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tags: [gradio-custom-component, SimpleTextbox, workflow, builder, editor] | |
title: gradio_workflowbuilder | |
short_description: workflow builder | |
colorFrom: blue | |
colorTo: yellow | |
sdk: gradio | |
pinned: false | |
app_file: space.py | |
# `gradio_workflowbuilder` | |
<img alt="Static Badge" src="https://img.shields.io/badge/version%20-%200.0.1%20-%20orange"> | |
workflow builder | |
## Installation | |
```bash | |
pip install gradio_workflowbuilder | |
``` | |
## Usage | |
```python | |
import gradio as gr | |
from gradio_workflowbuilder import WorkflowBuilder | |
import json | |
def export_workflow(workflow_data): | |
"""Export workflow as formatted JSON""" | |
if not workflow_data: | |
return "No workflow to export" | |
return json.dumps(workflow_data, indent=2) | |
# Create the main interface | |
with gr.Blocks( | |
title="๐จ Visual Workflow Builder", | |
theme=gr.themes.Soft(), | |
css=""" | |
.main-container { max-width: 1600px; margin: 0 auto; } | |
.workflow-section { margin-bottom: 2rem; } | |
.button-row { display: flex; gap: 1rem; justify-content: center; margin: 1rem 0; } | |
.component-description { | |
padding: 24px; | |
background: linear-gradient(135deg, #f8fafc 0%, #e2e8f0 100%); | |
border-radius: 12px; | |
border-left: 4px solid #3b82f6; | |
margin: 16px 0; | |
font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif; | |
box-shadow: 0 2px 8px rgba(0, 0, 0, 0.05); | |
} | |
.component-description p { | |
margin: 10px 0; | |
line-height: 1.6; | |
color: #374151; | |
} | |
.base-description { | |
font-size: 17px; | |
font-weight: 600; | |
color: #1e293b; | |
} | |
.base-description strong { | |
color: #3b82f6; | |
font-weight: 700; | |
} | |
.feature-description { | |
font-size: 16px; | |
color: #1e293b; | |
font-weight: 500; | |
} | |
.customization-note { | |
font-size: 15px; | |
color: #64748b; | |
font-style: italic; | |
} | |
.sample-intro { | |
font-size: 15px; | |
color: #1e293b; | |
font-weight: 600; | |
margin-top: 16px; | |
border-top: 1px solid #e2e8f0; | |
padding-top: 16px; | |
} | |
""" | |
) as demo: | |
with gr.Column(elem_classes=["main-container"]): | |
gr.Markdown(""" | |
# ๐จ Visual Workflow Builder | |
**Create sophisticated workflows with drag and drop simplicity.** | |
""") | |
# Simple description section with styling | |
gr.HTML(""" | |
<div class="component-description"> | |
<p class="base-description">Base custom component powered by <strong>svelteflow</strong>.</p> | |
<p class="feature-description">Create custom workflows.</p> | |
<p class="customization-note">You can customise the nodes as well as the design of the workflow.</p> | |
<p class="sample-intro">Here is a sample:</p> | |
</div> | |
""") | |
# Main workflow builder section | |
with gr.Column(elem_classes=["workflow-section"]): | |
workflow_builder = WorkflowBuilder( | |
label="๐จ Visual Workflow Designer", | |
info="Drag components from the sidebar โ Connect nodes by dragging from output (right) to input (left) โ Click nodes to edit properties" | |
) | |
# Export section below the workflow | |
gr.Markdown("## ๐พ Export Workflow") | |
with gr.Row(): | |
with gr.Column(): | |
export_output = gr.Code( | |
language="json", | |
label="Workflow Configuration", | |
lines=10 | |
) | |
# Action button | |
with gr.Row(elem_classes=["button-row"]): | |
export_btn = gr.Button("๐พ Export JSON", variant="primary", size="lg") | |
# Instructions | |
with gr.Accordion("๐ How to Use", open=False): | |
gr.Markdown(""" | |
### ๐ Getting Started | |
1. **Add Components**: Drag items from the left sidebar onto the canvas | |
2. **Connect Nodes**: Drag from the blue circle on the right of a node to the left circle of another | |
3. **Edit Properties**: Click any node to see its editable properties on the right panel | |
4. **Organize**: Drag nodes around to create a clean workflow layout | |
5. **Delete**: Use the โ button on nodes or click the red circle on connections | |
### ๐ฏ Component Types | |
- **๐ฅ Inputs**: Text fields, file uploads, number inputs | |
- **โ๏ธ Processing**: Language models, text processors, conditionals | |
- **๐ค Outputs**: Text displays, file exports, charts | |
- **๐ง Tools**: API calls, data transformers, validators | |
### ๐ก Pro Tips | |
- **Collapsible Panels**: Use the arrow buttons to hide/show sidebars | |
- **Live Updates**: Properties update in real-time as you edit | |
- **Export Options**: Get JSON config for your workflow | |
""") | |
# Event handlers | |
export_btn.click( | |
fn=export_workflow, | |
inputs=[workflow_builder], | |
outputs=[export_output] | |
) | |
if __name__ == "__main__": | |
demo.launch( | |
server_name="0.0.0.0", | |
show_error=True | |
) | |
``` | |
## `WorkflowBuilder` | |
### Initialization | |
<table> | |
<thead> | |
<tr> | |
<th align="left">name</th> | |
<th align="left" style="width: 25%;">type</th> | |
<th align="left">default</th> | |
<th align="left">description</th> | |
</tr> | |
</thead> | |
<tbody> | |
<tr> | |
<td align="left"><code>value</code></td> | |
<td align="left" style="width: 25%;"> | |
```python | |
typing.Optional[typing.Dict[str, typing.Any]][ | |
typing.Dict[str, typing.Any][str, typing.Any], None | |
] | |
``` | |
</td> | |
<td align="left"><code>None</code></td> | |
<td align="left">Default workflow data with nodes and edges</td> | |
</tr> | |
<tr> | |
<td align="left"><code>label</code></td> | |
<td align="left" style="width: 25%;"> | |
```python | |
typing.Optional[str][str, None] | |
``` | |
</td> | |
<td align="left"><code>None</code></td> | |
<td align="left">Component label</td> | |
</tr> | |
<tr> | |
<td align="left"><code>info</code></td> | |
<td align="left" style="width: 25%;"> | |
```python | |
typing.Optional[str][str, None] | |
``` | |
</td> | |
<td align="left"><code>None</code></td> | |
<td align="left">Additional component information</td> | |
</tr> | |
<tr> | |
<td align="left"><code>show_label</code></td> | |
<td align="left" style="width: 25%;"> | |
```python | |
typing.Optional[bool][bool, None] | |
``` | |
</td> | |
<td align="left"><code>None</code></td> | |
<td align="left">Whether to show the label</td> | |
</tr> | |
<tr> | |
<td align="left"><code>container</code></td> | |
<td align="left" style="width: 25%;"> | |
```python | |
bool | |
``` | |
</td> | |
<td align="left"><code>True</code></td> | |
<td align="left">Whether to use container styling</td> | |
</tr> | |
<tr> | |
<td align="left"><code>scale</code></td> | |
<td align="left" style="width: 25%;"> | |
```python | |
typing.Optional[int][int, None] | |
``` | |
</td> | |
<td align="left"><code>None</code></td> | |
<td align="left">Relative width scale</td> | |
</tr> | |
<tr> | |
<td align="left"><code>min_width</code></td> | |
<td align="left" style="width: 25%;"> | |
```python | |
int | |
``` | |
</td> | |
<td align="left"><code>160</code></td> | |
<td align="left">Minimum width in pixels</td> | |
</tr> | |
<tr> | |
<td align="left"><code>visible</code></td> | |
<td align="left" style="width: 25%;"> | |
```python | |
bool | |
``` | |
</td> | |
<td align="left"><code>True</code></td> | |
<td align="left">Whether component is visible</td> | |
</tr> | |
<tr> | |
<td align="left"><code>elem_id</code></td> | |
<td align="left" style="width: 25%;"> | |
```python | |
typing.Optional[str][str, None] | |
``` | |
</td> | |
<td align="left"><code>None</code></td> | |
<td align="left">HTML element ID</td> | |
</tr> | |
<tr> | |
<td align="left"><code>elem_classes</code></td> | |
<td align="left" style="width: 25%;"> | |
```python | |
typing.Optional[typing.List[str]][ | |
typing.List[str][str], None | |
] | |
``` | |
</td> | |
<td align="left"><code>None</code></td> | |
<td align="left">CSS classes</td> | |
</tr> | |
<tr> | |
<td align="left"><code>render</code></td> | |
<td align="left" style="width: 25%;"> | |
```python | |
bool | |
``` | |
</td> | |
<td align="left"><code>True</code></td> | |
<td align="left">Whether to render immediately</td> | |
</tr> | |
</tbody></table> | |
### Events | |
| name | description | | |
|:-----|:------------| | |
| `change` | Triggered when the value of the WorkflowBuilder changes either because of user input (e.g. a user types in a textbox) OR because of a function update (e.g. an image receives a value from the output of an event trigger). See `.input()` for a listener that is only triggered by user input. | | |
| `input` | This listener is triggered when the user changes the value of the WorkflowBuilder. | | |
### User function | |
The impact on the users predict function varies depending on whether the component is used as an input or output for an event (or both). | |
- When used as an Input, the component only impacts the input signature of the user function. | |
- When used as an output, the component only impacts the return signature of the user function. | |
The code snippet below is accurate in cases where the component is used as both an input and an output. | |
```python | |
def predict( | |
value: typing.Dict[str, typing.Any][str, typing.Any] | |
) -> typing.Dict[str, typing.Any][str, typing.Any]: | |
return value | |
``` | |