local-llm-server/other/tests/stream.py

import asyncio
import json
import os
import sys
import time
from pathlib import Path

try:
    import websockets
except ImportError:
    print("Websockets package not found. Make sure it's installed.")

script_path = os.path.dirname(os.path.realpath(__file__))


def parse_bash_config(file_path):
    config = {}
    with open(file_path, 'r') as f:
        for line in f:
            if line.startswith('#') or '=' not in line:
                continue
            key, value = line.strip().split('=', 1)
            if value.startswith('"') and value.endswith('"'):
                value = value[1:-1]
            elif value.startswith('(') and value.endswith(')'):
                value = value[1:-1].split()
                value = [v.strip('"') for v in value]
            config[key] = value
    return config


config = parse_bash_config(Path(script_path, 'config.sh'))


async def run(context):
    request = {
        'prompt': context,
        'max_new_tokens': 250,
        'auto_max_new_tokens': False,
        'max_tokens_second': 0,
        'preset': 'None',
        'do_sample': True,
        'temperature': 0.7,
        'top_p': 0.1,
        'typical_p': 1,
        'epsilon_cutoff': 0,
        'eta_cutoff': 0,
        'tfs': 1,
        'top_a': 0,
        'repetition_penalty': 1.18,
        'repetition_penalty_range': 0,
        'top_k': 40,
        'min_length': 0,
        'no_repeat_ngram_size': 0,
        'num_beams': 1,
        'penalty_alpha': 0,
        'length_penalty': 1,
        'early_stopping': False,
        'mirostat_mode': 0,
        'mirostat_tau': 5,
        'mirostat_eta': 0.1,
        'guidance_scale': 1,
        'negative_prompt': '',
        'seed': -1,
        'add_bos_token': True,
        'truncation_length': 2048,
        'ban_eos_token': False,
        'custom_token_bans': '',
        'skip_special_tokens': True,
        'stopping_strings': []
    }

    socket_type = 'ws://'
    if config['HOST'].startswith('https://'):
        socket_type = 'wss://'
    config['HOST'] = config['HOST'].strip('http://')
    config['HOST'] = config['HOST'].strip('https://')

    print('Connecting to', f'{socket_type}{config["HOST"]}/api/v1/stream')
    async with websockets.connect(f'{socket_type}{config["HOST"]}/api/v1/stream', ping_interval=None) as websocket:
        await websocket.send(json.dumps(request))

        yield context  # Remove this if you just want to see the reply

        while True:
            incoming_data = await websocket.recv()
            incoming_data = json.loads(incoming_data)

            print(incoming_data)

            match incoming_data['event']:
                # case 'text_stream':
                #     yield incoming_data['text']
                case 'stream_end':
                    return


async def print_response_stream(prompt):
    # try:
    async for response in run(prompt):
        print(response, end='')
        sys.stdout.flush()  # If we don't flush, we won't see tokens in realtime.
    # except Exception as e:
    #     print(e)


if __name__ == '__main__':
    prompt = "Write a 300 word story about an apple tree.\n\n"
    while True:
        print('--> START <--')
        asyncio.run(print_response_stream(prompt))
        print('--> DONE <--')
        time.sleep(2)