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