From d7111e426a48127a97922227b03d31391eb4eba2 Mon Sep 17 00:00:00 2001 From: Tavi Halperin Date: Tue, 30 Dec 2025 03:07:29 +0200 Subject: [PATCH 1/3] ResizeByLongerSide: support video (#11555) (cherry picked from commit 98c6840aa4e5fd5407ba9ab113d209011e474bf6) --- comfy_extras/nodes_dataset.py | 23 +++++++++++++---------- 1 file changed, 13 insertions(+), 10 deletions(-) diff --git a/comfy_extras/nodes_dataset.py b/comfy_extras/nodes_dataset.py index 513aecf3a..5ef851bd0 100644 --- a/comfy_extras/nodes_dataset.py +++ b/comfy_extras/nodes_dataset.py @@ -667,16 +667,19 @@ class ResizeImagesByLongerEdgeNode(ImageProcessingNode): @classmethod def _process(cls, image, longer_edge): - img = tensor_to_pil(image) - w, h = img.size - if w > h: - new_w = longer_edge - new_h = int(h * (longer_edge / w)) - else: - new_h = longer_edge - new_w = int(w * (longer_edge / h)) - img = img.resize((new_w, new_h), Image.Resampling.LANCZOS) - return pil_to_tensor(img) + resized_images = [] + for image_i in image: + img = tensor_to_pil(image_i) + w, h = img.size + if w > h: + new_w = longer_edge + new_h = int(h * (longer_edge / w)) + else: + new_h = longer_edge + new_w = int(w * (longer_edge / h)) + img = img.resize((new_w, new_h), Image.Resampling.LANCZOS) + resized_images.append(pil_to_tensor(img)) + return torch.cat(resized_images, dim=0) class CenterCropImagesNode(ImageProcessingNode): From 25a1bfab4e19b541c2bd6f253a3b83886fb660a1 Mon Sep 17 00:00:00 2001 From: Alexander Piskun <13381981+bigcat88@users.noreply.github.com> Date: Tue, 30 Dec 2025 18:33:34 +0200 Subject: [PATCH 2/3] chore(api-nodes-bytedance): mark "seededit" as deprecated, adjust display name of Seedream (#11490) --- comfy_api_nodes/nodes_bytedance.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/comfy_api_nodes/nodes_bytedance.py b/comfy_api_nodes/nodes_bytedance.py index 636cc1265..d4a2cfae6 100644 --- a/comfy_api_nodes/nodes_bytedance.py +++ b/comfy_api_nodes/nodes_bytedance.py @@ -229,6 +229,7 @@ class ByteDanceImageEditNode(IO.ComfyNode): IO.Hidden.unique_id, ], is_api_node=True, + is_deprecated=True, ) @classmethod @@ -269,7 +270,7 @@ class ByteDanceSeedreamNode(IO.ComfyNode): def define_schema(cls): return IO.Schema( node_id="ByteDanceSeedreamNode", - display_name="ByteDance Seedream 4", + display_name="ByteDance Seedream 4.5", category="api node/image/ByteDance", description="Unified text-to-image generation and precise single-sentence editing at up to 4K resolution.", inputs=[ From 178bdc5e14ec0a55e401c509719e33773cc9b565 Mon Sep 17 00:00:00 2001 From: drozbay <17261091+drozbay@users.noreply.github.com> Date: Tue, 30 Dec 2025 15:40:42 -0700 Subject: [PATCH 3/3] Add handling for vace_context in context windows (#11386) Co-authored-by: ozbayb <17261091+ozbayb@users.noreply.github.com> --- comfy/context_windows.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/comfy/context_windows.py b/comfy/context_windows.py index 1e0f86026..2f82d51da 100644 --- a/comfy/context_windows.py +++ b/comfy/context_windows.py @@ -188,6 +188,12 @@ class IndexListContextHandler(ContextHandlerABC): audio_cond = cond_value.cond if audio_cond.ndim > 1 and audio_cond.size(1) == x_in.size(self.dim): new_cond_item[cond_key] = cond_value._copy_with(window.get_tensor(audio_cond, device, dim=1)) + # Handle vace_context (temporal dim is 3) + elif cond_key == "vace_context" and hasattr(cond_value, "cond") and isinstance(cond_value.cond, torch.Tensor): + vace_cond = cond_value.cond + if vace_cond.ndim >= 4 and vace_cond.size(3) == x_in.size(self.dim): + sliced_vace = window.get_tensor(vace_cond, device, dim=3, retain_index_list=self.cond_retain_index_list) + new_cond_item[cond_key] = cond_value._copy_with(sliced_vace) # if has cond that is a Tensor, check if needs to be subset elif hasattr(cond_value, "cond") and isinstance(cond_value.cond, torch.Tensor): if (self.dim < cond_value.cond.ndim and cond_value.cond.size(self.dim) == x_in.size(self.dim)) or \