import json
import numpy as np
import random
import uuid


def load_from_jsonl(filename, n=np.inf):
    data = []
    with open(filename, 'r') as file:
        for i, line in enumerate(file):
            if i >= n:  # stop after reading n lines
                break
            data.append(json.loads(line))
    return data


def append_id(conversations_no_id):
    conversations = []
    for conversation in conversations_no_id:
        conversations.append({
            'conv_id': uuid.uuid4().hex,
            'transcript': conversation['transcript']
        })
    return conversations


def save_to_jsonl(data, filename):
    with open(filename, 'w') as file:
        for item in data:
            json_line = json.dumps(item)
            file.write(json_line + '\n')


def get_conversation(conversation_data):
    conv = random.choice(conversation_data)
    return conv


def pad_transcript(transcript, max_length):
    padding_count = max_length - len(transcript)
    if padding_count > 0:
        for _ in range(padding_count):
            transcript.append({'speaker': '', 'response': ''})
    return transcript


def get_last_response(transcript):
    for turn in reversed(transcript):
        if turn['speaker'] and turn['response']:
            return turn['response']