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67 Commits
Author SHA1 Message Date
receyuki a2e6aff81c Bump version to 1.3.2 2024-05-22 00:30:23 +08:00
receyuki 2af4a879b5 Update core to 1.3.5 2024-05-22 00:28:49 +08:00
receyuki 12b5178915 Update CHANGELOG.md 2024-05-22 00:28:30 +08:00
receyuki a4f5891079 Update node description 2024-05-15 23:24:56 +08:00
receyuki 9042867e97 Update README.md 2024-05-15 23:16:49 +08:00
receyuki 5527096b53 Update README.md 2024-05-15 23:14:19 +08:00
receyuki 9a84eb186b Update core to 1.3.5b2 2024-05-15 23:12:29 +08:00
Rhys Yang faeea1f73c Merge pull request #66 from COvert96/patch-1
Add filename placeholders %width and %height to the`Prompt Saver` node
2024-04-09 02:19:54 +08:00
Chris Overtveld e6cca92351 Update nodes.py save_images to have %width and %height
There's probably a reason this is not in the main branch, I assume because of certain node conflicts but it works for me!
2024-04-07 14:26:51 +02:00
Rhys Yang 05c3553688 Update core to a7eaf3d 2024-03-22 00:06:30 +08:00
Rhys Yang 23b5afbc4f Update the Prompt Reader node to the new exception handling method 2024-03-22 00:05:10 +08:00
Rhys Yang c2ac789c44 Add support for pasted images to the Prompt Reader node #64 2024-03-07 22:32:40 +08:00
Rhys Yang bc62d2be03 Bump version to 1.3.1 2024-02-28 02:15:52 +08:00
Rhys Yang 74beb22df4 Update README.md
Update CHANGELOG.md
2024-02-28 02:15:26 +08:00
Rhys Yang 0d43174e14 Add JPEG to the image extension list 2024-02-28 02:11:00 +08:00
Rhys Yang 91336e987d Add user-friendly warnings and remove the exception raised during the reading of metadata #58 #63 2024-02-28 01:41:18 +08:00
Rhys Yang cbf771ff03 Fix the issue where the Prompt Saver node cannot consume filename from another Prompt Saver node #62 2024-02-27 03:10:02 +08:00
Rhys Yang 867f5eb6f1 Fix the Prompt Saver node freezes workflow when name includes %model #61 2024-02-27 02:38:47 +08:00
Rhys Yang 88ed9fa966 Remove ckpt validation of the Prompt Reader node #59 2024-02-27 00:58:09 +08:00
receyuki d6f8598946 Merge remote-tracking branch 'origin/dev' into dev 2024-01-22 03:08:59 +08:00
receyuki 63919f44a4 Bump version to 1.3.0 2024-01-22 03:08:20 +08:00
receyuki 2321ce5ae4 Update README.md
Update CHANGELOG.md
Update example workflow
2024-01-22 03:07:45 +08:00
Rhys Yang a8e217d9f1 Fix the error message caused by empty model_name 2024-01-20 21:01:05 +08:00
Rhys Yang e32a514adc Add support for embeddings auto-detection on Civitai 2024-01-17 21:19:09 +08:00
Rhys Yang 27bcc7273e Fix the parsing error caused by the loss of model data #43 2024-01-17 06:28:20 +08:00
Rhys Yang d1e6940491 Add Lora Loader node and Lora Selector node
Add `lora_name` input to the `Prompt Saver` node
Add `resource_hash` input to the `Prompt Saver` node
Add support for auto-detection on Civitai #35
2024-01-17 03:36:02 +08:00
Rhys Yang 3457877e2c Add WEB_DIRECTORY
Remove old js directory
2024-01-16 02:19:33 +08:00
Rhys Yang 4d85411aee Fix the error message caused by aspect_ratio 2024-01-16 02:15:01 +08:00
Rhys Yang 508bc56ca8 Fix adding the Parameter Generator node to a workflow disables the queue button #45
Fix the `Parameter Generator` node doesn't load seed value from generated images #44
Update seedGen.js to rgthree's latest code
2024-01-16 02:12:26 +08:00
Rhys Yang bdcc5c7461 Add VAE_NAME output to the Parameter Generator node and add vae_name input to the Prompt Saver node #39 2024-01-06 01:12:04 +08:00
Rhys Yang f86625d71b Add resources hashes to metadata for auto-detection on Civitai 2024-01-06 01:12:02 +08:00
Rhys Yang cf4b85a0a0 Add temporary storage for model hash 2024-01-06 01:12:01 +08:00
Rhys Yang 5241cf50b9 Fix the input validation of the Batch Loader node #37 #38 2024-01-06 01:11:59 +08:00
Rhys Yang 6cd2b3414d Update core to cc3c8b2 2024-01-06 01:09:40 +08:00
Rhys Yang 9194663f09 Update example workflow 2024-01-06 01:08:54 +08:00
receyuki 103a5c826a Fix example workflow 2024-01-05 19:21:10 +08:00
Rhys Yang cdd38cb3cd Bump version to 1.2.1 2024-01-03 00:21:01 +08:00
Rhys Yang 8f3c760bad Update CHANGELOG.md 2024-01-03 00:20:44 +08:00
Rhys Yang 7ab1628c2a Code cleanup 2024-01-03 00:19:19 +08:00
Rhys Yang c4630346e6 Fix the Batch Loader node not working when not connected to any node 2024-01-03 00:17:09 +08:00
Rhys Yang 202b1fdb06 Fix the input validation of the Prompt Reader node #37 2024-01-02 23:40:08 +08:00
receyuki a7fd3f11bd Bump version to 1.2.0 2023-12-11 22:46:30 +08:00
receyuki 50e0456eca Update README.md 2023-12-11 22:43:05 +08:00
receyuki b5572bba48 Fix Parameter Extractor node 2023-12-11 22:35:55 +08:00
receyuki d44b01659e Update core to 1.3.4.post1 2023-12-11 21:41:11 +08:00
Rhys Yang 97c6aa988d Add Parameter Extractor node #24 2023-12-11 19:55:03 +08:00
Rhys Yang 52882ee594 Add a model search feature for the Prompt Reader node #24 2023-12-11 02:26:34 +08:00
Rhys Yang a6107989fb Add an option to the Prompt Saver node for saving metadata as a text file with the same name as the image #30 2023-12-11 01:04:40 +08:00
Rhys Yang 1a5850865f Fix the issue where the Prompt Merger node threw an error when merging empty strings #29 2023-12-11 00:39:36 +08:00
Rhys Yang 6ce83b3828 Enhance the Batch Loader node to support processing either a single file or a list of files #26 2023-12-11 00:01:10 +08:00
Rhys Yang e67c358e2d Add FILE_PATH output to the Prompt Saver node #26 2023-12-10 23:52:18 +08:00
Rhys Yang 111bc489d5 Update BUG-REPORT.yml 2023-11-24 04:23:35 +08:00
receyuki fe864be43a Update README.md 2023-11-24 03:06:43 +08:00
receyuki 1da8db7d5c Bump version to 1.1.0 2023-11-24 03:04:40 +08:00
receyuki fa63e9a466 Update CHANGELOG.md 2023-11-24 03:04:18 +08:00
receyuki c025d474c5 Update example workflow 2023-11-24 03:04:09 +08:00
receyuki 570a59ea3d Update README.md 2023-11-24 03:03:46 +08:00
Rhys Yang 52dfd0456d Add MODEL_NAME output to the Prompt Reader node #23 2023-11-24 01:05:35 +08:00
Rhys Yang 49a9c4d041 Remove Show/Hide Last Seed Value from menu options 2023-11-24 01:00:05 +08:00
Rhys Yang c07548e3dc Add loaderDisplay.js to web extensions 2023-11-24 00:40:36 +08:00
Rhys Yang 8dffa89ae9 Code cleanup 2023-11-24 00:20:38 +08:00
Rhys Yang f56c1e0c48 Add Batch Loader node #13 2023-11-24 00:07:20 +08:00
Rhys Yang 4f42729494 Add FILENAME and METADATA output to the Prompt Saver node #16 2023-11-22 03:22:40 +08:00
Rhys Yang fc11266095 Add VAE selector to the Parameter Generator node #15 2023-11-22 02:15:33 +08:00
Rhys Yang d02265dbce Add pixel dimensions to the aspect_ratio #6 2023-11-22 00:53:39 +08:00
Rhys Yang 2950c76e9d Add Positive and Negative Aesthetic Score to the parameters #8 2023-11-22 00:51:02 +08:00
receyuki 07ecca0de4 Update example workflow 2023-11-14 23:40:13 +08:00
36 changed files with 7373 additions and 969 deletions
-11
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@@ -34,14 +34,3 @@ body:
![DESCRIPTION](LINK.png)
validations:
required: false
- type: dropdown
id: version
attributes:
label: "Version"
description: What version are you running?
multiple: false
options:
- 1.0.0
default: 0
validations:
required: false
+1
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@@ -153,3 +153,4 @@ dmypy.json
cython_debug/
.idea/
preview/
+66
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@@ -1,4 +1,70 @@
# Change Log
## v1.3.2
> Starting from v1.3, to support auto-detection on Civitai, `calculate_model_hash` will be renamed as
> `calculate_hash` and it will be enabled by default. Due to the addition of temporary storage of the model hash values,
> the first image generated after switching to the new model will take more time to calculate the hash value,
> but it will not affect the generation speed afterwards until the server is restarted.
- Add support for pasted images to the `Prompt Reader` node #64
- Update core to [1.3.5](https://github.com/receyuki/stable-diffusion-prompt-reader/releases/tag/v1.3.5)
- Update nodes.py save_images to have %width and %height #66 @COvert96
- Update the `Prompt Reader` node to the new exception handling method
## v1.3.1
> Starting from v1.3, to support auto-detection on Civitai, `calculate_model_hash` will be renamed as
> `calculate_hash` and it will be enabled by default. Due to the addition of temporary storage of the model hash values,
> the first image generated after switching to the new model will take more time to calculate the hash value,
> but it will not affect the generation speed afterwards until the server is restarted.
- Add user-friendly warnings and remove the exception raised during the reading of metadata #58 #63
- Add JPEG to the image extension list
- Fix the issue where the `Prompt Saver` node cannot consume filename from another `Prompt Saver` node #62
- Fix the `Prompt Saver` node freezes workflow when name includes `%model` #61
- Remove ckpt validation of the `Prompt Reader` node #59
## v1.3.0
> Starting from this version, to support auto-detection on Civitai, `calculate_model_hash` will be renamed as
> `calculate_hash` and it will be enabled by default. Due to the addition of temporary storage of the model hash values,
> the first image generated after switching to the new model will take more time to calculate the hash value,
> but it will not affect the generation speed afterwards until the server is restarted.
- Add `Lora Loader` node and `Lora Selector` node
- Add `VAE_NAME` output to the `Parameter Generator` node and add `vae_name` input to the `Prompt Saver` node #39
- Add `lora_name` input to the `Prompt Saver` node
- Add `resource_hash` switch to the `Prompt Saver` node
- Add resources hashes to metadata for auto-detection on Civitai #35
- Add temporary storage for model hashes
- Add `WEB_DIRECTORY` and remove old js directory
- Fix adding the `Parameter Generator` node to a workflow disables the queue button #45
- Fix the `Parameter Generator` node doesn't load seed value from generated images #44
- Fix the input validation of the `Batch Loader` node #37 #38
- Fix the parsing error caused by the loss of model data #43
- Fix the error message caused by aspect_ratio
- Rename `calculate_model_hash` as `calculate_hash`
- Update seedGen.js to rgthree's latest code
- Update core to cc3c8b2
## v1.2.1
- Fix the input validation of the `Prompt Reader` node #37
- Fix the `Batch Loader` node not working when not connected to any node
## v1.2.0
- Add `Parameter Extractor` node #24
- Add a model matching feature to the `Prompt Reader` node #24
- Add `save_metadata_file` option to the `Prompt Saver` node #30
- Add `FILE_PATH` output to the `Prompt Saver` node #26
- Fix the issue where the `Prompt Merger` node threw an error when merging empty strings #29
- Enhance the `Batch Loader` node to support processing either a single file or a list of files #26
- Update core to 1.3.4.post1
## v1.1.0
- Add `Batch Loader` node #13
- Add `MODEL_NAME` output to the `Prompt Reader` node #23
- Add VAE selector to the `Parameter Generator` node #15
- Add pixel dimensions display to the `aspect_ratio` in the `Parameter Generator` node #6
- Add Positive and Negative Aesthetic Score to the `PARAMETERS` in the `Parameter Generator` node #8
- Add `FILENAME` and `METADATA` output to the `Prompt Saver` node #16
## v1.0.1
- Add a new file-naming mechanism to ensure naming uniqueness
- Fix `%counter` overwriting existing images #11 #14
+214 -53
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@@ -1,5 +1,5 @@
<div align="center">
<img alt="icon" src="https://github.com/receyuki/stable-diffusion-prompt-reader/raw/master/sd_prompt_reader/resources/icon.png" width=20% height=20%>
<img alt="icon" src="https://github.com/receyuki/stable-diffusion-prompt-reader/raw/master/sd_prompt_reader/resources/icon-cube.png" width=20% height=20%>
<h1>SD Prompt Reader Node</h1>
<a href="https://github.com/receyuki/comfyui-prompt-reader-node/blob/master/LICENSE">
<img alt="GitHub" src="https://img.shields.io/github/license/receyuki/comfyui-prompt-reader-node"></a>
@@ -20,29 +20,35 @@ additional metadata to ensure compatibility with metadata detection on websites
<a href="#supported-formats">Supported Formats</a> •
<a href="#installation">Installation</a> •
<a href="#usage">Usage</a> •
<a href="./CHANGELOG.md">Change Log</a> •
<a href="#credits">Credits</a>
</p>
<img src="./images/screenshot_v100.png">
<img src="./images/screenshot_v130.png">
</div>
## Supported Formats
| | PNG | JPEG | WEBP | TXT* |
|--------------------------------------------------------------------------|:---:|:----:|:----:|:----:|
| [A1111's webUI](https://github.com/AUTOMATIC1111/stable-diffusion-webui) | ✅ | ✅ | ✅ | ✅ |
| [Easy Diffusion](https://github.com/easydiffusion/easydiffusion) | ✅ | ✅ | ✅ | |
| [StableSwarmUI](https://github.com/Stability-AI/StableSwarmUI)* | ✅ | ✅ | | |
| [Fooocus-MRE](https://github.com/MoonRide303/Fooocus-MRE)* | ✅ | ✅ | | |
| [InvokeAI](https://github.com/invoke-ai/InvokeAI) | ✅ | | | |
| [ComfyUI](https://github.com/comfyanonymous/ComfyUI)* | ✅ | | | |
| [NovelAI](https://novelai.net/) | ✅ | | | |
| [Draw Things](https://drawthings.ai/) | ✅ | | | |
| Naifu(4chan) | ✅ | | | |
| | PNG | JPEG | WEBP | TXT* |
|----------------------------------------------------------------------------------------|:---:|:----:|:----:|:----:|
| [A1111's webUI](https://github.com/AUTOMATIC1111/stable-diffusion-webui) | ✅ | ✅ | ✅ | ✅ |
| [Easy Diffusion](https://github.com/easydiffusion/easydiffusion) | ✅ | ✅ | ✅ | |
| [StableSwarmUI](https://github.com/Stability-AI/StableSwarmUI)* | ✅ | ✅ | | |
| [StableSwarmUI (prior to 0.5.8-alpha)](https://github.com/Stability-AI/StableSwarmUI)* | ✅ | ✅ | | |
| [Fooocus-MRE](https://github.com/MoonRide303/Fooocus-MRE)* | ✅ | ✅ | | |
| [NovelAI (stealth pnginfo)](https://novelai.net/) | ✅ | | ✅ | |
| [NovelAI (legacy)](https://novelai.net/) | ✅ | | | |
| [InvokeAI](https://github.com/invoke-ai/InvokeAI) | ✅ | | | |
| [InvokeAI (prior to 2.3.5-post.2)](https://github.com/invoke-ai/InvokeAI) | ✅ | | | |
| [InvokeAI (prior to 1.15)](https://github.com/invoke-ai/InvokeAI) | ✅ | | | |
| [ComfyUI](https://github.com/comfyanonymous/ComfyUI)* | ✅ | | | |
| [Draw Things](https://drawthings.ai/) | ✅ | | | |
| Naifu(4chan) | ✅ | | | |
See [SD Prompt Reader](https://github.com/receyuki/stable-diffusion-prompt-reader#supported-formats) for details
## Installation
>While ZIP package is available, it is strongly recommended not to use it for installation.
> [!NOTE]
> While ZIP package is available, it is strongly recommended not to use it for installation.
### Install and update via [ComfyUI Manager](https://github.com/ltdrdata/ComfyUI-Manager) (Recommended)
Search for `SD Prompt Reader` in the ComfyUI Manager and install it.
### Install manually
@@ -65,95 +71,250 @@ git pull --recurse-submodules
## Usage
### Prompt Reader Node
<div align="center">
<img src="./images/reader.png" width="25%" height="25%" alt="reader node">
</div>
- The `Prompt Reader` Node works exactly the same as the
[standalone SD Prompt Reader](https://github.com/receyuki/stable-diffusion-prompt-reader).
It uses the Image Data Reader from the
[standalone SD Prompt Reader](https://github.com/receyuki/stable-diffusion-prompt-reader),
allowing it to support the same formats and receive updates along with the
[SD Prompt Reader](https://github.com/receyuki/stable-diffusion-prompt-reader).
- Due to custom nodes and complex workflows potentially causing issues with SD Prompt Reader's ability
to read image metadata correctly, it is recommended to embed the `Prompt Saver` Node within the workflow
to ensure maximum compatibility.
> [!IMPORTANT]
> Due to custom nodes and complex workflows potentially causing issues with SD Prompt Reader's ability
> to read image metadata correctly, it is recommended to embed the `Prompt Saver` Node within the workflow
> to ensure maximum compatibility.
<details>
<summary><b>More Information</b></summary>
#### `parameter_index`
- For images containing multiple sets of parameters, such as those processed through `hires-fix` or `refiner`,
you will need to modify the `parameter_index` to select the parameters you need
#### SDXL
- For images generated by SDXL and containing multiple sets of prompts,
the `text_g` will be combined with `text_l` into a single prompt
#### Batch Read
- For batch processing, please use the `Batch Loader` node. When using the `Batch Loader` node for bulk reading,
the preview image will not update, and the text box will only display the metadata of the last image.
<div align="center">
<img src="./images/reader.png" width="25%" height="25%" alt="reader node">
<img src="./images/loader2reader.png" width="50%" height="50%" alt="connect batch loader to prompt reader">
</div>
#### Additional Parameters
- To read parameters other than the existing output, please connect the `settings` to the `Parameter Extractor` node.
<div align="center">
<img src="./images/reader2extractor.png" width="50%" height="50%" alt="connect prompt reader to parameter extractor">
</div>
#### `MODEL_NAME`
- `MODEL_NAME` is a special output that matches the model name in the metadata with the existing models on the server
according to the following priority:
1. Identical path, filename, and extension.
2. Identical filename, and extension.
e.g. `sd_xl_base.safetensors` will be matched with `SDXL\sd_xl_base.safetensors`, and vice versa.
3. Identical filename.
e.g. `sd_xl_base` will be matched with `SDXL\sd_xl_base.safetensors`, and vice versa.
4. If a matching model cannot be found, the original name will be outputted.
</details>
### Prompt Saver Node
- The `Prompt Saver` Node and The `Parameter Generator` Node are designed to be used together.
<div align="center">
<img src="./images/saver.png" width="25%" height="25%" alt="saver node">
</div>
- The `Prompt Saver` Node and the `Parameter Generator` Node are designed to be used together.
- The `Prompt Saver` Node will write additional metadata in the A1111 format to the output images
to be compatible with any tools that support the A1111 format,
including SD Prompt Reader and Civitai.
Due to custom nodes and complex workflows potentially causing issues with SD Prompt Reader's ability
to read image metadata correctly, it is recommended to embed this node within the workflow
to ensure maximum compatibility.
- Since it's not possible to directly extract metadata from `KSampler`, it is necessary to
use the `Parameter Generator` Node to generate parameters and simultaneously output them to both
the `Prompt Saver` Node and `KSampler`.
- Please refer to the following table for placeholders supported by the `filename` and `path`.
- Due to custom nodes and complex workflows potentially causing issues with SD Prompt Reader's ability
to read image metadata correctly, it's recommended to embed this node within the workflow
to ensure maximum compatibility.
> [!TIP]
> Since it's not possible to directly extract metadata from `KSampler`, it's necessary to
> use the `Parameter Generator` Node to generate parameters and simultaneously output them to
> the `Prompt Saver` Node and `KSampler` Node.
| Placeholder |
|-------------|
| %date |
| %time |
| %counter |
| %seed |
| %steps |
| %cfg |
| %extension |
| %model |
| %sampler |
| %scheduler |
| %quality |
- `%counter` cannot be used for the `path`. This `%counter` is slightly different from the `%counter`
in the built-in Saver node, it will count all image files in the `path`.
<details>
<summary><b>More Information</b></summary>
#### Image Format
- Only PNG format supports embedding both metadata and workflow at the same time. Other formats can only embed metadata.
#### Duplicate Filename
- When the filename already exists, an index will be added at the end of the filename,
e.g. `file.png, file_1.png, file_2.png`.
#### Hashes & Auto-Detection on Civitai
- When `calculate_hash` is enabled, the node will compute the hash values of checkpoint, VAE, Lora,
and embedding/Textual Inversion, and write them into the metadata. After the server restarts, or a new checkpoint,
VAE, Lora, or embedding/Textual Inversion is loaded, the first image generation may take a longer time for hash calculation.
The hash value will be stored in temporary storage without the need for repeated calculation,
until the server is restarted.
- When `resource_hash` is enabled, the resource hashes will be written into the metadata to support auto-detection
on Civitai. This function will only run when `calculate_hash` is enabled.
- If you need to calculate the hash of Lora, please use the `Lora Loader` Node or the `Lora Selector` Node.
The hash value of the embedding/Textual Inversion will be automatically detected from the prompt.
#### `save_metadata_file`
- When the `save_metadata_file` is turned on, the metadata will be saved as a TXT file with the same name
alongside the image.
#### `date_format` & `time_format`
- For the `date_format` and `time_format`, please refer to
[strftime.org](https://strftime.org/) or [www.strfti.me](https://www.strfti.me/).
#### `filename` & `path`
- `%counter` cannot be used for `path`, it can only be used for `filename`. This `%counter` is slightly different
from the `%counter` in the built-in `Saver` node, it will count all image files in the `path`.
- Please refer to the following table for placeholders supported by the `filename` and `path`.
| | |
|------------|------------|
| %seed | %date |
| %steps | %time |
| %cfg | %counter |
| %model | %extension |
| %sampler | %quality |
| %scheduler | |
</details>
### Parameter Generator Node
<div align="center">
<img src="./images/saver.png" width="25%" height="25%" alt="generator and saver node">
<img src="./images/generator.png" width="25%" height="25%" alt="generator node">
</div>
## Parameter Generator Node
- Since it's not possible to directly extract metadata from `KSampler`, it is necessary to
- Since it's not possible to directly extract metadata from `KSampler`, it's necessary to
use the `Parameter Generator` Node to generate parameters and simultaneously output them to both
the `Prompt Saver` Node and `KSampler`.
- The `Parameter Generator` Node can also be used as a control panel for complex ComfyUI workflows, just like the [AP workflow](https://perilli.com/ai/comfyui/).
- The `model_version` and `aspect_ratio` are used only for calculating the optimal resolution of the selected model version
under the chosen aspect ratio. The calculation method is based on the
the `Prompt Saver` Node and `KSampler` Node.
> [!TIP]
> The `Parameter Generator` Node can also be used as a control panel for complex ComfyUI workflows, just like the [AP workflow](https://perilli.com/ai/comfyui/).
<details>
<summary><b>More Information</b></summary>
#### Optimal Resolution
- The `model_version` and `aspect_ratio` are used only for calculating the optimal resolution of the selected
model version under the chosen aspect ratio. The calculation method is based on the
[Stability AI development documentation](https://platform.stability.ai/docs/features/api-parameters#about-dimensions)
and the [StableSwarmUI source code](https://github.com/Stability-AI/StableSwarmUI) (developed by Stability AI).
#### `refiner_start`
- `refiner_start` refers to the proportion of steps completed when the refiner starts running,
i.e., the proportion of base steps to total steps. This is used to calculate the `start_at_step` (`REFINER_START_STEP`)
required by the refiner `KSampler` under the selected step ratio.
</details>
### Batch Loader Node
<div align="center">
<img src="./images/generator.png" width="25%" height="25%" alt="generator and saver node">
<img src="./images/loader.png" width="25%" height="25%" alt="loader node">
</div>
- The `Batch Loader` Node is specifically designed for the `Prompt Reader` Node to batch-read image files in a directory
and cannot be used with other custom nodes.
<details>
<summary><b>More Information</b></summary>
- For batch processing, please connect the `IMAGE` output of the `Batch Loader` Node to the `image` input of
the `Prompt Reader` Node.
<div align="center">
<img src="./images/loader2reader.png" width="50%" height="50%" alt="connect prompt reader to parameter extractor">
</div>
#### `path`
- The `path` supports relative paths such as `./input/` or absolute paths like `C:/Users/receyuki/Pictures`.
- Both `\ ` and `/` are acceptable.
- You can also input a single file or a list of files into the `path`,
in which case the `image_load_limit` and `start_index` will not function.
</details>
### Parameter Extractor Node
<div align="center">
<img src="./images/extractor.png" width="25%" height="25%" alt="extractor node">
</div>
- The `Parameter Extractor` Node is an extension of the `Prompt Reader` Node, designed to retrieve the values
of all parameters in the settings (including those parameters that the `Prompt Reader` Node cannot output).
e.g. `Hires upscaler`
<details>
<summary><b>More Information</b></summary>
- Connect the `SETTINGS` of the `Prompt Reader` Node to the `settings` of the `Parameter Extractor` Node.
After the first run, the parameter list will be loaded.
<div align="center">
<img src="./images/reader2extractor.png" width="50%" height="50%" alt="connect prompt reader to parameter extractor">
</div>
</details>
### Prompt Merger Node & Type Converter Node
<div align="center">
<img src="./images/merger_converter.png" width="25%" height="25%" alt="merger and converter node">
</div>
- Since the A1111 format cannot store `text_g` and `text_l` separately, SDXL users need to use
the `Prompt Merger` Node to combine `text_g` and `text_l` into a single prompt.
- Since `model_name`, `sampler_name`, and `scheduler` are special types
that cannot be directly used by some other nodes,
You can use the `Type Converter` Node to convert them into `STRING` type.
### Lora Loader Node & Lora Selector Node
<div align="center">
<img src="./images/merger_converter.png" width="25%" height="25%" alt="merger and converter node">
<img src="./images/lora.png" width="50%" height="50%" alt="lora loader and selector node">
</div>
### [Example Workflow](./workflows/example_workflow.json)
- The `Lora Loader` Node and `Lora Selector` Node are used to write Lora data into metadata and support auto-detection
on Civitai.
<details>
<summary><b>More Information</b></summary>
- Replace the original loader with the `Lora Loader` Node, or connect the `LORA_NAME` output of the `Lora Selector` Node
to the `lora_name` input of other lora loaders (built-in or custom), and link the `NEXT_LORA` output to the `lora_name`
input of the `Prompt Saver` Node. Both of these nodes have the same function, please choose according to your needs.
#### Multiple Loras
- If you need to load multiple Loras, please connect the `Lora Loader` Node or `Lora Selector` Node head to tail
through `last_lora` and `NEXT_LORA`, and connect the `NEXT_LORA` at the end of the Lora chain to the `lora_name` input
of the `Prompt Saver` Node.
1. Lora Loader chain
<div align="center">
<img src="./images/example_workflow.png" width="100%" height="100%" alt="example workflow">
<img src="./images/lora_loader_chain.png" width="100%" height="100%" alt="lora loader chain">
</div>
2. Lora Selector chain
<div align="center">
<img src="./images/lora_selector_chain.png" width="100%" height="100%" alt="lora loader chain">
</div>
</details>
### Example Workflow
<details>
<summary><b>Simple Example</b></summary>
<div align="center">
<img src="./workflows/simple_example.png" width="100%" height="100%" alt="example workflow">
</div>
</details>
<details>
<summary><b>Lora Example</b></summary>
<div align="center">
<img src="./workflows/lora_example.png" width="100%" height="100%" alt="example workflow">
</div>
</details>
<details>
<summary><b>Hires-fix Example</b></summary>
<div align="center">
<img src="./workflows/hires_fix_example.png" width="100%" height="100%" alt="example workflow">
</div>
</details>
<details>
<summary><b>SDXL Example</b></summary>
<div align="center">
<img src="./workflows/sdxl_example.png" width="100%" height="100%" alt="example workflow">
</div>
</details>
## Credits
- The SD Prompt Reader node is based on [ComfyUI Load Image With Metadata](https://github.com/tkoenig89/ComfyUI_Load_Image_With_Metadata)
- The SD Prompt Saver node is based on [Comfy Image Saver](https://github.com/giriss/comfy-image-saver) & [Stable Diffusion Webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui)
+6 -10
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@@ -6,14 +6,10 @@ import shutil
import folder_paths
import os
WEB_DIRECTORY = "./js"
# remove old directory
comfy_path = os.path.dirname(folder_paths.__file__)
tk_nodes_path = os.path.join(os.path.dirname(__file__))
js_dest_path = os.path.join(comfy_path, "web", "extensions", "SDPromptReader")
os.makedirs(js_dest_path, exist_ok=True)
files_to_copy = ["promptDisplay.js", "parameterDisplay.js", "seedGen.js"]
for file in files_to_copy:
js_src_path = os.path.join(tk_nodes_path, "js", file)
shutil.copy(js_src_path, js_dest_path)
old_dir = os.path.join(comfy_path, "web", "extensions", "SDPromptReader")
if os.path.exists(old_dir):
shutil.rmtree(old_dir)
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VERSION = "1.0.1"
VERSION = "1.3.2"
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@@ -0,0 +1,31 @@
import {app} from "../../scripts/app.js";
import {ComfyWidgets} from "../../scripts/widgets.js";
import {createTextWidget} from "./utils.js"
app.registerExtension({
name: "sd_prompt_reader.extractorDisplay",
async beforeRegisterNodeDef(nodeType, nodeData, app) {
if (nodeData.name === "SDParameterExtractor") {
const onNodeCreated = nodeType.prototype.onNodeCreated;
nodeType.prototype.onNodeCreated = function () {
const result = onNodeCreated?.apply(this, arguments);
// Create widgets
const styles = {textAlign: "center", fontSize: "0.75rem"}
const value_display = createTextWidget(app, this, "value_display", styles);
};
// Update widgets
const onExecuted = nodeType.prototype.onExecuted;
nodeType.prototype.onExecuted = function (message) {
onExecuted?.apply(this, arguments);
this.widgets.find(obj => obj.name === "value_display").value = message.text[1]
this.widgets.find(obj => obj.name === "parameter").options.values = message.text[0]
if (this.widgets.find(obj => obj.name === "parameter").value === "parameters not loaded") {
this.widgets.find(obj => obj.name === "parameter").value = message.text[0][0]
}
};
}
},
});
+30
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@@ -0,0 +1,30 @@
import {app} from "../../scripts/app.js";
import {ComfyWidgets} from "../../scripts/widgets.js";
import {createTextWidget} from "./utils.js"
// Displays file list on the node
app.registerExtension({
name: "sd_prompt_reader.loaderDisplay",
async beforeRegisterNodeDef(nodeType, nodeData, app) {
if (nodeData.name === "SDBatchLoader") {
const onNodeCreated = nodeType.prototype.onNodeCreated;
nodeType.prototype.onNodeCreated = function () {
const result = onNodeCreated?.apply(this, arguments);
// Create prompt and setting widgets
const styles = {opacity: 0.7}
const fileList =createTextWidget(app, this, "fileList", styles);
return result;
};
// Update widgets
const onExecuted = nodeType.prototype.onExecuted;
nodeType.prototype.onExecuted = function (message) {
onExecuted?.apply(this, arguments);
this.widgets.find(obj => obj.name === "fileList").value = message.text[0];
};
}
},
});
+16 -11
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@@ -1,14 +1,6 @@
import {app} from "../../scripts/app.js";
import {ComfyWidgets} from "../../scripts/widgets.js";
// Create a read-only string widget
function createWidget(app, node, widgetName, type) {
const widget = ComfyWidgets[type](node, widgetName, ["STRING", {multiline: true}], app).widget;
widget.inputEl.readOnly = true;
widget.inputEl.style.textAlign = "center";
widget.inputEl.style.fontSize = "0.75rem";
return widget;
}
import {createTextWidget} from "./utils.js"
app.registerExtension({
name: "sd_prompt_reader.parameterDisplay",
@@ -20,8 +12,9 @@ app.registerExtension({
const result = onNodeCreated?.apply(this, arguments);
// Create widgets
const steps_display = createWidget(app, this, "steps_display", "STRING");
const aspect_ratio_display = createWidget(app, this, "aspect_ratio_display", "STRING");
const styles = {textAlign: "center", fontSize: "0.75rem"}
const steps_display = createTextWidget(app, this, "steps_display", styles);
const aspect_ratio_display = createTextWidget(app, this, "aspect_ratio_display", styles);
// Resize the node
const nodeWidth = this.size[0];
@@ -59,6 +52,18 @@ Refiner start at step: ${message.text[6]} (${base_percentage})`;
this.widgets.find(obj => obj.name === "steps_display").value = step_message;
this.widgets.find(obj => obj.name === "aspect_ratio_display").value = ar_message;
const scalingFactor = message.text[9][message.text[1]]
const aspectRatioArray = Object.entries(message.text[8]).map(([ratio, dimensions]) => {
const [width, height] = dimensions;
return `${ratio} - ${width*scalingFactor}x${height*scalingFactor}`;
});
aspectRatioArray.unshift("custom")
if (message.text[0] !== "custom") {
const aspectRatio = `${message.text[0]} - ${message.text[8][message.text[0]][0]*scalingFactor}x${message.text[8][message.text[0]][1]*scalingFactor}`
this.widgets.find(obj => obj.name === "aspect_ratio").value = aspectRatio
}
this.widgets.find(obj => obj.name === "aspect_ratio").options.values = aspectRatioArray
};
}
},
+8 -14
View File
@@ -1,13 +1,6 @@
import {app} from "../../scripts/app.js";
import {ComfyWidgets} from "../../scripts/widgets.js";
// Create a read-only string widget with opacity set
function createWidget(app, node, widgetName) {
const widget = ComfyWidgets["STRING"](node, widgetName, ["STRING", {multiline: true}], app).widget;
widget.inputEl.readOnly = true;
widget.inputEl.style.opacity = 0.7;
return widget;
}
import {createTextWidget} from "./utils.js"
// Displays prompt and setting on the node
app.registerExtension({
@@ -20,9 +13,10 @@ app.registerExtension({
const result = onNodeCreated?.apply(this, arguments);
// Create prompt and setting widgets
const positive = createWidget(app, this, "positive");
const negative = createWidget(app, this, "negative");
const setting = createWidget(app, this, "setting");
const styles = {opacity: 0.7}
const positive = createTextWidget(app, this, "positive", styles);
const negative = createTextWidget(app, this, "negative", styles);
const setting = createTextWidget(app, this, "setting", styles);
// Resize the node
const nodeWidth = this.size[0];
const nodeHeight = this.size[1];
@@ -34,9 +28,9 @@ app.registerExtension({
const onExecuted = nodeType.prototype.onExecuted;
nodeType.prototype.onExecuted = function (message) {
onExecuted?.apply(this, arguments);
this.widgets[3].value = message.text[0];
this.widgets[4].value = message.text[1];
this.widgets[5].value = message.text[2];
this.widgets.find(obj => obj.name === "positive").value = message.text[0];
this.widgets.find(obj => obj.name === "negative").value = message.text[1];
this.widgets.find(obj => obj.name === "setting").value = message.text[2];
};
}
},
+113 -44
View File
@@ -1,16 +1,115 @@
/**
* Modified from: https://github.com/rgthree/rgthree-comfy/blob/main/web/seed.js
* Modified from: https://github.com/rgthree/rgthree-comfy/blob/main/web/comfyui/seed.js
* Modified by: receyuki
*/
import {app} from "../../scripts/app.js";
import {ComfyWidgets} from "../../scripts/widgets.js";
const LAST_SEED_BUTTON_LABEL = "(Use Last Queued Seed)";
const LAST_SEED_BUTTON_LABEL = "(Use last queued seed)";
const SPECIAL_SEED_RANDOM = -1;
const SPECIAL_SEED_INCREMENT = -2;
const SPECIAL_SEED_DECREMENT = -3;
const SPECIAL_SEEDS = [SPECIAL_SEED_RANDOM, SPECIAL_SEED_INCREMENT, SPECIAL_SEED_DECREMENT];
function getResolver(timeout = 5000) {
const resolver = {};
resolver.id = generateId(8);
resolver.completed = false;
resolver.resolved = false;
resolver.rejected = false;
resolver.promise = new Promise((resolve, reject) => {
resolver.reject = () => {
resolver.completed = true;
resolver.rejected = true;
reject();
};
resolver.resolve = (data) => {
resolver.completed = true;
resolver.resolved = true;
resolve(data);
};
});
resolver.timeout = setTimeout(() => {
if (!resolver.completed) {
resolver.reject();
}
}, timeout);
return resolver;
}
function generateId(length) {
const arr = new Uint8Array(length / 2);
crypto.getRandomValues(arr);
return Array.from(arr, dec2hex).join('');
}
function dec2hex(dec) {
return dec.toString(16).padStart(2, "0");
}
let graphResolver = null;
function waitForGraph() {
if (graphResolver === null) {
graphResolver = getResolver();
function _wait() {
if (!graphResolver.completed) {
if (app === null || app === void 0 ? void 0 : app.graph) {
graphResolver.resolve(app.graph);
} else {
requestAnimationFrame(_wait);
}
}
}
_wait();
}
return graphResolver.promise;
}
class Rgthree extends EventTarget {
constructor() {
super();
this.processingQueue = false;
this.initialGraphToPromptSerializedWorkflowBecauseComfyUIBrokeStuff = null;
this.initializeGraphAndCanvasHooks();
this.initializeComfyUIHooks();
}
async initializeGraphAndCanvasHooks() {
const rgthree = this;
const [graph] = await Promise.all([waitForGraph()]);
const onSerialize = graph.onSerialize;
graph.onSerialize = (data) => {
this.initialGraphToPromptSerializedWorkflowBecauseComfyUIBrokeStuff = data;
onSerialize === null || onSerialize === void 0 ? void 0 : onSerialize.call(graph, data);
};
}
initializeComfyUIHooks() {
const rgthree = this;
const queuePrompt = app.queuePrompt;
app.queuePrompt = async function () {
rgthree.dispatchEvent(new CustomEvent("queue"));
rgthree.processingQueue = true;
try {
await queuePrompt.apply(app, [...arguments]);
} finally {
rgthree.processingQueue = false;
rgthree.dispatchEvent(new CustomEvent("queue-end"));
}
};
}
getNodeFromInitialGraphToPromptSerializedWorkflowBecauseComfyUIBrokeStuff(node) {
var _a, _b, _c;
return ((_c = (_b = (_a = this.initialGraphToPromptSerializedWorkflowBecauseComfyUIBrokeStuff) === null || _a === void 0 ? void 0 : _a.nodes) === null || _b === void 0 ? void 0 : _b.find((n) => n.id === node.id)) !== null && _c !== void 0 ? _c : null);
}
}
const rgthree = new Rgthree();
class SeedControl {
constructor(node) {
this.lastSeed = undefined;
@@ -33,6 +132,7 @@ class SeedControl {
for (const [i, w] of this.node.widgets.entries()) {
if (w.name === "seed") {
this.seedWidget = w;
this.seedWidget.value = SPECIAL_SEED_RANDOM;
} else if (w.name === "control_after_generate") {
this.node.widgets.splice(i, 1);
}
@@ -58,6 +158,9 @@ class SeedControl {
this.lastSeedButton.disabled = true;
this.seedWidget.serializeValue = async (node, index) => {
const inputSeed = this.seedWidget.value;
if (!rgthree.processingQueue) {
return inputSeed;
}
this.serializedCtx = {
inputSeed: this.seedWidget.value,
};
@@ -76,7 +179,13 @@ class SeedControl {
} else {
this.serializedCtx.seedUsed = this.seedWidget.value;
}
node.widgets_values[index] = this.serializedCtx.seedUsed;
const n = rgthree.getNodeFromInitialGraphToPromptSerializedWorkflowBecauseComfyUIBrokeStuff(node);
if (n) {
n.widgets_values[index] = this.serializedCtx.seedUsed;
} else {
console.warn('No serialized node found in workflow. May be attributed to '
+ 'https://github.com/comfyanonymous/ComfyUI/issues/2193');
}
this.seedWidget.value = this.serializedCtx.seedUsed;
this.lastSeed = this.serializedCtx.seedUsed;
if (SPECIAL_SEEDS.includes(this.serializedCtx.inputSeed)) {
@@ -97,42 +206,6 @@ class SeedControl {
}
this.serializedCtx = {};
};
this.node.getExtraMenuOptions = (_, options) => {
options.splice(options.length - 1, 0, {
content: "Show/Hide Last Seed Value",
callback: (_value, _options, _event, _parentMenu, _node) => {
this.node.properties["showLastSeed"] = !this.node.properties["showLastSeed"];
if (this.node.properties["showLastSeed"]) {
this.addLastSeedValue();
} else {
this.removeLastSeedValue();
}
},
});
};
}
addLastSeedValue() {
if (this.lastSeedValue)
return;
this.lastSeedValue = ComfyWidgets["STRING"](this.node, "last_seed", ["STRING", {multiline: true}], app).widget;
this.lastSeedValue.inputEl.readOnly = true;
this.lastSeedValue.inputEl.style.fontSize = "0.75rem";
this.lastSeedValue.inputEl.style.textAlign = "center";
this.lastSeedValue.serializeValue = async (node, index) => {
node.widgets_values[index] = "";
return "";
};
this.node.computeSize();
}
removeLastSeedValue() {
if (!this.lastSeedValue)
return;
this.lastSeedValue.inputEl.remove();
this.node.widgets.splice(this.node.widgets.indexOf(this.lastSeedValue), 1);
this.lastSeedValue = null;
this.node.computeSize();
}
}
@@ -142,12 +215,8 @@ app.registerExtension({
if (nodeData.name === "SDParameterGenerator") {
const onNodeCreated = nodeType.prototype.onNodeCreated;
nodeType.prototype.onNodeCreated = function () {
const result = onNodeCreated?.apply(this, []);
onNodeCreated ? onNodeCreated.apply(this, []) : undefined;
this.seedControl = new SeedControl(this);
const nodeWidth = this.size[0];
const nodeHeight = this.size[1];
this.setSize([nodeWidth * 1.5, nodeHeight * 1.1]);
return result;
};
}
},
+10
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@@ -0,0 +1,10 @@
import {app} from "../../scripts/app.js";
import {ComfyWidgets} from "../../scripts/widgets.js";
// Create a read-only string widget
export function createTextWidget(app, node, widgetName, styles = {}) {
const widget = ComfyWidgets["STRING"](node, widgetName, ["STRING", {multiline: true}], app).widget;
widget.inputEl.readOnly = true;
Object.assign(widget.inputEl.style, styles);
return widget;
}
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