Spaces:
Running
Running
File size: 14,340 Bytes
e07925b a3bb45f f988bae e07925b 46c5c71 e07925b f988bae 46c5c71 e07925b afbdb22 e07925b 3a6d922 e07925b c7f3302 e07925b afbdb22 e07925b c7f3302 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b 3a6d922 e07925b |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 |
---
tags: [gradio-custom-component, gallery]
title: gradio_mediagallery
short_description: A Media Gallery Explorer for Gradio UI
colorFrom: pink
colorTo: yellow
sdk: gradio
pinned: false
app_file: space.py
---
# `gradio_mediagallery`
<img alt="Static Badge" src="https://img.shields.io/badge/version%20-%200.0.9%20-%20blue"> <a href="https://huggingface.co/spaces/elismasilva/gradio_mediagallery"><img src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Demo-blue"></a><p><span>💻 <a href='https://github.com/DEVAIEXP/gradio_component_mediagallery'>Component GitHub Code</a></span></p>
Media Gallery Explorer with Metadata Image Extraction for Gradio UI
## Installation
```bash
pip install gradio_mediagallery
```
## Usage
```python
from typing import Any, List
import gradio as gr
from gradio_folderexplorer import FolderExplorer
from gradio_folderexplorer.helpers import load_media_from_folder
from gradio_mediagallery import MediaGallery
from gradio_mediagallery.helpers import transfer_metadata
# Configuration constant for the root directory containing media files
ROOT_DIR_PATH = "./src/examples"
def handle_load_metadata(image_data: gr.EventData) -> List[Any]:
"""
Processes image metadata by calling the `transfer_metadata` helper.
Args:
image_data (gr.EventData): Event data containing metadata from the MediaGallery component.
Returns:
List[Any]: A list of values to populate the output fields, or skipped updates if no data is provided.
"""
if not image_data or not hasattr(image_data, "_data"):
return [gr.skip()] * len(output_fields)
return transfer_metadata(
output_fields=output_fields,
metadata=image_data._data,
remove_prefix_from_keys=True
)
# UI layout and logic
with gr.Blocks(theme=gr.themes.Ocean()) as demo:
"""
A Gradio interface for browsing and displaying media files with metadata extraction.
"""
gr.Markdown("# MediaGallery with Metadata Extraction")
gr.Markdown(
"""
**To Test:**
1. Use the **FolderExplorer** on the left to select a folder containing images with metadata.
2. Click on an image in the **Media Gallery** to open the preview mode.
3. In the preview toolbar, click the 'Info' icon (ⓘ) to open the metadata popup.
4. Click the **'Load Metadata'** button inside the popup.
5. The fields in the **Metadata Viewer** below will be populated with the data from the image.
"""
)
with gr.Row(equal_height=True):
with gr.Column(scale=1, min_width=300):
folder_explorer = FolderExplorer(
label="Select a Folder",
root_dir=ROOT_DIR_PATH,
value=ROOT_DIR_PATH
)
with gr.Column(scale=3):
gallery = MediaGallery(
label="Media in Folder",
columns=6,
height="auto",
preview=False,
show_download_button=False,
only_custom_metadata=False,
popup_metadata_width="40%",
)
gr.Markdown("## Metadata Viewer")
with gr.Row():
model_box = gr.Textbox(label="Model")
fnumber_box = gr.Textbox(label="FNumber")
iso_box = gr.Textbox(label="ISOSpeedRatings")
s_churn = gr.Slider(label="Schurn", minimum=0.0, maximum=1.0, step=0.01)
description_box = gr.Textbox(label="Description", lines=2)
# Event handling
output_fields = [
model_box,
fnumber_box,
iso_box,
s_churn,
description_box
]
# Populate the gallery when the folder changes
folder_explorer.change(
fn=load_media_from_folder,
inputs=folder_explorer,
outputs=gallery
)
# Populate the gallery on initial load
demo.load(
fn=load_media_from_folder,
inputs=folder_explorer,
outputs=gallery
)
# Handle the load_metadata event from MediaGallery
gallery.load_metadata(
fn=handle_load_metadata,
inputs=None,
outputs=output_fields
)
if __name__ == "__main__":
"""
Launches the Gradio interface in debug mode.
"""
demo.launch(debug=True)
```
## `MediaGallery`
### 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
Sequence[
np.ndarray | PIL.Image.Image | str | Path | tuple
]
| Callable
| None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">Initial list of images or videos, or a function to generate them.</td>
</tr>
<tr>
<td align="left"><code>file_types</code></td>
<td align="left" style="width: 25%;">
```python
list[str] | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">List of allowed file extensions or types for uploads (e.g., ['image', '.mp4']).</td>
</tr>
<tr>
<td align="left"><code>label</code></td>
<td align="left" style="width: 25%;">
```python
str | I18nData | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">Label displayed above the component.</td>
</tr>
<tr>
<td align="left"><code>every</code></td>
<td align="left" style="width: 25%;">
```python
Timer | float | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">Interval or Timer to refresh `value` if it's a function.</td>
</tr>
<tr>
<td align="left"><code>inputs</code></td>
<td align="left" style="width: 25%;">
```python
Component | Sequence[Component] | set[Component] | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">Components used as inputs to recalculate `value` if it's a function.</td>
</tr>
<tr>
<td align="left"><code>show_label</code></td>
<td align="left" style="width: 25%;">
```python
bool | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">Whether to display 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 place the component in a padded container.</td>
</tr>
<tr>
<td align="left"><code>scale</code></td>
<td align="left" style="width: 25%;">
```python
int | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">Relative size compared to adjacent components.</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 pixel width of the component.</td>
</tr>
<tr>
<td align="left"><code>visible</code></td>
<td align="left" style="width: 25%;">
```python
bool | Literal["hidden"]
```
</td>
<td align="left"><code>True</code></td>
<td align="left">Whether the component is visible or hidden.</td>
</tr>
<tr>
<td align="left"><code>elem_id</code></td>
<td align="left" style="width: 25%;">
```python
str | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">HTML ID for the component.</td>
</tr>
<tr>
<td align="left"><code>elem_classes</code></td>
<td align="left" style="width: 25%;">
```python
list[str] | str | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">HTML classes for the component.</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 the component in the Blocks context.</td>
</tr>
<tr>
<td align="left"><code>key</code></td>
<td align="left" style="width: 25%;">
```python
int | str | tuple[int | str, ...] | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">Identifier for preserving component state across re-renders.</td>
</tr>
<tr>
<td align="left"><code>preserved_by_key</code></td>
<td align="left" style="width: 25%;">
```python
list[str] | str | None
```
</td>
<td align="left"><code>"value"</code></td>
<td align="left">Parameters to preserve during re-renders.</td>
</tr>
<tr>
<td align="left"><code>columns</code></td>
<td align="left" style="width: 25%;">
```python
int | None
```
</td>
<td align="left"><code>2</code></td>
<td align="left">Number of columns in the grid.</td>
</tr>
<tr>
<td align="left"><code>rows</code></td>
<td align="left" style="width: 25%;">
```python
int | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">Number of rows in the grid.</td>
</tr>
<tr>
<td align="left"><code>height</code></td>
<td align="left" style="width: 25%;">
```python
int | float | str | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">Height of the gallery in pixels or CSS units.</td>
</tr>
<tr>
<td align="left"><code>allow_preview</code></td>
<td align="left" style="width: 25%;">
```python
bool
```
</td>
<td align="left"><code>True</code></td>
<td align="left">Whether images can be enlarged on click.</td>
</tr>
<tr>
<td align="left"><code>preview</code></td>
<td align="left" style="width: 25%;">
```python
bool | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">Whether to start in preview mode (requires allow_preview=True).</td>
</tr>
<tr>
<td align="left"><code>selected_index</code></td>
<td align="left" style="width: 25%;">
```python
int | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">Index of the initially selected media item.</td>
</tr>
<tr>
<td align="left"><code>object_fit</code></td>
<td align="left" style="width: 25%;">
```python
Literal[
"contain", "cover", "fill", "none", "scale-down"
]
| None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">CSS object-fit for thumbnails ("contain", "cover", etc.).</td>
</tr>
<tr>
<td align="left"><code>show_share_button</code></td>
<td align="left" style="width: 25%;">
```python
bool | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">Whether to show a share button (auto-enabled on Hugging Face Spaces).</td>
</tr>
<tr>
<td align="left"><code>show_download_button</code></td>
<td align="left" style="width: 25%;">
```python
bool | None
```
</td>
<td align="left"><code>True</code></td>
<td align="left">Whether to show a download button for the selected media.</td>
</tr>
<tr>
<td align="left"><code>interactive</code></td>
<td align="left" style="width: 25%;">
```python
bool | None
```
</td>
<td align="left"><code>None</code></td>
<td align="left">Whether the gallery allows uploads.</td>
</tr>
<tr>
<td align="left"><code>type</code></td>
<td align="left" style="width: 25%;">
```python
Literal["numpy", "pil", "filepath"]
```
</td>
<td align="left"><code>"filepath"</code></td>
<td align="left">Format for images passed to the prediction function ("numpy", "pil", "filepath").</td>
</tr>
<tr>
<td align="left"><code>show_fullscreen_button</code></td>
<td align="left" style="width: 25%;">
```python
bool
```
</td>
<td align="left"><code>True</code></td>
<td align="left">Whether to show a fullscreen button.</td>
</tr>
<tr>
<td align="left"><code>only_custom_metadata</code></td>
<td align="left" style="width: 25%;">
```python
bool
```
</td>
<td align="left"><code>True</code></td>
<td align="left">Whether to filter out technical EXIF metadata in the popup.</td>
</tr>
<tr>
<td align="left"><code>popup_metadata_width</code></td>
<td align="left" style="width: 25%;">
```python
int | str
```
</td>
<td align="left"><code>500</code></td>
<td align="left">Width of the metadata popup (pixels or CSS string).</td>
</tr>
</tbody></table>
### Events
| name | description |
|:-----|:------------|
| `select` | Event listener for when the user selects or deselects the MediaGallery. Uses event data gradio.SelectData to carry `value` referring to the label of the MediaGallery, and `selected` to refer to state of the MediaGallery. See EventData documentation on how to use this event data |
| `change` | Triggered when the value of the MediaGallery 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. |
| `delete` | This listener is triggered when the user deletes and item from the MediaGallery. Uses event data gradio.DeletedFileData to carry `value` referring to the file that was deleted as an instance of FileData. See EventData documentation on how to use this event data |
| `preview_close` | Triggered when the MediaGallery preview is closed by the user. |
| `preview_open` | Triggered when the MediaGallery preview is opened by the user. |
| `load_metadata` | Triggered when the user clicks the 'Load Metadata' button in the metadata popup. Returns a dictionary of image metadata. |
### 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.
- **As output:** Is passed, list of tuples containing file paths and captions, or None if payload is None.
- **As input:** Should return, list of media items (images, videos, or tuples with captions).
```python
def predict(
value: Any
) -> list | None:
return value
```
|