renaming folder

import json

def read_json_file(file_path):

    with open(file_path, 'r', encoding='utf-8') as file:

        return json.load(file)

def extract_dialogue_info(dialogues):

    formatted_dialogues = []

    for dialogue in dialogues:

        services_involved = set()

        service_details = {}

        for turn in dialogue["turns"]:

            if turn["speaker"] == "USER":

                for frame in turn.get("frames", []):

                    service = frame["service"]

                    if "state" in frame:

                        intent = frame["state"].get("active_intent", "NONE")

                        slot_values = frame["state"].get("slot_values", {})

                        # Skip services with no actions or empty preferences

                        if intent == "NONE" and not slot_values:

                            continue

                        services_involved.add(service)

                        # Consolidate information for each service type

                        if service not in service_details:

                            service_details[service] = {

                                "Service Type": service,

                                "Actions": set(),

                                "Preferences": {}

                            }

                        service_details[service]["Actions"].add(intent)

                        for key, value in slot_values.items():

                            if key not in service_details[service]["Preferences"]:

                                service_details[service]["Preferences"][key] = set()

                            service_details[service]["Preferences"][key].update(value)

        # Format the details for each service

        for details in service_details.values():

            details["Actions"] = list(details["Actions"])

            for key in details["Preferences"]:

                details["Preferences"][key] = list(details["Preferences"][key])

        dialogue_info = {

            "Dialogue ID": dialogue['dialogue_id'],

            "Services Involved": list(services_involved),

            "Service Details": list(service_details.values())

        }

        formatted_dialogues.append(dialogue_info)

    return formatted_dialogues

def write_to_file(filename, data):

    with open(filename, 'w', encoding='utf-8') as file:

        json.dump(data, file, indent=4)

file_path = 'data/multiwoz_2.2/train/dialogues_001 (1).json'

dialogues = read_json_file(file_path)

formatted_dialogues = extract_dialogue_info(dialogues)

output_file = 'formatted_dialogues.json'

write_to_file(output_file, formatted_dialogues)