mirror of
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81c4bc5fe9c697904169f4562cd25543dc5f402c
5321
Commits
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b202f842af | Skip running model finalizers at exit (#12994) | ||
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7d5f5252c3 |
ci: add check to block AI agent Co-authored-by trailers in PRs (#12799)
Add a GitHub Actions workflow and shell script that scan all commits in a pull request for Co-authored-by trailers from known AI coding agents (Claude, Cursor, Copilot, Codex, Aider, Devin, Gemini, Jules, Windsurf, Cline, Amazon Q, Continue, OpenCode, etc.). The check fails with clear instructions on how to remove the trailers via interactive rebase. |
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2bd4d82b4f |
feat(assets): align local API with cloud spec (#12863)
* feat(assets): align local API with cloud spec Unify response models, add missing fields, and align input schemas with the cloud OpenAPI spec at cloud.comfy.org/openapi. - Replace AssetSummary/AssetDetail/AssetUpdated with single Asset model - Add is_immutable, metadata (system_metadata), prompt_id fields - Support mime_type and preview_id in update endpoint - Make CreateFromHashBody.name optional, add mime_type, require >=1 tag - Add id/mime_type/preview_id to upload, relax tags to optional - Rename total_tags → tags in tag add/remove responses - Add GET /api/assets/tags/refine histogram endpoint - Add DB migration for system_metadata and prompt_id columns Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Fix review issues: tags validation, size nullability, type annotation, hash mismatch check, and add tag histogram tests - Remove contradictory min_length=1 from CreateFromHashBody.tags default - Restore size field to int|None=None for proper null semantics - Add Union type annotation to _build_asset_response result param - Add hash mismatch validation on idempotent upload path (409 HASH_MISMATCH) - Add unit tests for list_tag_histogram service function Amp-Thread-ID: https://ampcode.com/threads/T-019cd993-f43c-704e-b3d7-6cfc3d4d4a80 Co-authored-by: Amp <amp@ampcode.com> * Add preview_url to /assets API response using /api/view endpoint For input and output assets, generate a preview_url pointing to the existing /api/view endpoint using the asset's filename and tag-derived type (input/output). Handles subdirectories via subfolder param and URL-encodes filenames with spaces, unicode, and special characters. This aligns the OSS backend response with the frontend AssetCard expectation for thumbnail rendering. Amp-Thread-ID: https://ampcode.com/threads/T-019cda3f-5c2c-751a-a906-ac6c9153ac5c Co-authored-by: Amp <amp@ampcode.com> * chore: remove unused imports from asset_reference queries Amp-Thread-ID: https://ampcode.com/threads/T-019cda7d-cb21-77b4-a51b-b965af60208c Co-authored-by: Amp <amp@ampcode.com> * feat: resolve blake3 hashes in /view endpoint via asset database Amp-Thread-ID: https://ampcode.com/threads/T-019cda7d-cb21-77b4-a51b-b965af60208c Co-authored-by: Amp <amp@ampcode.com> * Register uploaded images in asset database when --enable-assets is set Add register_file_in_place() service function to ingest module for registering already-saved files without moving them. Call it from the /upload/image endpoint to return asset metadata in the response. Amp-Thread-ID: https://ampcode.com/threads/T-019ce023-3384-7560-bacf-de40b0de0dd2 Co-authored-by: Amp <amp@ampcode.com> * Exclude None fields from asset API JSON responses Add exclude_none=True to model_dump() calls across asset routes to keep response payloads clean by omitting unset optional fields. Amp-Thread-ID: https://ampcode.com/threads/T-019ce023-3384-7560-bacf-de40b0de0dd2 Co-authored-by: Amp <amp@ampcode.com> * Add comment explaining why /view resolves blake3 hashes Amp-Thread-ID: https://ampcode.com/threads/T-019ce023-3384-7560-bacf-de40b0de0dd2 Co-authored-by: Amp <amp@ampcode.com> * Move blake3 hash resolution to asset_management service Extract resolve_hash_to_path() into asset_management.py and remove _resolve_blake3_to_path from server.py. Also revert loopback origin check to original logic. Amp-Thread-ID: https://ampcode.com/threads/T-019ce023-3384-7560-bacf-de40b0de0dd2 Co-authored-by: Amp <amp@ampcode.com> * Require at least one tag in UploadAssetSpec Enforce non-empty tags at the Pydantic validation layer so uploads with no tags are rejected with a 400 before reaching ingest. Adds test_upload_empty_tags_rejected to cover this case. Amp-Thread-ID: https://ampcode.com/threads/T-019ce377-8bde-7048-bc28-a9df063409f9 Co-authored-by: Amp <amp@ampcode.com> * Add owner_id check to resolve_hash_to_path Filter asset references by owner visibility so the /view endpoint only resolves hashes for assets the requesting user can access. Adds table-driven tests for owner visibility cases. Amp-Thread-ID: https://ampcode.com/threads/T-019ce377-8bde-7048-bc28-a9df063409f9 Co-authored-by: Amp <amp@ampcode.com> * Make ReferenceData.created_at and updated_at required Remove None defaults and type: ignore comments. Move fields before optional fields to satisfy dataclass ordering. Amp-Thread-ID: https://ampcode.com/threads/T-019ce377-8bde-7048-bc28-a9df063409f9 Co-authored-by: Amp <amp@ampcode.com> * Fix double commit in create_from_hash Move mime_type update into _register_existing_asset so it shares a single transaction with reference creation. Log a warning when the hash is not found instead of silently returning None. Amp-Thread-ID: https://ampcode.com/threads/T-019ce377-8bde-7048-bc28-a9df063409f9 Co-authored-by: Amp <amp@ampcode.com> * Add exclude_none=True to create/upload responses Align with get/update/list endpoints for consistent JSON output. Amp-Thread-ID: https://ampcode.com/threads/T-019ce377-8bde-7048-bc28-a9df063409f9 Co-authored-by: Amp <amp@ampcode.com> * Change preview_id to reference asset by reference ID, not content ID Clients receive preview_id in API responses but could not dereference it through public routes (which use reference IDs). Now preview_id is a self-referential FK to asset_references.id so the value is directly usable in the public API. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Filter soft-deleted and missing refs from visibility queries list_references_by_asset_id and list_tags_with_usage were not filtering out deleted_at/is_missing refs, allowing /view?filename=blake3:... to serve files through hidden references and inflating tag usage counts. Add list_all_file_paths_by_asset_id for orphan cleanup which intentionally needs unfiltered access. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Pass preview_id and mime_type through all asset creation fast paths The duplicate-content upload path and hash-based creation paths were silently dropping preview_id and mime_type. This wires both fields through _register_existing_asset, create_from_hash, and all route call sites so behavior is consistent regardless of whether the asset content already exists. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Remove unimplemented client-provided ID from upload API The `id` field on UploadAssetSpec was advertised for idempotent creation but never actually honored when creating new references. Remove it rather than implementing the feature. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Make asset mime_type immutable after first ingest Prevents cross-tenant metadata mutation when multiple references share the same content-addressed Asset row. mime_type can now only be set when NULL (first ingest); subsequent attempts to change it are silently ignored. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Use resolved content_type from asset lookup in /view endpoint The /view endpoint was discarding the content_type computed by resolve_hash_to_path() and re-guessing from the filename, which produced wrong results for extensionless files or mismatched extensions. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Merge system+user metadata into filter projection Extract rebuild_metadata_projection() to build AssetReferenceMeta rows from {**system_metadata, **user_metadata}, so system-generated metadata is queryable via metadata_filter and user keys override system keys. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Standardize tag ordering to alphabetical across all endpoints Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Derive subfolder tags from path in register_file_in_place Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Reject client-provided id, fix preview URLs, rename tags→total_tags - Reject 'id' field in multipart upload with 400 UNSUPPORTED_FIELD instead of silently ignoring it - Build preview URL from the preview asset's own metadata rather than the parent asset's - Rename 'tags' to 'total_tags' in TagsAdd/TagsRemove response schemas for clarity Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: SQLite migration 0003 FK drop fails on file-backed DBs (MB-2) Add naming_convention to Base.metadata so Alembic batch-mode reflection can match unnamed FK constraints created by migration 0002. Pass naming_convention and render_as_batch=True through env.py online config. Add migration roundtrip tests (upgrade/downgrade/cycle from baseline). Amp-Thread-ID: https://ampcode.com/threads/T-019ce466-1683-7471-b6e1-bb078223cda0 Co-authored-by: Amp <amp@ampcode.com> * Fix missing tag count for is_missing references and update test for total_tags field - Allow is_missing=True references to be counted in list_tags_with_usage when the tag is 'missing', so the missing tag count reflects all references that have been tagged as missing - Add update_is_missing_by_asset_id query helper for bulk updates by asset - Update test_add_and_remove_tags to use 'total_tags' matching the API schema Amp-Thread-ID: https://ampcode.com/threads/T-019ce482-05e7-7324-a1b0-a56a929cc7ef Co-authored-by: Amp <amp@ampcode.com> * Remove unused imports in scanner.py Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Rename prompt_id to job_id on asset_references Rename the column in the DB model, migration, and service schemas. The API response emits both job_id and prompt_id (deprecated alias) for backward compatibility with the cloud API. Amp-Thread-ID: https://ampcode.com/threads/T-019cef41-60b0-752a-aa3c-ed7f20fda2f7 Co-authored-by: Amp <amp@ampcode.com> * Add index on asset_references.preview_id for FK cascade performance Amp-Thread-ID: https://ampcode.com/threads/T-019cef45-a4d2-7548-86d2-d46bcd3db419 Co-authored-by: Amp <amp@ampcode.com> * Add clarifying comments for Asset/AssetReference naming and preview_id Amp-Thread-ID: https://ampcode.com/threads/T-019cef49-f94e-7348-bf23-9a19ebf65e0d Co-authored-by: Amp <amp@ampcode.com> * Disallow all-null meta rows: add CHECK constraint, skip null values on write - convert_metadata_to_rows returns [] for None values instead of an all-null row - Remove dead None branch from _scalar_to_row - Simplify null filter in common.py to just check for row absence - Add CHECK constraint ck_asset_reference_meta_has_value to model and migration 0003 Amp-Thread-ID: https://ampcode.com/threads/T-019cef4e-5240-7749-bb25-1f17fcf9c09c Co-authored-by: Amp <amp@ampcode.com> * Remove dead None guards on result.asset in upload handler register_file_in_place guarantees a non-None asset, so the 'if result.asset else None' checks were unreachable. Amp-Thread-ID: https://ampcode.com/threads/T-019cef5b-4cf8-723c-8a98-8fb8f333c133 Co-authored-by: Amp <amp@ampcode.com> * Remove mime_type from asset update API Clients can no longer modify mime_type after asset creation via the PUT /api/assets/{id} endpoint. This reduces the risk of mime_type spoofing. The internal update_asset_hash_and_mime function remains available for server-side use (e.g., enrichment). Amp-Thread-ID: https://ampcode.com/threads/T-019cef5d-8d61-75cc-a1c6-2841ac395648 Co-authored-by: Amp <amp@ampcode.com> * Fix migration constraint naming double-prefix and NULL in mixed metadata lists - Use fully-rendered constraint names in migration 0003 to avoid the naming convention doubling the ck_ prefix on batch operations. - Add table_args to downgrade so SQLite batch mode can find the CHECK constraint (not exposed by SQLite reflection). - Fix model CheckConstraint name to use bare 'has_value' (convention auto-prefixes). - Skip None items when converting metadata lists to rows, preventing all-NULL rows that violate the has_value check constraint. Amp-Thread-ID: https://ampcode.com/threads/T-019cef87-94f9-7172-a6af-c6282290ce4f Co-authored-by: Amp <amp@ampcode.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com> Co-authored-by: Amp <amp@ampcode.com> |
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593be209a4 |
feat: add essentials_category to nodes and blueprints for Essentials tab (#12573)
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* feat: add essentials_category to nodes and blueprints for Essentials tab Add ESSENTIALS_CATEGORY or essentials_category to 12 node classes and all 36 blueprint JSONs. Update SubgraphEntry TypedDict and subgraph_manager to extract and pass through the field. Fixes COM-15221 Amp-Thread-ID: https://ampcode.com/threads/T-019c83de-f7ab-7779-a451-0ba5940b56a9 * fix: import NotRequired from typing_extensions for Python 3.10 compat * refactor: keep only node class ESSENTIALS_CATEGORY, remove blueprint/subgraph changes Frontend will own blueprint categorization separately. * fix: remove essentials_category from CreateVideo (not in spec) --------- Co-authored-by: guill <jacob.e.segal@gmail.com> |
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3814bf4454 |
Enable Pytorch Attention for gfx1150 (#12973)
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d062becb33 | Make EmptyLatentImage follow intermediate dtype. (#12974) | ||
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e84a200a3c |
ops: opt out of deferred weight init if subclassed (#12967)
If a subclass BYO _load_from_state_dict and doesnt call the super() the needed default init of these weights is missed and can lead to problems for uninitialized weights. |
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192cb8eeb9 | bump manager version to 4.1b5 (#12957) | ||
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0904cc3fe5 |
LTXV: Accumulate VAE decode results on intermediate_device (#12955)
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4941cd046e | Update comfyui-frontend-package to version 1.41.20 (#12954) | ||
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c711b8f437 |
Add --fp16-intermediates to use fp16 for intermediate values between nodes (#12953)
This is an experimental WIP option that might not work in your workflow but should lower memory usage if it does. Currently only the VAE and the load image node will output in fp16 when this option is turned on. |
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1c5db7397d | feat: Support mxfp8 (#12907) | ||
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e0982a7174 |
fix: use no-store cache headers to prevent stale frontend chunks (#12911)
After a frontend update (e.g. nightly build), browsers could load outdated cached index.html and JS/CSS chunks, causing dynamically imported modules to fail with MIME type errors and vite:preloadError. Hard refresh (Ctrl+Shift+R) was insufficient to fix the issue because Cache-Control: no-cache still allows the browser to cache and revalidate via ETags. aiohttp's FileResponse auto-generates ETags based on file mtime+size, which may not change after pip reinstall, so the browser gets 304 Not Modified and serves stale content. Clearing ALL site data in DevTools did fix it, confirming the HTTP cache was the root cause. The fix changes: - index.html: no-cache -> no-store, must-revalidate - JS/CSS/JSON entry points: no-cache -> no-store no-store instructs browsers to never cache these responses, ensuring every page load fetches the current index.html with correct chunk references. This is a small tradeoff (~5KB re-download per page load) for guaranteed correctness after updates. |
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4c4be1bba5 |
comfy-aimdo 0.2.12 (#12941)
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comfy-aimdo 0.2.12 fixes support for non-ASCII filepaths in the new mmap helper. |
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16cd8d8a8f |
Update README. (#12931)
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7810f49702 |
comfy aimdo 0.2.11 + Improved RAM Pressure release strategies - Windows speedups (#12925)
* Implement seek and read for pins Source pins from an mmap is pad because its its a CPU->CPU copy that attempts to fully buffer the same data twice. Instead, use seek and read which avoids the mmap buffering while usually being a faster read in the first place (avoiding mmap faulting etc). * pinned_memory: Use Aimdo pinner The aimdo pinner bypasses pytorches CPU allocator which can leak windows commit charge. * ops: bypass init() of weight for embedding layer This similarly consumes large commit charge especially for TEs. It can cause a permanement leaked commit charge which can destabilize on systems close to the commit ceiling and generally confuses the RAM stats. * model_patcher: implement pinned memory counter Implement a pinned memory counter for better accounting of what volume of memory pins have. * implement touch accounting Implement accounting of touching mmapped tensors. * mm+mp: add residency mmap getter * utils: use the aimdo mmap to load sft files * model_management: Implement tigher RAM pressure semantics Implement a pressure release on entire MMAPs as windows does perform faster when mmaps are unloaded and model loads free ramp into fully unallocated RAM. Make the concept of freeing for pins a completely separate concept. Now that pins are loadable directly from original file and don' touch the mmap, tighten the freeing budget to just the current loaded model - what you have left over. This still over-frees pins, but its a lot better than before. So after the pins are freed with that algorithm, bounce entire MMAPs to free RAM based on what the model needs, deducting off any known resident-in-mmap tensors to the free quota to keep it as tight as possible. * comfy-aimdo 0.2.11 Comfy aimdo 0.2.11 * mm: Implement file_slice path for QT * ruff * ops: put meta-tensors in place to allow custom nodes to check geo |
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e1f10ca093 | bump manager version to 4.1b4 (#12930) | ||
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6cd35a0c5f |
Bump comfyui-frontend-package to 1.41.19 (#12923)
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f9ceed9eef |
fix(api-nodes): Tencent TextToModel and ImageToModel nodes (#12680)
* fix(api-nodes): added "texture_image" output to TencentTextToModel and TencentImageToModel nodes. Fixed `OBJ` output when it is zipped * support additional solid texture outputs * fixed and enabled Tencent3DTextureEdit node |
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4a8cf359fe |
Revert "Revert "feat: Add CacheProvider API for external distributed caching"" (#12915)
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* Revert "Revert "feat: Add CacheProvider API for external distributed caching …"
This reverts commit
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63d1bbdb40 | ComfyUI v0.17.0 v0.17.0 | ||
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5df1427124 |
Fix audio extraction and truncation bugs (#12652)
Bug report in #12651 - to_skip fix: Prevents negative array slicing when the start offset is negative. - __duration check: Prevents the extraction loop from breaking after a single audio chunk when the requested duration is 0 (which is a sentinel for unlimited). |
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d1d53c14be |
Revert "feat: Add CacheProvider API for external distributed caching (#12056)" (#12912)
This reverts commit
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af7b4a921d |
feat: Add CacheProvider API for external distributed caching (#12056)
* feat: Add CacheProvider API for external distributed caching Introduces a public API for external cache providers, enabling distributed caching across multiple ComfyUI instances (e.g., Kubernetes pods). New files: - comfy_execution/cache_provider.py: CacheProvider ABC, CacheContext/CacheValue dataclasses, thread-safe provider registry, serialization utilities Modified files: - comfy_execution/caching.py: Add provider hooks to BasicCache (_notify_providers_store, _check_providers_lookup), subcache exclusion, prompt ID propagation - execution.py: Add prompt lifecycle hooks (on_prompt_start/on_prompt_end) to PromptExecutor, set _current_prompt_id on caches Key features: - Local-first caching (check local before external for performance) - NaN detection to prevent incorrect external cache hits - Subcache exclusion (ephemeral subgraph results not cached externally) - Thread-safe provider snapshot caching - Graceful error handling (provider errors logged, never break execution) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * fix: use deterministic hash for cache keys instead of pickle Pickle serialization is NOT deterministic across Python sessions due to hash randomization affecting frozenset iteration order. This causes distributed caching to fail because different pods compute different hashes for identical cache keys. Fix: Use _canonicalize() + JSON serialization which ensures deterministic ordering regardless of Python's hash randomization. This is critical for cross-pod cache key consistency in Kubernetes deployments. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * test: add unit tests for CacheProvider API - Add comprehensive tests for _canonicalize deterministic ordering - Add tests for serialize_cache_key hash consistency - Add tests for contains_nan utility - Add tests for estimate_value_size - Add tests for provider registry (register, unregister, clear) - Move json import to top-level (fix inline import) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * style: remove unused imports in test_cache_provider.py 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * fix: move _torch_available before usage and use importlib.util.find_spec Fixes ruff F821 (undefined name) and F401 (unused import) errors. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * fix: use hashable types in frozenset test and add dict test Frozensets can only contain hashable types, so use nested frozensets instead of dicts. Added separate test for dict handling via serialize_cache_key. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: expose CacheProvider API via comfy_api.latest.Caching - Add Caching class to comfy_api/latest/__init__.py that re-exports from comfy_execution.cache_provider (source of truth) - Fix docstring: "Skip large values" instead of "Skip small values" (small compute-heavy values are good cache targets) - Maintain backward compatibility: comfy_execution.cache_provider imports still work Usage: from comfy_api.latest import Caching class MyProvider(Caching.CacheProvider): def on_lookup(self, context): ... def on_store(self, context, value): ... Caching.register_provider(MyProvider()) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * docs: clarify should_cache filtering criteria Change docstring from "Skip large values" to "Skip if download time > compute time" which better captures the cost/benefit tradeoff for external caching. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * docs: make should_cache docstring implementation-agnostic Remove prescriptive filtering suggestions - let implementations decide their own caching logic based on their use case. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * feat: add optional ui field to CacheValue - Add ui field to CacheValue dataclass (default None) - Pass ui when creating CacheValue for external providers - Use result.ui (or default {}) when returning from external cache lookup This allows external cache implementations to store/retrieve UI data if desired, while remaining optional for implementations that skip it. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: rename _is_cacheable_value to _is_external_cacheable_value Clearer name since objects are also cached locally - this specifically checks for external caching eligibility. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: async CacheProvider API + reduce public surface - Make on_lookup/on_store async on CacheProvider ABC - Simplify CacheContext: replace cache_key + cache_key_bytes with cache_key_hash (str hex digest) - Make registry/utility functions internal (_prefix) - Trim comfy_api.latest.Caching exports to core API only - Make cache get/set async throughout caching.py hierarchy - Use asyncio.create_task for fire-and-forget on_store - Add NaN gating before provider calls in Core - Add await to 5 cache call sites in execution.py Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: remove unused imports (ruff) and update tests for internal API - Remove unused CacheContext and _serialize_cache_key imports from caching.py (now handled by _build_context helper) - Update test_cache_provider.py to use _-prefixed internal names - Update tests for new CacheContext.cache_key_hash field (str) - Make MockCacheProvider methods async to match ABC Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: address coderabbit review feedback - Add try/except to _build_context, return None when hash fails - Return None from _serialize_cache_key on total failure (no id()-based fallback) - Replace hex-like test literal with non-secret placeholder Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: use _-prefixed imports in _notify_prompt_lifecycle The lifecycle notification method was importing the old non-prefixed names (has_cache_providers, get_cache_providers, logger) which no longer exist after the API cleanup. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: add sync get_local/set_local for graph traversal ExecutionList in graph.py calls output_cache.get() and .set() from sync methods (is_cached, cache_link, get_cache). These cannot await the now-async get/set. Add get_local/set_local that bypass external providers and only access the local dict — which is all graph traversal needs. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * chore: remove cloud-specific language from cache provider API Make all docstrings and comments generic for the OSS codebase. Remove references to Kubernetes, Redis, GCS, pods, and other infrastructure-specific terminology. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * style: align documentation with codebase conventions Strip verbose docstrings and section banners to match existing minimal documentation style used throughout the codebase. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: add usage example to Caching class, remove pickle fallback - Add docstring with usage example to Caching class matching the convention used by sibling APIs (Execution.set_progress, ComfyExtension) - Remove non-deterministic pickle fallback from _serialize_cache_key; return None on JSON failure instead of producing unretrievable hashes - Move cache_provider imports to top of execution.py (no circular dep) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * refactor: move public types to comfy_api, eager provider snapshot Address review feedback: - Move CacheProvider/CacheContext/CacheValue definitions to comfy_api/latest/_caching.py (source of truth for public API) - comfy_execution/cache_provider.py re-exports types from there - Build _providers_snapshot eagerly on register/unregister instead of lazy memoization in _get_cache_providers Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: generalize self-inequality check, fail-closed canonicalization Address review feedback from guill: - Rename _contains_nan to _contains_self_unequal, use not (x == x) instead of math.isnan to catch any self-unequal value - Remove Unhashable and repr() fallbacks from _canonicalize; raise ValueError for unknown types so _serialize_cache_key returns None and external caching is skipped (fail-closed) - Update tests for renamed function and new fail-closed behavior Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: suppress ruff F401 for re-exported CacheContext CacheContext is imported from _caching and re-exported for use by caching.py. Add noqa comment to satisfy the linter. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: enable external caching for subcache (expanded) nodes Subcache nodes (from node expansion) now participate in external provider store/lookup. Previously skipped to avoid duplicates, but the cost of missing partial-expansion cache hits outweighs redundant stores — especially with looping behavior on the horizon. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: wrap register/unregister as explicit static methods Define register_provider and unregister_provider as wrapper functions in the Caching class instead of re-importing. This locks the public API signature in comfy_api/ so internal changes can't accidentally break it. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: use debug-level logging for provider registration Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: follow ProxiedSingleton pattern for Caching class Add Caching as a nested class inside ComfyAPI_latest inheriting from ProxiedSingleton with async instance methods, matching the Execution and NodeReplacement patterns. Retains standalone Caching class for direct import convenience. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: inline registration logic in Caching class Follow the Execution/NodeReplacement pattern — the public API methods contain the actual logic operating on cache_provider module state, not wrapper functions delegating to free functions. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: single Caching definition inside ComfyAPI_latest Remove duplicate standalone Caching class. Define it once as a nested class in ComfyAPI_latest (matching Execution/NodeReplacement pattern), with a module-level alias for import convenience. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: remove prompt_id from CacheContext, type-safe canonicalization Remove prompt_id from CacheContext — it's not relevant for cache matching and added unnecessary plumbing (_current_prompt_id on every cache). Lifecycle hooks still receive prompt_id directly. Include type name in canonicalized primitives so that int 7 and str "7" produce distinct hashes. Also canonicalize dict keys properly instead of str() coercion. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix: address review feedback on cache provider API - Hold references to pending store tasks to prevent "Task was destroyed but it is still pending" warnings (bigcat88) - Parallel cache lookups with asyncio.gather instead of sequential awaits for better performance (bigcat88) - Delegate Caching.register/unregister_provider to existing functions in cache_provider.py instead of reimplementing (bigcat88) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude <noreply@anthropic.com> |
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8d9faaa181 | Update requirements.txt (#12910) | ||
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47e1e316c5 |
Lower kv cache memory usage. (#12909)
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712411d539 | chore: update workflow templates to v0.9.21 (#12908) | ||
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3fa8c5686d |
fix: use frontend-compatible format for Float gradient_stops (#12789)
Co-authored-by: guill <jacob.e.segal@gmail.com> Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com> |
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73d9599495 |
add painter node (#12294)
* add painter node * use io.Color * code improve --------- Co-authored-by: guill <jacob.e.segal@gmail.com> |
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44f1246c89 | Support flux 2 klein kv cache model: Use the FluxKVCache node. (#12905) | ||
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8f9ea49571 |
Bump comfy-kitchen version to 0.2.8 (#12895)
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9ce4c3dd87 |
Bump comfyui-frontend-package to 1.41.16 (#12894)
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> |
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abc87d3669 |
Bump comfyui-frontend-package to 1.41.15 (#12891)
--------- Co-authored-by: Alexander Brown <DrJKL0424@gmail.com> |
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f6274c06b4 | Fix issue with batch_size > 1 on some models. (#12892) | ||
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4f4f8659c2 |
fix: guard torch.AcceleratorError for compatibility with torch < 2.8.0 (#12874)
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* fix: guard torch.AcceleratorError for compatibility with torch < 2.8.0 torch.AcceleratorError was introduced in PyTorch 2.8.0. Accessing it directly raises AttributeError on older versions. Use a try/except fallback at module load time, consistent with the existing pattern used for OOM_EXCEPTION. * fix: address review feedback for AcceleratorError compat - Fall back to RuntimeError instead of type(None) for ACCELERATOR_ERROR, consistent with OOM_EXCEPTION fallback pattern and valid for except clauses - Add "out of memory" message introspection for RuntimeError fallback case - Use RuntimeError directly in discard_cuda_async_error except clause --------- |
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3365008dfe | feat(api-nodes): add Reve Image nodes (#12848) | ||
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980621da83 |
comfy-aimdo 0.2.10 (#12890)
Comfy Aimdo 0.2.10 fixes the aimdo allocator hook for legacy cudaMalloc consumers. Some consumers of cudaMalloc assume implicit synchronization built in closed source logic inside cuda. This is preserved by passing through to cuda as-is and accouting after the fact as opposed to integrating these hooks with Aimdos VMA based allocator. |
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9642e4407b |
Add pre attention and post input patches to qwen image model. (#12879)
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3ad36d6be6 |
Allow model patches to have a cleanup function. (#12878)
The function gets called after sampling is finished. |
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8086468d2a |
main: switch on faulthandler (#12868)
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When we get segfault bug reports we dont get much. Switch on pythons inbuilt tracer for segfault. |
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535c16ce6e |
Widen OOM_EXCEPTION to AcceleratorError form (#12835)
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Pytorch only filters for OOMs in its own allocators however there are paths that can OOM on allocators made outside the pytorch allocators. These manifest as an AllocatorError as pytorch does not have universal error translation to its OOM type on exception. Handle it. A log I have for this also shows a double report of the error async, so call the async discarder to cleanup and make these OOMs look like OOMs. |
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a912809c25 |
model_detection: deep clone pre edited edited weights (#12862)
Deep clone these weights as needed to avoid segfaulting when it tries to touch the original mmap. |
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c4fb0271cd |
Add a way for nodes to add pre attn patches to flux model. (#12861)
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740d998c9c | fix(manager): improve install guidance when comfyui-manager is not installed (#12810) | ||
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814dab9f46 | Update workflow templates to v0.9.18 (#12857) | ||
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06f85e2c79 | Fix text encoder lora loading for wrapped models (#12852) | ||
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e4b0bb8305 |
Import assets seeder later, print some package versions. (#12841)
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7723f20bbe |
comfy-aimdo 0.2.9 (#12840)
Comfy-aimdo 0.2.9 fixes a context issue where if a non-main thread does a spurious garbage collection, cudaFrees are attempted with bad context. Some new APIs for displaying aimdo stats in UI widgets are also added. These are purely additive getters that dont touch cuda APIs. |
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29b24cb517 |
refactor(assets): modular architecture + async two-phase scanner & background seeder (#12621)
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a7a6335be5 | ComfyUI v0.16.4 v0.16.4 |