Add score-based cache eviction - #15396
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IMPORTANT: Only comment on issues directly introduced by this PR's code changes.⚙️ CodeRabbit configuration file Files:
Treat legacy combo, `io.Combo`, and `io.DynamicCombo` values affecting filesystem access as untrusted; revalidate them at load/save boundaries with `folder_paths`, containment checks, or fixed allowlists.📄 CodeRabbit inference engine (AGENTS.md) Files:
Keep state and capability flags on the object that owns the behavior. Prefer explicit parent-owned attributes over probing child objects with `getattr`; use child checks only when the child owns the delegated behavior.📄 CodeRabbit inference engine (AGENTS.md) Files:
Keep changes small, direct, and limited to the narrowest necessary code path and smallest number of files.📄 CodeRabbit inference engine (AGENTS.md) Files:
Keep warning and info messages short and actionable, remove noisy or misleading logging, and make documentation edits concise, factual, and tied to changed behavior.📄 CodeRabbit inference engine (AGENTS.md) Files:
🪛 ast-grep (0.45.2)execution.py[warning] 744-858: Do not use an empty list as a default parameter Note: [CWE-710] Improper Adherence to Coding Standards (mutable default argument). (no-empty-list-as-parameter) 🔇 Additional comments (5)
📝 WalkthroughWalkthroughThe PR adds the Merge Risk: ⚪ Minimal · up to The PR adds an opt-in cache eviction mode while preserving existing cache interfaces and modes; no actionable merge-blocking risk remains based on the supplied evidence. 🚥 Pre-merge checks | ✅ 4 | ❌ 1❌ Failed checks (1 warning)
✅ Passed checks (4 passed)
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Actionable comments posted: 1
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In `@comfy/cli_args.py`:
- Around line 283-284: Update the --cache-score validation in the CLI argument
parsing flow to reject any threshold that is non-finite or negative, while
preserving the existing maximum-two-values check. Validate both active and
inactive GB values before execution.py converts them, and report invalid input
through parser.error with clear guidance.
🪄 Autofix
Fix all unresolved CodeRabbit comments on this PR:
- Push a commit to this branch (recommended)
- Create a new PR with the fixes
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comfy/cli_args.pycomfy_execution/caching.pyexecution.pymain.pytests-unit/execution_test/caching_test.pytests/execution/test_async_nodes.pytests/execution/test_execution.py
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GitHub Actions: CLA Assistant / cla-assistant: Add score-based cache eviction
Conclusion: failure
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- Confirm that you own your contribution.
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- Grant us a copyright license to include and share it within our projects.
CLAs are standard practice across major open source projects including those under the Apache Software Foundation and the Linux Foundation. Ours is based on the Apache Software Foundation's CLA. Most importantly, it would enable us to relicense the project under a more permissive license in the future, giving the project and its community greater flexibility.
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📓 Path-based instructions (7)
**/*
📄 CodeRabbit inference engine (AGENTS.md)
**/*: Keep changes small, direct, and limited to the narrowest necessary code path and smallest number of files.
Prefer practical fixes, minimal dependencies, and existing repository patterns; remove obsolete, dead, unreachable, or unused code.
Preserve existing APIs, node names, model-loading behavior, file layout, and workflow compatibility unless replacement is explicitly intended.
Core ComfyUI must not add outbound internet requests, telemetry, tracking, reporting, remote configuration, or background network activity. User-authorized model downloads are limited to the requested artifact and must exclude telemetry and unrelated metadata.
Files:
tests/execution/test_execution.pycomfy/cli_args.pytests-unit/execution_test/caching_test.pytests/execution/test_async_nodes.pymain.pyexecution.pycomfy_execution/caching.py
**/*.py
📄 CodeRabbit inference engine (AGENTS.md)
**/*.py: Keep state and capability flags on the object that owns the behavior. Prefer explicit parent-owned attributes over probing child objects withgetattr; use child checks only when the child owns the delegated behavior.
Preserve shared method signatures, argument order, return shapes, side effects, and error behavior unless every affected caller and interface is intentionally updated.
Do not add unused compatibility parameters, flags, attributes, constructor options, or model-specific options to shared helpers; keep one-off behavior at the integration boundary.
Normalize third-party return conventions at integration boundaries so core code receives the expected type and shape; avoid undocumented caller-side unwrapping.
Do not addtorch.no_grad,torch.inference_mode, or inference-mode wrappers. Do not add model freeze/unfreeze toggles; only disable globally enabled inference mode when a training path requires gradients.
Remove inference-only training behavior such as dropout while preserving checkpoint and state-dict compatibility; usenn.Identitywhen deleting a module would alter keys or ordering.
Keep imports at module scope except established optional-backend probes or imports required to avoid cycles; avoid unnecessarytry/exceptblocks and use specific exceptions with useful fallbacks.
Do not add workarounds for unsupported library versions, especially PyTorch exception-and-float-cast retries, unless a comment names the exact versions still requiring them.
Let unsupported model formats, invalid quantization metadata, and bad states fail with clear errors instead of silently degrading output.
Match local style, keep comments sparse and useful, and remove comments that merely restate obvious code.
Treat dtype, device placement, VRAM use, and offloading as correctness concerns across CPU, CUDA, ROCm, MPS, DirectML, XPU, NPU, and low-VRAM environments.
Prefer existing ComfyUI and Comfy Kitchen operations, quantization helpers, cast/offload helpe...
Files:
tests/execution/test_execution.pycomfy/cli_args.pytests-unit/execution_test/caching_test.pytests/execution/test_async_nodes.pymain.pyexecution.pycomfy_execution/caching.py
**/*.{py,json}
📄 CodeRabbit inference engine (AGENTS.md)
Treat legacy combo,
io.Combo, andio.DynamicCombovalues affecting filesystem access as untrusted; revalidate them at load/save boundaries withfolder_paths, containment checks, or fixed allowlists.
Files:
tests/execution/test_execution.pycomfy/cli_args.pytests-unit/execution_test/caching_test.pytests/execution/test_async_nodes.pymain.pyexecution.pycomfy_execution/caching.py
**/*.{py,md,txt,json}
📄 CodeRabbit inference engine (AGENTS.md)
Keep warning and info messages short and actionable, remove noisy or misleading logging, and make documentation edits concise, factual, and tied to changed behavior.
Files:
tests/execution/test_execution.pycomfy/cli_args.pytests-unit/execution_test/caching_test.pytests/execution/test_async_nodes.pymain.pyexecution.pycomfy_execution/caching.py
**
⚙️ CodeRabbit configuration file
**: IMPORTANT: Only comment on issues directly introduced by this PR's code changes.
Treat AGENTS.md as mandatory repository policy, not optional style guidance.
Flag PR changes that violate AGENTS.md even when the code is otherwise functional.
In particular, enforce architecture boundaries, dtype/device/memory rules,
interface contracts, import style, no unnecessary try/except blocks, no inline
imports, no outbound internet paths in core ComfyUI, and narrow scoped fixes.
Prefer direct findings over suggestions when a rule is violated. Only ignore
AGENTS.md when it clearly conflicts with a newer explicit maintainer instruction
in the PR.
Do NOT flag pre-existing issues in code that was merely moved, re-indented,
de-indented, or reformatted without logic changes. If code appears in the diff
only due to whitespace or structural reformatting (e.g., removing awith:block),
treat it as unchanged. Contributors should not feel obligated to address
pre-existing issues outside the scope of their contribution.
Files:
tests/execution/test_execution.pycomfy/cli_args.pytests-unit/execution_test/caching_test.pytests/execution/test_async_nodes.pymain.pyexecution.pycomfy_execution/caching.py
comfy/**
⚙️ CodeRabbit configuration file
comfy/**: Core ML/diffusion engine. Focus on:
- Backward compatibility (breaking changes affect all custom nodes)
- Memory management and GPU resource handling
- Performance implications in hot paths
- Thread safety for concurrent execution
Files:
comfy/cli_args.py
comfy_execution/**
⚙️ CodeRabbit configuration file
comfy_execution/**: Execution engine (graph execution, caching, jobs). Focus on:
- Caching correctness
- Concurrent execution safety
- Graph validation edge cases
Files:
comfy_execution/caching.py
🧠 Learnings (3)
📚 Learning: 2026-02-21T14:01:41.482Z
Learnt from: pythongosssss
Repo: Comfy-Org/ComfyUI PR: 12555
File: comfy_extras/nodes_glsl.py:719-724
Timestamp: 2026-02-21T14:01:41.482Z
Learning: In PyOpenGL, bare Python scalars can be accepted for 1-element array parameters by NumberHandler. This means you can pass an int/float directly to OpenGL texture deletion (e.g., glDeleteTextures(tex)) without wrapping in a list. Verify function-specific expectations and ensure types match what the OpenGL call expects; use explicit lists only when the API requires an array.
Applied to files:
tests/execution/test_execution.pycomfy/cli_args.pytests-unit/execution_test/caching_test.pytests/execution/test_async_nodes.pymain.pyexecution.pycomfy_execution/caching.py
📚 Learning: 2026-05-13T12:31:45.069Z
Learnt from: rattus128
Repo: Comfy-Org/ComfyUI PR: 13802
File: comfy/pinned_memory.py:19-30
Timestamp: 2026-05-13T12:31:45.069Z
Learning: When reviewing code that uses comfy/pinned_memory.py’s `HostBuffer.extend(size=..., reallocate=...)`: by default (`reallocate` is not True / False), `extend(size=...)` is a *relative increment* that grows the buffer by `size` bytes—so slicing like `[offset:offset+size]` after `hostbuf.extend(size=size)` is correct and the argument should not be rewritten to `offset + size`. Only in the single-segment reallocation mode (`reallocate=True`, e.g., as used by `resize_pin_buffer()` in `comfy/model_management.py`) should `size` be treated as an *absolute target* and the call/arguments should be checked accordingly.
Applied to files:
comfy/cli_args.py
📚 Learning: 2026-08-06T22:18:59.719Z
Learnt from: kijai
Repo: Comfy-Org/ComfyUI PR: 15362
File: comfy/ldm/wan/model_animate2.py:186-223
Timestamp: 2026-08-06T22:18:59.719Z
Learning: When reviewing ComfyUI quantization code, treat `comfy.quant_ops.TensorWiseINT8Layout` and `comfy.quant_ops.TensorCoreConvRotW4A4Layout` as re-exports from `comfy_kitchen`. Validate their behavior against the re-exported `comfy_kitchen` implementations rather than assuming they are local fallback classes.
Applied to files:
comfy/cli_args.py
🔇 Additional comments (7)
comfy/cli_args.py (1)
141-141: LGTM!main.py (1)
336-340: LGTM!Also applies to: 349-350
comfy_execution/caching.py (1)
3-3: LGTM!Also applies to: 509-510, 553-612, 615-649
execution.py (1)
34-34: LGTM!Also applies to: 115-115, 127-154, 447-447, 553-553, 625-643, 762-815
tests-unit/execution_test/caching_test.py (1)
8-62: LGTM!tests/execution/test_async_nodes.py (1)
16-18: LGTM!Also applies to: 29-29
tests/execution/test_execution.py (1)
188-188: LGTM!
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There was a problem hiding this comment.
Actionable comments posted: 1
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In `@comfy/cli_args.py`:
- Around line 284-288: Update the CacheSet initialization path for
execution.CacheType.SCORE so it uses the configured score-cache implementation
instead of the no-op init_score_cache() path. Read the active and inactive
thresholds from cache_args using the ram and ram_inactive values supplied by
--cache-score, and expose the resulting ram_release value through caches.outputs
for the execution callback.
🪄 Autofix
Fix all unresolved CodeRabbit comments on this PR:
- Push a commit to this branch (recommended)
- Create a new PR with the fixes
ℹ️ Review info
⚙️ Run configuration
Configuration used: Path: .coderabbit.yaml
Review profile: ASSERTIVE
Plan: Pro Plus
Run ID: 0bb0a091-867c-4f4d-921c-9e6107ec3200
📒 Files selected for processing (2)
comfy/cli_args.pytests-unit/comfy_test/cli_args_test.py
📜 Review details
🧰 Additional context used
📓 Path-based instructions (6)
**/*
📄 CodeRabbit inference engine (AGENTS.md)
**/*: Keep changes small, direct, and limited to the narrowest necessary code path and smallest number of files.
Prefer practical fixes, minimal dependencies, and existing repository patterns; remove obsolete, dead, unreachable, or unused code.
Preserve existing APIs, node names, model-loading behavior, file layout, and workflow compatibility unless replacement is explicitly intended.
Core ComfyUI must not add outbound internet requests, telemetry, tracking, reporting, remote configuration, or background network activity. User-authorized model downloads are limited to the requested artifact and must exclude telemetry and unrelated metadata.
Files:
tests-unit/comfy_test/cli_args_test.pycomfy/cli_args.py
**/*.py
📄 CodeRabbit inference engine (AGENTS.md)
**/*.py: Keep state and capability flags on the object that owns the behavior. Prefer explicit parent-owned attributes over probing child objects withgetattr; use child checks only when the child owns the delegated behavior.
Preserve shared method signatures, argument order, return shapes, side effects, and error behavior unless every affected caller and interface is intentionally updated.
Do not add unused compatibility parameters, flags, attributes, constructor options, or model-specific options to shared helpers; keep one-off behavior at the integration boundary.
Normalize third-party return conventions at integration boundaries so core code receives the expected type and shape; avoid undocumented caller-side unwrapping.
Do not addtorch.no_grad,torch.inference_mode, or inference-mode wrappers. Do not add model freeze/unfreeze toggles; only disable globally enabled inference mode when a training path requires gradients.
Remove inference-only training behavior such as dropout while preserving checkpoint and state-dict compatibility; usenn.Identitywhen deleting a module would alter keys or ordering.
Keep imports at module scope except established optional-backend probes or imports required to avoid cycles; avoid unnecessarytry/exceptblocks and use specific exceptions with useful fallbacks.
Do not add workarounds for unsupported library versions, especially PyTorch exception-and-float-cast retries, unless a comment names the exact versions still requiring them.
Let unsupported model formats, invalid quantization metadata, and bad states fail with clear errors instead of silently degrading output.
Match local style, keep comments sparse and useful, and remove comments that merely restate obvious code.
Treat dtype, device placement, VRAM use, and offloading as correctness concerns across CPU, CUDA, ROCm, MPS, DirectML, XPU, NPU, and low-VRAM environments.
Prefer existing ComfyUI and Comfy Kitchen operations, quantization helpers, cast/offload helpe...
Files:
tests-unit/comfy_test/cli_args_test.pycomfy/cli_args.py
**/*.{py,json}
📄 CodeRabbit inference engine (AGENTS.md)
Treat legacy combo,
io.Combo, andio.DynamicCombovalues affecting filesystem access as untrusted; revalidate them at load/save boundaries withfolder_paths, containment checks, or fixed allowlists.
Files:
tests-unit/comfy_test/cli_args_test.pycomfy/cli_args.py
**/*.{py,md,txt,json}
📄 CodeRabbit inference engine (AGENTS.md)
Keep warning and info messages short and actionable, remove noisy or misleading logging, and make documentation edits concise, factual, and tied to changed behavior.
Files:
tests-unit/comfy_test/cli_args_test.pycomfy/cli_args.py
**
⚙️ CodeRabbit configuration file
**: IMPORTANT: Only comment on issues directly introduced by this PR's code changes.
Treat AGENTS.md as mandatory repository policy, not optional style guidance.
Flag PR changes that violate AGENTS.md even when the code is otherwise functional.
In particular, enforce architecture boundaries, dtype/device/memory rules,
interface contracts, import style, no unnecessary try/except blocks, no inline
imports, no outbound internet paths in core ComfyUI, and narrow scoped fixes.
Prefer direct findings over suggestions when a rule is violated. Only ignore
AGENTS.md when it clearly conflicts with a newer explicit maintainer instruction
in the PR.
Do NOT flag pre-existing issues in code that was merely moved, re-indented,
de-indented, or reformatted without logic changes. If code appears in the diff
only due to whitespace or structural reformatting (e.g., removing awith:block),
treat it as unchanged. Contributors should not feel obligated to address
pre-existing issues outside the scope of their contribution.
Files:
tests-unit/comfy_test/cli_args_test.pycomfy/cli_args.py
comfy/**
⚙️ CodeRabbit configuration file
comfy/**: Core ML/diffusion engine. Focus on:
- Backward compatibility (breaking changes affect all custom nodes)
- Memory management and GPU resource handling
- Performance implications in hot paths
- Thread safety for concurrent execution
Files:
comfy/cli_args.py
🧠 Learnings (3)
📚 Learning: 2026-02-21T14:01:41.482Z
Learnt from: pythongosssss
Repo: Comfy-Org/ComfyUI PR: 12555
File: comfy_extras/nodes_glsl.py:719-724
Timestamp: 2026-02-21T14:01:41.482Z
Learning: In PyOpenGL, bare Python scalars can be accepted for 1-element array parameters by NumberHandler. This means you can pass an int/float directly to OpenGL texture deletion (e.g., glDeleteTextures(tex)) without wrapping in a list. Verify function-specific expectations and ensure types match what the OpenGL call expects; use explicit lists only when the API requires an array.
Applied to files:
tests-unit/comfy_test/cli_args_test.pycomfy/cli_args.py
📚 Learning: 2026-05-13T12:31:45.069Z
Learnt from: rattus128
Repo: Comfy-Org/ComfyUI PR: 13802
File: comfy/pinned_memory.py:19-30
Timestamp: 2026-05-13T12:31:45.069Z
Learning: When reviewing code that uses comfy/pinned_memory.py’s `HostBuffer.extend(size=..., reallocate=...)`: by default (`reallocate` is not True / False), `extend(size=...)` is a *relative increment* that grows the buffer by `size` bytes—so slicing like `[offset:offset+size]` after `hostbuf.extend(size=size)` is correct and the argument should not be rewritten to `offset + size`. Only in the single-segment reallocation mode (`reallocate=True`, e.g., as used by `resize_pin_buffer()` in `comfy/model_management.py`) should `size` be treated as an *absolute target* and the call/arguments should be checked accordingly.
Applied to files:
comfy/cli_args.py
📚 Learning: 2026-08-06T22:18:59.719Z
Learnt from: kijai
Repo: Comfy-Org/ComfyUI PR: 15362
File: comfy/ldm/wan/model_animate2.py:186-223
Timestamp: 2026-08-06T22:18:59.719Z
Learning: When reviewing ComfyUI quantization code, treat `comfy.quant_ops.TensorWiseINT8Layout` and `comfy.quant_ops.TensorCoreConvRotW4A4Layout` as re-exports from `comfy_kitchen`. Validate their behavior against the re-exported `comfy_kitchen` implementations rather than assuming they are local fallback classes.
Applied to files:
comfy/cli_args.py
🪛 ast-grep (0.45.0)
tests-unit/comfy_test/cli_args_test.py
[error] 20-22: Command coming from incoming request
Context: subprocess.run(
[sys.executable, "-c", PARSE_ARGS, *arguments], capture_output=True, text=True
)
Note: [CWE-78] Improper Neutralization of Special Elements used in an OS Command ('OS Command Injection').
(subprocess-from-request)
[error] 29-33: Command coming from incoming request
Context: subprocess.run(
[sys.executable, "-c", PARSE_ARGS, "--cache-score", "1", "2", "3"],
capture_output=True,
text=True,
)
Note: [CWE-78] Improper Neutralization of Special Elements used in an OS Command ('OS Command Injection').
(subprocess-from-request)
[error] 44-48: Command coming from incoming request
Context: subprocess.run(
[sys.executable, "-c", PARSE_ARGS, "--cache-score", *values],
capture_output=True,
text=True,
)
Note: [CWE-78] Improper Neutralization of Special Elements used in an OS Command ('OS Command Injection').
(subprocess-from-request)
🔇 Additional comments (2)
tests-unit/comfy_test/cli_args_test.py (1)
1-51: LGTM!comfy/cli_args.py (1)
3-3: LGTM!Also applies to: 142-142
1 participant
Summary
This adds an opt-in
--cache-score [ACTIVE_GB [INACTIVE_GB]]mode that evicts cached outputs using RAM footprint relative to available memory divided by measured cold execution time. Large outputs that are cheap to recompute are evicted before smaller outputs that are expensive to rebuild.Execution timing is preserved across normal, async, and generated-subgraph paths. Existing cache modes and the
CacheEntryinterface remain unchanged.Testing
Closes #8367