Update app.py
Browse files
app.py
CHANGED
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@@ -108,19 +108,27 @@ def load_dataset_from_zip(zip_file_path):
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print(f"Error loading dataset: {e}")
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return None, []
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def display_dataset_html(dataset):
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if dataset:
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-
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image_data = entry['image']
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prompt = entry['prompt']
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html_content += f"""
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<div style="display: flex; align-items: center; margin-
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<div style="
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<img src="{image_data}" alt="Image {idx}" style="max-height:
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<div>{prompt}</div>
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</div>
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"""
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return html_content
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else:
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return "<div>No entries in dataset.</div>"
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@@ -129,9 +137,9 @@ with gr.Blocks() as demo:
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gr.Markdown("<h1 style='text-align: center; margin-bottom: 20px;'>Dataset Builder</h1>")
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datasets = gr.State({})
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current_dataset_name = gr.State("")
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dataset_selector = gr.Dropdown(label="Select Dataset", interactive=True)
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entry_selector = gr.Dropdown(label="Select Entry to Edit/Delete")
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dataset_html = gr.HTML()
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message_box = gr.Textbox(interactive=False, label="Message")
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with gr.Tab("Create / Upload Dataset"):
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@@ -179,17 +187,17 @@ with gr.Blocks() as demo:
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def select_dataset(dataset_name, datasets):
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if dataset_name in datasets:
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dataset = datasets[dataset_name]
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html_content = display_dataset_html(dataset)
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# Update entry_selector options
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entry_options = [f"{idx}: {entry['prompt'][:30]}" for idx, entry in enumerate(dataset)]
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return dataset_name, gr.update(value=html_content), gr.update(choices=entry_options), ""
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else:
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return "", gr.update(value="<div>Select a dataset.</div>"), gr.update(choices=[]), ""
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dataset_selector.change(
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select_dataset,
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inputs=[dataset_selector, datasets],
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outputs=[current_dataset_name,
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)
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with gr.Tab("Add Entry"):
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@@ -200,9 +208,9 @@ with gr.Blocks() as demo:
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def add_entry(image_data, prompt, current_dataset_name, datasets):
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if not current_dataset_name:
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return datasets, gr.update(), gr.update(), "No dataset selected."
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if image_data is None or not prompt:
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return datasets, gr.update(), gr.update(), "Please provide both an image and a prompt."
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# Convert image_data to base64
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image = Image.fromarray(image_data.astype('uint8'))
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buffered = BytesIO()
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@@ -211,15 +219,17 @@ with gr.Blocks() as demo:
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img_data = f"data:image/png;base64,{img_str}"
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datasets[current_dataset_name].append({'image': img_data, 'prompt': prompt})
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dataset = datasets[current_dataset_name]
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-
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# Update entry_selector options
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entry_options = [f"{idx}: {entry['prompt'][:30]}" for idx, entry in enumerate(dataset)]
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return datasets, gr.update(value=html_content), gr.update(choices=entry_options), f"Entry added to dataset '{current_dataset_name}'."
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add_button.click(
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add_entry,
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inputs=[image_input, prompt_input, current_dataset_name, datasets],
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outputs=[datasets,
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)
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with gr.Tab("Edit / Delete Entry"):
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@@ -250,42 +260,42 @@ with gr.Blocks() as demo:
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outputs=[selected_image, selected_prompt]
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)
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def edit_entry(entry_option, new_prompt, current_dataset_name, datasets):
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if not current_dataset_name:
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return datasets, gr.update(), gr.update(), gr.update(), "No dataset selected."
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if not entry_option or not new_prompt.strip():
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return datasets, gr.update(), gr.update(), gr.update(), "Please select an entry and provide a new prompt."
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index = int(entry_option.split(":")[0])
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datasets[current_dataset_name][index]['prompt'] = new_prompt
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dataset = datasets[current_dataset_name]
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html_content = display_dataset_html(dataset)
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# Update entry_selector options
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entry_options = [f"{idx}: {entry['prompt'][:30]}" for idx, entry in enumerate(dataset)]
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return datasets, gr.update(value=html_content), gr.update(choices=entry_options), gr.update(value=""), f"Entry {index} updated."
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edit_button.click(
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edit_entry,
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inputs=[entry_selector, new_prompt_input, current_dataset_name, datasets],
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outputs=[datasets,
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)
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def delete_entry(entry_option, current_dataset_name, datasets):
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if not current_dataset_name:
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return datasets, gr.update(), gr.update(), gr.update(), gr.update(), "No dataset selected."
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if not entry_option:
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return datasets, gr.update(), gr.update(), gr.update(), gr.update(), "Please select an entry to delete."
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index = int(entry_option.split(":")[0])
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del datasets[current_dataset_name][index]
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dataset = datasets[current_dataset_name]
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html_content = display_dataset_html(dataset)
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# Update entry_selector options
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entry_options = [f"{idx}: {entry['prompt'][:30]}" for idx, entry in enumerate(dataset)]
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return datasets, gr.update(value=html_content), gr.update(choices=entry_options), gr.update(value=None), gr.update(value=""), f"Entry {index} deleted."
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delete_button.click(
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delete_entry,
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inputs=[entry_selector, current_dataset_name, datasets],
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outputs=[datasets,
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)
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with gr.Tab("Download Dataset"):
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@@ -310,6 +320,40 @@ with gr.Blocks() as demo:
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outputs=[download_output, message_box]
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)
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# Initialize dataset_selector and entry_selector
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def initialize_components(datasets):
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return gr.update(choices=list(datasets.keys())), gr.update(choices=[])
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print(f"Error loading dataset: {e}")
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return None, []
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def display_dataset_html(dataset, page_number=0, items_per_page=5):
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if dataset:
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start_idx = page_number * items_per_page
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end_idx = start_idx + items_per_page
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dataset_slice = dataset[start_idx:end_idx]
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total_pages = (len(dataset) - 1) // items_per_page + 1
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html_content = '''
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<div style="display: flex; overflow-x: auto; padding: 10px; border: 1px solid #ccc;">
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'''
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for idx_offset, entry in enumerate(dataset_slice):
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idx = start_idx + idx_offset
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image_data = entry['image']
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prompt = entry['prompt']
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html_content += f"""
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<div style="display: flex; flex-direction: column; align-items: center; margin-right: 20px;">
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<div style="margin-bottom: 5px;">{idx}</div>
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<img src="{image_data}" alt="Image {idx}" style="max-height: 150px;"/>
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<div style="max-width: 150px; word-wrap: break-word; text-align: center;">{prompt}</div>
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</div>
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"""
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html_content += '</div>'
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return html_content
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else:
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return "<div>No entries in dataset.</div>"
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gr.Markdown("<h1 style='text-align: center; margin-bottom: 20px;'>Dataset Builder</h1>")
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datasets = gr.State({})
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current_dataset_name = gr.State("")
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current_page_number = gr.State(0)
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dataset_selector = gr.Dropdown(label="Select Dataset", interactive=True)
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entry_selector = gr.Dropdown(label="Select Entry to Edit/Delete")
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message_box = gr.Textbox(interactive=False, label="Message")
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with gr.Tab("Create / Upload Dataset"):
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def select_dataset(dataset_name, datasets):
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if dataset_name in datasets:
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dataset = datasets[dataset_name]
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html_content = display_dataset_html(dataset, page_number=0)
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# Update entry_selector options
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entry_options = [f"{idx}: {entry['prompt'][:30]}" for idx, entry in enumerate(dataset)]
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return dataset_name, 0, gr.update(value=html_content), gr.update(choices=entry_options), ""
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else:
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return "", 0, gr.update(value="<div>Select a dataset.</div>"), gr.update(choices=[]), ""
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dataset_selector.change(
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select_dataset,
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inputs=[dataset_selector, datasets],
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outputs=[current_dataset_name, current_page_number, gr.HTML(), entry_selector, message_box]
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)
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with gr.Tab("Add Entry"):
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def add_entry(image_data, prompt, current_dataset_name, datasets):
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if not current_dataset_name:
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return datasets, gr.update(), gr.update(), gr.update(), "No dataset selected."
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if image_data is None or not prompt:
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return datasets, gr.update(), gr.update(), gr.update(), "Please provide both an image and a prompt."
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# Convert image_data to base64
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image = Image.fromarray(image_data.astype('uint8'))
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buffered = BytesIO()
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img_data = f"data:image/png;base64,{img_str}"
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datasets[current_dataset_name].append({'image': img_data, 'prompt': prompt})
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dataset = datasets[current_dataset_name]
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# Reset page number to 0 when a new entry is added
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page_number = 0
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html_content = display_dataset_html(dataset, page_number=page_number)
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# Update entry_selector options
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entry_options = [f"{idx}: {entry['prompt'][:30]}" for idx, entry in enumerate(dataset)]
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return datasets, page_number, gr.update(value=html_content), gr.update(choices=entry_options), f"Entry added to dataset '{current_dataset_name}'."
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add_button.click(
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add_entry,
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inputs=[image_input, prompt_input, current_dataset_name, datasets],
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outputs=[datasets, current_page_number, gr.HTML(), entry_selector, message_box]
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)
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with gr.Tab("Edit / Delete Entry"):
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outputs=[selected_image, selected_prompt]
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)
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def edit_entry(entry_option, new_prompt, current_dataset_name, datasets, current_page_number):
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if not current_dataset_name:
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return datasets, gr.update(), gr.update(), gr.update(), gr.update(), "No dataset selected."
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if not entry_option or not new_prompt.strip():
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return datasets, gr.update(), gr.update(), gr.update(), gr.update(), "Please select an entry and provide a new prompt."
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index = int(entry_option.split(":")[0])
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datasets[current_dataset_name][index]['prompt'] = new_prompt
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dataset = datasets[current_dataset_name]
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html_content = display_dataset_html(dataset, page_number=current_page_number)
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# Update entry_selector options
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entry_options = [f"{idx}: {entry['prompt'][:30]}" for idx, entry in enumerate(dataset)]
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return datasets, gr.update(value=html_content), gr.update(choices=entry_options), gr.update(value=""), gr.update(), f"Entry {index} updated."
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edit_button.click(
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edit_entry,
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inputs=[entry_selector, new_prompt_input, current_dataset_name, datasets, current_page_number],
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outputs=[datasets, gr.HTML(), entry_selector, new_prompt_input, message_box]
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)
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def delete_entry(entry_option, current_dataset_name, datasets, current_page_number):
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if not current_dataset_name:
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return datasets, gr.update(), gr.update(), gr.update(), gr.update(), gr.update(), "No dataset selected."
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if not entry_option:
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return datasets, gr.update(), gr.update(), gr.update(), gr.update(), gr.update(), "Please select an entry to delete."
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index = int(entry_option.split(":")[0])
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del datasets[current_dataset_name][index]
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dataset = datasets[current_dataset_name]
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html_content = display_dataset_html(dataset, page_number=current_page_number)
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# Update entry_selector options
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entry_options = [f"{idx}: {entry['prompt'][:30]}" for idx, entry in enumerate(dataset)]
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return datasets, gr.update(value=html_content), gr.update(choices=entry_options), gr.update(value=None), gr.update(value=""), message_box, f"Entry {index} deleted."
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delete_button.click(
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delete_entry,
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inputs=[entry_selector, current_dataset_name, datasets, current_page_number],
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outputs=[datasets, gr.HTML(), entry_selector, selected_image, selected_prompt, message_box]
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)
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with gr.Tab("Download Dataset"):
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outputs=[download_output, message_box]
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)
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# Dataset Viewer and Pagination Controls at the Bottom
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with gr.Column():
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gr.Markdown("### Dataset Viewer")
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dataset_html = gr.HTML()
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with gr.Row():
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prev_button = gr.Button("Previous Page")
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next_button = gr.Button("Next Page")
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def change_page(action, current_page_number, datasets, current_dataset_name):
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if not current_dataset_name:
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return current_page_number, gr.update(), "No dataset selected."
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dataset = datasets[current_dataset_name]
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total_pages = (len(dataset) - 1) // 5 + 1
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if action == "next":
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if current_page_number + 1 < total_pages:
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current_page_number += 1
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elif action == "prev":
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if current_page_number > 0:
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current_page_number -= 1
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html_content = display_dataset_html(dataset, page_number=current_page_number)
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return current_page_number, gr.update(value=html_content), ""
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prev_button.click(
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change_page,
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inputs=["prev", current_page_number, datasets, current_dataset_name],
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outputs=[current_page_number, dataset_html, message_box]
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)
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next_button.click(
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change_page,
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inputs=["next", current_page_number, datasets, current_dataset_name],
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outputs=[current_page_number, dataset_html, message_box]
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)
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# Initialize dataset_selector and entry_selector
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def initialize_components(datasets):
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return gr.update(choices=list(datasets.keys())), gr.update(choices=[])
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