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Upload 3 files
Browse files- app.py +82 -0
- requirements.txt +1 -0
- test_data.json +10 -0
app.py
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import gradio as gr
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import json
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import os
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DATA_FILE = "./test_data.json"
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SAVE_FILE = "./annotations.jsonl"
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with open(DATA_FILE, "r", encoding="utf-8") as f:
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data = json.load(f)
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if not os.path.exists(SAVE_FILE):
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with open(SAVE_FILE, "w", encoding="utf-8") as f:
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pass
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def annotate(index, score, comment, annotator):
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entry = data[index]
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record = {
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"index": index,
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"annotator": annotator,
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"source": entry["source"],
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"hypothesis": entry["hypothesis"],
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"score": score,
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"comment": comment
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}
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save_path = f"./annotations_{annotator}.jsonl"
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with open(save_path, "a", encoding="utf-8") as f:
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f.write(json.dumps(record, ensure_ascii=False) + "\n")
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completed = index + 1
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if completed >= len(data):
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return (
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"🎉 All samples annotated!",
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index,
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f"✅ Completed {completed}/{len(data)} samples.",
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gr.update(interactive=False),
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gr.update(interactive=False),
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gr.update(interactive=False),
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gr.update(interactive=False)
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)
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next_index = index + 1
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progress = f"{completed}/{len(data)} annotated by {annotator}"
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return (
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"✅ Saved",
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next_index,
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progress,
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gr.update(interactive=True),
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gr.update(interactive=True),
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gr.update(interactive=True),
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gr.update(interactive=True)
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)
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def load_sample(i):
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entry = data[i]
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return entry["source"], entry["hypothesis"]
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with gr.Blocks() as demo:
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gr.Markdown("## Direct Assessment Annotation")
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with gr.Row():
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annotator = gr.Textbox(label="Annotator ID", placeholder="Enter your name or ID", value="annotator_1")
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progress = gr.Textbox(label="Progress", interactive=False)
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idx = gr.Number(value=0, visible=False)
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source = gr.Textbox(label="Source Sentence", interactive=False)
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hyp = gr.Textbox(label="Machine Translation", interactive=False)
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score = gr.Slider(0, 100, step=1, label="Translation Quality Score")
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comment = gr.Textbox(lines=2, placeholder="Optional comment...", label="Comment")
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output = gr.Textbox(label="Status", interactive=False)
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next_button = gr.Button("Submit and Next")
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next_button.click(
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fn=annotate,
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inputs=[idx, score, comment, annotator],
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outputs=[output, idx, progress, score, comment, next_button, annotator]
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)
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idx.change(fn=load_sample, inputs=idx, outputs=[source, hyp])
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demo.load(fn=load_sample, inputs=[idx], outputs=[source, hyp])
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demo.launch()
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requirements.txt
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gradio==5.23.3
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test_data.json
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@@ -0,0 +1,10 @@
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[
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{
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"source": "The weather is nice today.",
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"hypothesis": "Il fait beau aujourd'hui."
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},
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{
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"source": "I would like a cup of coffee.",
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"hypothesis": "Je veux une tasse de café."
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}
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]
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