upload

import json

def extract_info_from_dialogue(dialogue):

    """Extracts service information and utterances from a single dialogue."""

    knowledge_base = dialogue['services']

    utterances_list = []

    # Extracting service information where active_intent is not NONE

    active_services = [frame['service'] for turn in dialogue['turns'] for frame in turn.get('frames', []) if frame.get('state', {}).get('active_intent') != "NONE"]

    for turn in dialogue['turns']:

        speaker_utterance = f"{turn['speaker']}: {turn['utterance']}"

        utterances_list.append(speaker_utterance)

    return {

        "knowledge_base": knowledge_base,

        "active_services": active_services,

        "utterances_list": utterances_list

    }

# Input the filename from the user

filename = "dialogues.json"

# Load the data from the file

with open(filename, 'r') as file:

    data = json.load(file)

# Process and save each dialogue separately

for i, dialogue in enumerate(data):

    extracted_info = extract_info_from_dialogue(dialogue)

    output_filename = f"extracted_dialogue_{i + 1}.txt"

    # Format the extracted information and save it to a text file

    with open(output_filename, 'w') as outfile:

        outfile.write("Knowledge Base: " + ', '.join(extracted_info['knowledge_base']) + '\n')

        outfile.write("Active Services: " + ', '.join(extracted_info['active_services']) + '\n\n')

        outfile.write('\n'.join(extracted_info['utterances_list']))

    print(f"Saved extracted data for dialogue {i + 1} to {output_filename}")

import json

def extract_active_frames_from_dialogue(dialogue):

    """Extracts frames with active intents from a single dialogue."""

    # Extract frames where active_intent is not NONE

    active_frames = [frame for turn in dialogue['turns'] for frame in turn.get('frames', []) if

                     frame.get('state', {}).get('active_intent') != "NONE"]

    return active_frames

def format_frame(frame):

    # Extract primary information

    service = frame.get('service', 'Unknown Service')

    active_intent = frame.get('state', {}).get('active_intent', 'Unknown Intent')

    # Start with the service and intent

    formatted_info = f"Service: {service}\nIntent: {active_intent}\n"

    # Extract slots and their values

    for slot in frame.get('slots', []):

        slot_name = slot.get('slot', 'Unknown Slot')

        value = slot.get('value', 'Unknown Value')

        start = slot.get('start', '??')

        end = slot.get('exclusive_end', '??')

        formatted_info += f"    Slot: {slot_name} -> {value} (Position: {start}-{end})\n"

    # Extract slot values from state

    slot_values = frame.get('state', {}).get('slot_values', {})

    if slot_values:

        formatted_info += "    Slot Values:\n"

        for key, values in slot_values.items():

            formatted_info += f"        {key} -> {', '.join(values)}\n"

    return formatted_info

# Input the filename from the user

filename = "dialogues.json"

# Load the data from the file

with open(filename, 'r') as file:

    data = json.load(file)

# Process and save each dialogue's frames separately

for i, dialogue in enumerate(data):

    extracted_frames = extract_active_frames_from_dialogue(dialogue)

    if extracted_frames:  # Only save if there are active frames

        formatted_text = ""

        for frame in extracted_frames:

            formatted_text += format_frame(frame)

            formatted_text += '-' * 50 + '\n'  # Separate frames

        output_filename = f"formatted_frames_dialogue_{i + 1}.txt"

        # Save the formatted text to a file

        with open(output_filename, 'w') as outfile:

            outfile.write(formatted_text)

        print(f"Saved formatted frames for dialogue {i + 1} to {output_filename}")