65 lines
1.9 KiB
Python
65 lines
1.9 KiB
Python
# SPDX-License-Identifier: Apache-2.0
|
|
# Copyright 2025-2026 Raykosan (RaykoStudio)
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
|
|
import node_helpers
|
|
|
|
class RSReferenceLatentEncode:
|
|
@classmethod
|
|
def INPUT_TYPES(cls):
|
|
return {
|
|
"required": {
|
|
"positive": ("CONDITIONING",),
|
|
"negative": ("CONDITIONING",),
|
|
"pixels": ("IMAGE",),
|
|
"vae": ("VAE",),
|
|
}
|
|
}
|
|
|
|
RETURN_TYPES = ("CONDITIONING", "CONDITIONING")
|
|
RETURN_NAMES = ("positive", "negative")
|
|
FUNCTION = "execute"
|
|
CATEGORY = "🦊 RaykoStudio"
|
|
DESCRIPTION = "Combines VAE Encode + Set Reference Latent"
|
|
|
|
def execute(self, positive, negative, pixels, vae):
|
|
if pixels.shape[3] > 3:
|
|
pixels = pixels.narrow(3, 0, 3)
|
|
|
|
latent_result = vae.encode(pixels)
|
|
|
|
if isinstance(latent_result, dict):
|
|
samples = latent_result["samples"]
|
|
else:
|
|
samples = latent_result
|
|
|
|
ref_data = {"reference_latents": [samples]}
|
|
|
|
new_positive = node_helpers.conditioning_set_values(
|
|
positive, ref_data, append=True
|
|
)
|
|
new_negative = node_helpers.conditioning_set_values(
|
|
negative, ref_data, append=True
|
|
)
|
|
|
|
return (new_positive, new_negative)
|
|
|
|
|
|
NODE_CLASS_MAPPINGS = {
|
|
"RS_ReferenceEncode": RSReferenceLatentEncode,
|
|
}
|
|
|
|
NODE_DISPLAY_NAME_MAPPINGS = {
|
|
"RS_ReferenceEncode": "🦊 RS Ref Encode",
|
|
} |