5.2 KiB
5.2 KiB
ComfyUI-DataSet
Data Research, Preparation, and Manipulation Nodes for Model Trainers, Artists, Designers, and Animators.
Installation
Using comfy-cli (https://github.com/yoland68/comfy-cli)
comfy node registry-install ComfyUI-DataSet- https://registry.comfy.org/publishers/daxcay/nodes/comfyui-dataset
Manual Method
- Go to your Comfyui > Custom Nodes folder
- Run CMD from folder path box or right click on empty area and click open in terminal.
- Copy and Paste this command
git clone https://github.com/daxcay/ComfyUI-DataSet.git - Then go inside ComfyUI-DataSet with cmd or open new.
- and type
pip install -r requirements.txtto install the requirements.
Automatic Method with Comfy Manager
- Inside ComfyUI > Click Manager Button on Side.
- Click
Custom Nodes Managerand Search forDataSetand Install this node: - Restart ComfyUI and it should be good to go
Recommended Plugin
- ComfyUI-JDCN (https://github.com/daxcay/ComfyUI-JDCN)
You can find DataSet under this category:
DataSet_Visualizer
The DataSet_Visualizer node is designed to visualize datasets by generating a word cloud, a network graph, and a frequency table from tag contents provided in text files.
Input Parameters
- TextFileContents: (STRING, required) - The contents of the text file to be processed.
- Seperator: (['comma', 'colon', 'space', 'pipe'], required) - The delimiter used to separate tags in the text file. Acceptable values are: 'comma' for
,'colon' for;'space' for a| - WordCloudTop: (INT, default: 1, min: 1, max: 9999, required) - The number of top tags to include in the word cloud visualization.
- NetworkGraphTop: (INT, default: 1, min: 1, max: 9999, required) - The number of top tag co-occurrences to include in the network graph visualization.
- FrequencyGraphTop: (INT, default: 1, min: 1, max: 9999, required) - The number of top tags to include in the frequency table.
Outputs
- GraphsPaths: (STRING, list) - The file paths of the generated visualizations. It includes paths for: Word cloud image, Network graph image, Frequency table image
- GraphsImages: (IMAGE, list) - The generated images for the visualizations.
DataSet_CopyFiles
The DataSet_CopyFiles node provides a methods to copy files from a source folder to a destination folder based on different copying modes: blind copy and copy by matching destination files.
Input Parameters
- source_folder: (STRING, default: "directory path", required) - The path of the source folder containing files to be copied.
- destination_folder: (STRING, default: "directory path", required) - The path of the destination folder where files will be copied.
- copy_mode: (['BlindCopy', 'CopyByDestinationFiles'], required) - The mode of copying files:
- 'BlindCopy': Copies all files from the source to the destination folder.
- 'CopyByDestinationFiles': Copies files from the source folder to the destination only if there is a matching file (based on the base name) already present in the destination.
DataSet_FindAndReplace
The DataSet_FindAndReplace node facilitates finding and replacing specific text patterns within text file contents.
Input Parameters
- TextFileContents: (
STRING, required) - The contents of the text file(s) where the search and replace operation will be performed. - SearchFor: (
STRING, default: "concept", required) - The text pattern to search for within theTextFileContents. Supports multiline input. - ReplaceWith: (
STRING, default: "concept", required) - The replacement text for theSearchForpattern. Supports multiline input.
Outputs
- TextFileContents: (
STRING, list) - The modified contents of the text file(s) after performing the find and replace operation.
Credits
🔶 Daxton Caylor - ComfyUI Node Developer
- Discord - daxtoncaylor
- Email - daxtoncaylor@gmail.com
- Discord server: https://discord.gg/Z44Zjpurjp
- Commission Status: 🟢 Open 🟢
🔶 https://github.com/rafstahelin
- Node Request & Testing
Support for DataSet ❤️
- Buy me a coffee: https://buymeacoffee.com/daxtoncaylor
- If you like to suppport me you can donate me on paypal: https://paypal.me/daxtoncaylor