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Use stochastic restart patterns on rerun #3077

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WalterKolczynski-NOAA
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@WalterKolczynski-NOAA WalterKolczynski-NOAA commented Nov 7, 2024

Description

The stochastic pattern restart files were not being copied into the input directory when restarting the model after a segment/failure. These files are now copied in and the stochini flag set to .true. in the namelist on a rerun.

The files are NOT copied in for non-rerun warm starts.

Also removes the restriction that stochastic physics cannot be run on member 0, as this is desired down the line. Additional settings are added to the fcst and efcs configs to retain the current behavior.

A bug was also discovered and corrected during this work. The stage, forecast, and archive job all assumed that ca_data tile files are always present, but these are only created when cellular automata is on. Now ca_data files are handled if CA is on. To implement this change, the DO_CA setting had to be moved from the forecast configs to base so it is available to the stage_ic and archive jobs.

Resolves #2937

Type of change

  • Bug fix (fixes something broken)

Change characteristics

  • Is this a breaking change (a change in existing functionality)? NO
  • Does this change require a documentation update? NO
  • Does this change require an update to any of the following submodules? NO

How has this been tested?

Multi-segment test on Hercules

Checklist

  • Any dependent changes have been merged and published
  • My code follows the style guidelines of this project
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • I have documented my code, including function, input, and output descriptions
  • My changes generate no new warnings
  • New and existing tests pass with my changes
  • This change is covered by an existing CI test or a new one has been added
  • Any new scripts have been added to the .github/CODEOWNERS file with owners
  • I have made corresponding changes to the system documentation if necessary

aerorahul
aerorahul previously approved these changes Nov 12, 2024
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looks good to me. No comments.
Please invite review from @pjpegion @NeilBarton-NOAA

@WalterKolczynski-NOAA WalterKolczynski-NOAA added the CI-Hera-Ready **CM use only** PR is ready for CI testing on Hera label Nov 13, 2024
@emcbot emcbot added CI-Hera-Building **Bot use only** CI testing is cloning/building on Hera CI-Hera-Running **Bot use only** CI testing on Hera for this PR is in-progress CI-Hera-Failed **Bot use only** CI testing on Hera for this PR has failed and removed CI-Hera-Ready **CM use only** PR is ready for CI testing on Hera CI-Hera-Building **Bot use only** CI testing is cloning/building on Hera CI-Hera-Running **Bot use only** CI testing on Hera for this PR is in-progress labels Nov 13, 2024
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emcbot commented Nov 13, 2024

Experiment C96_atm3DVar FAILED on Hera in Build# 1 in
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/EXPDIR/C96_atm3DVar_d9209edc

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Experiment C48mx500_3DVarAOWCDA FAILED on Hera in Build# 1 with error logs:

/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C48mx500_3DVarAOWCDA_d9209edc/logs/2021032412/gdas_fcst_seg0.log

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Experiment C48mx500_3DVarAOWCDA FAILED on Hera in Build# 1 in
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/EXPDIR/C48mx500_3DVarAOWCDA_d9209edc

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emcbot commented Nov 13, 2024

Experiment C96C48_ufs_hybatmDA FAILED on Hera in Build# 1 with error logs:

/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C96C48_ufs_hybatmDA_d9209edc/logs/2024022318/gdas_fcst_seg0.log

Follow link here to view the contents of the above file(s): (link)

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Experiment C96C48_hybatmDA FAILED on Hera in Build# 1 with error logs:

/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C96C48_hybatmDA_d9209edc/logs/2021122018/gdas_fcst_seg0.log

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emcbot commented Nov 13, 2024

Experiment C96C48_ufs_hybatmDA FAILED on Hera in Build# 1 in
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/EXPDIR/C96C48_ufs_hybatmDA_d9209edc

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emcbot commented Nov 13, 2024

Experiment C96C48_hybatmaerosnowDA FAILED on Hera in Build# 1 with error logs:

/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C96C48_hybatmaerosnowDA_d9209edc/logs/2021122012/gdas_fcst_seg0.log

Follow link here to view the contents of the above file(s): (link)

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emcbot commented Nov 13, 2024

Experiment C96C48_hybatmDA FAILED on Hera in Build# 1 in
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/EXPDIR/C96C48_hybatmDA_d9209edc

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emcbot commented Nov 13, 2024

Experiment C96C48_hybatmaerosnowDA FAILED on Hera in Build# 1 in
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/EXPDIR/C96C48_hybatmaerosnowDA_d9209edc

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emcbot commented Nov 13, 2024

Experiment C48_S2SWA_gefs FAILED on Hera in Build# 1 with error logs:

/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C48_S2SWA_gefs_d9209edc/logs/2021032312/gefs_fcst_mem000_seg1.log
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C48_S2SWA_gefs_d9209edc/logs/2021032312/gefs_fcst_mem001_seg1.log
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C48_S2SWA_gefs_d9209edc/logs/2021032312/gefs_fcst_mem002_seg1.log

Follow link here to view the contents of the above file(s): (link)

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emcbot commented Nov 13, 2024

Experiment C48_S2SWA_gefs FAILED on Hera in Build# 1 in
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/EXPDIR/C48_S2SWA_gefs_d9209edc

@emcbot emcbot added CI-Hera-Failed **Bot use only** CI testing on Hera for this PR has failed and removed CI-Hera-Failed **Bot use only** CI testing on Hera for this PR has failed labels Nov 13, 2024
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CI Failed on Hera in Build# 1
Built and ran in directory /scratch1/NCEPDEV/global/CI/3077


Experiment C48mx500_3DVarAOWCDA_d9209edc Terminated with 0
FAIL
FAIL tasks failed and 1 dead at Wed Nov 13 11:45:45 UTC 2024
Experiment C48mx500_3DVarAOWCDA_d9209edc Terminated: *FAIL*
Error logs:
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C48mx500_3DVarAOWCDA_d9209edc/logs/2021032412/gdas_fcst_seg0.log
Experiment C96_atm3DVar_d9209edc Terminated with 0
FAIL
FAIL tasks failed and 1 dead at Wed Nov 13 11:45:50 UTC 2024
Experiment C96_atm3DVar_d9209edc Terminated: *FAIL*
Error logs:
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C96_atm3DVar_d9209edc/logs/2021122018/gdas_fcst_seg0.log
Experiment C96C48_hybatmDA_d9209edc Terminated with 0
FAIL
FAIL tasks failed and 1 dead at Wed Nov 13 11:51:56 UTC 2024
Experiment C96C48_hybatmDA_d9209edc Terminated: *FAIL*
Experiment C96C48_ufs_hybatmDA_d9209edc Terminated with 0
FAIL
FAIL tasks failed and 1 dead at Wed Nov 13 11:51:57 UTC 2024
Experiment C96C48_ufs_hybatmDA_d9209edc Terminated: *FAIL*
Experiment C96C48_hybatmaerosnowDA_d9209edc Terminated with 0
FAIL
FAIL tasks failed and 1 dead at Wed Nov 13 11:51:59 UTC 2024
Experiment C96C48_hybatmaerosnowDA_d9209edc Terminated: *FAIL*
Error logs:
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C96C48_hybatmDA_d9209edc/logs/2021122018/gdas_fcst_seg0.log
Error logs:
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C96C48_ufs_hybatmDA_d9209edc/logs/2024022318/gdas_fcst_seg0.log
Error logs:
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C96C48_hybatmaerosnowDA_d9209edc/logs/2021122012/gdas_fcst_seg0.log
Experiment C48_S2SWA_gefs_d9209edc Terminated with 0
FAIL
FAIL tasks failed and 3 dead at Wed Nov 13 15:37:41 UTC 2024
Experiment C48_S2SWA_gefs_d9209edc Terminated: *FAIL*
Error logs:
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C48_S2SWA_gefs_d9209edc/logs/2021032312/gefs_fcst_mem000_seg1.log
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C48_S2SWA_gefs_d9209edc/logs/2021032312/gefs_fcst_mem001_seg1.log
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C48_S2SWA_gefs_d9209edc/logs/2021032312/gefs_fcst_mem002_seg1.log
Experiment C96_S2SWA_gefs_replay_ics_d9209edc Completed 1 Cycles: *SUCCESS* at Wed Nov 13 17:25:52 UTC 2024
Experiment C48_ATM_d9209edc Completed 2 Cycles: *SUCCESS* at Wed Nov 13 18:45:20 UTC 2024
Experiment C48_S2SW_d9209edc Completed 2 Cycles: *SUCCESS* at Wed Nov 13 23:13:39 UTC 2024

@WalterKolczynski-NOAA WalterKolczynski-NOAA added CI-Wcoss2-Passed **Bot use only** CI testing on WCOSS for this PR has completed successfully and removed CI-Wcoss2-Running **Bot use only** CI testing on WCOSS for this PR is in-progress labels Dec 4, 2024
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emcbot commented Dec 4, 2024

Experiment C96C48_hybatmaerosnowDA FAILED on Hera in Build# 5 with error logs:

/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C96C48_hybatmaerosnowDA_33615413/logs/2021122018/enkfgdas_earc01.log

Follow link here to view the contents of the above file(s): (link)

@emcbot emcbot added CI-Hera-Failed **Bot use only** CI testing on Hera for this PR has failed and removed CI-Hera-Running **Bot use only** CI testing on Hera for this PR is in-progress labels Dec 4, 2024
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emcbot commented Dec 4, 2024

Experiment C96C48_hybatmaerosnowDA FAILED on Hera in Build# 5 in
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/EXPDIR/C96C48_hybatmaerosnowDA_33615413

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emcbot commented Dec 4, 2024

Experiment C48_S2SW FAILED on Hera in Build# 5 in
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/EXPDIR/C48_S2SW_33615413

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emcbot commented Dec 4, 2024

Experiment C96C48_hybatmDA FAILED on Hera in Build# 5 in
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/EXPDIR/C96C48_hybatmDA_33615413

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emcbot commented Dec 4, 2024

Experiment C96_atm3DVar FAILED on Hera in Build# 5 in
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/EXPDIR/C96_atm3DVar_33615413

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emcbot commented Dec 4, 2024

Experiment C96C48_ufs_hybatmDA FAILED on Hera in Build# 5 in
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/EXPDIR/C96C48_ufs_hybatmDA_33615413

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emcbot commented Dec 4, 2024

Experiment C48_S2SWA_gefs FAILED on Hera in Build# 5 in
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/EXPDIR/C48_S2SWA_gefs_33615413

@emcbot emcbot added CI-Hera-Failed **Bot use only** CI testing on Hera for this PR has failed and removed CI-Hera-Failed **Bot use only** CI testing on Hera for this PR has failed labels Dec 4, 2024
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emcbot commented Dec 4, 2024

CI Failed on Hera in Build# 5
Built and ran in directory /scratch1/NCEPDEV/global/CI/3077


Experiment C48mx500_3DVarAOWCDA_33615413 Completed 2 Cycles: *SUCCESS* at Wed Dec  4 20:52:51 UTC 2024
Experiment C48_ATM_33615413 Completed 2 Cycles: *SUCCESS* at Wed Dec  4 21:11:03 UTC 2024
Experiment C96_S2SWA_gefs_replay_ics_33615413 Completed 1 Cycles: *SUCCESS* at Wed Dec  4 21:17:37 UTC 2024
Experiment C96C48_hybatmaerosnowDA_33615413 Terminated with 0
FAIL
FAIL tasks failed and 1 dead at Wed Dec  4 21:29:38 UTC 2024
Experiment C96C48_hybatmaerosnowDA_33615413 Terminated: *FAIL*
Error logs:
/scratch1/NCEPDEV/global/CI/3077/RUNTESTS/COMROOT/C96C48_hybatmaerosnowDA_33615413/logs/2021122018/enkfgdas_earc01.log

@WalterKolczynski-NOAA WalterKolczynski-NOAA added CI-Hera-Ready **CM use only** PR is ready for CI testing on Hera and removed CI-Hera-Failed **Bot use only** CI testing on Hera for this PR has failed labels Dec 4, 2024
@emcbot emcbot added CI-Hera-Building **Bot use only** CI testing is cloning/building on Hera CI-Hera-Running **Bot use only** CI testing on Hera for this PR is in-progress CI-Hera-Passed **Bot use only** CI testing on Hera for this PR has completed successfully and removed CI-Hera-Ready **CM use only** PR is ready for CI testing on Hera CI-Hera-Building **Bot use only** CI testing is cloning/building on Hera CI-Hera-Running **Bot use only** CI testing on Hera for this PR is in-progress labels Dec 4, 2024
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emcbot commented Dec 5, 2024

CI Passed on Hera in Build# 6
Built and ran in directory /scratch1/NCEPDEV/global/CI/3077


Experiment C48_ATM_9ca245ef Completed 2 Cycles: *SUCCESS* at Thu Dec  5 00:51:54 UTC 2024
Experiment C96_S2SWA_gefs_replay_ics_9ca245ef Completed 1 Cycles: *SUCCESS* at Thu Dec  5 01:23:03 UTC 2024
Experiment C48_S2SW_9ca245ef Completed 2 Cycles: *SUCCESS* at Thu Dec  5 03:24:49 UTC 2024
Experiment C48_S2SWA_gefs_9ca245ef Completed 1 Cycles: *SUCCESS* at Thu Dec  5 03:56:47 UTC 2024
Experiment C48mx500_3DVarAOWCDA_9ca245ef Completed 2 Cycles: *SUCCESS* at Thu Dec  5 04:18:34 UTC 2024
Experiment C96C48_hybatmaerosnowDA_9ca245ef Completed 3 Cycles: *SUCCESS* at Thu Dec  5 05:38:22 UTC 2024
Experiment C96_atm3DVar_9ca245ef Completed 3 Cycles: *SUCCESS* at Thu Dec  5 05:44:20 UTC 2024
Experiment C96C48_hybatmDA_9ca245ef Completed 3 Cycles: *SUCCESS* at Thu Dec  5 05:44:26 UTC 2024
Experiment C96C48_ufs_hybatmDA_9ca245ef Completed 3 Cycles: *SUCCESS* at Thu Dec  5 06:45:05 UTC 2024

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I can't comment on the science updates in this PR but the workflow changes look good. Thanks @WalterKolczynski-NOAA !

@WalterKolczynski-NOAA WalterKolczynski-NOAA merged commit bc61862 into NOAA-EMC:develop Dec 5, 2024
10 of 11 checks passed
@WalterKolczynski-NOAA WalterKolczynski-NOAA deleted the feature/stoch_restart branch December 5, 2024 16:04
danholdaway added a commit to danholdaway/global-workflow that referenced this pull request Jan 27, 2025
* develop:
  Remove WAFS files and references from `develop` (NOAA-EMC#3263)
  fix intel stack version number on c5 (NOAA-EMC#3258)
  Update gsi_monitor and ufs_utils hashes to recent hashes for C5/C6 build and run (NOAA-EMC#3252)
  Enable DA cycling on gaea C5/C6 (NOAA-EMC#3255)
  Copy post-processed sea ice increment for diagnostics (NOAA-EMC#3235)
  Only run METplus in the 3Dvar tests (NOAA-EMC#3245)
  Clone, build, and run C48_ATM and C48_S2SW on Gaea C5 and C6 (NOAA-EMC#3106)
  Add echgres as a dependency only for RUN=enkfgdas, not enkfgfs (NOAA-EMC#3246)
  Add domain level to wave gridded COM path (NOAA-EMC#3137)
  CI JJOB Tests using CMake (NOAA-EMC#3214)
  Make assorted updates to waves (NOAA-EMC#3190)
  Move WCOSS2 LD_LIBRARY_PATH patches to load_ufsda_modules.sh (NOAA-EMC#3236)
  Adding a gefs_arch task to GEFS workflow (NOAA-EMC#3211)
  Add additional GEFS variables needed for AI/ML applications  (NOAA-EMC#3221)
  Add bmat task dependency to marine LETKF task (NOAA-EMC#3224)
  Resolve bug with LMOD_TMOD_FIND_FIRST setting affecting build on WCOSS2 (NOAA-EMC#3229)
  Reinstate product groups (NOAA-EMC#3208)
  Additional fixes for downstream jobs (NOAA-EMC#3187)
  Turn IAU off during staging job for cold start experiments (NOAA-EMC#3215)
  Update the gdas.cd hash and enable GDASApp to run on WCOSS2 (NOAA-EMC#3220)
  Update upload-artifact to v4 (NOAA-EMC#3216)
  Prevent duplicate case generation in generate_workflows.sh (NOAA-EMC#3217)
  Update g-w to cycle with C1152 ATM (NOAA-EMC#3206)
  Separate use of initial increment/perturbation file from REPLAY/+03 ICs  (NOAA-EMC#3119)
  Update gsi_enkf hash and gsi_ver (NOAA-EMC#3207)
  Remove cpus-per-task from APRUN_OCNANALECEN on WCOSS2 (NOAA-EMC#3212)
  Remove 5WAVH from AWIPS GRIB2 parm files (NOAA-EMC#3146)
  Remove multi-grid wave support (NOAA-EMC#3188)
  Add echgres as a dependency for earc (NOAA-EMC#3202)
  Ensure OCNRES and ICERES have 3 digits in the archive script (NOAA-EMC#3199)
  Set runtime shell requirements within Jenkins Pipeline (NOAA-EMC#3171)
  Add efcs and epos to ufs_hybatm xml (NOAA-EMC#3192) (NOAA-EMC#3193)
  Fix GEFS and SFS compile flags in build_all.sh (NOAA-EMC#3197)
  Remove early-cycle EnKF forecast (NOAA-EMC#3185)
  Fix mod_icec bug in atmos_prod (NOAA-EMC#3167)
  Create compute build option (NOAA-EMC#3186)
  Support global-workflow using Rocky 8 on CSPs (NOAA-EMC#2998)
  Change orog gravity wave drag scheme for grid sizes less than 10km (NOAA-EMC#3175)
  Switch snow DA to use 2DVar for deterministic and ensemble mean (NOAA-EMC#3163)
  Update compression options for GEFS history files (NOAA-EMC#3184)
  Update compression options for high res history files (NOAA-EMC#3178)
  Turn DO_TEST_MODE off (NOAA-EMC#3177)
  Hotfix for gdas_arch div/0 (NOAA-EMC#3169)
  Allow building of the ufs-weather-model, WW3 pre/post execs for GFS, GEFS, SFS in the same clone of global-workflow (NOAA-EMC#3098)
  Switch Aerosol DA to use JCB and Jedi class (NOAA-EMC#3125)
  Update ufs-weather-model to 2024-12-06 commit  (NOAA-EMC#3145)
  Enable traditional threading as an option (NOAA-EMC#3149)
  Update HPC_ACCOUNT on Hercules to fv3-cpu (NOAA-EMC#3164)
  Turn C96C48_ufs_hybatmDA and C48mx500_3DVarAOWCDA into a regression test (NOAA-EMC#3120)
  Update GSI analysis jobs to use COMIN/COMOUT (NOAA-EMC#3092)
  Update HPC Tier Definitions (NOAA-EMC#3138)
  Add marine hybrid envar (NOAA-EMC#3041)
  Archive the experiment directory along with git status/diff output (NOAA-EMC#3105)
  Use stochastic restart patterns on rerun (NOAA-EMC#3077)
  Point Jenkinsfile back to CI/ (NOAA-EMC#3139)
  Fix wave restart for cold start and add ic version file (NOAA-EMC#3112)
  Allow users to override the default account at setup time (NOAA-EMC#3127)
  Refactor gridded wave post (NOAA-EMC#3014)
  Update docs related to NOAA CSPs (NOAA-EMC#3043)
  Allow APP to differ between RUNs (NOAA-EMC#2943)
  Run one executable for soca2cice (instead of two) (NOAA-EMC#3118)
  Speed up GSI analysis jobs in CI testing (NOAA-EMC#3115)
  Make aerosol output frequency variable (NOAA-EMC#2982)
  Add new stations to GFS BUFR sounding products (NOAA-EMC#3107)
  JCB-based obs+bias staging, Jedi class updates, and marine B-matrix refactoring (NOAA-EMC#2992)
  Enable tapering of atm ens perts at the model top (NOAA-EMC#3097)
  Update JGDAS ENKF POST  job  (NOAA-EMC#3090)
  SFS Runs at C96mx100  (NOAA-EMC#2960)
  Move machine-based options from config.base to host files (NOAA-EMC#3053)
  Remove RUNDIRS before running CI cases to cover re-run events (NOAA-EMC#3076)
  CI GitHub pipeline (hotfix) update for fetching repo name (NOAA-EMC#3084)
  Update JGDAS ENKF ECEN job  (NOAA-EMC#3050)
  Update snow obs processing job (NOAA-EMC#3055)
  Update to action workflow pipeline in default repo for development  (NOAA-EMC#3062)
  Update to action workflow pipeline in default repo for development (NOAA-EMC#3061)
  Update workflow pipeline (NOAA-EMC#3060)
  PW CI pipeline update5 ready for review so it can be merged and tested (NOAA-EMC#3059)
  Revert "GitHub CI Pipeline update for debugging forked PR support" (NOAA-EMC#3057)
  GitHub CI Pipeline update for debugging forked PR support (NOAA-EMC#3056)
  Add more ocean variables for post-processing in GEFS (NOAA-EMC#2995)
  Auto provisioning of PW clusters from GitHub CI added (NOAA-EMC#3051)
  Fix the name of the TC tracker filenames in archive.py (NOAA-EMC#3030)
  Make wxflow links static instead of from link_workflow (NOAA-EMC#3008)
  Update global jdas enkf diag job with COMIN/COMOUT for COM prefix (NOAA-EMC#2959)
  Add run and finalize methods to marine LETKF task (NOAA-EMC#2944)
  Fix wave restarts and GEFS FHOUT/FHMAX (NOAA-EMC#3009)
  Disabling hyper-threading (NOAA-EMC#2965)
  GitHub Actions Pipeline Updates for Self-Hosted Runners on PW (NOAA-EMC#3018)
  CI jekninsfile update hotfix (NOAA-EMC#3038)
  Update gdas.cd (NOAA-EMC#2978)
  Add ability to add tag to pslots with generate_workflows (NOAA-EMC#3036)
  CI update to shell environment with HOMEgfs to HOME_GFS for systems that need the path (NOAA-EMC#3013)
  Quick updated to Jenkins (health check) launch script (NOAA-EMC#3033)
  Document the generate_workflows.sh script (NOAA-EMC#3028)
  Replace gfs_cyc with an interval (NOAA-EMC#2928)
  Hotfix: Fix generate_workflows.sh optional build flags (NOAA-EMC#3024)
  Add a tool to run multiple YAML cases locally (NOAA-EMC#3004)
  Hotfix: Correctly set overwrite option when specified (NOAA-EMC#3021)
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stage atm_stoch.res.nc and ocn_stoch.res.nc during segment forecasts
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