mirror of
https://github.com/NovaOSS/nova-api.git
synced 2024-11-25 18:53:58 +01:00
massive cleanup of streaming (i think this works?)
This commit is contained in:
Game_Time
GitHub
parent
def26f9104
commit
3e811f3e3b
143
api/streaming.py
143
api/streaming.py
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@ -30,6 +30,33 @@ DEMO_PAYLOAD = {
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]
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}
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async def process_response(response, is_chat, chat_id, model):
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"""Proccesses chunks from streaming
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Args:
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response (_type_): The response
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is_chat (bool): If there is 'chat/completions' in path
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chat_id (_type_): ID of chat with bot
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model (_type_): What AI model it is
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"""
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async for chunk in response.content.iter_any():
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chunk = chunk.decode("utf8").strip()
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send = False
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if is_chat and '{' in chunk:
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data = json.loads(chunk.split('data: ')[1])
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chunk = chunk.replace(data['id'], chat_id)
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send = True
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if target_request['module'] == 'twa' and data.get('text'):
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chunk = await chat.create_chat_chunk(chat_id=chat_id, model=model, content=['text'])
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if (not data['choices'][0]['delta']) or data['choices'][0]['delta'] == {'role': 'assistant'}:
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send = False
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if send and chunk:
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yield chunk + '\n\n'
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async def stream(
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path: str='/v1/chat/completions',
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user: dict=None,
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@ -48,6 +75,7 @@ async def stream(
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input_tokens (int, optional): Total tokens calculated with tokenizer. Defaults to 0.
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incoming_request (starlette.requests.Request, optional): Incoming request. Defaults to None.
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"""
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is_chat = False
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is_stream = payload.get('stream', False)
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@ -55,45 +83,20 @@ async def stream(
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is_chat = True
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model = payload['model']
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# Chat completions always have the same beginning
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if is_chat and is_stream:
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chat_id = await chat.create_chat_id()
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yield await chat.create_chat_chunk(chat_id=chat_id, model=model, content=chat.CompletionStart)
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yield await chat.create_chat_chunk(chat_id=chat_id, model=model, content=None)
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chunk = await chat.create_chat_chunk(
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chat_id=chat_id,
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model=model,
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content=chat.CompletionStart
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)
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yield chunk
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json_response = {'error': 'No JSON response could be received'}
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chunk = await chat.create_chat_chunk(
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chat_id=chat_id,
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model=model,
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content=None
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)
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yield chunk
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json_response = {
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'error': 'No JSON response could be received'
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}
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# Try to get a response from the API
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for _ in range(5):
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headers = {
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'Content-Type': 'application/json'
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}
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# Load balancing
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# If the request is a chat completion, then we need to load balance between chat providers
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# If the request is an organic request, then we need to load balance between organic providers
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headers = {'Content-Type': 'application/json'}
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try:
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if is_chat:
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target_request = await load_balancing.balance_chat_request(payload)
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else:
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# "organic" means that it's not using a reverse engineered front-end, but rather ClosedAI's API directly
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# churchless.tech is an example of an organic provider, because it redirects the request to ClosedAI.
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target_request = await load_balancing.balance_organic_request({
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'method': incoming_request.method,
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'path': path,
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@ -102,46 +105,31 @@ async def stream(
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'cookies': incoming_request.cookies
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})
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except ValueError as exc:
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# Error load balancing? Send a webhook to the admins
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webhook = dhooks.Webhook(os.getenv('DISCORD_WEBHOOK__API_ISSUE'))
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webhook.send(content=f'API Issue: **`{exc}`**\nhttps://i.imgflip.com/7uv122.jpg')
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yield await errors.yield_error(
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500,
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'Sorry, the API has no working keys anymore.',
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'The admins have been messaged automatically.'
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)
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yield await errors.yield_error(500, 'Sorry, the API has no working keys anymore.', 'The admins have been messaged automatically.')
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return
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for k, v in target_request.get('headers', {}).items():
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target_request['headers'][k] = v
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target_request['headers'].update(target_request.get('headers', {}))
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if target_request['method'] == 'GET' and not payload:
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target_request['payload'] = None
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# We haven't done any requests as of right now, everything until now was just preparation
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# Here, we process the request
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async with aiohttp.ClientSession(connector=proxies.get_proxy().connector) as session:
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try:
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async with session.request(
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method=target_request.get('method', 'POST'),
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url=target_request['url'],
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data=target_request.get('data'),
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json=target_request.get('payload'),
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headers=target_request.get('headers', {}),
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cookies=target_request.get('cookies'),
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ssl=False,
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timeout=aiohttp.ClientTimeout(total=float(os.getenv('TRANSFER_TIMEOUT', '120'))),
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) as response:
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# if the answer is JSON
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if response.content_type == 'application/json':
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data = await response.json()
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# Invalidate the key if it's not working
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if data.get('code') == 'invalid_api_key':
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await provider_auth.invalidate_key(target_request.get('provider_auth'))
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continue
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@ -149,52 +137,15 @@ async def stream(
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if response.ok:
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json_response = data
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# if the answer is a stream
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if is_stream:
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try:
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response.raise_for_status()
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except Exception as exc:
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# Rate limit? Balance again
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if 'Too Many Requests' in str(exc):
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continue
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try:
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# process the response chunks
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async for chunk in response.content.iter_any():
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send = False
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chunk = f'{chunk.decode("utf8")}\n\n'
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if is_chat and '{' in chunk:
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# parse the JSON
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data = json.loads(chunk.split('data: ')[1])
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chunk = chunk.replace(data['id'], chat_id)
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send = True
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# create a custom chunk if we're using specific providers
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if target_request['module'] == 'twa' and data.get('text'):
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chunk = await chat.create_chat_chunk(
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chat_id=chat_id,
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model=model,
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content=['text']
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)
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# don't send empty/unnecessary messages
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if (not data['choices'][0]['delta']) or data['choices'][0]['delta'] == {'role': 'assistant'}:
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send = False
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# send the chunk
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if send and chunk.strip():
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final_chunk = chunk.strip().replace('data: [DONE]', '') + '\n\n'
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yield final_chunk
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except Exception as exc:
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if 'Connection closed' in str(exc):
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yield await errors.yield_error(
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500,
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'Sorry, there was an issue with the connection.',
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'Please first check if the issue on your end. If this error repeats, please don\'t heistate to contact the staff!.'
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)
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return
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async for chunk in process_response(response, is_chat, chat_id, model):
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yield chunk
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break
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@ -202,36 +153,20 @@ async def stream(
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print('[!] Proxy error:', exc)
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continue
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# Chat completions always have the same ending
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if is_chat and is_stream:
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chunk = await chat.create_chat_chunk(
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chat_id=chat_id,
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model=model,
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content=chat.CompletionStop
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)
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yield chunk
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yield await chat.create_chat_chunk(chat_id=chat_id, model=model, content=chat.CompletionStop)
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yield 'data: [DONE]\n\n'
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# If the response is JSON, then we need to yield it like this
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if not is_stream and json_response:
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yield json.dumps(json_response)
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# DONE WITH REQUEST, NOW LOGGING ETC.
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if user and incoming_request:
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await logs.log_api_request(
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user=user,
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incoming_request=incoming_request,
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target_url=target_request['url']
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)
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await logs.log_api_request(user=user, incoming_request=incoming_request, target_url=target_request['url'])
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if credits_cost and user:
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await users.update_by_id(user['_id'], {
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'$inc': {'credits': -credits_cost}
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})
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await users.update_by_id(user['_id'], {'$inc': {'credits': -credits_cost}})
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ip_address = await network.get_ip(incoming_request)
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await stats.add_date()
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await stats.add_ip_address(ip_address)
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await stats.add_path(path)
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