Internal Refactor: Reroute Implementations #21354

justusschock · 2025-11-11T10:40:41Z

What does this PR do?

Fixes #<issue_number>

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📚 Documentation preview 📚: https://pytorch-lightning--21354.org.readthedocs.build/en/21354/

github-actions · 2025-11-11T10:41:05Z

⚡ Required checks status: All passing 🟢

Groups summary

🟢 pytorch_lightning: Tests workflow

Check ID	Status
pl-cpu-guardian	success	✅

These checks are required after the changes to requirements/fabric/base.txt, src/lightning/fabric/accelerators/xla.py, src/lightning/fabric/plugins/environments/kubeflow.py, src/lightning/fabric/plugins/environments/lsf.py, src/lightning/fabric/plugins/environments/slurm.py, src/lightning/fabric/plugins/environments/torchelastic.py, src/lightning/fabric/plugins/environments/xla.py, src/lightning/fabric/plugins/io/xla.py, src/lightning/fabric/plugins/precision/bitsandbytes.py, src/lightning/fabric/plugins/precision/deepspeed.py, src/lightning/fabric/plugins/precision/transformer_engine.py, src/lightning/fabric/plugins/precision/xla.py, src/lightning/fabric/strategies/deepspeed.py, src/lightning/fabric/strategies/launchers/xla.py, src/lightning/fabric/strategies/single_xla.py, src/lightning/fabric/strategies/xla.py, src/lightning/fabric/strategies/xla_fsdp.py, src/lightning/fabric/utilities/imports.py, src/lightning/fabric/utilities/testing/_runif.py, requirements/pytorch/base.txt, src/lightning/pytorch/accelerators/xla.py, src/lightning/pytorch/loggers/comet.py, src/lightning/pytorch/loggers/mlflow.py, src/lightning/pytorch/loggers/neptune.py, src/lightning/pytorch/loggers/wandb.py, src/lightning/pytorch/plugins/precision/deepspeed.py, src/lightning/pytorch/plugins/precision/xla.py, src/lightning/pytorch/strategies/deepspeed.py, src/lightning/pytorch/strategies/launchers/xla.py, src/lightning/pytorch/strategies/single_xla.py, src/lightning/pytorch/strategies/xla.py, src/lightning/pytorch/utilities/deepspeed.py, tests/tests_pytorch/accelerators/test_xla.py, tests/tests_pytorch/callbacks/progress/test_tqdm_progress_bar.py, tests/tests_pytorch/conftest.py, tests/tests_pytorch/deprecated_api/test_no_removal_version.py, tests/tests_pytorch/graveyard/test_tpu.py, tests/tests_pytorch/loggers/conftest.py, tests/tests_pytorch/loggers/test_all.py, tests/tests_pytorch/loggers/test_comet.py, tests/tests_pytorch/loggers/test_mlflow.py, tests/tests_pytorch/loggers/test_neptune.py, tests/tests_pytorch/loggers/test_wandb.py, tests/tests_pytorch/models/test_tpu.py, tests/tests_pytorch/plugins/precision/test_deepspeed_precision.py, tests/tests_pytorch/plugins/precision/test_transformer_engine.py, tests/tests_pytorch/strategies/test_deepspeed.py, tests/tests_pytorch/strategies/test_xla.py, tests/tests_pytorch/trainer/connectors/test_accelerator_connector.py, tests/tests_pytorch/utilities/migration/test_utils.py.

🟢 pytorch_lightning: lit GPU

Check ID	Status
pytorch.yml / Lit Job (nvidia/cuda:12.1.1-devel-ubuntu22.04, pytorch, 3.10)	success	✅
pytorch.yml / Lit Job (lightning, 3.12)	success	✅
pytorch.yml / Lit Job (pytorch, 3.12)	success	✅

These checks are required after the changes to requirements/pytorch/base.txt, src/lightning/pytorch/accelerators/xla.py, src/lightning/pytorch/loggers/comet.py, src/lightning/pytorch/loggers/mlflow.py, src/lightning/pytorch/loggers/neptune.py, src/lightning/pytorch/loggers/wandb.py, src/lightning/pytorch/plugins/precision/deepspeed.py, src/lightning/pytorch/plugins/precision/xla.py, src/lightning/pytorch/strategies/deepspeed.py, src/lightning/pytorch/strategies/launchers/xla.py, src/lightning/pytorch/strategies/single_xla.py, src/lightning/pytorch/strategies/xla.py, src/lightning/pytorch/utilities/deepspeed.py, tests/tests_pytorch/accelerators/test_xla.py, tests/tests_pytorch/callbacks/progress/test_tqdm_progress_bar.py, tests/tests_pytorch/conftest.py, tests/tests_pytorch/deprecated_api/test_no_removal_version.py, tests/tests_pytorch/graveyard/test_tpu.py, tests/tests_pytorch/loggers/conftest.py, tests/tests_pytorch/loggers/test_all.py, tests/tests_pytorch/loggers/test_comet.py, tests/tests_pytorch/loggers/test_mlflow.py, tests/tests_pytorch/loggers/test_neptune.py, tests/tests_pytorch/loggers/test_wandb.py, tests/tests_pytorch/models/test_tpu.py, tests/tests_pytorch/plugins/precision/test_deepspeed_precision.py, tests/tests_pytorch/plugins/precision/test_transformer_engine.py, tests/tests_pytorch/strategies/test_deepspeed.py, tests/tests_pytorch/strategies/test_xla.py, tests/tests_pytorch/trainer/connectors/test_accelerator_connector.py, tests/tests_pytorch/utilities/migration/test_utils.py, requirements/fabric/base.txt, src/lightning/fabric/accelerators/xla.py, src/lightning/fabric/plugins/environments/kubeflow.py, src/lightning/fabric/plugins/environments/lsf.py, src/lightning/fabric/plugins/environments/slurm.py, src/lightning/fabric/plugins/environments/torchelastic.py, src/lightning/fabric/plugins/environments/xla.py, src/lightning/fabric/plugins/io/xla.py, src/lightning/fabric/plugins/precision/bitsandbytes.py, src/lightning/fabric/plugins/precision/deepspeed.py, src/lightning/fabric/plugins/precision/transformer_engine.py, src/lightning/fabric/plugins/precision/xla.py, src/lightning/fabric/strategies/deepspeed.py, src/lightning/fabric/strategies/launchers/xla.py, src/lightning/fabric/strategies/single_xla.py, src/lightning/fabric/strategies/xla.py, src/lightning/fabric/strategies/xla_fsdp.py, src/lightning/fabric/utilities/imports.py, src/lightning/fabric/utilities/testing/_runif.py.

🟢 Benchmarks

Check ID	Status
benchmark.yml / Lit Job (fabric)	success	✅
benchmark.yml / Lit Job (pytorch)	success	✅

These checks are required after the changes to requirements/fabric/base.txt, requirements/pytorch/base.txt, src/lightning/fabric/accelerators/xla.py, src/lightning/fabric/plugins/environments/kubeflow.py, src/lightning/fabric/plugins/environments/lsf.py, src/lightning/fabric/plugins/environments/slurm.py, src/lightning/fabric/plugins/environments/torchelastic.py, src/lightning/fabric/plugins/environments/xla.py, src/lightning/fabric/plugins/io/xla.py, src/lightning/fabric/plugins/precision/bitsandbytes.py, src/lightning/fabric/plugins/precision/deepspeed.py, src/lightning/fabric/plugins/precision/transformer_engine.py, src/lightning/fabric/plugins/precision/xla.py, src/lightning/fabric/strategies/deepspeed.py, src/lightning/fabric/strategies/launchers/xla.py, src/lightning/fabric/strategies/single_xla.py, src/lightning/fabric/strategies/xla.py, src/lightning/fabric/strategies/xla_fsdp.py, src/lightning/fabric/utilities/imports.py, src/lightning/fabric/utilities/testing/_runif.py, src/lightning/pytorch/accelerators/xla.py, src/lightning/pytorch/loggers/comet.py, src/lightning/pytorch/loggers/mlflow.py, src/lightning/pytorch/loggers/neptune.py, src/lightning/pytorch/loggers/wandb.py, src/lightning/pytorch/plugins/precision/deepspeed.py, src/lightning/pytorch/plugins/precision/xla.py, src/lightning/pytorch/strategies/deepspeed.py, src/lightning/pytorch/strategies/launchers/xla.py, src/lightning/pytorch/strategies/single_xla.py, src/lightning/pytorch/strategies/xla.py, src/lightning/pytorch/utilities/deepspeed.py.

🟢 fabric: Docs

Check ID	Status
docs-make (fabric, doctest)	success	✅
docs-make (fabric, html)	success	✅

These checks are required after the changes to src/lightning/fabric/accelerators/xla.py, src/lightning/fabric/plugins/environments/kubeflow.py, src/lightning/fabric/plugins/environments/lsf.py, src/lightning/fabric/plugins/environments/slurm.py, src/lightning/fabric/plugins/environments/torchelastic.py, src/lightning/fabric/plugins/environments/xla.py, src/lightning/fabric/plugins/io/xla.py, src/lightning/fabric/plugins/precision/bitsandbytes.py, src/lightning/fabric/plugins/precision/deepspeed.py, src/lightning/fabric/plugins/precision/transformer_engine.py, src/lightning/fabric/plugins/precision/xla.py, src/lightning/fabric/strategies/deepspeed.py, src/lightning/fabric/strategies/launchers/xla.py, src/lightning/fabric/strategies/single_xla.py, src/lightning/fabric/strategies/xla.py, src/lightning/fabric/strategies/xla_fsdp.py, src/lightning/fabric/utilities/imports.py, src/lightning/fabric/utilities/testing/_runif.py, .github/workflows/docs-build.yml, requirements/fabric/base.txt.

🟢 pytorch_lightning: Docs

Check ID	Status
docs-make (pytorch, doctest)	success	✅
docs-make (pytorch, html)	success	✅

These checks are required after the changes to src/lightning/pytorch/accelerators/xla.py, src/lightning/pytorch/loggers/comet.py, src/lightning/pytorch/loggers/mlflow.py, src/lightning/pytorch/loggers/neptune.py, src/lightning/pytorch/loggers/wandb.py, src/lightning/pytorch/plugins/precision/deepspeed.py, src/lightning/pytorch/plugins/precision/xla.py, src/lightning/pytorch/strategies/deepspeed.py, src/lightning/pytorch/strategies/launchers/xla.py, src/lightning/pytorch/strategies/single_xla.py, src/lightning/pytorch/strategies/xla.py, src/lightning/pytorch/utilities/deepspeed.py, docs/source-pytorch/conf.py, .github/workflows/docs-build.yml, requirements/pytorch/base.txt.

🟢 lightning_fabric: CPU workflow

Check ID	Status
fabric-cpu-guardian	success	✅

These checks are required after the changes to requirements/fabric/base.txt, src/lightning/fabric/accelerators/xla.py, src/lightning/fabric/plugins/environments/kubeflow.py, src/lightning/fabric/plugins/environments/lsf.py, src/lightning/fabric/plugins/environments/slurm.py, src/lightning/fabric/plugins/environments/torchelastic.py, src/lightning/fabric/plugins/environments/xla.py, src/lightning/fabric/plugins/io/xla.py, src/lightning/fabric/plugins/precision/bitsandbytes.py, src/lightning/fabric/plugins/precision/deepspeed.py, src/lightning/fabric/plugins/precision/transformer_engine.py, src/lightning/fabric/plugins/precision/xla.py, src/lightning/fabric/strategies/deepspeed.py, src/lightning/fabric/strategies/launchers/xla.py, src/lightning/fabric/strategies/single_xla.py, src/lightning/fabric/strategies/xla.py, src/lightning/fabric/strategies/xla_fsdp.py, src/lightning/fabric/utilities/imports.py, src/lightning/fabric/utilities/testing/_runif.py, tests/tests_fabric/conftest.py, tests/tests_fabric/graveyard/test_tpu.py, tests/tests_fabric/plugins/environments/test_kubeflow.py, tests/tests_fabric/plugins/environments/test_slurm.py, tests/tests_fabric/plugins/environments/test_torchelastic.py, tests/tests_fabric/plugins/environments/test_xla.py, tests/tests_fabric/plugins/precision/test_transformer_engine.py, tests/tests_fabric/strategies/test_deepspeed.py, tests/tests_fabric/strategies/test_deepspeed_integration.py, tests/tests_fabric/strategies/test_xla.py, tests/tests_fabric/strategies/test_xla_fsdp.py, tests/tests_fabric/test_connector.py, tests/tests_fabric/utilities/test_throughput.py.

🟢 lightning_fabric: lit GPU

Check ID	Status
fabric.yml / Lit Job (nvidia/cuda:12.1.1-devel-ubuntu22.04, fabric, 3.10)	success	✅
fabric.yml / Lit Job (fabric, 3.12)	success	✅
fabric.yml / Lit Job (lightning, 3.12)	success	✅

These checks are required after the changes to requirements/fabric/base.txt, src/lightning/fabric/accelerators/xla.py, src/lightning/fabric/plugins/environments/kubeflow.py, src/lightning/fabric/plugins/environments/lsf.py, src/lightning/fabric/plugins/environments/slurm.py, src/lightning/fabric/plugins/environments/torchelastic.py, src/lightning/fabric/plugins/environments/xla.py, src/lightning/fabric/plugins/io/xla.py, src/lightning/fabric/plugins/precision/bitsandbytes.py, src/lightning/fabric/plugins/precision/deepspeed.py, src/lightning/fabric/plugins/precision/transformer_engine.py, src/lightning/fabric/plugins/precision/xla.py, src/lightning/fabric/strategies/deepspeed.py, src/lightning/fabric/strategies/launchers/xla.py, src/lightning/fabric/strategies/single_xla.py, src/lightning/fabric/strategies/xla.py, src/lightning/fabric/strategies/xla_fsdp.py, src/lightning/fabric/utilities/imports.py, src/lightning/fabric/utilities/testing/_runif.py, tests/tests_fabric/conftest.py, tests/tests_fabric/graveyard/test_tpu.py, tests/tests_fabric/plugins/environments/test_kubeflow.py, tests/tests_fabric/plugins/environments/test_slurm.py, tests/tests_fabric/plugins/environments/test_torchelastic.py, tests/tests_fabric/plugins/environments/test_xla.py, tests/tests_fabric/plugins/precision/test_transformer_engine.py, tests/tests_fabric/strategies/test_deepspeed.py, tests/tests_fabric/strategies/test_deepspeed_integration.py, tests/tests_fabric/strategies/test_xla.py, tests/tests_fabric/strategies/test_xla_fsdp.py, tests/tests_fabric/test_connector.py, tests/tests_fabric/utilities/test_throughput.py.

🟢 mypy

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mypy	success	✅

These checks are required after the changes to requirements/fabric/base.txt, requirements/pytorch/base.txt, src/lightning/fabric/accelerators/xla.py, src/lightning/fabric/plugins/environments/kubeflow.py, src/lightning/fabric/plugins/environments/lsf.py, src/lightning/fabric/plugins/environments/slurm.py, src/lightning/fabric/plugins/environments/torchelastic.py, src/lightning/fabric/plugins/environments/xla.py, src/lightning/fabric/plugins/io/xla.py, src/lightning/fabric/plugins/precision/bitsandbytes.py, src/lightning/fabric/plugins/precision/deepspeed.py, src/lightning/fabric/plugins/precision/transformer_engine.py, src/lightning/fabric/plugins/precision/xla.py, src/lightning/fabric/strategies/deepspeed.py, src/lightning/fabric/strategies/launchers/xla.py, src/lightning/fabric/strategies/single_xla.py, src/lightning/fabric/strategies/xla.py, src/lightning/fabric/strategies/xla_fsdp.py, src/lightning/fabric/utilities/imports.py, src/lightning/fabric/utilities/testing/_runif.py, src/lightning/pytorch/accelerators/xla.py, src/lightning/pytorch/loggers/comet.py, src/lightning/pytorch/loggers/mlflow.py, src/lightning/pytorch/loggers/neptune.py, src/lightning/pytorch/loggers/wandb.py, src/lightning/pytorch/plugins/precision/deepspeed.py, src/lightning/pytorch/plugins/precision/xla.py, src/lightning/pytorch/strategies/deepspeed.py, src/lightning/pytorch/strategies/launchers/xla.py, src/lightning/pytorch/strategies/single_xla.py, src/lightning/pytorch/strategies/xla.py, src/lightning/pytorch/utilities/deepspeed.py.

🟢 install

Check ID	Status
install-pkg-guardian	success	✅

These checks are required after the changes to src/lightning/fabric/accelerators/xla.py, src/lightning/fabric/plugins/environments/kubeflow.py, src/lightning/fabric/plugins/environments/lsf.py, src/lightning/fabric/plugins/environments/slurm.py, src/lightning/fabric/plugins/environments/torchelastic.py, src/lightning/fabric/plugins/environments/xla.py, src/lightning/fabric/plugins/io/xla.py, src/lightning/fabric/plugins/precision/bitsandbytes.py, src/lightning/fabric/plugins/precision/deepspeed.py, src/lightning/fabric/plugins/precision/transformer_engine.py, src/lightning/fabric/plugins/precision/xla.py, src/lightning/fabric/strategies/deepspeed.py, src/lightning/fabric/strategies/launchers/xla.py, src/lightning/fabric/strategies/single_xla.py, src/lightning/fabric/strategies/xla.py, src/lightning/fabric/strategies/xla_fsdp.py, src/lightning/fabric/utilities/imports.py, src/lightning/fabric/utilities/testing/_runif.py, src/lightning/pytorch/accelerators/xla.py, src/lightning/pytorch/loggers/comet.py, src/lightning/pytorch/loggers/mlflow.py, src/lightning/pytorch/loggers/neptune.py, src/lightning/pytorch/loggers/wandb.py, src/lightning/pytorch/plugins/precision/deepspeed.py, src/lightning/pytorch/plugins/precision/xla.py, src/lightning/pytorch/strategies/deepspeed.py, src/lightning/pytorch/strategies/launchers/xla.py, src/lightning/pytorch/strategies/single_xla.py, src/lightning/pytorch/strategies/xla.py, src/lightning/pytorch/utilities/deepspeed.py, requirements/fabric/base.txt, requirements/pytorch/base.txt.

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codecov · 2025-11-11T10:41:28Z

Codecov Report

❌ Patch coverage is 75.43860% with 126 lines in your changes missing coverage. Please review.
✅ Project coverage is 89%. Comparing base (8ac4843) to head (b9296d2).
⚠️ Report is 1 commits behind head on master.
✅ All tests successful. No failed tests found.

Additional details and impacted files

@@            Coverage Diff            @@
##           master   #21354     +/-   ##
=========================================
+ Coverage      87%      89%     +3%     
=========================================
  Files         269      269             
  Lines       23799    22058   -1741     
=========================================
- Hits        20618    19732    -886     
+ Misses       3181     2326    -855

tests/tests_pytorch/loggers/test_all.py

deependujha · 2025-11-19T10:32:39Z

failures are probably due to ple==2.6.0 was released immediately, rerunning them fixes it. We should probably do an empty commit, to trigger all job to run again.

This reverts commit 9a10959.

Revert "Internal Refactor: Reroute Implementations (#21354)" This reverts commit 9a10959.

* forward xla impl * forward logger implementation * forward logger implementation: mlflow * update neptune logger * forward kubeflow implementation * forward lsf env * move torchelastic * update xla env * forward bitsandbytes * forward deepspeed precision * forward transformer engine * forward XLA precision * forward deepspeed strategy fabric * integrate xla strategies * update pytorch deepspeed precision * forward trainer xla single device * XLA ddp trainer * update * update * update * update * update * update * update * update * update * update * update * update * update * update * update fabric tests * fabric tests * tests * update version * update * update * update * update * update * update * fix doc issue * fix mypy issue * fix readthedocs and ci cpu tests * update * update * update * update * update * update * fix deepspeed assertion * update * fix transformer engine mock * update * logger mocks * add tpu mocks * update * update * update * update * fix docmake * update * update * fix loggers error * update * update * update * update * pin cuda version * update * try with removing libnccl downloading * undo cuda pinning * update * update * corretly handle model property * update error types and add property forwarding * update * update * update * meow meow * claymore!!! * remove todo * remove todos + version * retrigger-ci to fix ple release issue * fix mocks xla --------- Co-authored-by: Deependu Jha <deependujha21@gmail.com> Co-authored-by: Bhimraj Yadav <bhimrajyadav977@gmail.com>

Revert "Internal Refactor: Reroute Implementations (Lightning-AI#21354)" This reverts commit 9a10959.

justusschock added 18 commits November 10, 2025 10:59

forward xla impl

c0a70aa

forward logger implementation

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forward logger implementation: mlflow

f6e1c90

update neptune logger

a4ae0be

forward kubeflow implementation

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forward lsf env

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move torchelastic

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update xla env

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forward bitsandbytes

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forward deepspeed precision

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forward transformer engine

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forward XLA precision

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forward deepspeed strategy fabric

c63d855

integrate xla strategies

467b935

update pytorch deepspeed precision

ed8f618

forward trainer xla single device

e68c226

XLA ddp trainer

ebe167e

update

3aa1981

justusschock requested review from Borda, ethanwharris, lantiga, tchaton and williamFalcon as code owners November 11, 2025 10:40

github-actions bot added fabric lightning.fabric.Fabric pl Generic label for PyTorch Lightning package dependencies Pull requests that update a dependency file labels Nov 11, 2025

justusschock added 2 commits November 11, 2025 11:41

update

975c098

update

d9d4b69

justusschock and others added 6 commits November 18, 2025 17:42

update error types and add property forwarding

58fa112

update

b4983ce

update

5df50a0

update

488b630

meow meow

92eb485

claymore!!!

bd382bd

deependujha reviewed Nov 19, 2025

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tests/tests_pytorch/loggers/test_all.py Outdated Show resolved Hide resolved

deependujha reviewed Nov 19, 2025

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tests/tests_pytorch/loggers/test_all.py Outdated Show resolved Hide resolved

remove todo

8639fe7

deependujha approved these changes Nov 19, 2025

View reviewed changes

remove todos + version

c71c658

retrigger-ci to fix ple release issue

aa9fc0b

justusschock changed the title ~~[WIP]~~ Internal Refactor: Reroute Implementations Nov 19, 2025

lantiga approved these changes Nov 19, 2025

View reviewed changes

Merge branch 'master' into integrate_package

6fceec0

bhimrazy approved these changes Nov 20, 2025

View reviewed changes

justusschock force-pushed the integrate_package branch 5 times, most recently from 39c75ae to 61b6960 Compare November 20, 2025 11:05

fix mocks xla

b9296d2

justusschock force-pushed the integrate_package branch from 61b6960 to b9296d2 Compare November 20, 2025 11:06

lantiga merged commit 9a10959 into master Nov 21, 2025
119 checks passed

lantiga deleted the integrate_package branch November 21, 2025 11:54

justusschock added a commit that referenced this pull request Nov 27, 2025

Revert "Internal Refactor: Reroute Implementations (#21354)"

12d684c

This reverts commit 9a10959.

lantiga pushed a commit that referenced this pull request Nov 27, 2025

Revert Rerouting (#21385)

25c9922

Revert "Internal Refactor: Reroute Implementations (#21354)" This reverts commit 9a10959.

Iruos8805 pushed a commit to Iruos8805/pytorch-lightning that referenced this pull request Dec 4, 2025

Revert Rerouting (Lightning-AI#21385)

e10ec6a

Revert "Internal Refactor: Reroute Implementations (Lightning-AI#21354)" This reverts commit 9a10959.

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deependujha commented Nov 19, 2025

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Internal Refactor: Reroute Implementations #21354

Internal Refactor: Reroute Implementations #21354

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⚡ Required checks status: All passing 🟢

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deependujha commented Nov 19, 2025

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justusschock commented Nov 11, 2025 •

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