Started by an SCM change675350a98e42b5a193c8471cc67c288bce95e7f7ac0350a98e42b5a193c8471cc67c288bce95e7f7ac0refs/remotes/origin/master350a98e42b5a193c8471cc67c288bce95e7f7ac0350a98e42b5a193c8471cc67c288bce95e7f7ac0refs/remotes/origin/master350a98e42b5a193c8471cc67c288bce95e7f7ac0350a98e42b5a193c8471cc67c288bce95e7f7ac0refs/remotes/origin/masterhttps://github.com/larson-group/clubb.githttp://carson.math.uwm.edu/jenkins/job/clubb_BFB_gfortran_test/675/artifacthttp://carson.math.uwm.edu/jenkins/job/clubb_BFB_gfortran_test/changeshttp://carson.math.uwm.edu/jenkins/job/clubb_BFB_gfortran_test/675/pipeline-overviewhttp://carson.math.uwm.edu/jenkins/job/clubb_BFB_gfortran_test/675/testReportfalseUpdate sys_admin RepoRun Python Testfalse#675422086446212clubb_BFB_gfortran_test #675675false6759909SUCCESS1791275347521http://carson.math.uwm.edu/jenkins/job/clubb_BFB_gfortran_test/675/- utilities/convert_acc_to_omp.bashe83e7d62179dd6c710b77216aea55df37600f8201791236009000http://carson.math.uwm.edu/jenkins/user/hueblerGunther Hueblerhuebler@uwm.eduFix OpenMP GPU host_data conversion
2026-10-05 16:33:29 -0500e83e7d62179dd6c710b77216aea55df37600f820Fix OpenMP GPU host_data conversioneditutilities/convert_acc_to_omp.bash
- clubb_jax/backends/cpu.pyclubb_jax/pytests/auto_llm_generated_pytests/test_backends.pyclubb_jax/pytests/auto_llm_generated_pytests/test_jax_cli_options.pytests/pytests/auto_llm_generated_pytests/test_compile_compiler_selection.pyclubb_jax/pytests/auto_llm_generated_pytests/test_rocm_runtime.pyBUILD.mdclubb_jax/run_jax.pyclubb_jax/backends/metal.pyclubb_jax/backends/__init__.pyclubb_jax/pytests/auto_llm_generated_pytests/test_portable_cholesky.pyclubb_jax/backends/rocm.pyclubb_jax/backends/cuda.pyclubb_jax/src/CLUBB_core/matrix_operations.pyclubb_jax/README.mdclubb_jax/requirements-rocm.txtclubb_jax/backends/common.pycompile.pytests/run_jax_vs_fortran_cases.pyclubb_jax/pytests/auto_llm_generated_pytests/test_runtime_info.pyclubb_jax/runtime_info.pyda614f85c180af844a77e80ddd4b61a94ce716b91791238822000http://carson.math.uwm.edu/jenkins/user/noreplynoreplynoreply@github.comAMD/ROCM Support for Jax (#1376)
This does 2 things:
adds support for running on ROCM systems, this is the AMD GPU equivalent of cuda
organize specific-device backend setup files, e.g GPU on nvidia needs cuda jax libraries, Apple needs metal, AMD needs rocm
The only complication was the jax cholesky not working on AMD GPUs. Seems like a bug that's out of our control, so I left en environment flag to switch between the jax linalg call and a custom "portable" one. The portable one still passes the jax_vs_fortran comparison tests.
Commits
---
* Support native AMD ROCm JAX on CachyOS
* Keep ROCm crash fixes and remove Morrison rounding workarounds
* Separate JAX launcher and inspection backend policies
2026-10-05 17:20:22 -0500da614f85c180af844a77e80ddd4b61a94ce716b9AMD/ROCM Support for Jax (#1376)editclubb_jax/README.mdaddclubb_jax/backends/cpu.pyeditcompile.pyeditBUILD.mdaddclubb_jax/pytests/auto_llm_generated_pytests/test_backends.pyaddclubb_jax/backends/__init__.pyaddclubb_jax/requirements-rocm.txtedittests/run_jax_vs_fortran_cases.pyaddclubb_jax/backends/rocm.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_runtime_info.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_jax_cli_options.pyaddtests/pytests/auto_llm_generated_pytests/test_compile_compiler_selection.pyaddclubb_jax/pytests/auto_llm_generated_pytests/test_portable_cholesky.pyeditclubb_jax/run_jax.pyeditclubb_jax/src/CLUBB_core/matrix_operations.pyaddclubb_jax/pytests/auto_llm_generated_pytests/test_rocm_runtime.pyeditclubb_jax/runtime_info.pyaddclubb_jax/backends/metal.pyaddclubb_jax/backends/common.pyaddclubb_jax/backends/cuda.py
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inherited JAX pytests and remove binding dependencies (#1379)
This just prunes lots of outdated and unneccesary pytests. These are all LLM generated and I just never went through them before. Probably still needs cleanup.
2026-10-05 18:50:16 -0500350a98e42b5a193c8471cc67c288bce95e7f7ac0Prune inherited JAX pytests and remove binding dependencies (#1379)editclubb_jax/pytests/auto_llm_generated_pytests/test_max_cubic_root.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_inverse_hydrostatic.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_adg2_driver.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_mono_flux_limiter.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_bivar_LL_covar_partial.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_soil_vegetation.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_cholesky_corr_mtx_approx.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_cholesky_factor.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_calc_xpthvp_terms.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_precip_fraction.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_w_up_in_cloud.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_constants.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_no_dead_functions.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_rad_extended_atmosphere.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_silhs_port_structure.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_radiation_port_structure.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_calc_wpxpyp_pdf.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_differentiability.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_kk_covariance_batch.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_forcing_port_structure.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_hydrometp2_zt.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_spurious_source.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_responder_params.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_pos_definite.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_pdf_params_init.pyaddclubb_jax/tests/run_morrison_interface_test.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_microphysics_integration.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_routine_placement.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_covar_KK_mixt_frac_linearity.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_solver.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_stats_writer.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_clip_covar.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_fill_holes_sliding_window.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_calculate_thvm.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_compute_sigma_sqd_w.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_fill_holes_global.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_calc_corr_w_hm_n.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_xp2_xpyp_terms.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_saturation.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_diagnose_upxp.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_ice_dfsn.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_xpyp_term_ta_godunov.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_validation_checks.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_xpyp_term_ta_pdf.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_hydromet_pdf_parameter.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_compute_rtp2_from_chi.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_compute_gamma_skw.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_fill_holes_mean.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_mpace_b_lba_tndcy.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_jit_compile.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_kk_local_means.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_calc_comp_mu_sigma_hm.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_windm_edsclrm_lhs.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_index_mapping.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_Nc_Ncn_eqns.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_calc_comp_corrs_binormal.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_diffusion.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_mean_adv.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_grid_operators.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_T_in_K.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_bivar_LL_mean_const.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_limits_f_x_responder.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_pressure_sounding_z.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_quadrivar_NNLL_covar_eq_swap.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_sfc_flux.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_config_flags_complete.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_remapping_module.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_spec_hum_to_mixing_ratio.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_cloud_drop_sed.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_microphysics_error_paths.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_remapping_ppm.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_liq_water_path.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_clip_skewness.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_luhar_3d_driver.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_pdf_binormal_moments.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_trivar_NLL_mean_eq.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_diagnose_correlations.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_calc_corr_norm_cholesky.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_component_precip_frac_specify.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_mixing_length.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_calc_ice_cloud_frac_component.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_kk_upscaled_variances.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_no_dead_imports.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_sfc_varnce.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_mirror_lower_triangular.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_numerics_autodiff.pyedittests/run_pytests.shdeleteclubb_jax/pytests/auto_llm_generated_pytests/test_cloud_correlate.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_wp2_wp3_terms.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_NNL_covar_const_limits.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_rcm_sat_adj.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_luhar_params.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_pdf_moment_integrals.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_calculate_w_responder_params.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_ly93_pdf.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_new_pdf.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_penta_faithful.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_wp2_wp3_lhs_terms.pyaddclubb_jax/tests/run_standalone_no_bindings_test.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_skx_func.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_clip_variance.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_sunray_sw.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_set_sfc_value_of_flux_profiles.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_coefs_semiimpl.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_hydrometeor_mixed_moments.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_cloud_feedback_sfclyr.pyeditclubb_jax/README.mddeleteclubb_jax/pytests/auto_llm_generated_pytests/test_windm_edsclrm_rhs.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_corr_varnce.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_calc_wp3_on_wp2.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_pdf_params_pack_roundtrip.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_xm_wpxp_terms.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_kk_autoconversion.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_xm_correction_wpxp_cl.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_mixed_moment_pdf_integrals.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_quadrivar_covar_const_limits.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_cos_solar_zen.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_gabls3_night_stability.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_trivar_NNL_covar_eq.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_calc_roots.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_sponge_damp_xp23.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_setter_var_params.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_adg1_adg2_responder_params.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_smooth_heaviside.pyeditjenkins_tests/clubb_jax/Jenkinsfileeditclubb_jax/pytests/auto_llm_generated_pytests/test_comp_corr_norm.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_new_tsdadg_pdf.pyeditLLM_prompts/pytest_workflow.mddeleteclubb_jax/pytests/auto_llm_generated_pytests/test_compute_uv_tndcy.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_bivar_LL_covar_partial_rr_Nr.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_penta_solver.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_splatting_autodiff.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_NNL_covar_vs_MM.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_silhs_surface_schemes.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_simple_rad.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_pdf_utilities.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_bivar_NL_mean_eq.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_diagnostic_cache.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_mean_vert_vel_up_down.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_fill_holes_autodiff.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_simple_rad_lba.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_denorm_transform_corr.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_numerical_check_setters.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_pdf_integrals_all_mm.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_calendar.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_KK_Nrm_tendencies.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_new_pdf_main.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_transform_pdf_chi_eta_component.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_stats_output_time.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_advance_xp3_simplified.pyaddclubb_jax/tests/run_pdf_monte_carlo_test.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_calc_xprcp_component.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_new_hybrid_pdf_main.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_advance_helper_extras.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_update_xp2_mc.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_binormal_moments.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_compute_xp3.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_lba_sfclyr.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_time_select.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_standalone_jax.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_hydrostatic.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_interpolation.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_pvertinterp.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_bugsrad.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_component_corr_ip.pyedittests/README.mdeditclubb_jax/pytests/auto_llm_generated_pytests/test_calc_liquid_cloud_frac_component.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_microphysics_port_structure.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_close_luhar_pdf.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_calc_wp4_pdf.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_param_names.pydeleteclubb_jax/pytests/auto_llm_generated_pytests/test_NNL_covar_const_vs_MM.py
githttp://carson.math.uwm.edu/jenkins/user/hueblerGunther Hueblerhueblerhttp://carson.math.uwm.edu/jenkins/user/noreplynoreplynoreplyfalseStarted by an SCM change00004438524428231.019670967067604ff5df702bc2ad372325353ee19dde5a2fc3fc104ff5df702bc2ad372325353ee19dde5a2fc3fc1refs/remotes/origin/master04ff5df702bc2ad372325353ee19dde5a2fc3fc104ff5df702bc2ad372325353ee19dde5a2fc3fc1refs/remotes/origin/master04ff5df702bc2ad372325353ee19dde5a2fc3fc104ff5df702bc2ad372325353ee19dde5a2fc3fc1refs/remotes/origin/masterhttps://github.com/larson-group/clubb.gitfalse#676443852446212clubb_BFB_gfortran_test #676676false67610125SUCCESS1791361750992http://carson.math.uwm.edu/jenkins/job/clubb_BFB_gfortran_test/676/- clubb_jax/src/clubb_case_initalization.pyclubb_jax/src/clubb_standalone.pyclubb_jax/src/CLUBB_core/parameters_tunable.pyclubb_jax/src/Input_fields/namelist.pytests/pytests/auto_llm_generated_pytests/test_scm_jax_driver_test.pyclubb_jax/pytests/auto_llm_generated_pytests/test_driver_test_frontend.pyclubb_jax/run_jax.pytests/run_jax_comparison_mutation_test.pyLLM_prompts/jenkins_workflow.mdclubb_jax/tests/run_driver_extensions_test.pyrun_scripts/run_scm.pyclubb_jax/pytests/auto_llm_generated_pytests/test_driver_lifecycle.pyclubb_jax/pytests/auto_llm_generated_pytests/test_driver_error_window.pyclubb_jax/src/advance_clubb_to_end.pyjenkins_tests/clubb_driver/Jenkinsfileclubb_jax/src/clubb_driver_test.pyclubb_jax/README.mdLLM_prompts/pytest_workflow.md56e1502fbdd1be881a4c3ae1a2a9570dfc8615ab1791322777000http://carson.math.uwm.edu/jenkins/user/noreplynoreplynoreply@github.comSupport reusable JAX driver initialization and runtime batches (#1380)
This is just getting the jax driver to be more in line with fortran. It was lacking features like being able to start/stop at a certain timestep. Certain driver tests were also missing, which got added and included in the driver jenkins test.
* Support reusable JAX driver state and runtime batches
* Keep JAX lifecycle coverage with native driver tests and document its origins
* Mirror the native driver lifecycle test and compare complete JAX statistics
* Run JAX driver extensions as an independent step in the lifecycle stage
* Update the C8 comparison mutation for indexed parameter loading
2026-10-06 16:39:37 -050056e1502fbdd1be881a4c3ae1a2a9570dfc8615abSupport reusable JAX driver initialization and runtime batches (#1380)editLLM_prompts/jenkins_workflow.mdedittests/run_jax_comparison_mutation_test.pyaddclubb_jax/pytests/auto_llm_generated_pytests/test_driver_test_frontend.pyeditclubb_jax/src/CLUBB_core/parameters_tunable.pyeditclubb_jax/src/clubb_case_initalization.pyeditclubb_jax/src/advance_clubb_to_end.pyaddclubb_jax/tests/run_driver_extensions_test.pyeditclubb_jax/run_jax.pyeditjenkins_tests/clubb_driver/Jenkinsfileeditrun_scripts/run_scm.pyeditclubb_jax/src/Input_fields/namelist.pyeditLLM_prompts/pytest_workflow.mdaddclubb_jax/src/clubb_driver_test.pyaddtests/pytests/auto_llm_generated_pytests/test_scm_jax_driver_test.pyaddclubb_jax/pytests/auto_llm_generated_pytests/test_driver_lifecycle.pyaddclubb_jax/pytests/auto_llm_generated_pytests/test_driver_error_window.pyeditclubb_jax/src/clubb_standalone.pyeditclubb_jax/README.md
- clubb_jax/src/clubb_case_initalization.pytests/README.mdtests/pytests/auto_llm_generated_pytests/test_run_restart_test.pyclubb_jax/pytests/auto_llm_generated_pytests/test_restart.pyclubb_jax/pytests/auto_llm_generated_pytests/test_unsupported_config_guards.pyclubb_jax/src/Input_fields/input_fields.pyclubb_jax/README.mdclubb_jax/pytests/auto_llm_generated_pytests/test_restart_input_validation.pyjenkins_tests/clubb_restart/Jenkinsfiletests/run_restart_test.pyclubb_jax/RESTART_PORT_NOTES.md7666fd0f4e1bf2c8c46194dcbaa31fedf8f3c8241791325897000http://carson.math.uwm.edu/jenkins/user/noreplynoreplynoreply@github.comPort JAX restart initialization and test normal and SILHS continuation (#1381)
This makes jax restarts work. Also adding jax restart test stages in the existing jenkins restart test.
* Port JAX restart initialization and exercise native and SILHS restarts
* Describe restart validation and dependencies for the focused PR
* Describe JAX restart scenarios and their native source equivalents
* Keep JAX restart validation in the shared harness and exercise distinct columns
2026-10-06 17:31:37 -05007666fd0f4e1bf2c8c46194dcbaa31fedf8f3c824Port JAX restart initialization and test normal and SILHS continuation (#1381)editjenkins_tests/clubb_restart/Jenkinsfileaddclubb_jax/pytests/auto_llm_generated_pytests/test_restart_input_validation.pyeditclubb_jax/pytests/auto_llm_generated_pytests/test_unsupported_config_guards.pyaddtests/pytests/auto_llm_generated_pytests/test_run_restart_test.pyeditclubb_jax/README.mdaddclubb_jax/RESTART_PORT_NOTES.mdedittests/run_restart_test.pyeditclubb_jax/src/clubb_case_initalization.pyaddclubb_jax/pytests/auto_llm_generated_pytests/test_restart.pyedittests/README.mdaddclubb_jax/src/Input_fields/input_fields.py
- clubb_python_api/tests/clubb_loss_driver_test.pyclubb_python_api/README.mdclubb_jax/run_jax.pytuner/clubb_loss_driver.pytests/README.mdclubb_python_api/pytests/auto_llm_generated_pytests/test_loss_frontend.pyrun_scripts/run_scm_loss.pytuner/pytests/auto_llm_generated_pytests/test_case_window_overrides.pyclubb_jax/tests/test_loss_driver.pyclubb_jax/src/clubb_standalone_loss.pyclubb_jax/pytests/auto_llm_generated_pytests/test_loss_port_structure.pyclubb_python_api/clubb_python/clubb_standalone_loss.pyclubb_python_api/CMakeLists.txttuner/clubb_loss_driver_test.pyutilities/README.mdjenkins_tests/clubb_stats_output_consistency/Jenkinsfileutilities/loss_metrics.pyclubb_jax/TUNER_PORT.mdclubb_jax/src/clubb_loss_driver.pyutilities/pytests/auto_llm_generated_pytests/test_loss_cli.pytests/pytests/auto_llm_generated_pytests/test_run_loss_output_consistency.pyclubb_jax/tests/test_silhs_loss_driver.pyclubb_jax/pytests/auto_llm_generated_pytests/test_loss_driver.pytuner/README.mdclubb_jax/README.mdtuner/case_defaults.pytests/run_loss_output_consistency.py04ff5df702bc2ad372325353ee19dde5a2fc3fc11791344832000http://carson.math.uwm.edu/jenkins/user/noreplynoreplynoreply@github.comPort standalone JAX loss evaluation and consistency checks (#1382)
This adds the capability for the jax to run and compute loss vs les data the same as fortran does. Fortran uses the "loss driver" which does this, and has some additional testing code and a clubb_standalone_loss program that supports that, so this was basically just porting more of the high level fortran code to jax and hooking it up with some of the high level python scripts the tuner uses.
* Support reusable JAX driver state and runtime batches
* Add standalone JAX loss evaluation and consistency coverage
* Keep standalone loss CLI coverage separate from tuning
* Remove trailing whitespace from extracted loss CLI tests
* Run JAX loss help checks in the JAX pytest suite
* Keep JAX lifecycle coverage with native driver tests and document its origins
* Document loss test scenarios, native counterparts and JAX extensions
* Keep the native loss executable path intact in the test description
* Mirror the native driver lifecycle test and compare complete JAX statistics
* Run JAX driver extensions as an independent step in the lifecycle stage
* Update the C8 comparison mutation for indexed parameter loading
* Reject unsupported loss restarts before opening model resources
* Clean up merged loss launcher state and document early restart rejection
* Move loss frontends and tests out of the tuner package
Call the existing Fortran Python API directly from its installed standalone loss frontend, and keep the JAX standalone frontend with its source port. Share unchanged table formatting, relocate lifecycle and CLI coverage, and update runners and documentation.
2026-10-06 22:47:12 -050004ff5df702bc2ad372325353ee19dde5a2fc3fc1Port standalone JAX loss evaluation and consistency checks (#1382)addtuner/pytests/auto_llm_generated_pytests/test_case_window_overrides.pyeditutilities/loss_metrics.pyaddclubb_jax/tests/test_loss_driver.pyaddtests/pytests/auto_llm_generated_pytests/test_run_loss_output_consistency.pyeditjenkins_tests/clubb_stats_output_consistency/Jenkinsfileeditclubb_jax/README.mdaddclubb_jax/pytests/auto_llm_generated_pytests/test_loss_driver.pyeditclubb_jax/run_jax.pyeditclubb_python_api/README.mdeditrun_scripts/run_scm_loss.pyeditclubb_python_api/CMakeLists.txtaddclubb_jax/src/clubb_standalone_loss.pyaddclubb_jax/TUNER_PORT.mdedittuner/case_defaults.pydeletetuner/clubb_loss_driver_test.pyeditutilities/README.mdedittests/run_loss_output_consistency.pyaddclubb_jax/pytests/auto_llm_generated_pytests/test_loss_port_structure.pydeletetuner/clubb_loss_driver.pyaddclubb_jax/tests/test_silhs_loss_driver.pyaddclubb_python_api/pytests/auto_llm_generated_pytests/test_loss_frontend.pyaddclubb_python_api/clubb_python/clubb_standalone_loss.pyaddutilities/pytests/auto_llm_generated_pytests/test_loss_cli.pyaddclubb_jax/src/clubb_loss_driver.pyaddclubb_python_api/tests/clubb_loss_driver_test.pyedittests/README.mdedittuner/README.md
githttp://carson.math.uwm.edu/jenkins/user/noreplynoreplyfalse677http://carson.math.uwm.edu/jenkins/job/clubb_BFB_gfortran_test/677/675http://carson.math.uwm.edu/jenkins/job/clubb_BFB_gfortran_test/675/Started by an SCM change674feb2438c46510eaadecd3e0c3bdede3df2939ac1feb2438c46510eaadecd3e0c3bdede3df2939ac1refs/remotes/origin/masterfeb2438c46510eaadecd3e0c3bdede3df2939ac1feb2438c46510eaadecd3e0c3bdede3df2939ac1refs/remotes/origin/masterfeb2438c46510eaadecd3e0c3bdede3df2939ac1feb2438c46510eaadecd3e0c3bdede3df2939ac1refs/remotes/origin/masterhttps://github.com/larson-group/clubb.gitfalse#6742145329446212clubb_BFB_gfortran_test #674674false6749807SUCCESS1791188947592http://carson.math.uwm.edu/jenkins/job/clubb_BFB_gfortran_test/674/- clubb_jax/AGENTS.mdLLM_prompts/script_cli_conventions.mdLLM_prompts/update_python_api_and_drivers.mdLLM_prompts/jenkins_workflow.mdLLM_prompts/dash_app_workflow.mdLLM_prompts/port_underlying_fortran_to_other_languages.mdLLM_prompts/numerical_regression_workflow.md.agents/skills/clubb-jax-port/SKILL.mdLLM_prompts/README.mdAGENTS.md.agents/skills/clubb-script-cli/SKILL.mdLLM_prompts/fortran_column_refactor.mdLLM_prompts/SHORTCUTS.mdLLM_prompts/update_host_models_after_clubb_changes.mdLLM_prompts/jax_porting_workflow.mdd1c3f80378f8621f388662593c7e5a47f1847b351791138711000http://carson.math.uwm.edu/jenkins/user/noreplynoreplynoreply@github.comImprove agent workflow discovery and completion evidence (#1375)
This is just a rework of out LLM shortcuts. I had chatgpt go through a bunch of sessions and investigate my inefficiencies in my workflow (like how often I have to ask for corrections for things that were already instructions in these shortcuts), and had it rework our shortcuts.
The things done seem to make sense - they're a little shorter and more concise, broken up a bit better, include some extra things. Hard to say if any of it's effective though - hopefully I'll notice an improvement with things
2026-10-04 13:31:51 -0500d1c3f80378f8621f388662593c7e5a47f1847b35Improve agent workflow discovery and completion evidence (#1375)addLLM_prompts/README.mdeditAGENTS.mdaddLLM_prompts/script_cli_conventions.mdaddLLM_prompts/numerical_regression_workflow.mdeditLLM_prompts/update_python_api_and_drivers.mdeditLLM_prompts/update_host_models_after_clubb_changes.mdaddLLM_prompts/fortran_column_refactor.mdadd.agents/skills/clubb-script-cli/SKILL.mdeditLLM_prompts/SHORTCUTS.mdeditLLM_prompts/dash_app_workflow.mdaddLLM_prompts/jax_porting_workflow.mdaddLLM_prompts/jenkins_workflow.mdeditLLM_prompts/port_underlying_fortran_to_other_languages.mdaddclubb_jax/AGENTS.mdadd.agents/skills/clubb-jax-port/SKILL.md
- clubb_jax/src/Microphys/cloud_sed_module.pyclubb_jax/src/CLUBB_core/precipitation_fraction.pyclubb_jax/tests/test_silhs_fortran_oracle.pyclubb_jax/tests/test_microphysics_port_structure.pyclubb_jax/tests/test_silhs_sampling.pyclubb_jax/src/Microphys/ice_dfsn_module.pyclubb_jax/src/Microphys/KK_microphys_module.pyclubb_jax/src/SILHS/est_kessler_microphys_module.pyclubb_jax/src/SILHS/latin_hypercube_arrays.pyclubb_jax/src/SILHS/silhs_api_module.pyclubb_jax/src/SILHS/lh_microphys_var_covar_module.pyclubb_jax/src/Microphys/estimate_scm_microphys_module.pyclubb_jax/tests/test_silhs_driver.pyclubb_jax/JAX_CONVERSION_PLAN.mdclubb_jax/tests/test_silhs_diagnostics.pytests/run_jax_vs_fortran_cases.pyclubb_jax/src/CLUBB_core/fill_holes.pyclubb_jax/src/clubb_case_initalization.pyclubb_jax/tests/test_microphysics_error_paths.pyclubb_jax/src/Input_fields/corr_varnce_input_reader.pysrc/SILHS/latin_hypercube_driver_module.F90clubb_jax/tests/test_microphysics_integration.pyclubb_jax/README.mdclubb_jax/src/SILHS/__init__.pyclubb_jax/src/SILHS/parameters_silhs.pyclubb_jax/src/Microphys/advance_microphys_module.pytests/pytests/test_jax_compare_forwarding.pyclubb_jax/src/CLUBB_core/setup_clubb_pdf_params.pyclubb_jax/src/Microphys/gfdl_activation.pyclubb_jax/src/SILHS/latin_hypercube_driver_module.pyclubb_jax/src/Microphys/microphys_driver.pyclubb_jax/src/CLUBB_core/jax_stats.pyclubb_jax/src/Microphys/lh_microphys_driver_module.pyclubb_jax/src/Microphys/silhs_category_variance_module.pyLLM_prompts/SHORTCUTS.mdclubb_jax/tests/test_silhs_port_structure.pyLLM_prompts/update_host_models_after_clubb_changes.mdsrc/SILHS/parameters_silhs.F90clubb_jax/tests/test_microphysics_host_errors.pyclubb_jax/src/Microphys/parameters_microphys.pyclubb_jax/src/SILHS/math_utilities.pyclubb_jax/src/SILHS/silhs_importance_sample_module.pyclubb_jax/src/SILHS/generate_uniform_sample_module.pysrc/Microphys/microphys_init_cleanup.F90clubb_jax/src/Microphys/pdf_hydromet_microphys_wrapper.pyclubb_jax/src/Microphys/morrison_microphys_module.pysrc/SILHS/generate_uniform_sample_module.F90clubb_jax/src/SILHS/transform_to_pdf_module.pyclubb_jax/SILHS_PORT_NOTES.mdclubb_jax/src/Microphys/microphys_init_cleanup.pyclubb_jax/src/CLUBB_core/stats_clubb_utilities.pyclubb_jax/src/Microphys/mixed_moment_PDF_integrals.pyclubb_jax/src/advance_clubb_to_end.pyclubb_jax/src/Microphys/coamps_microphys_driver_module.pyf51ab963e7cde71123d3afd8f77d077a35cf211f1791158488000http://carson.math.uwm.edu/jenkins/user/noreplynoreplynoreply@github.comJax silhs (#1372)
Adding silhs to jax.
To avoid randomness issues I added a silhs flag, l_lh_deterministic_test, that causes samples and random numbers to be generated in a deterministic order that is pretty basic but seems like a fine enough sampling method for a test that only matters for comparing jax to fortran matching. This required changing the fortran to have this deterministic test sample generation.
I added 3 new silhs tests:
rico_silhs with a 60s timestep matches up to 360 timestpes (6 hours)
lba_kk_silhs (lba with kk microphys instead of defauly morrison) passes up to 270ish steps, I set test to 240 steps
lba_silhs (with morrison) passes <80, from past exploration this seems mainly due to morrison being in single precision
* Port SILHS sampling and microphysics coupling to JAX
Add native JAX Latin-hypercube sampling with explicit persistent permutation
state and case-owned initialization. Couple sampled states to KK and Morrison
microphysics in interactive and diagnostic modes, with weighted statistics,
substep averaging, and fatal-path/configuration guards.
Preserve Fortran routine structure, argument grouping, and source comments
throughout SILHS and the microphysics interface layer. Leave Fortran, MT95,
and the KK/Morrison numerical cores unchanged.
Validation: 103 focused sampling/interface/error-path checks and eight real
SILHS driver checks pass. Earlier interface/support validation and the
20-pair disabled-SILHS JAX/Fortran comparison also pass. Enabled SILHS random
stream parity is deferred to a future common-random-input comparison.
* Add deterministic SILHS comparisons and initialize JAX output grids
Add a default-off l_lh_deterministic_test flag to Fortran and JAX. Use
ordered strata and a shared four-value, binary-exact draw cycle in the
high-level LHS and overlap-pool routines, preserving sequence reuse and
leaving the native random generators unchanged. Reject independent
importance sampling and random starts in this comparison mode.
Add interactive RICO, LBA KK and native LBA Morrison configurations to the
JAX/Fortran comparison suite without relaxing the existing tolerances.
Initialize SILHS host statistics from JAX case setup so reduced statistics
files also contain Fortran's lh_zt and lh_sample_number coordinates.
Validation: Fortran build and source checks pass; 581 raw sampling values
match exactly; 59 sampler/contract/forwarding checks and 46 output/support
checks pass. RICO matches through 360 steps at 60s with standard statistics
and with reduced statistics at debug 0.
Document the remaining comparison limits: LBA KK's repeating-cycle Nrp2
difference starts at saved prefix 274, while its configured cap remains
275. Native Morrison's selected scope was verified with midpoint inputs;
the repeating-cycle comparison was not rerun after the requested stop.
* Match Fortran SILHS sampling precision and overlap
Preserve default-real rounding in inverse-normal coefficients before
promotion to the sample dtype. Apply vertical overlap to starting-level
straight Monte Carlo samples and retain source sampling failure status.
Add a live Fortran inverse-normal oracle and regressions for overlap and
the source sample-count check. Keep comparison limits and tolerances.
* Restore SILHS diagnostics and microphysics host error guards
Carry weight-limiter and Kessler diagnostic failures through compiled
returns and ErrInfo. Preserve Fortran debug guards at the host boundaries
so negative-debug tracing can retain per-column failure status.
Write ordered microphysics/SILHS settings and approximate correlations
from initialization into the standalone setup file. Keep report lifetime
and output-name resolution outside the timestep driver.
Add focused failure/report regressions and update the port notes with
repeating-input comparisons and the native Morrison compiler sensitivity.
* Document deterministic SILHS comparison patterns
Explain the ordered permutation, repeating within-stratum offsets and overlap
pool at every Fortran deterministic randomness override. Mirror the explanation
in JAX, including index phases, sequence reuse and independence from RNG state.
Executable statements are unchanged in both implementations; source/AST checks
confirm these changes only add comments.
* Use definition decorators for microphysics JIT boundaries
Move the existing PDF preparation, scheme tendency and hydrometeor transport
JIT boundaries onto their routine definitions with @partial(jax.jit, ...).
Keep the static arguments unchanged and call the source-named routines directly
from the standalone driver.
Update host injection and source-order checks for the canonical routine names.
Lightweight error/feedback fixtures still check eager and compiled routine
bodies; real standalone runs exercise the decorated entry points.
Validation: 140 focused tests; 28 passed, 2435 warnings in 453.39s (0:07:33); unchanged RICO360/LBAKK275
strict comparisons; supported whole-driver and reverse-mode tracing.
* Simplify deterministic SILHS sampling comments
Describe the repeatable-testing branches directly, with their base values and
index offsets. Show the first twelve pool entries for four columns, grouped by
sample, and use the same concise descriptions in the Fortran and JAX mirrors.
Only comments and argument documentation change; executable code is unchanged.
* Exclude E3SM from host compatibility updates
Keep the exclusion visible in shortcut discovery and the host workflow.
Treat sys_admin mappings as synchronization metadata, not the active host list.
* Shortening tests timesteps a bit and adding a space for niceness
2026-10-04 19:01:28 -0500f51ab963e7cde71123d3afd8f77d077a35cf211fJax silhs (#1372)addclubb_jax/tests/test_silhs_fortran_oracle.pyedittests/pytests/test_jax_compare_forwarding.pyeditclubb_jax/src/Microphys/silhs_category_variance_module.pyaddclubb_jax/src/SILHS/transform_to_pdf_module.pyaddclubb_jax/tests/test_silhs_sampling.pyeditclubb_jax/src/Microphys/cloud_sed_module.pyeditclubb_jax/src/clubb_case_initalization.pyaddclubb_jax/tests/test_silhs_port_structure.pyeditclubb_jax/src/Microphys/gfdl_activation.pyeditclubb_jax/tests/test_microphysics_error_paths.pyaddclubb_jax/src/SILHS/math_utilities.pyaddclubb_jax/src/SILHS/generate_uniform_sample_module.pyeditclubb_jax/src/Microphys/morrison_microphys_module.pyeditclubb_jax/src/CLUBB_core/setup_clubb_pdf_params.pyaddclubb_jax/src/SILHS/latin_hypercube_driver_module.pyaddclubb_jax/src/SILHS/est_kessler_microphys_module.pyeditclubb_jax/tests/test_microphysics_integration.pyeditclubb_jax/src/CLUBB_core/stats_clubb_utilities.pyaddclubb_jax/SILHS_PORT_NOTES.mdeditclubb_jax/src/Microphys/ice_dfsn_module.pyeditclubb_jax/src/Microphys/estimate_scm_microphys_module.pyeditclubb_jax/src/CLUBB_core/precipitation_fraction.pyeditsrc/SILHS/parameters_silhs.F90editclubb_jax/src/Input_fields/corr_varnce_input_reader.pyaddclubb_jax/tests/test_microphysics_host_errors.pyedittests/run_jax_vs_fortran_cases.pyeditclubb_jax/src/CLUBB_core/jax_stats.pyaddclubb_jax/src/SILHS/lh_microphys_var_covar_module.pyaddclubb_jax/tests/test_silhs_driver.pyeditclubb_jax/JAX_CONVERSION_PLAN.mdeditLLM_prompts/SHORTCUTS.mdeditclubb_jax/src/Microphys/coamps_microphys_driver_module.pyeditsrc/SILHS/generate_uniform_sample_module.F90editclubb_jax/src/CLUBB_core/fill_holes.pyeditclubb_jax/src/Microphys/microphys_driver.pyeditclubb_jax/tests/test_microphysics_port_structure.pyeditLLM_prompts/update_host_models_after_clubb_changes.mdeditclubb_jax/README.mdaddclubb_jax/src/SILHS/parameters_silhs.pyeditclubb_jax/src/Microphys/mixed_moment_PDF_integrals.pyeditsrc/Microphys/microphys_init_cleanup.F90editclubb_jax/src/Microphys/pdf_hydromet_microphys_wrapper.pyaddclubb_jax/src/SILHS/latin_hypercube_arrays.pyeditsrc/SILHS/latin_hypercube_driver_module.F90addclubb_jax/src/SILHS/__init__.pyaddclubb_jax/tests/test_silhs_diagnostics.pyeditclubb_jax/src/Microphys/KK_microphys_module.pyaddclubb_jax/src/SILHS/silhs_importance_sample_module.pyeditclubb_jax/src/Microphys/lh_microphys_driver_module.pyeditclubb_jax/src/Microphys/microphys_init_cleanup.pyeditclubb_jax/src/advance_clubb_to_end.pyeditclubb_jax/src/Microphys/advance_microphys_module.pyeditclubb_jax/src/Microphys/parameters_microphys.pyaddclubb_jax/src/SILHS/silhs_api_module.py
- clubb_jax/src/advance_clubb_to_end.pyclubb_jax/SILHS_PORT_NOTES.md9233e347a33c4422eaadde0503786b7f6134ebcf1791167559000http://carson.math.uwm.edu/jenkins/user/hueblerGunther Hueblerhuebler@uwm.eduClarify current SILHS comparison limits
Separate current LBA test caps from earlier longer validation runs.
Remove trailing spaces from the radiation-call blank line.
2026-10-04 21:32:39 -05009233e347a33c4422eaadde0503786b7f6134ebcfClarify current SILHS comparison limitseditclubb_jax/src/advance_clubb_to_end.pyeditclubb_jax/SILHS_PORT_NOTES.md
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pytest admission, ownership and Jenkins coverage (#1377)
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* Keep component-specific validation beside Dash and JAX
2026-10-04 22:34:54 -05009afedd80dbc4a1f64989768f1f5124eb03483513Organize pytest admission, ownership and Jenkins coverage 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- utilities/stats_json_to_namelist.pyinput/stats/READMEdash_app/run_tab/tab.pydash_app/shared/stats.py.gitignoredash_app/persistence.pydash_app/run_tab/runtime.pyinput/stats/stats.jsondash_app/run_tab/callbacks_selection.pydash_app/run_tab/stats.pydash_app/run_tab/layout.pydash_app/README.mddash_app/services/models.pydash_app/assets/33_stats_tree.jsdash_app/shared/actions.pydash_app/run_tab/discovery.pydash_app/pytests/test_stats_selection.pydash_app/DEVELOPMENT.mdutilities/pytests/test_stats_json_to_namelist.pydash_app/assets/11_tab_run_theme.cssutilities/create_case_namelist.pydash_app/pytests/test_persistence.pyfeb2438c46510eaadecd3e0c3bdede3df2939ac11791171498000http://carson.math.uwm.edu/jenkins/user/noreplynoreplynoreply@github.comAdd hierarchical JSON statistics selection and Dash editor (#1378)
* Add hierarchical JSON stats selection and Dash editor
* Ignore locally saved custom stats configurations
2026-10-04 22:38:18 -0500feb2438c46510eaadecd3e0c3bdede3df2939ac1Add hierarchical JSON statistics selection and Dash editor (#1378)editdash_app/run_tab/tab.pyeditdash_app/shared/actions.pyaddutilities/stats_json_to_namelist.pyeditdash_app/README.mdeditdash_app/pytests/test_persistence.pyeditdash_app/run_tab/discovery.pyeditdash_app/run_tab/callbacks_selection.pyaddinput/stats/stats.jsonadddash_app/run_tab/stats.pyeditdash_app/run_tab/layout.pyadddash_app/shared/stats.pyeditutilities/create_case_namelist.pyeditdash_app/run_tab/runtime.pyeditdash_app/services/models.pyadddash_app/pytests/test_stats_selection.pyadddash_app/assets/33_stats_tree.jsedit.gitignoreaddutilities/pytests/test_stats_json_to_namelist.pyeditdash_app/assets/11_tab_run_theme.csseditinput/stats/READMEeditdash_app/DEVELOPMENT.mdeditdash_app/persistence.py
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