diff options
author | CoprDistGit <infra@openeuler.org> | 2023-06-20 07:46:12 +0000 |
---|---|---|
committer | CoprDistGit <infra@openeuler.org> | 2023-06-20 07:46:12 +0000 |
commit | fe0f38ad16b6812d974e49755cd1ba56a5651322 (patch) | |
tree | e213df042431f41d36bb4bb83156497a15d1a5e6 | |
parent | 08b474bd2156a9396cb07503dea216d285ad7252 (diff) |
automatic import of python-mlflow-extendopeneuler20.03
-rw-r--r-- | .gitignore | 1 | ||||
-rw-r--r-- | python-mlflow-extend.spec | 301 | ||||
-rw-r--r-- | sources | 1 |
3 files changed, 303 insertions, 0 deletions
@@ -0,0 +1 @@ +/mlflow-extend-0.1.6.tar.gz diff --git a/python-mlflow-extend.spec b/python-mlflow-extend.spec new file mode 100644 index 0000000..016111c --- /dev/null +++ b/python-mlflow-extend.spec @@ -0,0 +1,301 @@ +%global _empty_manifest_terminate_build 0 +Name: python-mlflow-extend +Version: 0.1.6 +Release: 1 +Summary: Extend MLflow's functionality +License: MIT License +URL: https://github.com/harupy/mlflow-extend +Source0: https://mirrors.aliyun.com/pypi/web/packages/20/8d/168d5fc922e788d2f2ad92719eb391d276a15f8ce86c07832d259e83fbc0/mlflow-extend-0.1.6.tar.gz +BuildArch: noarch + +Requires: python3-pandas +Requires: python3-pyarrow +Requires: python3-numpy +Requires: python3-matplotlib +Requires: python3-seaborn +Requires: python3-mlflow +Requires: python3-plotly + +%description +# MLflow Extend + +[](https://mlflow-extend.readthedocs.io/en/latest/?badge=latest) +[](https://github.com/harupy/mlflow-extend/actions?query=workflow%3ACI) +[](https://codecov.io/gh/harupy/mlflow-extend) +[](https://lgtm.com/projects/g/harupy/mlflow-extend/alerts/) +[](https://lgtm.com/projects/g/harupy/mlflow-extend/context:python) +[](https://pypi.org/project/mlflow-extend/) + +[](https://github.com/psf/black) + + +Extend MLflow's functionality. + +## Installation + +From PyPI + +```bash +pip install mlflow-extend +``` + +From GitHub (development version) + +``` +pip install git+https://github.com/harupy/mlflow-extend.git +``` + +## Example + +```python +import numpy as np +import pandas as pd +import matplotlib.pyplot as plt +from plotly import graph_objects as go + +from mlflow_extend import mlflow + +with mlflow.start_run(): + # mlflow native APIs + mlflow.log_param('param', 0) + mlflow.log_metric('metric', 1.0) + + ##### new APIs mlflow_extend provides ##### + + # flatten dict + mlflow.log_params_flatten({"a": {"b": 0}}) + mlflow.log_metrics_flatten({"a": {"b": 0.0}}) + + # dict + mlflow.log_dict({'a': 0}, 'dict.json') + + # numpy array + mlflow.log_numpy(np.array([0]), 'array.npy') + + # pandas dataframe + mlflow.log_df(pd.DataFrame({'a': [0]}), 'df.csv') + + # matplotlib figure + fig, ax = plt.subplots() + ax.plot([0, 1], [0, 1]) + mlflow.log_figure(fig, 'figure.png') + + # plotly figure + fig = go.Figure(data=[go.Bar(x=[1, 2, 3], y=[1, 3, 2])]) + mlflow.log_figure(fig, 'figure.html') + + # confusion matrix + mlflow.log_confusion_matrix([[1, 2], [3, 4]]) + + # run "mlflow ui" and see the result. +``` + + + + +%package -n python3-mlflow-extend +Summary: Extend MLflow's functionality +Provides: python-mlflow-extend +BuildRequires: python3-devel +BuildRequires: python3-setuptools +BuildRequires: python3-pip +%description -n python3-mlflow-extend +# MLflow Extend + +[](https://mlflow-extend.readthedocs.io/en/latest/?badge=latest) +[](https://github.com/harupy/mlflow-extend/actions?query=workflow%3ACI) +[](https://codecov.io/gh/harupy/mlflow-extend) +[](https://lgtm.com/projects/g/harupy/mlflow-extend/alerts/) +[](https://lgtm.com/projects/g/harupy/mlflow-extend/context:python) +[](https://pypi.org/project/mlflow-extend/) + +[](https://github.com/psf/black) + + +Extend MLflow's functionality. + +## Installation + +From PyPI + +```bash +pip install mlflow-extend +``` + +From GitHub (development version) + +``` +pip install git+https://github.com/harupy/mlflow-extend.git +``` + +## Example + +```python +import numpy as np +import pandas as pd +import matplotlib.pyplot as plt +from plotly import graph_objects as go + +from mlflow_extend import mlflow + +with mlflow.start_run(): + # mlflow native APIs + mlflow.log_param('param', 0) + mlflow.log_metric('metric', 1.0) + + ##### new APIs mlflow_extend provides ##### + + # flatten dict + mlflow.log_params_flatten({"a": {"b": 0}}) + mlflow.log_metrics_flatten({"a": {"b": 0.0}}) + + # dict + mlflow.log_dict({'a': 0}, 'dict.json') + + # numpy array + mlflow.log_numpy(np.array([0]), 'array.npy') + + # pandas dataframe + mlflow.log_df(pd.DataFrame({'a': [0]}), 'df.csv') + + # matplotlib figure + fig, ax = plt.subplots() + ax.plot([0, 1], [0, 1]) + mlflow.log_figure(fig, 'figure.png') + + # plotly figure + fig = go.Figure(data=[go.Bar(x=[1, 2, 3], y=[1, 3, 2])]) + mlflow.log_figure(fig, 'figure.html') + + # confusion matrix + mlflow.log_confusion_matrix([[1, 2], [3, 4]]) + + # run "mlflow ui" and see the result. +``` + + + + +%package help +Summary: Development documents and examples for mlflow-extend +Provides: python3-mlflow-extend-doc +%description help +# MLflow Extend + +[](https://mlflow-extend.readthedocs.io/en/latest/?badge=latest) +[](https://github.com/harupy/mlflow-extend/actions?query=workflow%3ACI) +[](https://codecov.io/gh/harupy/mlflow-extend) +[](https://lgtm.com/projects/g/harupy/mlflow-extend/alerts/) +[](https://lgtm.com/projects/g/harupy/mlflow-extend/context:python) +[](https://pypi.org/project/mlflow-extend/) + +[](https://github.com/psf/black) + + +Extend MLflow's functionality. + +## Installation + +From PyPI + +```bash +pip install mlflow-extend +``` + +From GitHub (development version) + +``` +pip install git+https://github.com/harupy/mlflow-extend.git +``` + +## Example + +```python +import numpy as np +import pandas as pd +import matplotlib.pyplot as plt +from plotly import graph_objects as go + +from mlflow_extend import mlflow + +with mlflow.start_run(): + # mlflow native APIs + mlflow.log_param('param', 0) + mlflow.log_metric('metric', 1.0) + + ##### new APIs mlflow_extend provides ##### + + # flatten dict + mlflow.log_params_flatten({"a": {"b": 0}}) + mlflow.log_metrics_flatten({"a": {"b": 0.0}}) + + # dict + mlflow.log_dict({'a': 0}, 'dict.json') + + # numpy array + mlflow.log_numpy(np.array([0]), 'array.npy') + + # pandas dataframe + mlflow.log_df(pd.DataFrame({'a': [0]}), 'df.csv') + + # matplotlib figure + fig, ax = plt.subplots() + ax.plot([0, 1], [0, 1]) + mlflow.log_figure(fig, 'figure.png') + + # plotly figure + fig = go.Figure(data=[go.Bar(x=[1, 2, 3], y=[1, 3, 2])]) + mlflow.log_figure(fig, 'figure.html') + + # confusion matrix + mlflow.log_confusion_matrix([[1, 2], [3, 4]]) + + # run "mlflow ui" and see the result. +``` + + + + +%prep +%autosetup -n mlflow-extend-0.1.6 + +%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-mlflow-extend -f filelist.lst +%dir %{python3_sitelib}/* + +%files help -f doclist.lst +%{_docdir}/* + +%changelog +* Tue Jun 20 2023 Python_Bot <Python_Bot@openeuler.org> - 0.1.6-1 +- Package Spec generated @@ -0,0 +1 @@ +48cd7cca21ac62d369fe032425761995 mlflow-extend-0.1.6.tar.gz |