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- "Parameter |Description |\n-|-|\nInput Path | The location of your input files.\nProject Name | Output files will be placed in a directory with this name in your ComfyUI output directory.|\nIndex | **Set this to 0 for each run** unless you have a specific reason to use a different value. Controls which file is processed each time the workflow runs. Automatically increments on each run. |\nReplace Frames | The number of frames to regenerate on each side of the stitch. e.g. If set to 8, then VACE will generate 16 frames; 8 frames at the end of video1 and 8 frames at the start of video2. This is the number of frames that will be *overwritten* by newly generated frames. Start small, 4 or 8 frames and adjust upward until you like the result.\nContext Frames | The number of frames before and after the transition that VACE will use as starting points for frame interpolation. 8 is a good value to start with.\nAdd Frames | The number of additional frames to generate in addition to *Replace Frames*. Effectively extending the videos from the middle. The same rules apply here as with regular Wan generations, so going over 81 total generated frames (*Replace + Context + Add*) can lead to looping motion. I haven't found this to be terribly useful, but maybe you will. If you have a reason to set *Replace Frames* to zero, then you'll want to add some frames here. I usually keep it at 0.\n"
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- "# How to Use This Workflow\n## The purpose of this workflow is to generate transition frames between two or more input videos.\n### This smooths out sudden motion shifts between clips and replaces noisy frames that sometimes appear at clip endings.\n\n**1. Clean up from previous runs.**\n- **Set the index parameter to 0.** If you forget this, the generations won't begin with the first video in your input directory. If the value of index is greater than the number of videos in your input directory, you'll see an error like *\"sequence item 1: expected str instance, NoneType found.\"* Learn to recognize this as a reminder to reset index to 0.\n- **Delete or rename existing vace-work directory.** If you're re-running, don't leave previous work files in your project directory or you'll have duplicate clips and that won't make a very good final video.\n\n**2. Prepare inputs.** Your input videos should be placed in an empty directory and named such that they'll sort in the order they're meant to be viewed. e.g. video1.mp4, video2.mp4, etc.\n\n**3. Set the workflow parameters.** See below for more detail on parameters.\n\n**4. Check that model and sampler settings are correct for your environment.** Open the sampler subgraph and make any changes you require or desire for your environment. The default setup uses Wan 2.2 Fun VACE models and a standard two KSamplers. There are alternative model/sampler setups provided as examples if you want something different. Models are loaded inside the sampler subgraph, so open that up too and confirm that the models, loras and optimizations are appropriate.\n\n**5. Set the batch count value (the number next to the blue Run button) to one less than the number of videos to be processed, and click Run.**\n\n**6. Join the outputs together.** When processing is complete, outputs from this workflow will be written to a directory called *vace-work* under the *Project Name* directory. Join them together with your favorite video editing software (recommended!) or enable the *Join and Save* group in this workflow and do it that way. *Join and Save* only needs to run once, so be sure to set your Batch Count back to 1 before you start."
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- "- **v1.1**\n - Preserve input framerate in workflow VACE outputs. Previously, all output was forced to 16fps. Note, you must manually set the framerate in the Join & Save output. \n - Changed default model/sampler to Wan 2.2 Fun VACE fp8/KSampler. GGUF, MoE, 2.1 are still available in the bypassed subgraphs.\n- **v1.2**\n - Sort the input directory list. "
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- "size": [
- 210,
- 60
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- "flags": {
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- },
- "order": 49,
- "mode": 0,
- "inputs": [
- {
- "name": "INT",
- "type": "INT",
- "link": 574
- }
- ],
- "outputs": [
- {
- "name": "*",
- "type": "*",
- "links": []
- }
- ],
- "title": "Set_replace_frames",
- "properties": {
- "previousName": "replace_frames"
- },
- "widgets_values": [
- "replace_frames"
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- "color": "#1b4669",
- "bgcolor": "#29699c"
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- {
- "id": 340,
- "type": "SetNode",
- "pos": [
- 5210,
- 400
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- "size": [
- 210,
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- "flags": {
- "collapsed": true
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- "order": 50,
- "mode": 0,
- "inputs": [
- {
- "name": "*",
- "type": "*",
- "link": 566
- }
- ],
- "outputs": [
- {
- "name": "*",
- "type": "*",
- "links": null
- }
- ],
- "title": "Set_vace1",
- "properties": {
- "previousName": "vace1"
- },
- "widgets_values": [
- "vace1"
- ],
- "color": "#2a363b",
- "bgcolor": "#3f5159"
- },
- {
- "id": 389,
- "type": "Reroute",
- "pos": [
- 5090,
- 380
- ],
- "size": [
- 75,
- 26
- ],
- "flags": {},
- "order": 53,
- "mode": 0,
- "inputs": [
- {
- "name": "",
- "type": "*",
- "link": 565
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- ],
- "outputs": [
- {
- "name": "",
- "type": "*",
- "links": [
- 566
- ]
- }
- ],
- "properties": {
- "showOutputText": false,
- "horizontal": false
- }
- },
- {
- "id": 395,
- "type": "VHS_SplitImages",
- "pos": [
- 6320,
- -300
- ],
- "size": [
- 210,
- 118
- ],
- "flags": {},
- "order": 35,
- "mode": 0,
- "inputs": [
- {
- "localized_name": "images",
- "name": "images",
- "type": "IMAGE",
- "link": 615
- },
- {
- "localized_name": "split_index",
- "name": "split_index",
- "type": "INT",
- "widget": {
- "name": "split_index"
- },
- "link": 579
- }
- ],
- "outputs": [
- {
- "localized_name": "IMAGE_A",
- "name": "IMAGE_A",
- "type": "IMAGE",
- "links": [
- 616
- ]
- },
- {
- "localized_name": "A_count",
- "name": "A_count",
- "type": "INT",
- "links": null
- },
- {
- "localized_name": "IMAGE_B",
- "name": "IMAGE_B",
- "type": "IMAGE",
- "links": null
- },
- {
- "localized_name": "B_count",
- "name": "B_count",
- "type": "INT",
- "links": null
- }
- ],
- "properties": {
- "cnr_id": "comfyui-videohelpersuite",
- "ver": "0edce8ef7ce173ac97a3ed3d6f4636029d1a4530",
- "Node name for S&R": "VHS_SplitImages"
- },
- "widgets_values": {
- "split_index": 0
- },
- "color": "#322",
- "bgcolor": "#533"
- },
- {
- "id": 296,
- "type": "MarkdownNote",
- "pos": [
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- -120
- ],
- "size": [
- 340,
- 110
- ],
- "flags": {},
- "order": 3,
- "mode": 0,
- "inputs": [],
- "outputs": [],
- "title": "vace frames",
- "properties": {},
- "widgets_values": [
- "- *vace frames* = (*replace_frames* * 2) **gray frames. One set of** *replace_frames* **from the end of video1, one set of** *replace_frames* **from the start of video2.**\n\n - Gray *(8355711 decimal / 7F7F7F hex)* frames indicate that these frames will be generated.\n\n"
- ],
- "color": "#233",
- "bgcolor": "#355"
- },
- {
- "id": 310,
- "type": "MaskToImage",
- "pos": [
- 6230,
- 610
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- "size": [
- 184.5833282470703,
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- "flags": {
- "collapsed": true
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- "order": 31,
- "mode": 0,
- "inputs": [
- {
- "localized_name": "mask",
- "name": "mask",
- "type": "MASK",
- "link": 421
- }
- ],
- "outputs": [
- {
- "localized_name": "IMAGE",
- "name": "IMAGE",
- "type": "IMAGE",
- "links": [
- 424
- ]
- }
- ],
- "properties": {
- "cnr_id": "comfy-core",
- "ver": "0.3.59",
- "Node name for S&R": "MaskToImage"
- },
- "widgets_values": [],
- "color": "#322",
- "bgcolor": "#533"
- },
- {
- "id": 313,
- "type": "RepeatImageBatch",
- "pos": [
- 6440,
- 610
- ],
- "size": [
- 210,
- 58
- ],
- "flags": {
- "collapsed": false
- },
- "order": 37,
- "mode": 0,
- "inputs": [
- {
- "localized_name": "image",
- "name": "image",
- "type": "IMAGE",
- "link": 424
- },
- {
- "localized_name": "amount",
- "name": "amount",
- "type": "INT",
- "widget": {
- "name": "amount"
- },
- "link": 516
- }
- ],
- "outputs": [
- {
- "localized_name": "IMAGE",
- "name": "IMAGE",
- "type": "IMAGE",
- "links": [
- 537
- ]
- }
- ],
- "properties": {
- "cnr_id": "comfy-core",
- "ver": "0.3.59",
- "Node name for S&R": "RepeatImageBatch"
- },
- "widgets_values": [
- 1
- ],
- "color": "#322",
- "bgcolor": "#533"
- },
- {
- "id": 377,
- "type": "ImageBatchMulti",
- "pos": [
- 6730,
- 760
- ],
- "size": [
- 210,
- 122
- ],
- "flags": {},
- "order": 41,
- "mode": 0,
- "inputs": [
- {
- "localized_name": "image_1",
- "name": "image_1",
- "type": "IMAGE",
- "link": 537
- },
- {
- "localized_name": "image_2",
- "name": "image_2",
- "shape": 7,
- "type": "IMAGE",
- "link": 538
- },
- {
- "name": "image_3",
- "shape": 7,
- "type": "IMAGE",
- "link": 539
- }
- ],
- "outputs": [
- {
- "localized_name": "images",
- "name": "images",
- "type": "IMAGE",
- "links": [
- 540,
- 541
- ]
- }
- ],
- "properties": {
- "cnr_id": "comfyui-kjnodes",
- "ver": "e81f33508b0821ea2f53f4f46a833fa6215626bd"
- },
- "widgets_values": [
- 3,
- null
- ],
- "color": "#223",
- "bgcolor": "#335"
- },
- {
- "id": 364,
- "type": "Basic data handling: IntAdd",
- "pos": [
- 6230,
- 690
- ],
- "size": [
- 270,
- 82
- ],
- "flags": {
- "collapsed": true
- },
- "order": 25,
- "mode": 0,
- "inputs": [
- {
- "localized_name": "int1",
- "name": "int1",
- "type": "INT",
- "widget": {
- "name": "int1"
- },
- "link": 517
- }
- ],
- "outputs": [
- {
- "localized_name": "INT",
- "name": "INT",
- "type": "INT",
- "links": [
- 516
- ]
- }
- ],
- "title": "context_frames + 1",
- "properties": {
- "cnr_id": "basic_data_handling",
- "ver": "0.6.0",
- "Node name for S&R": "Basic data handling: IntAdd"
- },
- "widgets_values": [
- 0,
- 1
- ],
- "color": "#322",
- "bgcolor": "#533"
- },
- {
- "id": 349,
- "type": "MarkdownNote",
- "pos": [
- 5480,
- 760
- ],
- "size": [
- 260,
- 190
- ],
- "flags": {},
- "order": 4,
- "mode": 0,
- "inputs": [],
- "outputs": [],
- "title": "VACE Control Mask",
- "properties": {},
- "widgets_values": [
- "### Black frames (value 0) in the VACE control mask indicate existing frames. White frames are those that VACE should generate.\n\nWith this mask, we are telling VACE we want to generate *replace_frames* number of frames from the end of video1, and also *replace_frames* number of frames from the start of video2. The model will interpolate these frames from the existing frames (black) in the input clips.\n"
- ],
- "color": "#223",
- "bgcolor": "#335"
- },
- {
- "id": 381,
- "type": "GetImageSizeAndCount",
- "pos": [
- 7930,
- 480
- ],
- "size": [
- 191.0333251953125,
- 86
- ],
- "flags": {
- "collapsed": false
- },
- "order": 26,
- "mode": 0,
- "inputs": [
- {
- "localized_name": "image",
- "name": "image",
- "type": "IMAGE",
- "link": 555
- }
- ],
- "outputs": [
- {
- "localized_name": "image",
- "name": "image",
- "type": "IMAGE",
- "links": [
- 559
- ]
- },
- {
- "label": "720 width",
- "localized_name": "width",
- "name": "width",
- "type": "INT",
- "links": [
- 556
- ]
- },
- {
- "label": "1264 height",
- "localized_name": "height",
- "name": "height",
- "type": "INT",
- "links": [
- 557
- ]
- },
- {
- "label": "49 count",
- "localized_name": "count",
- "name": "count",
- "type": "INT",
- "links": [
- 558
- ]
- }
- ],
- "properties": {
- "cnr_id": "comfyui-kjnodes",
- "ver": "e81f33508b0821ea2f53f4f46a833fa6215626bd",
- "Node name for S&R": "GetImageSizeAndCount"
- },
- "widgets_values": []
- },
- {
- "id": 348,
- "type": "GetNode",
- "pos": [
- 7740,
- 510
- ],
- "size": [
- 210,
- 60
- ],
- "flags": {
- "collapsed": true
- },
- "order": 5,
- "mode": 0,
- "inputs": [],
- "outputs": [
- {
- "name": "IMAGE",
- "type": "IMAGE",
- "links": [
- 555
- ]
- }
- ],
- "title": "Get_control_video",
- "properties": {},
- "widgets_values": [
- "control_video"
- ],
- "color": "#2a363b",
- "bgcolor": "#3f5159"
- },
- {
- "id": 343,
- "type": "GetNode",
- "pos": [
- 5950,
- -280
- ],
- "size": [
- 210,
- 60
- ],
- "flags": {
- "collapsed": true
- },
- "order": 6,
- "mode": 0,
- "inputs": [],
- "outputs": [
- {
- "name": "IMAGE",
- "type": "IMAGE",
- "links": [
- 615
- ]
- }
- ],
- "title": "Get_vace1",
- "properties": {},
- "widgets_values": [
- "vace1"
- ],
- "color": "#2a363b",
- "bgcolor": "#3f5159"
- },
- {
- "id": 286,
- "type": "MarkdownNote",
- "pos": [
- 5440,
- 60
- ],
- "size": [
- 460,
- 140
- ],
- "flags": {},
- "order": 7,
- "mode": 0,
- "inputs": [],
- "outputs": [],
- "title": "vace2",
- "properties": {},
- "widgets_values": [
- "* *vace2* = **The first** (*frame_overlap* * 2) **frames from input video2.**\n - **The first** *replace_frames* **frames are thrown away. These will be regenerated by VACE.**\n\n - **The following** *context_frames* + *replace_frames* **frames become the last third of the VACE control video.**\n\n"
- ],
- "color": "#323",
- "bgcolor": "#535"
- },
- {
- "id": 285,
- "type": "MarkdownNote",
- "pos": [
- 5450,
- -320
- ],
- "size": [
- 480,
- 130
- ],
- "flags": {},
- "order": 8,
- "mode": 0,
- "inputs": [],
- "outputs": [],
- "title": "vace1",
- "properties": {},
- "widgets_values": [
- "- *vace1* = **The last** (*context_frames* + *replace_frames*) **frames from video1.**\n - The first (*context_frames* + 1) frames become the first part of the VACE control video.\n - The +1 is because Wan likes to generate 4n+1 frames at a time. *context_frames* is divisible by 4. +1 completes the magic formula.\n - The following *replace_frames* frames are thrown away. These will be regenerated by VACE.\n"
- ],
- "color": "#322",
- "bgcolor": "#533"
- },
- {
- "id": 404,
- "type": "PrimitiveInt",
- "pos": [
- 5090,
- 630
- ],
- "size": [
- 210,
- 82
- ],
- "flags": {
- "collapsed": true
- },
- "order": 59,
- "mode": 0,
- "inputs": [
- {
- "localized_name": "value",
- "name": "value",
- "type": "INT",
- "widget": {
- "name": "value"
- },
- "link": 598
- }
- ],
- "outputs": [
- {
- "localized_name": "INT",
- "name": "INT",
- "type": "INT",
- "links": [
- 599
- ]
- }
- ],
- "properties": {
- "cnr_id": "comfy-core",
- "ver": "0.3.60",
- "Node name for S&R": "PrimitiveInt"
- },
- "widgets_values": [
- 0,
- "fixed"
- ]
- },
- {
- "id": 405,
- "type": "SetNode",
- "pos": [
- 5210,
- 640
- ],
- "size": [
- 210,
- 50
- ],
- "flags": {
- "collapsed": true
- },
- "order": 60,
- "mode": 0,
- "inputs": [
- {
- "name": "INT",
- "type": "INT",
- "link": 599
- }
- ],
- "outputs": [
- {
- "name": "*",
- "type": "*",
- "links": null
- }
- ],
- "title": "Set_add_frames",
- "properties": {
- "previousName": "add_frames"
- },
- "widgets_values": [
- "add_frames"
- ],
- "color": "#1b4669",
- "bgcolor": "#29699c"
- },
- {
- "id": 406,
- "type": "GetNode",
- "pos": [
- 5920,
- 20
- ],
- "size": [
- 210,
- 50
- ],
- "flags": {
- "collapsed": true
- },
- "order": 9,
- "mode": 0,
- "inputs": [],
- "outputs": [
- {
- "name": "INT",
- "type": "INT",
- "links": [
- 612
- ]
- }
- ],
- "title": "Get_add_frames",
- "properties": {},
- "widgets_values": [
- "add_frames"
- ],
- "color": "#1b4669",
- "bgcolor": "#29699c"
- },
- {
- "id": 396,
- "type": "VHS_SplitImages",
- "pos": [
- 6320,
- 30
- ],
- "size": [
- 210,
- 118
- ],
- "flags": {},
- "order": 30,
- "mode": 0,
- "inputs": [
- {
- "localized_name": "images",
- "name": "images",
- "type": "IMAGE",
- "link": 614
- },
- {
- "localized_name": "split_index",
- "name": "split_index",
- "type": "INT",
- "widget": {
- "name": "split_index"
- },
- "link": 597
- }
- ],
- "outputs": [
- {
- "localized_name": "IMAGE_A",
- "name": "IMAGE_A",
- "type": "IMAGE",
- "links": null
- },
- {
- "localized_name": "A_count",
- "name": "A_count",
- "type": "INT",
- "links": null
- },
- {
- "localized_name": "IMAGE_B",
- "name": "IMAGE_B",
- "type": "IMAGE",
- "links": [
- 618
- ]
- },
- {
- "localized_name": "B_count",
- "name": "B_count",
- "type": "INT",
- "links": null
- }
- ],
- "properties": {
- "cnr_id": "comfyui-videohelpersuite",
- "ver": "0edce8ef7ce173ac97a3ed3d6f4636029d1a4530",
- "Node name for S&R": "VHS_SplitImages"
- },
- "widgets_values": {
- "split_index": 0
- },
- "color": "#323",
- "bgcolor": "#535"
- },
- {
- "id": 344,
- "type": "GetNode",
- "pos": [
- 5920,
- 80
- ],
- "size": [
- 210,
- 60
- ],
- "flags": {
- "collapsed": true
- },
- "order": 10,
- "mode": 0,
- "inputs": [],
- "outputs": [
- {
- "name": "IMAGE",
- "type": "IMAGE",
- "links": [
- 614
- ]
- }
- ],
- "title": "Get_vace2",
- "properties": {},
- "widgets_values": [
- "vace2"
- ],
- "color": "#2a363b",
- "bgcolor": "#3f5159"
- },
- {
- "id": 330,
- "type": "GetNode",
- "pos": [
- 6150,
- -100
- ],
- "size": [
- 210,
- 60
- ],
- "flags": {
- "collapsed": true
- },
- "order": 11,
- "mode": 0,
- "inputs": [],
- "outputs": [
- {
- "name": "INT",
- "type": "INT",
- "links": [
- 450
- ]
- }
- ],
- "title": "Get_height",
- "properties": {},
- "widgets_values": [
- "height"
- ],
- "color": "#1b4669",
- "bgcolor": "#29699c"
- },
- {
- "id": 329,
- "type": "GetNode",
- "pos": [
- 6150,
- -140
- ],
- "size": [
- 210,
- 60
- ],
- "flags": {
- "collapsed": true
- },
- "order": 12,
- "mode": 0,
- "inputs": [],
- "outputs": [
- {
- "name": "INT",
- "type": "INT",
- "links": [
- 449
- ]
- }
- ],
- "title": "Get_width",
- "properties": {},
- "widgets_values": [
- "width"
- ],
- "color": "#1b4669",
- "bgcolor": "#29699c"
- },
- {
- "id": 311,
- "type": "MaskToImage",
- "pos": [
- 6230,
- 750
- ],
- "size": [
- 184.5833282470703,
- 30
- ],
- "flags": {
- "collapsed": true
- },
- "order": 32,
- "mode": 0,
- "inputs": [
- {
- "localized_name": "mask",
- "name": "mask",
- "type": "MASK",
- "link": 422
- }
- ],
- "outputs": [
- {
- "localized_name": "IMAGE",
- "name": "IMAGE",
- "type": "IMAGE",
- "links": [
- 433
- ]
- }
- ],
- "properties": {
- "cnr_id": "comfy-core",
- "ver": "0.3.59",
- "Node name for S&R": "MaskToImage"
- },
- "widgets_values": [],
- "color": "#233",
- "bgcolor": "#355"
- },
- {
- "id": 334,
- "type": "GetNode",
- "pos": [
- 6230,
- 790
- ],
- "size": [
- 210,
- 60
- ],
- "flags": {
- "collapsed": true
- },
- "order": 13,
- "mode": 0,
- "inputs": [],
- "outputs": [
- {
- "name": "INT",
- "type": "INT",
- "links": [
- 518
- ]
- }
- ],
- "title": "Get_replace_frames",
- "properties": {},
- "widgets_values": [
- "replace_frames"
- ],
- "color": "#1b4669",
- "bgcolor": "#29699c"
- },
- {
- "id": 367,
- "type": "Basic data handling: IntMultiply",
- "pos": [
- 6230,
- 830
- ],
- "size": [
- 270,
- 82
- ],
- "flags": {
- "collapsed": true
- },
- "order": 27,
- "mode": 0,
- "inputs": [
- {
- "localized_name": "int1",
- "name": "int1",
- "type": "INT",
- "widget": {
- "name": "int1"
- },
- "link": 518
- }
- ],
- "outputs": [
- {
- "localized_name": "INT",
- "name": "INT",
- "type": "INT",
- "links": [
- 603
- ]
- }
- ],
- "title": "2 * replace_frames",
- "properties": {
- "cnr_id": "basic_data_handling",
- "ver": "0.6.0",
- "Node name for S&R": "Basic data handling: IntMultiply"
- },
- "widgets_values": [
- 1,
- 2
- ],
- "color": "#233",
- "bgcolor": "#355"
- },
- {
- "id": 408,
- "type": "GetNode",
- "pos": [
- 6230,
- 870
- ],
- "size": [
- 210,
- 60
- ],
- "flags": {
- "collapsed": true
- },
- "order": 14,
- "mode": 0,
- "inputs": [],
- "outputs": [
- {
- "name": "INT",
- "type": "INT",
- "links": [
- 604
- ]
- }
- ],
- "title": "Get_add_frames",
- "properties": {},
- "widgets_values": [
- "add_frames"
- ],
- "color": "#1b4669",
- "bgcolor": "#29699c"
- },
- {
- "id": 368,
- "type": "GetNode",
- "pos": [
- 6260,
- 1040
- ],
- "size": [
- 210,
- 34
- ],
- "flags": {
- "collapsed": true
- },
- "order": 15,
- "mode": 0,
- "inputs": [],
- "outputs": [
- {
- "name": "INT",
- "type": "INT",
- "links": [
- 522
- ]
- }
- ],
- "title": "Get_context_frames",
- "properties": {},
- "widgets_values": [
- "context_frames"
- ],
- "color": "#1b4669",
- "bgcolor": "#29699c"
- },
- {
- "id": 312,
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