Support splits in SYPD and ASYPD per job

[LuiggiTenorioK]

Closes: #170

This PR adds this information to the jobs in the /v3/tree/{expid}, /v3/graph/{expid}, /v3/pklinfo/{expid}, and /v3/pkltreeinfo/{expid}:

• The split number of the job
• The number of splits in the job group
• Job SYPD
• Job ASYPD (in case it was supported before)

Then, the SYPD and ASYPD formula is updated to divide the numerator by the number of splits in the job group.

Unfortunately, since Autosubmit didn't support saving the split information in the historical DB, the job and experiment endpoints aren't updated and might have different SYPD/ASYPD values.

[codecov-commenter]

Codecov Report

❌ Patch coverage is 84.68468% with 17 lines in your changes missing coverage. Please review.
✅ Project coverage is 80.86%. Comparing base (e4e3d7a) to head (39fce32).

Files with missing lines	Patch %	Lines
autosubmit_api/history/experiment_history.py	81.63%	9 Missing ⚠️
autosubmit_api/repositories/job_data.py	57.14%	6 Missing ⚠️
autosubmit_api/components/jobs/job_factory.py	84.61%	2 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #196      +/-   ##
==========================================
- Coverage   80.89%   80.86%   -0.03%     
==========================================
  Files         109      109              
  Lines        9514     9545      +31     
==========================================
+ Hits         7696     7719      +23     
- Misses       1818     1826       +8     

Flag	Coverage Δ
fast-tests	80.86% <84.68%> (-0.03%)	⬇️

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[Copilot]

Pull Request Overview

This PR updates various endpoints and job processing functions to include and utilize split-related information for SYPD and ASYPD calculations.

• Introduces split and splits attributes to jobs in pkl files and the database model.
• Updates performance calculations in utility functions and node representations in tree and graph components.
• Propagates the new attributes in job creation within the job factory.

Reviewed Changes

Copilot reviewed 7 out of 7 changed files in this pull request and generated no comments.

Show a summary per file

File	Description
autosubmit_api/persistance/pkl_reader.py	Adds logic to extract split-related attributes from pkl data.
autosubmit_api/performance/utils.py	Updates SYPD/ASYPD calculations to account for splits and fixes a shebang typo.
autosubmit_api/experiment/common_requests.py	Passes the job.splits parameter during pkl data processing.
autosubmit_api/database/models.py	Extends the job model with split and splits attributes.
autosubmit_api/components/representations/tree/tree.py	Incorporates split/splits in node data and performance calculations.
autosubmit_api/components/representations/graph/graph.py	Adjusts performance function calls and node data to include split-related fields.
autosubmit_api/components/jobs/job_factory.py	Maps split attributes from the pkl model to runtime job objects.

Comments suppressed due to low confidence (1)

autosubmit_api/performance/utils.py:1

• There is a typo in the shebang; please change 'pytthon' to 'python'.

#!/usr/bin/env pytthon

[kinow]

@LuiggiTenorioK is this the PR you mentioned in the last meeting for me to have a look/review?

[LuiggiTenorioK]

@LuiggiTenorioK is this the PR you mentioned in the last meeting for me to have a look/review?

Hi @kinow. No, this is partially blocked until Autosubmit 4.2.0.

The one that is pending for review is BSC-ES/autosubmit-gui#376 with #239 to enable the set status command in the BSC GUI.