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Delete app_quantity.py
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app_quantity.py
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import gradio as gr
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import os
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from gradio_interfaces.conversation_labeling.interface_utils import *
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maxim = 'quantity'
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submaxims = ["The response provides a sufficient amount of information.",
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"The response does not contain unnecessary details."]
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checkbox_choices = [
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["Yes", "No", "NA"],
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["Yes", "No", "NA"]
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]
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conversation_data = load_from_jsonl('./unlabeled/conversations_unlabeled.jsonl')
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max_conversation_length = max([len(conversation['transcript']) for conversation in conversation_data])
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conversation = get_conversation(conversation_data)
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def save_labels(conv_id, skipped, submaxim_0=None, submaxim_1=None):
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data = {
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'conv_id': conv_id,
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'maxim': maxim,
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'skipped': skipped,
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'submaxim_0': submaxim_0,
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'submaxim_1': submaxim_1,
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}
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os.makedirs("./labels", exist_ok=True)
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with open(f"./labels/{maxim}_human_labels_{conv_id}.json", 'w') as f:
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json.dump(data, f, indent=4)
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def update_interface(new_conversation):
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new_conv_id = new_conversation['conv_id']
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new_transcript = pad_transcript(new_conversation['transcript'], max_conversation_length)
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markdown_blocks = [None] * max_conversation_length
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for i in range(max_conversation_length):
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if new_transcript[i]['speaker'] != '':
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markdown_blocks[i] = gr.Markdown(f""" **{new_transcript[i]['speaker']}**: {new_transcript[i]['response']}""",
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visible=True)
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else:
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markdown_blocks[i] = gr.Markdown("", visible=False)
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new_last_response = gr.Text(value=get_last_response(new_transcript),
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label="",
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lines=1,
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container=False,
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interactive=False,
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autoscroll=True,
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visible=True)
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new_radio_0_base = gr.Radio(label=submaxims[0],
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choices=checkbox_choices[0],
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value=None,
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visible=True)
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new_radio_1_base = gr.Radio(label=submaxims[1],
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choices=checkbox_choices[1],
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value=None,
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visible=True)
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conv_len = gr.Number(value=len(new_transcript), visible=False)
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return [new_conv_id] + list(markdown_blocks) + [new_last_response] + [new_radio_0_base] + [new_radio_1_base] + [conv_len]
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def submit(*args):
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conv_id = args[0]
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submaxim_0 = args[-3]
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submaxim_1 = args[-2]
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save_labels(conv_id, skipped=False, submaxim_0=submaxim_0, submaxim_1=submaxim_1)
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new_conversation = get_conversation(conversation_data)
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return update_interface(new_conversation)
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def skip(*args):
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conv_id = args[0]
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save_labels(conv_id, skipped=True)
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new_conversation = get_conversation(conversation_data)
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return update_interface(new_conversation)
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with gr.Blocks(theme=gr.themes.Default()) as interface:
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conv_id = conversation['conv_id']
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transcript = conversation['transcript']
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conv_len = gr.Number(value=len(transcript), visible=False)
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padded_transcript = pad_transcript(transcript, max_conversation_length)
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markdown_blocks = [None] * max_conversation_length
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with gr.Column(scale=1, min_width=600):
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with gr.Group():
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gr.Markdown("""<span style='font-size: 16px;'> **Conversational context** </span>""",
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visible=True)
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for i in range(max_conversation_length):
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markdown_blocks[i] = gr.Markdown(f""" **{padded_transcript[i]['speaker']}**: {padded_transcript[i]['response']}""")
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if i >= conv_len.value:
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markdown_blocks[i].visible = False
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with gr.Row():
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with gr.Group(elem_classes="bottom-aligned-group"):
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speaker_adapted = gr.Markdown(
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f"""<span style='font-size: 16px;'> **Response to label** </span>""",
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visible=True)
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last_response = gr.Textbox(value=get_last_response(transcript),
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label="",
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lines=1,
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container=False,
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interactive=False,
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autoscroll=True,
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visible=True)
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radio_submaxim_0_base = gr.Radio(label=submaxims[0],
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choices=checkbox_choices[0],
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value=None,
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visible=True)
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radio_submaxim_1_base = gr.Radio(label=submaxims[1],
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choices=checkbox_choices[1],
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value=None,
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visible=True)
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submit_button = gr.Button("Submit")
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skip_button = gr.Button("Skip")
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conv_id_element = gr.Text(value=conv_id, visible=False)
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input_list = [conv_id_element] + \
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markdown_blocks + \
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[last_response] + \
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[radio_submaxim_0_base] + \
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[radio_submaxim_1_base] + \
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[conv_len]
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submit_button.click(
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fn=submit,
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inputs=input_list,
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outputs=[conv_id_element,
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*markdown_blocks,
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last_response,
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radio_submaxim_0_base,
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radio_submaxim_1_base,
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conv_len]
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)
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skip_button.click(
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fn=skip,
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inputs=input_list,
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outputs=[conv_id_element,
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*markdown_blocks,
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last_response,
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radio_submaxim_0_base,
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radio_submaxim_1_base,
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conv_len]
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)
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css = """
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#textbox_id textarea {
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background-color: white;
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}
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.bottom-aligned-group {
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display: flex;
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flex-direction: column;
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justify-content: flex-end;
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height: 100%;
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}
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"""
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interface.css = css
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interface.launch()
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