diff options
author | CoprDistGit <infra@openeuler.org> | 2023-04-11 16:06:05 +0000 |
---|---|---|
committer | CoprDistGit <infra@openeuler.org> | 2023-04-11 16:06:05 +0000 |
commit | 2716073047883de626b710125cf1d610e4720c2d (patch) | |
tree | 7fbb9c3770d7f51adcbff2d2dbae5aa6b3423b24 | |
parent | 1e13687eda2c1d780135d74318abca4d59dafe57 (diff) |
automatic import of python-reliability
-rw-r--r-- | .gitignore | 1 | ||||
-rw-r--r-- | python-reliability.spec | 257 | ||||
-rw-r--r-- | sources | 1 |
3 files changed, 259 insertions, 0 deletions
@@ -0,0 +1 @@ +/reliability-0.8.8.tar.gz diff --git a/python-reliability.spec b/python-reliability.spec new file mode 100644 index 0000000..4e42c46 --- /dev/null +++ b/python-reliability.spec @@ -0,0 +1,257 @@ +%global _empty_manifest_terminate_build 0 +Name: python-reliability +Version: 0.8.8 +Release: 1 +Summary: Reliability Engineering toolkit for Python +License: LGPLv3 +URL: https://reliability.readthedocs.io/en/latest/ +Source0: https://mirrors.nju.edu.cn/pypi/web/packages/d2/79/221445e50d12bfd5d185c753c71357107d3323e99e9f0f22da8f1cda1e69/reliability-0.8.8.tar.gz +BuildArch: noarch + +Requires: python3-autograd +Requires: python3-scipy +Requires: python3-numpy +Requires: python3-matplotlib +Requires: python3-pandas +Requires: python3-autograd-gamma +Requires: python3-mplcursors +Requires: python3-docutils + +%description + + +[](https://pypi.org/project/reliability/) +[](http://reliability.readthedocs.io/?badge=latest) +[](https://github.com/MatthewReid854/reliability/actions) +[](https://github.com/MatthewReid854/reliability/actions) +[](https://github.com/MatthewReid854/reliability/) +[](https://pepy.tech/project/reliability) +[](https://www.gnu.org/licenses/lgpl-3.0.txt) +[](https://doi.org/10.5281/zenodo.3937999) +[](https://reliability.readthedocs.io/en/latest/How%20to%20donate%20to%20the%20project.html) +[](https://form.jotform.com/203156856636058) + +*reliability* is a Python library for [reliability engineering](https://en.wikipedia.org/wiki/Reliability_engineering) and [survival analysis](https://en.wikipedia.org/wiki/Survival_analysis). It significantly extends the functionality of scipy.stats and also includes many specialist tools that are otherwise only available in proprietary software. + + + +## Documentation +Detailed documentation and examples are available at [readthedocs](https://reliability.readthedocs.io/en/latest/). + +## Key features +- Fitting probability distributions to data including right censored data +- Fitting Weibull mixture models and Weibull Competing risks models +- Fitting Weibull Defective Subpopulation (DS) models, Weibull Zero Inflated (ZI) models, and Weibull Defective Subpopulation Zero Inflated (DSZI) models +- Calculating the probability of failure for stress-strength interference between any combination of the supported distributions +- Support for Exponential, Weibull, Gamma, Gumbel, Normal, Lognormal, Loglogistic, and Beta probability distributions +- Mean residual life, quantiles, descriptive statistics summaries, random sampling from distributions +- Plots of probability density function (PDF), cumulative distribution function (CDF), survival function (SF), hazard function (HF), and cumulative hazard function (CHF) +- Easy creation of distribution objects. Eg. dist = Weibull_Distribution(alpha=4,beta=2) +- Non-parametric estimation of survival function using Kaplan-Meier, Nelson-Aalen, and Rank Adjustment +- Goodness of fit tests (AICc, BIC, AD, Log-likelihood) +- Probability plots on probability paper for all supported distributions +- Quantile-Quantile plots and Probability-Probability plots +- Reliability growth, optimal replacement time, sequential sampling charts, similar distributions, reliability test planners +- Interactive matplotlib functions including crosshairs and distribution explorer +- Physics of Failure (SN diagram, stress-strain, fracture mechanics, creep) +- Accelerated Life Testing Models (24) comprising of 4 distributions (Weibull, Exponential, Normal, Lognormal) and 6 life-stress models (Exponential, Eyring, Power, Dual-Exponential, Dual-Power, Power-Exponential). +- Mean cumulative function and ROCOF for repairable systems + +## Installation and upgrading + +To install *reliability* for the first time, open your command prompt and type: + +``` +pip install reliability +``` + +To upgrade a previous installation of *reliability* to the most recent version, open your command prompt and type: + +``` +pip install --upgrade reliability +``` + +If you would like to receive an email notification when a new release of *reliability* is uploaded to PyPI, [NewReleases.io](https://newreleases.io/) provides this service for free. + +## Contact +If you find any errors, have any suggestions, or would like to request that something be added, please email alpha.reliability@gmail.com. + + + + +%package -n python3-reliability +Summary: Reliability Engineering toolkit for Python +Provides: python-reliability +BuildRequires: python3-devel +BuildRequires: python3-setuptools +BuildRequires: python3-pip +%description -n python3-reliability + + +[](https://pypi.org/project/reliability/) +[](http://reliability.readthedocs.io/?badge=latest) +[](https://github.com/MatthewReid854/reliability/actions) +[](https://github.com/MatthewReid854/reliability/actions) +[](https://github.com/MatthewReid854/reliability/) +[](https://pepy.tech/project/reliability) +[](https://www.gnu.org/licenses/lgpl-3.0.txt) +[](https://doi.org/10.5281/zenodo.3937999) +[](https://reliability.readthedocs.io/en/latest/How%20to%20donate%20to%20the%20project.html) +[](https://form.jotform.com/203156856636058) + +*reliability* is a Python library for [reliability engineering](https://en.wikipedia.org/wiki/Reliability_engineering) and [survival analysis](https://en.wikipedia.org/wiki/Survival_analysis). It significantly extends the functionality of scipy.stats and also includes many specialist tools that are otherwise only available in proprietary software. + + + +## Documentation +Detailed documentation and examples are available at [readthedocs](https://reliability.readthedocs.io/en/latest/). + +## Key features +- Fitting probability distributions to data including right censored data +- Fitting Weibull mixture models and Weibull Competing risks models +- Fitting Weibull Defective Subpopulation (DS) models, Weibull Zero Inflated (ZI) models, and Weibull Defective Subpopulation Zero Inflated (DSZI) models +- Calculating the probability of failure for stress-strength interference between any combination of the supported distributions +- Support for Exponential, Weibull, Gamma, Gumbel, Normal, Lognormal, Loglogistic, and Beta probability distributions +- Mean residual life, quantiles, descriptive statistics summaries, random sampling from distributions +- Plots of probability density function (PDF), cumulative distribution function (CDF), survival function (SF), hazard function (HF), and cumulative hazard function (CHF) +- Easy creation of distribution objects. Eg. dist = Weibull_Distribution(alpha=4,beta=2) +- Non-parametric estimation of survival function using Kaplan-Meier, Nelson-Aalen, and Rank Adjustment +- Goodness of fit tests (AICc, BIC, AD, Log-likelihood) +- Probability plots on probability paper for all supported distributions +- Quantile-Quantile plots and Probability-Probability plots +- Reliability growth, optimal replacement time, sequential sampling charts, similar distributions, reliability test planners +- Interactive matplotlib functions including crosshairs and distribution explorer +- Physics of Failure (SN diagram, stress-strain, fracture mechanics, creep) +- Accelerated Life Testing Models (24) comprising of 4 distributions (Weibull, Exponential, Normal, Lognormal) and 6 life-stress models (Exponential, Eyring, Power, Dual-Exponential, Dual-Power, Power-Exponential). +- Mean cumulative function and ROCOF for repairable systems + +## Installation and upgrading + +To install *reliability* for the first time, open your command prompt and type: + +``` +pip install reliability +``` + +To upgrade a previous installation of *reliability* to the most recent version, open your command prompt and type: + +``` +pip install --upgrade reliability +``` + +If you would like to receive an email notification when a new release of *reliability* is uploaded to PyPI, [NewReleases.io](https://newreleases.io/) provides this service for free. + +## Contact +If you find any errors, have any suggestions, or would like to request that something be added, please email alpha.reliability@gmail.com. + + + + +%package help +Summary: Development documents and examples for reliability +Provides: python3-reliability-doc +%description help + + +[](https://pypi.org/project/reliability/) +[](http://reliability.readthedocs.io/?badge=latest) +[](https://github.com/MatthewReid854/reliability/actions) +[](https://github.com/MatthewReid854/reliability/actions) +[](https://github.com/MatthewReid854/reliability/) +[](https://pepy.tech/project/reliability) +[](https://www.gnu.org/licenses/lgpl-3.0.txt) +[](https://doi.org/10.5281/zenodo.3937999) +[](https://reliability.readthedocs.io/en/latest/How%20to%20donate%20to%20the%20project.html) +[](https://form.jotform.com/203156856636058) + +*reliability* is a Python library for [reliability engineering](https://en.wikipedia.org/wiki/Reliability_engineering) and [survival analysis](https://en.wikipedia.org/wiki/Survival_analysis). It significantly extends the functionality of scipy.stats and also includes many specialist tools that are otherwise only available in proprietary software. + + + +## Documentation +Detailed documentation and examples are available at [readthedocs](https://reliability.readthedocs.io/en/latest/). + +## Key features +- Fitting probability distributions to data including right censored data +- Fitting Weibull mixture models and Weibull Competing risks models +- Fitting Weibull Defective Subpopulation (DS) models, Weibull Zero Inflated (ZI) models, and Weibull Defective Subpopulation Zero Inflated (DSZI) models +- Calculating the probability of failure for stress-strength interference between any combination of the supported distributions +- Support for Exponential, Weibull, Gamma, Gumbel, Normal, Lognormal, Loglogistic, and Beta probability distributions +- Mean residual life, quantiles, descriptive statistics summaries, random sampling from distributions +- Plots of probability density function (PDF), cumulative distribution function (CDF), survival function (SF), hazard function (HF), and cumulative hazard function (CHF) +- Easy creation of distribution objects. Eg. dist = Weibull_Distribution(alpha=4,beta=2) +- Non-parametric estimation of survival function using Kaplan-Meier, Nelson-Aalen, and Rank Adjustment +- Goodness of fit tests (AICc, BIC, AD, Log-likelihood) +- Probability plots on probability paper for all supported distributions +- Quantile-Quantile plots and Probability-Probability plots +- Reliability growth, optimal replacement time, sequential sampling charts, similar distributions, reliability test planners +- Interactive matplotlib functions including crosshairs and distribution explorer +- Physics of Failure (SN diagram, stress-strain, fracture mechanics, creep) +- Accelerated Life Testing Models (24) comprising of 4 distributions (Weibull, Exponential, Normal, Lognormal) and 6 life-stress models (Exponential, Eyring, Power, Dual-Exponential, Dual-Power, Power-Exponential). +- Mean cumulative function and ROCOF for repairable systems + +## Installation and upgrading + +To install *reliability* for the first time, open your command prompt and type: + +``` +pip install reliability +``` + +To upgrade a previous installation of *reliability* to the most recent version, open your command prompt and type: + +``` +pip install --upgrade reliability +``` + +If you would like to receive an email notification when a new release of *reliability* is uploaded to PyPI, [NewReleases.io](https://newreleases.io/) provides this service for free. + +## Contact +If you find any errors, have any suggestions, or would like to request that something be added, please email alpha.reliability@gmail.com. + + + + +%prep +%autosetup -n reliability-0.8.8 + +%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-reliability -f filelist.lst +%dir %{python3_sitelib}/* + +%files help -f doclist.lst +%{_docdir}/* + +%changelog +* Tue Apr 11 2023 Python_Bot <Python_Bot@openeuler.org> - 0.8.8-1 +- Package Spec generated @@ -0,0 +1 @@ +5e633bdaa85ce8af029d9e0acd6ebef3 reliability-0.8.8.tar.gz |