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+%global _empty_manifest_terminate_build 0
+Name: python-quickstats
+Version: 0.6.7.8
+Release: 1
+Summary: A tool for quick statistical analysis for HEP experiments
+License: MIT License
+URL: https://pypi.org/project/quickstats/
+Source0: https://mirrors.nju.edu.cn/pypi/web/packages/3e/65/da720974e7916711abf3daa8759790e1498815fc9f93a4a7c2baa42e3bce/quickstats-0.6.7.8.tar.gz
+BuildArch: noarch
+
+Requires: python3-numpy
+Requires: python3-matplotlib
+Requires: python3-click
+Requires: python3-pandas
+Requires: python3-tabulate
+
+%description
+# Setup
+
+Clone the repository:
+```
+git clone ssh://git@gitlab.cern.ch:7999/clcheng/quickstats.git
+```
+
+### 1. CERN User
+
+To set up from lxplus, just do
+```
+source setup.sh
+```
+
+### 2. Genearl User
+
+To set up locally, make sure you have pyROOT 6.24+ installed (using conda is recommended), and do
+```
+pip install quickstats
+```
+
+### Installing pyROOT
+
+Simplest way to install pyROOT is via conda
+```
+conda install -c conda-forge ROOT
+```
+
+## Important: First-time compilation
+
+To compile c++ dependencies, do this for first time use
+```
+quickstats compile
+```
+
+# Command Line Tools
+
+## Run Nuisance Parameter Pulls and Ranking
+```
+quickstats run_pulls -i <input_ws_path> -d <dataset_name> -p <np_name/pattern> --poi <poi_name> --parallel -1 -o <output_dir>
+```
+
+The following options are available
+
+| **Option** | **Description** | **Default** |
+| ---------- | ---------- | ----------- |
+| `-i/--input_file` | Path to the input workspace file | - |
+| `-w/--workspace` | Name of workspace. Auto-detect by default. | None |
+| `-m/--model_config` | Name of model config. Auto-detect by default. | None |
+| `-d/--data` | Name of dataset | "combData" |
+| `-p/--parameter` | Nuisance parameter(s) to run pulls on. Multiple parameters are separated by commas. Wildcards are accepted. All NPs will be run over by default| "" |
+| `-x/--poi` | POIs to measure. If empty, impact on POI will not be calculated. | "" |
+| `-r/--profile` | Parameters to profile | "" |
+| `-f/--fix` | Parameters to fix | "" |
+| `-s/--snapshot` | Name of initial snapshot | "nominalNuis" |
+| `-o/--outdir` | Output directory | "pulls" |
+| `-t/--minimizer_type` | Minimizer type | "Minuit2" |
+| `-a/--minimizer_algo` | Minimizer algorithm | "Migrad" |
+| `-c/--num_cpu` | Number of CPUs to use per parameter | 1 |
+| `--binned/--unbinned` | Whether to use binned likelihood | True |
+| `-q/--precision` | Precision for scan | 0.001 |
+| `-e/--eps` | Tolerance | 1.0 |
+| `-l/--log_level` | Log level | "INFO" |
+| `--eigen/--no-eigen` | Compute eigenvalues and vectors | False |
+| `--strategy` | Default fit strategy | 0 |
+| `--fix-cache/--no-fix-cache` | Fix StarMomentMorph cache | True |
+| `--fix-multi/--no-fix-multi` | Fix MultiPdf level 2 | True |
+| `--offset/--no-offset` | Offset likelihood | True |
+| `--optimize/--no-optimize` | Optimize constant terms | True |
+| `--max_calls` | Maximum number of function calls | -1 |
+| `--max_iters` | Maximum number of Minuit iterations | -1 |
+| `--parallel` | Parallelize job across different nuisanceparameters using N workers. Use -1 for N_CPU workers. | 0 |
+| `--cache/--no-cache` | Cache existing result | True |
+| `--exclude` | Exclude NPs (wildcard is accepted) | "" |
+
+## Plot Nuisance Parameter Pulls and Ranking
+
+```
+quickstats plot_pulls --help
+```
+
+## Likelihood Fit (Best-fit)
+```
+quickstats likelihood_fit --help
+```
+
+## Run Likelihood Scan
+
+```
+quickstats likelihood_scan --help
+```
+
+## Asymptotic CLs Limit
+
+```
+quickstats cls_limit --help
+```
+
+## CLs Limit Scan
+
+```
+quickstats limit_scan --help
+```
+
+
+## Generate Asimov dataset
+```
+quickstats generate_standard_asimov --help
+```
+
+## Inspect Workspace
+```
+quickstats inspect_workspace --help
+```
+
+## Create Workspace from XML Cards
+```
+quickstats build_xml_ws --help
+```
+
+
+## Modify Workspace from XML Cards or Json Config
+```
+quickstats modify_ws --help
+```
+
+
+## Combine Workspace from XML Cards or Json Config
+```
+quickstats combine_ws --help
+```
+
+## Compare Workspaces
+```
+quickstats compare_ws --help
+```
+
+## Run Event Loop from Custom Config File
+```
+quickstats process_rfile --help
+```
+
+
+%package -n python3-quickstats
+Summary: A tool for quick statistical analysis for HEP experiments
+Provides: python-quickstats
+BuildRequires: python3-devel
+BuildRequires: python3-setuptools
+BuildRequires: python3-pip
+%description -n python3-quickstats
+# Setup
+
+Clone the repository:
+```
+git clone ssh://git@gitlab.cern.ch:7999/clcheng/quickstats.git
+```
+
+### 1. CERN User
+
+To set up from lxplus, just do
+```
+source setup.sh
+```
+
+### 2. Genearl User
+
+To set up locally, make sure you have pyROOT 6.24+ installed (using conda is recommended), and do
+```
+pip install quickstats
+```
+
+### Installing pyROOT
+
+Simplest way to install pyROOT is via conda
+```
+conda install -c conda-forge ROOT
+```
+
+## Important: First-time compilation
+
+To compile c++ dependencies, do this for first time use
+```
+quickstats compile
+```
+
+# Command Line Tools
+
+## Run Nuisance Parameter Pulls and Ranking
+```
+quickstats run_pulls -i <input_ws_path> -d <dataset_name> -p <np_name/pattern> --poi <poi_name> --parallel -1 -o <output_dir>
+```
+
+The following options are available
+
+| **Option** | **Description** | **Default** |
+| ---------- | ---------- | ----------- |
+| `-i/--input_file` | Path to the input workspace file | - |
+| `-w/--workspace` | Name of workspace. Auto-detect by default. | None |
+| `-m/--model_config` | Name of model config. Auto-detect by default. | None |
+| `-d/--data` | Name of dataset | "combData" |
+| `-p/--parameter` | Nuisance parameter(s) to run pulls on. Multiple parameters are separated by commas. Wildcards are accepted. All NPs will be run over by default| "" |
+| `-x/--poi` | POIs to measure. If empty, impact on POI will not be calculated. | "" |
+| `-r/--profile` | Parameters to profile | "" |
+| `-f/--fix` | Parameters to fix | "" |
+| `-s/--snapshot` | Name of initial snapshot | "nominalNuis" |
+| `-o/--outdir` | Output directory | "pulls" |
+| `-t/--minimizer_type` | Minimizer type | "Minuit2" |
+| `-a/--minimizer_algo` | Minimizer algorithm | "Migrad" |
+| `-c/--num_cpu` | Number of CPUs to use per parameter | 1 |
+| `--binned/--unbinned` | Whether to use binned likelihood | True |
+| `-q/--precision` | Precision for scan | 0.001 |
+| `-e/--eps` | Tolerance | 1.0 |
+| `-l/--log_level` | Log level | "INFO" |
+| `--eigen/--no-eigen` | Compute eigenvalues and vectors | False |
+| `--strategy` | Default fit strategy | 0 |
+| `--fix-cache/--no-fix-cache` | Fix StarMomentMorph cache | True |
+| `--fix-multi/--no-fix-multi` | Fix MultiPdf level 2 | True |
+| `--offset/--no-offset` | Offset likelihood | True |
+| `--optimize/--no-optimize` | Optimize constant terms | True |
+| `--max_calls` | Maximum number of function calls | -1 |
+| `--max_iters` | Maximum number of Minuit iterations | -1 |
+| `--parallel` | Parallelize job across different nuisanceparameters using N workers. Use -1 for N_CPU workers. | 0 |
+| `--cache/--no-cache` | Cache existing result | True |
+| `--exclude` | Exclude NPs (wildcard is accepted) | "" |
+
+## Plot Nuisance Parameter Pulls and Ranking
+
+```
+quickstats plot_pulls --help
+```
+
+## Likelihood Fit (Best-fit)
+```
+quickstats likelihood_fit --help
+```
+
+## Run Likelihood Scan
+
+```
+quickstats likelihood_scan --help
+```
+
+## Asymptotic CLs Limit
+
+```
+quickstats cls_limit --help
+```
+
+## CLs Limit Scan
+
+```
+quickstats limit_scan --help
+```
+
+
+## Generate Asimov dataset
+```
+quickstats generate_standard_asimov --help
+```
+
+## Inspect Workspace
+```
+quickstats inspect_workspace --help
+```
+
+## Create Workspace from XML Cards
+```
+quickstats build_xml_ws --help
+```
+
+
+## Modify Workspace from XML Cards or Json Config
+```
+quickstats modify_ws --help
+```
+
+
+## Combine Workspace from XML Cards or Json Config
+```
+quickstats combine_ws --help
+```
+
+## Compare Workspaces
+```
+quickstats compare_ws --help
+```
+
+## Run Event Loop from Custom Config File
+```
+quickstats process_rfile --help
+```
+
+
+%package help
+Summary: Development documents and examples for quickstats
+Provides: python3-quickstats-doc
+%description help
+# Setup
+
+Clone the repository:
+```
+git clone ssh://git@gitlab.cern.ch:7999/clcheng/quickstats.git
+```
+
+### 1. CERN User
+
+To set up from lxplus, just do
+```
+source setup.sh
+```
+
+### 2. Genearl User
+
+To set up locally, make sure you have pyROOT 6.24+ installed (using conda is recommended), and do
+```
+pip install quickstats
+```
+
+### Installing pyROOT
+
+Simplest way to install pyROOT is via conda
+```
+conda install -c conda-forge ROOT
+```
+
+## Important: First-time compilation
+
+To compile c++ dependencies, do this for first time use
+```
+quickstats compile
+```
+
+# Command Line Tools
+
+## Run Nuisance Parameter Pulls and Ranking
+```
+quickstats run_pulls -i <input_ws_path> -d <dataset_name> -p <np_name/pattern> --poi <poi_name> --parallel -1 -o <output_dir>
+```
+
+The following options are available
+
+| **Option** | **Description** | **Default** |
+| ---------- | ---------- | ----------- |
+| `-i/--input_file` | Path to the input workspace file | - |
+| `-w/--workspace` | Name of workspace. Auto-detect by default. | None |
+| `-m/--model_config` | Name of model config. Auto-detect by default. | None |
+| `-d/--data` | Name of dataset | "combData" |
+| `-p/--parameter` | Nuisance parameter(s) to run pulls on. Multiple parameters are separated by commas. Wildcards are accepted. All NPs will be run over by default| "" |
+| `-x/--poi` | POIs to measure. If empty, impact on POI will not be calculated. | "" |
+| `-r/--profile` | Parameters to profile | "" |
+| `-f/--fix` | Parameters to fix | "" |
+| `-s/--snapshot` | Name of initial snapshot | "nominalNuis" |
+| `-o/--outdir` | Output directory | "pulls" |
+| `-t/--minimizer_type` | Minimizer type | "Minuit2" |
+| `-a/--minimizer_algo` | Minimizer algorithm | "Migrad" |
+| `-c/--num_cpu` | Number of CPUs to use per parameter | 1 |
+| `--binned/--unbinned` | Whether to use binned likelihood | True |
+| `-q/--precision` | Precision for scan | 0.001 |
+| `-e/--eps` | Tolerance | 1.0 |
+| `-l/--log_level` | Log level | "INFO" |
+| `--eigen/--no-eigen` | Compute eigenvalues and vectors | False |
+| `--strategy` | Default fit strategy | 0 |
+| `--fix-cache/--no-fix-cache` | Fix StarMomentMorph cache | True |
+| `--fix-multi/--no-fix-multi` | Fix MultiPdf level 2 | True |
+| `--offset/--no-offset` | Offset likelihood | True |
+| `--optimize/--no-optimize` | Optimize constant terms | True |
+| `--max_calls` | Maximum number of function calls | -1 |
+| `--max_iters` | Maximum number of Minuit iterations | -1 |
+| `--parallel` | Parallelize job across different nuisanceparameters using N workers. Use -1 for N_CPU workers. | 0 |
+| `--cache/--no-cache` | Cache existing result | True |
+| `--exclude` | Exclude NPs (wildcard is accepted) | "" |
+
+## Plot Nuisance Parameter Pulls and Ranking
+
+```
+quickstats plot_pulls --help
+```
+
+## Likelihood Fit (Best-fit)
+```
+quickstats likelihood_fit --help
+```
+
+## Run Likelihood Scan
+
+```
+quickstats likelihood_scan --help
+```
+
+## Asymptotic CLs Limit
+
+```
+quickstats cls_limit --help
+```
+
+## CLs Limit Scan
+
+```
+quickstats limit_scan --help
+```
+
+
+## Generate Asimov dataset
+```
+quickstats generate_standard_asimov --help
+```
+
+## Inspect Workspace
+```
+quickstats inspect_workspace --help
+```
+
+## Create Workspace from XML Cards
+```
+quickstats build_xml_ws --help
+```
+
+
+## Modify Workspace from XML Cards or Json Config
+```
+quickstats modify_ws --help
+```
+
+
+## Combine Workspace from XML Cards or Json Config
+```
+quickstats combine_ws --help
+```
+
+## Compare Workspaces
+```
+quickstats compare_ws --help
+```
+
+## Run Event Loop from Custom Config File
+```
+quickstats process_rfile --help
+```
+
+
+%prep
+%autosetup -n quickstats-0.6.7.8
+
+%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-quickstats -f filelist.lst
+%dir %{python3_sitelib}/*
+
+%files help -f doclist.lst
+%{_docdir}/*
+
+%changelog
+* Tue Apr 11 2023 Python_Bot <Python_Bot@openeuler.org> - 0.6.7.8-1
+- Package Spec generated
generated by cgit v1.2.3 (git 2.25.1) at 2025-12-31 07:27:06 +0000