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author | CoprDistGit <infra@openeuler.org> | 2025-08-16 02:30:29 +0000 |
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committer | CoprDistGit <infra@openeuler.org> | 2025-08-16 02:30:29 +0000 |
commit | 6ebc07b375b90107341f93e3c889c1167037c896 (patch) | |
tree | c689cdc42e3afcc15f919cf7213b46b063be03f5 | |
parent | 7f00f93ab6a0ac53536dcce9cfb6cc3a987e946b (diff) |
automatic import of python-fireflyalgorithmopeneuler20.03
-rw-r--r-- | .gitignore | 1 | ||||
-rw-r--r-- | python-FireflyAlgorithm.spec | 498 | ||||
-rw-r--r-- | sources | 1 |
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@@ -0,0 +1 @@ +/fireflyalgorithm-0.4.6.tar.gz diff --git a/python-FireflyAlgorithm.spec b/python-FireflyAlgorithm.spec new file mode 100644 index 0000000..217d4e3 --- /dev/null +++ b/python-FireflyAlgorithm.spec @@ -0,0 +1,498 @@ +%global _empty_manifest_terminate_build 0 +Name: python-fireflyalgorithm +Version: 0.4.6 +Release: 1 +Summary: Implementation of Firefly Algorithm in Python +License: MIT +URL: https://github.com/firefly-cpp/FireflyAlgorithm +Source0: https://mirrors.aliyun.com/pypi/web/packages/99/dc/e968e2e2c2a741df2ac8cc5ab66db73c1485ae9c0d00ba4a51b9f64c2163/fireflyalgorithm-0.4.6.tar.gz +BuildArch: noarch + +Requires: (python3-numpy<2.0.0 with python3-numpy>=1.26.1) + +%description +<p align="center"> + <img width="200" src="https://raw.githubusercontent.com/firefly-cpp/FireflyAlgorithm/master/.github/imgs/firefly_logo.png"> +</p> + +<h1 align="center"> +Firefly Algorithm --- Implementation of Firefly algorithm in Python +</h1> + +<p align="center"> + <img alt="PyPI Version" src="https://img.shields.io/pypi/v/fireflyalgorithm.svg" href="https://pypi.python.org/pypi/fireflyalgorithm"> + <img alt="PyPI - Python Version" src="https://img.shields.io/pypi/pyversions/fireflyalgorithm.svg"> + <img alt="Downloads" src="https://img.shields.io/pypi/dm/fireflyalgorithm.svg"> + <img alt="GitHub repo size" src="https://img.shields.io/github/repo-size/firefly-cpp/FireflyAlgorithm"> + <img alt="AUR package" src="https://img.shields.io/aur/version/python-fireflyalgorithm?color=blue&label=Arch%20Linux&logo=arch-linux" href="https://aur.archlinux.org/packages/python-fireflyalgorithm"> + <img alt="GitHub license" src="https://img.shields.io/github/license/firefly-cpp/FireflyAlgorithm.svg" href="https://github.com/firefly-cpp/FireflyAlgorithm/blob/master/LICENSE"> + <img alt="build" src="https://github.com/firefly-cpp/FireflyAlgorithm/actions/workflows/test.yml/badge.svg"> +</p> + +<p align="center"> + <img alt="GitHub commit activity" src="https://img.shields.io/github/commit-activity/w/firefly-cpp/FireflyAlgorithm.svg"> + <img alt="Average time to resolve an issue" src="http://isitmaintained.com/badge/resolution/firefly-cpp/FireflyAlgorithm.svg" href="http://isitmaintained.com/project/firefly-cpp/FireflyAlgorithm"> + <img alt="Percentage of issues still open" src="http://isitmaintained.com/badge/open/firefly-cpp/FireflyAlgorithm.svg" href="http://isitmaintained.com/project/firefly-cpp/FireflyAlgorithm"> + <img alt="GitHub contributors" src="https://img.shields.io/github/contributors/firefly-cpp/FireflyAlgorithm.svg"> + <img alt="Packaging status" src="https://repology.org/badge/tiny-repos/python:fireflyalgorithm.svg" href="https://repology.org/project/python:fireflyalgorithm/versions"> +</p> + +<p align="center"> + <img alt="DOI" src="https://zenodo.org/badge/DOI/10.5281/zenodo.10430919.svg" href="https://doi.org/10.5281/zenodo.10430919"> +</p> + +<p align="center"> + <a href="#-about">π About</a> β’ + <a href="#-installation">π¦ Installation</a> β’ + <a href="#-usage">π Usage</a> β’ + <a href="#-reference-papers">π Reference Papers</a> β’ + <a href="#-cite-us">π Cite us</a> β’ + <a href="#-license">π License</a> +</p> + +## π About + +This package implements a nature-inspired algorithm for optimization called Firefly Algorithm (FA) in Python programming language. πΏππ» + +## π¦ Installation + +To install FireflyAlgorithm with pip, use: +```sh +pip install fireflyalgorithm +``` +To install FireflyAlgorithm on Fedora, use: +```sh +dnf install python-fireflyalgorithm +``` +To install FireflyAlgorithm on Arch Linux, please use an [AUR helper](https://wiki.archlinux.org/title/AUR_helpers): +```sh +$ yay -Syyu python-fireflyalgorithm +``` +To install FireflyAlgorithm on Alpine Linux, use: +```sh +$ apk add py3-fireflyalgorithm +``` + +## π Usage + +```python +from fireflyalgorithm import FireflyAlgorithm +from fireflyalgorithm.problems import sphere + +FA = FireflyAlgorithm() +best = FA.run(function=sphere, dim=10, lb=-5, ub=5, max_evals=10000) + +print(best) +``` + +### Test functions π + +In the `fireflyalgorithm.problems` module, you can find the implementations of 33 popular optimization test problems. Additionally, the module provides a utility function, `get_problem`, that allows you to retrieve a specific optimization problem function by providing its name as a string: + +```python +from fireflyalgorithm.problems import get_problem + +# same as from fireflyalgorithm.problems import rosenbrock +rosenbrock = get_problem('rosenbrock') +``` + +For more information about the implemented test functions, [click here](Problems.md). + +### Command line interface π₯οΈ + +The package also comes with a simple command line interface which allows you to evaluate the algorithm on several popular test functions. π¬ + +```shell +firefly-algorithm -h +``` + +```text +usage: firefly-algorithm [-h] --problem PROBLEM -d DIMENSION -l LOWER -u UPPER -nfes MAX_EVALS [-r RUNS] [--pop-size POP_SIZE] [--alpha ALPHA] [--beta-min BETA_MIN] [--gamma GAMMA] [--seed SEED] + +Evaluate the Firefly Algorithm on one or more test functions + +options: + -h, --help show this help message and exit + --problem PROBLEM Test problem to evaluate + -d DIMENSION, --dimension DIMENSION + Dimension of the problem + -l LOWER, --lower LOWER + Lower bounds of the problem + -u UPPER, --upper UPPER + Upper bounds of the problem + -nfes MAX_EVALS, --max-evals MAX_EVALS + Max number of fitness function evaluations + -r RUNS, --runs RUNS Number of runs of the algorithm + --pop-size POP_SIZE Population size + --alpha ALPHA Randomness strength + --beta-min BETA_MIN Attractiveness constant + --gamma GAMMA Absorption coefficient + --seed SEED Seed for the random number generator +``` + +**Note:** The CLI script can also run as a python module (python -m fireflyalgorithm ...). + + +## π Reference Papers + +I. Fister Jr., X.-S. Yang, I. Fister, J. Brest, D. Fister. [A Brief Review of Nature-Inspired Algorithms for Optimization](http://www.iztok-jr-fister.eu/static/publications/21.pdf). ElektrotehniΕ‘ki vestnik, 80(3), 116-122, 2013. + +I. Fister Jr., X.-S. Yang, I. Fister, J. Brest. [Memetic firefly algorithm for combinatorial optimization](http://www.iztok-jr-fister.eu/static/publications/44.pdf) in Bioinspired Optimization Methods and their Applications (BIOMA 2012), B. Filipic and J.Silc, Eds. +Jozef Stefan Institute, Ljubljana, Slovenia, 2012 + +I. Fister, I. Fister Jr., X.-S. Yang, J. Brest. [A comprehensive review of firefly algorithms](http://www.iztok-jr-fister.eu/static/publications/23.pdf). Swarm and Evolutionary Computation 13 (2013): 34-46. + +## π Cite us + +Fister Jr., I., PeΔnik, L., & Stupan, Ε½. (2023). firefly-cpp/FireflyAlgorithm: 0.4.3 (0.4.3). Zenodo. [https://doi.org/10.5281/zenodo.10430919](https://doi.org/10.5281/zenodo.10430919) + +## π License + +This package is distributed under the MIT License. This license can be found online at <http://www.opensource.org/licenses/MIT>. + +## Disclaimer + +This framework is provided as-is, and there are no guarantees that it fits your purposes or that it is bug-free. Use it at your own risk! + + +%package -n python3-fireflyalgorithm +Summary: Implementation of Firefly Algorithm in Python +Provides: python-fireflyalgorithm +BuildRequires: python3-devel +BuildRequires: python3-setuptools +BuildRequires: python3-pip +BuildRequires: python3-wheel +%description -n python3-fireflyalgorithm +<p align="center"> + <img width="200" src="https://raw.githubusercontent.com/firefly-cpp/FireflyAlgorithm/master/.github/imgs/firefly_logo.png"> +</p> + +<h1 align="center"> +Firefly Algorithm --- Implementation of Firefly algorithm in Python +</h1> + +<p align="center"> + <img alt="PyPI Version" src="https://img.shields.io/pypi/v/fireflyalgorithm.svg" href="https://pypi.python.org/pypi/fireflyalgorithm"> + <img alt="PyPI - Python Version" src="https://img.shields.io/pypi/pyversions/fireflyalgorithm.svg"> + <img alt="Downloads" src="https://img.shields.io/pypi/dm/fireflyalgorithm.svg"> + <img alt="GitHub repo size" src="https://img.shields.io/github/repo-size/firefly-cpp/FireflyAlgorithm"> + <img alt="AUR package" src="https://img.shields.io/aur/version/python-fireflyalgorithm?color=blue&label=Arch%20Linux&logo=arch-linux" href="https://aur.archlinux.org/packages/python-fireflyalgorithm"> + <img alt="GitHub license" src="https://img.shields.io/github/license/firefly-cpp/FireflyAlgorithm.svg" href="https://github.com/firefly-cpp/FireflyAlgorithm/blob/master/LICENSE"> + <img alt="build" src="https://github.com/firefly-cpp/FireflyAlgorithm/actions/workflows/test.yml/badge.svg"> +</p> + +<p align="center"> + <img alt="GitHub commit activity" src="https://img.shields.io/github/commit-activity/w/firefly-cpp/FireflyAlgorithm.svg"> + <img alt="Average time to resolve an issue" src="http://isitmaintained.com/badge/resolution/firefly-cpp/FireflyAlgorithm.svg" href="http://isitmaintained.com/project/firefly-cpp/FireflyAlgorithm"> + <img alt="Percentage of issues still open" src="http://isitmaintained.com/badge/open/firefly-cpp/FireflyAlgorithm.svg" href="http://isitmaintained.com/project/firefly-cpp/FireflyAlgorithm"> + <img alt="GitHub contributors" src="https://img.shields.io/github/contributors/firefly-cpp/FireflyAlgorithm.svg"> + <img alt="Packaging status" src="https://repology.org/badge/tiny-repos/python:fireflyalgorithm.svg" href="https://repology.org/project/python:fireflyalgorithm/versions"> +</p> + +<p align="center"> + <img alt="DOI" src="https://zenodo.org/badge/DOI/10.5281/zenodo.10430919.svg" href="https://doi.org/10.5281/zenodo.10430919"> +</p> + +<p align="center"> + <a href="#-about">π About</a> β’ + <a href="#-installation">π¦ Installation</a> β’ + <a href="#-usage">π Usage</a> β’ + <a href="#-reference-papers">π Reference Papers</a> β’ + <a href="#-cite-us">π Cite us</a> β’ + <a href="#-license">π License</a> +</p> + +## π About + +This package implements a nature-inspired algorithm for optimization called Firefly Algorithm (FA) in Python programming language. πΏππ» + +## π¦ Installation + +To install FireflyAlgorithm with pip, use: +```sh +pip install fireflyalgorithm +``` +To install FireflyAlgorithm on Fedora, use: +```sh +dnf install python-fireflyalgorithm +``` +To install FireflyAlgorithm on Arch Linux, please use an [AUR helper](https://wiki.archlinux.org/title/AUR_helpers): +```sh +$ yay -Syyu python-fireflyalgorithm +``` +To install FireflyAlgorithm on Alpine Linux, use: +```sh +$ apk add py3-fireflyalgorithm +``` + +## π Usage + +```python +from fireflyalgorithm import FireflyAlgorithm +from fireflyalgorithm.problems import sphere + +FA = FireflyAlgorithm() +best = FA.run(function=sphere, dim=10, lb=-5, ub=5, max_evals=10000) + +print(best) +``` + +### Test functions π + +In the `fireflyalgorithm.problems` module, you can find the implementations of 33 popular optimization test problems. Additionally, the module provides a utility function, `get_problem`, that allows you to retrieve a specific optimization problem function by providing its name as a string: + +```python +from fireflyalgorithm.problems import get_problem + +# same as from fireflyalgorithm.problems import rosenbrock +rosenbrock = get_problem('rosenbrock') +``` + +For more information about the implemented test functions, [click here](Problems.md). + +### Command line interface π₯οΈ + +The package also comes with a simple command line interface which allows you to evaluate the algorithm on several popular test functions. π¬ + +```shell +firefly-algorithm -h +``` + +```text +usage: firefly-algorithm [-h] --problem PROBLEM -d DIMENSION -l LOWER -u UPPER -nfes MAX_EVALS [-r RUNS] [--pop-size POP_SIZE] [--alpha ALPHA] [--beta-min BETA_MIN] [--gamma GAMMA] [--seed SEED] + +Evaluate the Firefly Algorithm on one or more test functions + +options: + -h, --help show this help message and exit + --problem PROBLEM Test problem to evaluate + -d DIMENSION, --dimension DIMENSION + Dimension of the problem + -l LOWER, --lower LOWER + Lower bounds of the problem + -u UPPER, --upper UPPER + Upper bounds of the problem + -nfes MAX_EVALS, --max-evals MAX_EVALS + Max number of fitness function evaluations + -r RUNS, --runs RUNS Number of runs of the algorithm + --pop-size POP_SIZE Population size + --alpha ALPHA Randomness strength + --beta-min BETA_MIN Attractiveness constant + --gamma GAMMA Absorption coefficient + --seed SEED Seed for the random number generator +``` + +**Note:** The CLI script can also run as a python module (python -m fireflyalgorithm ...). + + +## π Reference Papers + +I. Fister Jr., X.-S. Yang, I. Fister, J. Brest, D. Fister. [A Brief Review of Nature-Inspired Algorithms for Optimization](http://www.iztok-jr-fister.eu/static/publications/21.pdf). ElektrotehniΕ‘ki vestnik, 80(3), 116-122, 2013. + +I. Fister Jr., X.-S. Yang, I. Fister, J. Brest. [Memetic firefly algorithm for combinatorial optimization](http://www.iztok-jr-fister.eu/static/publications/44.pdf) in Bioinspired Optimization Methods and their Applications (BIOMA 2012), B. Filipic and J.Silc, Eds. +Jozef Stefan Institute, Ljubljana, Slovenia, 2012 + +I. Fister, I. Fister Jr., X.-S. Yang, J. Brest. [A comprehensive review of firefly algorithms](http://www.iztok-jr-fister.eu/static/publications/23.pdf). Swarm and Evolutionary Computation 13 (2013): 34-46. + +## π Cite us + +Fister Jr., I., PeΔnik, L., & Stupan, Ε½. (2023). firefly-cpp/FireflyAlgorithm: 0.4.3 (0.4.3). Zenodo. [https://doi.org/10.5281/zenodo.10430919](https://doi.org/10.5281/zenodo.10430919) + +## π License + +This package is distributed under the MIT License. This license can be found online at <http://www.opensource.org/licenses/MIT>. + +## Disclaimer + +This framework is provided as-is, and there are no guarantees that it fits your purposes or that it is bug-free. Use it at your own risk! + + +%package help +Summary: Development documents and examples for fireflyalgorithm +Provides: python3-fireflyalgorithm-doc +%description help +<p align="center"> + <img width="200" src="https://raw.githubusercontent.com/firefly-cpp/FireflyAlgorithm/master/.github/imgs/firefly_logo.png"> +</p> + +<h1 align="center"> +Firefly Algorithm --- Implementation of Firefly algorithm in Python +</h1> + +<p align="center"> + <img alt="PyPI Version" src="https://img.shields.io/pypi/v/fireflyalgorithm.svg" href="https://pypi.python.org/pypi/fireflyalgorithm"> + <img alt="PyPI - Python Version" src="https://img.shields.io/pypi/pyversions/fireflyalgorithm.svg"> + <img alt="Downloads" src="https://img.shields.io/pypi/dm/fireflyalgorithm.svg"> + <img alt="GitHub repo size" src="https://img.shields.io/github/repo-size/firefly-cpp/FireflyAlgorithm"> + <img alt="AUR package" src="https://img.shields.io/aur/version/python-fireflyalgorithm?color=blue&label=Arch%20Linux&logo=arch-linux" href="https://aur.archlinux.org/packages/python-fireflyalgorithm"> + <img alt="GitHub license" src="https://img.shields.io/github/license/firefly-cpp/FireflyAlgorithm.svg" href="https://github.com/firefly-cpp/FireflyAlgorithm/blob/master/LICENSE"> + <img alt="build" src="https://github.com/firefly-cpp/FireflyAlgorithm/actions/workflows/test.yml/badge.svg"> +</p> + +<p align="center"> + <img alt="GitHub commit activity" src="https://img.shields.io/github/commit-activity/w/firefly-cpp/FireflyAlgorithm.svg"> + <img alt="Average time to resolve an issue" src="http://isitmaintained.com/badge/resolution/firefly-cpp/FireflyAlgorithm.svg" href="http://isitmaintained.com/project/firefly-cpp/FireflyAlgorithm"> + <img alt="Percentage of issues still open" src="http://isitmaintained.com/badge/open/firefly-cpp/FireflyAlgorithm.svg" href="http://isitmaintained.com/project/firefly-cpp/FireflyAlgorithm"> + <img alt="GitHub contributors" src="https://img.shields.io/github/contributors/firefly-cpp/FireflyAlgorithm.svg"> + <img alt="Packaging status" src="https://repology.org/badge/tiny-repos/python:fireflyalgorithm.svg" href="https://repology.org/project/python:fireflyalgorithm/versions"> +</p> + +<p align="center"> + <img alt="DOI" src="https://zenodo.org/badge/DOI/10.5281/zenodo.10430919.svg" href="https://doi.org/10.5281/zenodo.10430919"> +</p> + +<p align="center"> + <a href="#-about">π About</a> β’ + <a href="#-installation">π¦ Installation</a> β’ + <a href="#-usage">π Usage</a> β’ + <a href="#-reference-papers">π Reference Papers</a> β’ + <a href="#-cite-us">π Cite us</a> β’ + <a href="#-license">π License</a> +</p> + +## π About + +This package implements a nature-inspired algorithm for optimization called Firefly Algorithm (FA) in Python programming language. πΏππ» + +## π¦ Installation + +To install FireflyAlgorithm with pip, use: +```sh +pip install fireflyalgorithm +``` +To install FireflyAlgorithm on Fedora, use: +```sh +dnf install python-fireflyalgorithm +``` +To install FireflyAlgorithm on Arch Linux, please use an [AUR helper](https://wiki.archlinux.org/title/AUR_helpers): +```sh +$ yay -Syyu python-fireflyalgorithm +``` +To install FireflyAlgorithm on Alpine Linux, use: +```sh +$ apk add py3-fireflyalgorithm +``` + +## π Usage + +```python +from fireflyalgorithm import FireflyAlgorithm +from fireflyalgorithm.problems import sphere + +FA = FireflyAlgorithm() +best = FA.run(function=sphere, dim=10, lb=-5, ub=5, max_evals=10000) + +print(best) +``` + +### Test functions π + +In the `fireflyalgorithm.problems` module, you can find the implementations of 33 popular optimization test problems. Additionally, the module provides a utility function, `get_problem`, that allows you to retrieve a specific optimization problem function by providing its name as a string: + +```python +from fireflyalgorithm.problems import get_problem + +# same as from fireflyalgorithm.problems import rosenbrock +rosenbrock = get_problem('rosenbrock') +``` + +For more information about the implemented test functions, [click here](Problems.md). + +### Command line interface π₯οΈ + +The package also comes with a simple command line interface which allows you to evaluate the algorithm on several popular test functions. π¬ + +```shell +firefly-algorithm -h +``` + +```text +usage: firefly-algorithm [-h] --problem PROBLEM -d DIMENSION -l LOWER -u UPPER -nfes MAX_EVALS [-r RUNS] [--pop-size POP_SIZE] [--alpha ALPHA] [--beta-min BETA_MIN] [--gamma GAMMA] [--seed SEED] + +Evaluate the Firefly Algorithm on one or more test functions + +options: + -h, --help show this help message and exit + --problem PROBLEM Test problem to evaluate + -d DIMENSION, --dimension DIMENSION + Dimension of the problem + -l LOWER, --lower LOWER + Lower bounds of the problem + -u UPPER, --upper UPPER + Upper bounds of the problem + -nfes MAX_EVALS, --max-evals MAX_EVALS + Max number of fitness function evaluations + -r RUNS, --runs RUNS Number of runs of the algorithm + --pop-size POP_SIZE Population size + --alpha ALPHA Randomness strength + --beta-min BETA_MIN Attractiveness constant + --gamma GAMMA Absorption coefficient + --seed SEED Seed for the random number generator +``` + +**Note:** The CLI script can also run as a python module (python -m fireflyalgorithm ...). + + +## π Reference Papers + +I. Fister Jr., X.-S. Yang, I. Fister, J. Brest, D. Fister. [A Brief Review of Nature-Inspired Algorithms for Optimization](http://www.iztok-jr-fister.eu/static/publications/21.pdf). ElektrotehniΕ‘ki vestnik, 80(3), 116-122, 2013. + +I. Fister Jr., X.-S. Yang, I. Fister, J. Brest. [Memetic firefly algorithm for combinatorial optimization](http://www.iztok-jr-fister.eu/static/publications/44.pdf) in Bioinspired Optimization Methods and their Applications (BIOMA 2012), B. Filipic and J.Silc, Eds. +Jozef Stefan Institute, Ljubljana, Slovenia, 2012 + +I. Fister, I. Fister Jr., X.-S. Yang, J. Brest. [A comprehensive review of firefly algorithms](http://www.iztok-jr-fister.eu/static/publications/23.pdf). Swarm and Evolutionary Computation 13 (2013): 34-46. + +## π Cite us + +Fister Jr., I., PeΔnik, L., & Stupan, Ε½. (2023). firefly-cpp/FireflyAlgorithm: 0.4.3 (0.4.3). Zenodo. [https://doi.org/10.5281/zenodo.10430919](https://doi.org/10.5281/zenodo.10430919) + +## π License + +This package is distributed under the MIT License. This license can be found online at <http://www.opensource.org/licenses/MIT>. + +## Disclaimer + +This framework is provided as-is, and there are no guarantees that it fits your purposes or that it is bug-free. Use it at your own risk! + + +%prep +%autosetup -n fireflyalgorithm-0.4.6 + +%build +%pyproject_build + +%install +%pyproject_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} +touch filelist.lst +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-fireflyalgorithm -f filelist.lst +%{python3_sitelib}/* + +%files help -f doclist.lst +%{_docdir}/* + +%changelog +* Sat Aug 16 2025 Python_Bot <Python_Bot@openeuler.org> - 0.4.6-1 +- Package Spec generated @@ -0,0 +1 @@ +842657195a8c3fadbc9c31038ef53aae fireflyalgorithm-0.4.6.tar.gz |