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[FEA] Python API Improvements Tracker #266

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Description

@Iroy30

Basic Python API for modeling a LP/MILP was added in 25.08. It can be updated with improvements:

  • Read and Write MPS files to/from models
  • Add Model Deltas - Added Updation API
  • Update API to remove variables and constraints
  • Evaluate and improve performance on CSR building
  • Enable using warmstart data
  • Job Delta function
  • Dropped for now- Add Batch LP Solve API

Activity

  1. self-assigned this
    on Aug 7, 2025
  2. added this to the 25.10 milestone on Aug 8, 2025
  3. modified the milestones: 25.10, 25.12 on Oct 14, 2025
  4. chris-maes commented on Nov 25, 2025

    @chris-maes
    Contributor

    Moving this to 26.02.

  5. modified the milestones: 25.12, 26.02 on Nov 25, 2025
  6. modified the milestones: 26.02, 26.04 on Feb 10, 2026
  7. anandhkb commented on Feb 10, 2026

    @anandhkb
    Contributor

    Job delta function is not completed.

    @rgsl888prabhu @tmckayus @Iroy30 for viz

  8. anandhkb commented on Apr 13, 2026

    @anandhkb
    Contributor

    @Iroy30 For updating the status of this Issue

  9. modified the milestones: 26.04, 26.06 on Apr 16, 2026
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