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| author | CoprDistGit <infra@openeuler.org> | 2023-05-05 07:00:53 +0000 |
|---|---|---|
| committer | CoprDistGit <infra@openeuler.org> | 2023-05-05 07:00:53 +0000 |
| commit | 3f8762220975193692554e95e3be784c3783bbf1 (patch) | |
| tree | fe4a4e79f5614a3f9c52a3ef2834176be727b2a5 | |
| parent | cfaa934b42f2c93cdd8cc47227de3ae257c1767a (diff) | |
automatic import of python-sesdopeneuler20.03
| -rw-r--r-- | .gitignore | 1 | ||||
| -rw-r--r-- | python-sesd.spec | 111 | ||||
| -rw-r--r-- | sources | 1 |
3 files changed, 113 insertions, 0 deletions
@@ -0,0 +1 @@ +/sesd-0.2.tar.gz diff --git a/python-sesd.spec b/python-sesd.spec new file mode 100644 index 0000000..8675e08 --- /dev/null +++ b/python-sesd.spec @@ -0,0 +1,111 @@ +%global _empty_manifest_terminate_build 0 +Name: python-sesd +Version: 0.2 +Release: 1 +Summary: Anomaly detection algorithm implemented at Twitter +License: GNU General Public License v3 (GPLv3) +URL: https://github.com/nachonavarro/seasonal-esd-anomaly-detection +Source0: https://mirrors.nju.edu.cn/pypi/web/packages/d6/9d/5b396ffdc56ee713d2377c31a2219e3e74143aab448360df6946761a7204/sesd-0.2.tar.gz +BuildArch: noarch + +Requires: python3-numpy +Requires: python3-scipy +Requires: python3-statsmodels + +%description +## Usage +```python +import numpy as np +import sesd +ts = np.random.random(100) +# Introduce artificial anomalies +ts[14] = 9 +ts[83] = 10 +outliers_indices = sesd.seasonal_esd(ts, hybrid=True, max_anomalies=2) +for idx in outliers_indices: + print(f'Anomaly index: {idx}, anomaly value: {ts[idx]}') +>>> Anomaly index: 83, anomaly value: 10.0 +>>> Anomaly index: 14, anomaly value: 9.0 + +%package -n python3-sesd +Summary: Anomaly detection algorithm implemented at Twitter +Provides: python-sesd +BuildRequires: python3-devel +BuildRequires: python3-setuptools +BuildRequires: python3-pip +%description -n python3-sesd +## Usage +```python +import numpy as np +import sesd +ts = np.random.random(100) +# Introduce artificial anomalies +ts[14] = 9 +ts[83] = 10 +outliers_indices = sesd.seasonal_esd(ts, hybrid=True, max_anomalies=2) +for idx in outliers_indices: + print(f'Anomaly index: {idx}, anomaly value: {ts[idx]}') +>>> Anomaly index: 83, anomaly value: 10.0 +>>> Anomaly index: 14, anomaly value: 9.0 + +%package help +Summary: Development documents and examples for sesd +Provides: python3-sesd-doc +%description help +## Usage +```python +import numpy as np +import sesd +ts = np.random.random(100) +# Introduce artificial anomalies +ts[14] = 9 +ts[83] = 10 +outliers_indices = sesd.seasonal_esd(ts, hybrid=True, max_anomalies=2) +for idx in outliers_indices: + print(f'Anomaly index: {idx}, anomaly value: {ts[idx]}') +>>> Anomaly index: 83, anomaly value: 10.0 +>>> Anomaly index: 14, anomaly value: 9.0 + +%prep +%autosetup -n sesd-0.2 + +%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-sesd -f filelist.lst +%dir %{python3_sitelib}/* + +%files help -f doclist.lst +%{_docdir}/* + +%changelog +* Fri May 05 2023 Python_Bot <Python_Bot@openeuler.org> - 0.2-1 +- Package Spec generated @@ -0,0 +1 @@ +3387cad7900194469780d72924b09912 sesd-0.2.tar.gz |