```bash
+  guang fourier
+  ```
+
+* **Fourier draw anything you want** 
+
+  <img src="docs/picture/fourier1.gif" width = "400" height = "300"/>
+
+
+
+  <img src="docs/picture/fourier0.gif" width = "400" height = "300"/>
+
+* **FFT  convolution**
+
+  ```python
+  from guang.sci import fft
+  A = np.random.rand(100, 100)
+  B = np.random.rand(100, 100)
+  fft.fft_conv2d(A, B)
+  ```
+
+
+
+* Use `dict_dotable` to convert a dictionary to dot-able dictionary:
+
+  ```python
+  from guang.Utils.toolsFunc import dict_dotable
+  a = {'a':{'b':1}}
+  a = dict_dotable(a)
+  print(a.a.b)
+
+  >> 1
+  ```
+
+
+
+* ~~Use `probar` to display current progress~~   has separated to  [pyprobar](https://github.com/beidongjiedeguang/python-progress-bar)
+
+  ```python
+  from guang.Utils.bar import bar, probar
+  for idx, x in probar(range(10)):
+      time.sleep(0.8)
+
+  >> 100.00% |█████████████████████████████| 0'7.2"|0'7.2" ETC: 12-2 23:59:8
+
+  N = 1024
+  a = np.linspace(2, 5, N)
+  for idx, i in enumerate(a):
+      time.sleep(0.01)
+      bar(idx, N)
+  >> 100.00% |█████████████████████████████| 0:00:00|0:00:10  ETC: 02-19 20:33:34 
+  ```
+
+
+
+* `@broadcast`  broadcast a non-broadcast function.
+
+  ```python
+  from guang.Utils.toolsFunc import broadcast
+
+  @broadcast
+  def f(x):
+      # A function that can map only a single element
+      if x==1 or x==0:
+          return x
+      else:
+          return f(x-1)+f(x-2)
+
+  >> f([2,4,10])
+  >> array([1, 3, 832040], dtype=object)
+  ```
+
+
+
+* `download` download files from google drive.
+
+  ```python
+  from guang.Utils.google import download
+  url = "https://drive.google.com/open?id=1eU57Fkv1DBEOqi-iOs1AebD02FqVDY23"
+  outname = "filename.zip"
+  download(url, outname)
+  ```
+
+
+
+* `txt2ph` Convert Chinese characters to phoneme.
+
+  ```python
+  from guang.Voice.txt2pinyin import txt2ph
+  txt2ph('你好，我是光')
+
+  >> [('n', 'i3'), ('h', 'ao3'), ('sp1',), ('uo3',), ('sh', 'ii4'), ('g', 'uang1')]
+  ```
+
+
+
+
+* `reduce_from_duration` Remove files with duration less than `least_time` seconds. 
+  Note that this function does not work in the interactive interpreter because it uses [`multiprocessing.pool.Pool`](https://docs.python.org/zh-cn/3/library/multiprocessing.html#multiprocessing.pool.Pool)
+
+  ```python
+  from guang.Voice.reduce import reduce_from_duration
+
+  reduced_list = reduce_from_duration(path_list, least_time=2)
+  print(len(path_list), len(reduced_list))
+
+  >> (6889, 6714)
+  ```
+
+
+
+* Find NOT silence part of a sound file: `find_no_silence`
+
+  ```python
+  from guang.Voice.reduce import find_no_silence
+  start, end, arg_start, arg_end = find_no_silence(filename)
+  ```
+
+
+
+* Download wechat files.
+
+  ```python
+  from guang.wechat.Utils.download import downloads
+  downloads(nickName='caloi', fileType='mp3', d_t=60)
+  ```
+
+
+
+* Plots 3D Scatter:
+
+  ```python
+  from guang.Utils.plotly import Scatter3d
+  from guang.Utils.interesting import Lorenz
+  trace = Lorenz.Trace()
+  x,y,z = trace[:,0], trace[:,1], trace[:,2]
+
+  fig = Scatter3d()
+  fig.scatter3d(x,y,z,mode="lines+markers",color_line=z,color_marker=None,marker_size=2)
+  fig.show()
+  ```
+
+  <img src="docs/picture/Lorenz.gif" width = "400" height = "300"/>
+
+
+
+* Data dimension reduction:
+
+  ```bash
+  cd guang/ML/manifold
+  python test_digits.py
+  ```
+
+  <img src="docs/picture/digits_dimension_reduction.PNG" width = "800" height = "400" />
+
+  ```bash
+  python test_s_curve
+  ```
+
+
+
+  <img src="docs/picture/s_curve.gif" width = "500" height = "500" />
+
+  <img src="docs/picture/s_curve_dimension_reduction.PNG" width = "1000" height = "400"/>
+
+
+
+
+
+
+
+
+
+
+
+* :smiley: 
+
+
+
+
+
+
+
+
+
+
+
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+
+
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+
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+
+
+
+
+
+%package -n python3-guang
+Summary:	ML/DL tools function library
+Provides:	python-guang
+BuildRequires:	python3-devel
+BuildRequires:	python3-setuptools
+BuildRequires:	python3-pip
+%description -n python3-guang
+# Guang
+
+[![image](https://img.shields.io/badge/Pypi-0.0.8.1.6-green.svg)](https://pypi.org/project/guang)
+[![image](https://img.shields.io/badge/python-3.6+-blue.svg)](https://www.python.org/)
+[![image](https://img.shields.io/badge/license-GNU_GPL--v3-blue.svg)](LICENSE)
+[![image](https://img.shields.io/badge/author-K.y-orange.svg?style=flat-square&logo=appveyor)](https://github.com/beidongjiedeguang)
+
+
+
+
+Universal function library of scientific calculation.
+
+## Requirements
+
+```python
+Python 3
+CUDA >= 10.0
+PyTorch >= 1.0
+Tensorflow >= 1.12.0
+opencv-python
+pydub
+librosa
+pyworld
+soundfile
+pypinyin
+pomegranate
+python-Levenshtein
+streamlit
+pyprobar
+fire
+```
+
+
+
+## Installation
+
+```python
+# Before install `guang`, you need to have all the requirements installed.
+pip install guang
+```
+
+​	*Nightly* Build
+
+```bash
+git clone https://github.com/beidongjiedeguang/guang.git
+cd guang
+python ./night_workflow.py
+```
+
+
+
+## Examples
+
+- Convert audio in .mp3/ .wav format to (sample rate=16k, single channel) .wav format
+
+  **Use in bash/shell**
+
+  ```bash
+  guang cvt2wav INPUT OUTPUT
+  ```
+
+  **Use as function**
+
+  ```python
+  from guang.Voice.convert import cvt2wav
+  cvt2wav(input_name, output_name, sr=16000)
+
+  # Multi-process
+  from guang.Voice.convert import multi_cvt2wav 
+  multi_cvt2wav(PATH1, PATH2,sr=16000, n_cpu=None)
+  ```
+
+
+
+
+* **Let the video play at N times speed** (install ffmpeg first)
+
+  ```bash
+  guang av_speed inputname outputname N --cut_frame=False
+  ```
+
+
+
+* **Fourier visualization** 
+
+  ```bash
+  guang fourier
+  ```
+
+* **Fourier draw anything you want** 
+
+  <img src="docs/picture/fourier1.gif" width = "400" height = "300"/>
+
+
+
+  <img src="docs/picture/fourier0.gif" width = "400" height = "300"/>
+
+* **FFT  convolution**
+
+  ```python
+  from guang.sci import fft
+  A = np.random.rand(100, 100)
+  B = np.random.rand(100, 100)
+  fft.fft_conv2d(A, B)
+  ```
+
+
+
+* Use `dict_dotable` to convert a dictionary to dot-able dictionary:
+
+  ```python
+  from guang.Utils.toolsFunc import dict_dotable
+  a = {'a':{'b':1}}
+  a = dict_dotable(a)
+  print(a.a.b)
+
+  >> 1
+  ```
+
+
+
+* ~~Use `probar` to display current progress~~   has separated to  [pyprobar](https://github.com/beidongjiedeguang/python-progress-bar)
+
+  ```python
+  from guang.Utils.bar import bar, probar
+  for idx, x in probar(range(10)):
+      time.sleep(0.8)
+
+  >> 100.00% |█████████████████████████████| 0'7.2"|0'7.2" ETC: 12-2 23:59:8
+
+  N = 1024
+  a = np.linspace(2, 5, N)
+  for idx, i in enumerate(a):
+      time.sleep(0.01)
+      bar(idx, N)
+  >> 100.00% |█████████████████████████████| 0:00:00|0:00:10  ETC: 02-19 20:33:34 
+  ```
+
+
+
+* `@broadcast`  broadcast a non-broadcast function.
+
+  ```python
+  from guang.Utils.toolsFunc import broadcast
+
+  @broadcast
+  def f(x):
+      # A function that can map only a single element
+      if x==1 or x==0:
+          return x
+      else:
+          return f(x-1)+f(x-2)
+
+  >> f([2,4,10])
+  >> array([1, 3, 832040], dtype=object)
+  ```
+
+
+
+* `download` download files from google drive.
+
+  ```python
+  from guang.Utils.google import download
+  url = "https://drive.google.com/open?id=1eU57Fkv1DBEOqi-iOs1AebD02FqVDY23"
+  outname = "filename.zip"
+  download(url, outname)
+  ```
+
+
+
+* `txt2ph` Convert Chinese characters to phoneme.
+
+  ```python
+  from guang.Voice.txt2pinyin import txt2ph
+  txt2ph('你好，我是光')
+
+  >> [('n', 'i3'), ('h', 'ao3'), ('sp1',), ('uo3',), ('sh', 'ii4'), ('g', 'uang1')]
+  ```
+
+
+
+
+* `reduce_from_duration` Remove files with duration less than `least_time` seconds. 
+  Note that this function does not work in the interactive interpreter because it uses [`multiprocessing.pool.Pool`](https://docs.python.org/zh-cn/3/library/multiprocessing.html#multiprocessing.pool.Pool)
+
+  ```python
+  from guang.Voice.reduce import reduce_from_duration
+
+  reduced_list = reduce_from_duration(path_list, least_time=2)
+  print(len(path_list), len(reduced_list))
+
+  >> (6889, 6714)
+  ```
+
+
+
+* Find NOT silence part of a sound file: `find_no_silence`
+
+  ```python
+  from guang.Voice.reduce import find_no_silence
+  start, end, arg_start, arg_end = find_no_silence(filename)
+  ```
+
+
+
+* Download wechat files.
+
+  ```python
+  from guang.wechat.Utils.download import downloads
+  downloads(nickName='caloi', fileType='mp3', d_t=60)
+  ```
+
+
+
+* Plots 3D Scatter:
+
+  ```python
+  from guang.Utils.plotly import Scatter3d
+  from guang.Utils.interesting import Lorenz
+  trace = Lorenz.Trace()
+  x,y,z = trace[:,0], trace[:,1], trace[:,2]
+
+  fig = Scatter3d()
+  fig.scatter3d(x,y,z,mode="lines+markers",color_line=z,color_marker=None,marker_size=2)
+  fig.show()
+  ```
+
+  <img src="docs/picture/Lorenz.gif" width = "400" height = "300"/>
+
+
+
+* Data dimension reduction:
+
+  ```bash
+  cd guang/ML/manifold
+  python test_digits.py
+  ```
+
+  <img src="docs/picture/digits_dimension_reduction.PNG" width = "800" height = "400" />
+
+  ```bash
+  python test_s_curve
+  ```
+
+
+
+  <img src="docs/picture/s_curve.gif" width = "500" height = "500" />
+
+  <img src="docs/picture/s_curve_dimension_reduction.PNG" width = "1000" height = "400"/>
+
+
+
+
+
+
+
+
+
+
+
+* :smiley: 
+
+
+
+
+
+
+
+
+
+
+
+
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+
+
+
+
+
+
+
+
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+
+
+
+
+
+
+
+
+
+%package help
+Summary:	Development documents and examples for guang
+Provides:	python3-guang-doc
+%description help
+# Guang
+
+[![image](https://img.shields.io/badge/Pypi-0.0.8.1.6-green.svg)](https://pypi.org/project/guang)
+[![image](https://img.shields.io/badge/python-3.6+-blue.svg)](https://www.python.org/)
+[![image](https://img.shields.io/badge/license-GNU_GPL--v3-blue.svg)](LICENSE)
+[![image](https://img.shields.io/badge/author-K.y-orange.svg?style=flat-square&logo=appveyor)](https://github.com/beidongjiedeguang)
+
+
+
+
+Universal function library of scientific calculation.
+
+## Requirements
+
+```python
+Python 3
+CUDA >= 10.0
+PyTorch >= 1.0
+Tensorflow >= 1.12.0
+opencv-python
+pydub
+librosa
+pyworld
+soundfile
+pypinyin
+pomegranate
+python-Levenshtein
+streamlit
+pyprobar
+fire
+```
+
+
+
+## Installation
+
+```python
+# Before install `guang`, you need to have all the requirements installed.
+pip install guang
+```
+
+​	*Nightly* Build
+
+```bash
+git clone https://github.com/beidongjiedeguang/guang.git
+cd guang
+python ./night_workflow.py
+```
+
+
+
+## Examples
+
+- Convert audio in .mp3/ .wav format to (sample rate=16k, single channel) .wav format
+
+  **Use in bash/shell**
+
+  ```bash
+  guang cvt2wav INPUT OUTPUT
+  ```
+
+  **Use as function**
+
+  ```python
+  from guang.Voice.convert import cvt2wav
+  cvt2wav(input_name, output_name, sr=16000)
+
+  # Multi-process
+  from guang.Voice.convert import multi_cvt2wav 
+  multi_cvt2wav(PATH1, PATH2,sr=16000, n_cpu=None)
+  ```
+
+
+
+
+* **Let the video play at N times speed** (install ffmpeg first)
+
+  ```bash
+  guang av_speed inputname outputname N --cut_frame=False
+  ```
+
+
+
+* **Fourier visualization** 
+
+  ```bash
+  guang fourier
+  ```
+
+* **Fourier draw anything you want** 
+
+  <img src="docs/picture/fourier1.gif" width = "400" height = "300"/>
+
+
+
+  <img src="docs/picture/fourier0.gif" width = "400" height = "300"/>
+
+* **FFT  convolution**
+
+  ```python
+  from guang.sci import fft
+  A = np.random.rand(100, 100)
+  B = np.random.rand(100, 100)
+  fft.fft_conv2d(A, B)
+  ```
+
+
+
+* Use `dict_dotable` to convert a dictionary to dot-able dictionary:
+
+  ```python
+  from guang.Utils.toolsFunc import dict_dotable
+  a = {'a':{'b':1}}
+  a = dict_dotable(a)
+  print(a.a.b)
+
+  >> 1
+  ```
+
+
+
+* ~~Use `probar` to display current progress~~   has separated to  [pyprobar](https://github.com/beidongjiedeguang/python-progress-bar)
+
+  ```python
+  from guang.Utils.bar import bar, probar
+  for idx, x in probar(range(10)):
+      time.sleep(0.8)
+
+  >> 100.00% |█████████████████████████████| 0'7.2"|0'7.2" ETC: 12-2 23:59:8
+
+  N = 1024
+  a = np.linspace(2, 5, N)
+  for idx, i in enumerate(a):
+      time.sleep(0.01)
+      bar(idx, N)
+  >> 100.00% |█████████████████████████████| 0:00:00|0:00:10  ETC: 02-19 20:33:34 
+  ```
+
+
+
+* `@broadcast`  broadcast a non-broadcast function.
+
+  ```python
+  from guang.Utils.toolsFunc import broadcast
+
+  @broadcast
+  def f(x):
+      # A function that can map only a single element
+      if x==1 or x==0:
+          return x
+      else:
+          return f(x-1)+f(x-2)
+
+  >> f([2,4,10])
+  >> array([1, 3, 832040], dtype=object)
+  ```
+
+
+
+* `download` download files from google drive.
+
+  ```python
+  from guang.Utils.google import download
+  url = "https://drive.google.com/open?id=1eU57Fkv1DBEOqi-iOs1AebD02FqVDY23"
+  outname = "filename.zip"
+  download(url, outname)
+  ```
+
+
+
+* `txt2ph` Convert Chinese characters to phoneme.
+
+  ```python
+  from guang.Voice.txt2pinyin import txt2ph
+  txt2ph('你好，我是光')
+
+  >> [('n', 'i3'), ('h', 'ao3'), ('sp1',), ('uo3',), ('sh', 'ii4'), ('g', 'uang1')]
+  ```
+
+
+
+
+* `reduce_from_duration` Remove files with duration less than `least_time` seconds. 
+  Note that this function does not work in the interactive interpreter because it uses [`multiprocessing.pool.Pool`](https://docs.python.org/zh-cn/3/library/multiprocessing.html#multiprocessing.pool.Pool)
+
+  ```python
+  from guang.Voice.reduce import reduce_from_duration
+
+  reduced_list = reduce_from_duration(path_list, least_time=2)
+  print(len(path_list), len(reduced_list))
+
+  >> (6889, 6714)
+  ```
+
+
+
+* Find NOT silence part of a sound file: `find_no_silence`
+
+  ```python
+  from guang.Voice.reduce import find_no_silence
+  start, end, arg_start, arg_end = find_no_silence(filename)
+  ```
+
+
+
+* Download wechat files.
+
+  ```python
+  from guang.wechat.Utils.download import downloads
+  downloads(nickName='caloi', fileType='mp3', d_t=60)
+  ```
+
+
+
+* Plots 3D Scatter:
+
+  ```python
+  from guang.Utils.plotly import Scatter3d
+  from guang.Utils.interesting import Lorenz
+  trace = Lorenz.Trace()
+  x,y,z = trace[:,0], trace[:,1], trace[:,2]
+
+  fig = Scatter3d()
+  fig.scatter3d(x,y,z,mode="lines+markers",color_line=z,color_marker=None,marker_size=2)
+  fig.show()
+  ```
+
+  <img src="docs/picture/Lorenz.gif" width = "400" height = "300"/>
+
+
+
+* Data dimension reduction:
+
+  ```bash
+  cd guang/ML/manifold
+  python test_digits.py
+  ```
+
+  <img src="docs/picture/digits_dimension_reduction.PNG" width = "800" height = "400" />
+
+  ```bash
+  python test_s_curve
+  ```
+
+
+
+  <img src="docs/picture/s_curve.gif" width = "500" height = "500" />
+
+  <img src="docs/picture/s_curve_dimension_reduction.PNG" width = "1000" height = "400"/>
+
+
+
+
+
+
+
+
+
+
+
+* :smiley: 
+
+
+
+
+
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+
+
+
+
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+
+
+
+%prep
+%autosetup -n guang-0.0.8.1.6
+
+%build
+%py3_build
+
+%install
+%py3_install
+install -d -m755 %{buildroot}/%{_pkgdocdir}
+if [ -d doc ]; then cp -arf doc %{buildroot}/%{_pkgdocdir}; fi
+if [ -d docs ]; then cp -arf docs %{buildroot}/%{_pkgdocdir}; fi
+if [ -d example ]; then cp -arf example %{buildroot}/%{_pkgdocdir}; fi
+if [ -d examples ]; then cp -arf examples %{buildroot}/%{_pkgdocdir}; fi
+pushd %{buildroot}
+if [ -d usr/lib ]; then
+	find usr/lib -type f -printf "/%h/%f\n" >> filelist.lst
+fi
+if [ -d usr/lib64 ]; then
+	find usr/lib64 -type f -printf "/%h/%f\n" >> filelist.lst
+fi
+if [ -d usr/bin ]; then
+	find usr/bin -type f -printf "/%h/%f\n" >> filelist.lst
+fi
+if [ -d usr/sbin ]; then
+	find usr/sbin -type f -printf "/%h/%f\n" >> filelist.lst
+fi
+touch doclist.lst
+if [ -d usr/share/man ]; then
+	find usr/share/man -type f -printf "/%h/%f.gz\n" >> doclist.lst
+fi
+popd
+mv %{buildroot}/filelist.lst .
+mv %{buildroot}/doclist.lst .
+
+%files -n python3-guang -f filelist.lst
+%dir %{python3_sitelib}/*
+
+%files help -f doclist.lst
+%{_docdir}/*
+
+%changelog
+* Mon May 29 2023 Python_Bot <Python_Bot@openeuler.org> - 0.0.8.1.6-1
+- Package Spec generated