ComfyUI/comfy_execution/validation.py
Jedrzej Kosinski 0be8a76c93
V3 Improvements + DynamicCombo + Autogrow exposed in public API (#11345)
* Support Combo outputs in a more sane way

* Remove test validate_inputs function on test node

* Make curr_prefix be a list of strings instead of string for easier parsing as keys get added to dynamic types

* Start to account for id prefixes from frontend, need to fix bug with nested dynamics

* Ensure inputs/outputs/hidden are lists in schema finalize function, remove no longer needed 'is not None' checks

* Add raw_link and extra_dict to all relevant Inputs

* Make nested DynamicCombos work properly with prefixed keys on latest frontend; breaks old Autogrow, but is pretty much ready for upcoming Autogrow keys

* Replace ... usage with a MISSING sentinel for clarity in nodes_logic.py

* Added CustomCombo node in backend to reflect frontend node

* Prepare Autogrow's expand_schema_for_dynamic to work with upcoming frontend changes

* Prepare for look up table for dynamic input stuff

* More progress towards dynamic input lookup function stuff

* Finished converting _expand_schema_for_dynamic to be done via lookup instead of OOP to guarantee working with process isolation, did refactoring to remove old implementation + cleaning INPUT_TYPES definition including v3 hidden definition

* Change order of functions

* Removed some unneeded functions after dynamic refactor

* Make MatchType's output default displayname "MATCHTYPE"

* Fix DynamicSlot get_all

* Removed redundant code - dynamic stuff no longer happens in OOP way

* Natively support AnyType (*) without __ne__ hacks

* Remove stray code that made it in

* Remove expand_schema_for_dynamic left over on DynamicInput class

* get_dynamic() on DynamicInput/Output was not doing anything anymore, so removed it

* Make validate_inputs validate combo input correctly

* Temporarily comment out conversion to 'new' (9 month old) COMBO format in get_input_info

* Remove refrences to resources feature scrapped from V3

* Expose DynamicCombo in public API

* satisfy ruff after some code got commented out

* Make missing input error prettier for dynamic types

* Created a Switch2 node as a side-by-side test, will likely go with Switch2 as the initial switch node

* Figured out Switch situation

* Pass in v3_data in IsChangedCache.get function's fingerprint_inputs, add a from_v3_data helper method to HiddenHolder

* Switch order of Switch and Soft Switch nodes in file

* Temp test node for MatchType

* Fix missing v3_data for v1 nodes in validation

* For now, remove chacking duplicate id's for dynamic types

* Add Resize Image/Mask node that thanks to MatchType+DynamicCombo is 16-nodes-in-1

* Made DynamicCombo references in DCTestNode use public interface

* Add an AnyTypeTestNode

* Make lazy status for specific inputs on DynamicInputs work by having the values of the dictionary for check_lazy_status be a tuple, where the second element is the key of the input that can be returned

* Comment out test logic nodes

* Make primitive float's step make more sense

* Add (and leave commented out) some potential logic nodes

* Change default crop option to "center" on Resize Image/Mask node

* Changed copy.copy(d) to d.copy()

* Autogrow is available in stable  frontend, so exposing it in public API

* Use outputs id as display_name if no display_name present, remove v3 outputs id restriction that made them have to have unique IDs from the inputs

* Enable Custom Combo node as stable frontend now supports it

* Make id properly act like display_name on outputs

* Add Batch Images/Masks/Latents node

* Comment out Batch Images/Masks/Latents node for now, as Autogrow has a bug with MatchType where top connection is disconnected upon refresh

* Removed code for a couple test nodes in nodes_logic.py

* Add Batch Images, Batch Masks, and Batch Latents nodes with Autogrow, deprecate old Batch Images + LatentBatch nodes
2025-12-30 23:09:55 -05:00

60 lines
2.5 KiB
Python

from __future__ import annotations
from comfy_api.latest import IO
def validate_node_input(
received_type: str, input_type: str, strict: bool = False
) -> bool:
"""
received_type and input_type are both strings of the form "T1,T2,...".
If strict is True, the input_type must contain the received_type.
For example, if received_type is "STRING" and input_type is "STRING,INT",
this will return True. But if received_type is "STRING,INT" and input_type is
"INT", this will return False.
If strict is False, the input_type must have overlap with the received_type.
For example, if received_type is "STRING,BOOLEAN" and input_type is "STRING,INT",
this will return True.
Supports pre-union type extension behaviour of ``__ne__`` overrides.
"""
# If the types are exactly the same, we can return immediately
# Use pre-union behaviour: inverse of `__ne__`
# NOTE: this lets legacy '*' Any types work that override the __ne__ method of the str class.
if not received_type != input_type:
return True
# If one of the types is '*', we can return True immediately; this is the 'Any' type.
if received_type == IO.AnyType.io_type or input_type == IO.AnyType.io_type:
return True
# If the received type or input_type is a MatchType, we can return True immediately;
# validation for this is handled by the frontend
if received_type == IO.MatchType.io_type or input_type == IO.MatchType.io_type:
return True
# This accounts for some custom nodes that output lists of options as the type;
# if we ever want to break them on purpose, this can be removed
if isinstance(received_type, list) and input_type == IO.Combo.io_type:
return True
# Not equal, and not strings
if not isinstance(received_type, str) or not isinstance(input_type, str):
return False
# Split the type strings into sets for comparison
received_types = set(t.strip() for t in received_type.split(","))
input_types = set(t.strip() for t in input_type.split(","))
# If any of the types is '*', we can return True immediately; this is the 'Any' type.
if IO.AnyType.io_type in received_types or IO.AnyType.io_type in input_types:
return True
if strict:
# In strict mode, all received types must be in the input types
return received_types.issubset(input_types)
else:
# In non-strict mode, there must be at least one type in common
return len(received_types.intersection(input_types)) > 0