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_client.py
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# Copyright (c) 2025 Bytedance Ltd. and/or its affiliates
# SPDX-License-Identifier: MIT
import atexit
import hashlib
import logging
import os
import threading
from datetime import datetime
from typing import Dict, Any, List, Optional, Callable, Union
import httpx
from cozeloop.client import Client
from cozeloop._noop import NOOP_SPAN, _NoopClient
from cozeloop.entities.prompt import Prompt, Message, PromptVariable, ExecuteResult
from cozeloop.entities.stream import StreamReader
from cozeloop.internal import consts, httpclient
from cozeloop.internal.consts import ClientClosedError
from cozeloop.internal.httpclient import Auth
from cozeloop.internal.prompt import PromptProvider
from cozeloop.internal.trace import TraceProvider
from cozeloop.internal.trace.model.model import FinishEventInfo, TagTruncateConf, QueueConf
from cozeloop.internal.trace.trace import default_finish_event_processor
from cozeloop.span import SpanContext, Span
logger = logging.getLogger(__name__)
# environment keys for loop client
ENV_API_BASE_URL = "COZELOOP_API_BASE_URL"
ENV_WORKSPACE_ID = "COZELOOP_WORKSPACE_ID"
ENV_API_TOKEN = "COZELOOP_API_TOKEN"
ENV_JWT_OAUTH_CLIENT_ID = "COZELOOP_JWT_OAUTH_CLIENT_ID"
ENV_JWT_OAUTH_PRIVATE_KEY = "COZELOOP_JWT_OAUTH_PRIVATE_KEY"
ENV_JWT_OAUTH_PUBLIC_KEY_ID = "COZELOOP_JWT_OAUTH_PUBLIC_KEY_ID"
_client_cache = {}
_cache_lock = threading.Lock()
_default_client = None
_client_lock = threading.Lock()
class APIBasePath:
def __init__(
self,
trace_span_upload_path: str = None,
trace_file_upload_path: str = None,
):
self.trace_span_upload_path = trace_span_upload_path
self.trace_file_upload_path = trace_file_upload_path
def _generate_cache_key(*args) -> str:
key_str = "\t".join(str(arg) for arg in args)
return hashlib.md5(key_str.encode('utf-8')).hexdigest()
def new_client(
api_base_url: str = "",
workspace_id: str = "",
api_token: str = "",
jwt_oauth_client_id: str = "",
jwt_oauth_private_key: str = "",
jwt_oauth_public_key_id: str = "",
timeout: int = consts.DEFAULT_TIMEOUT,
upload_timeout: int = consts.DEFAULT_UPLOAD_TIMEOUT,
ultra_large_report: bool = False,
prompt_cache_max_count: int = consts.DEFAULT_PROMPT_CACHE_MAX_COUNT,
prompt_cache_refresh_interval: int = consts.DEFAULT_PROMPT_CACHE_REFRESH_INTERVAL,
prompt_trace: bool = False,
http_client: Optional[httpx.Client] = None,
trace_finish_event_processor: Optional[Callable[[FinishEventInfo], None]] = None,
tag_truncate_conf: Optional[TagTruncateConf] = None,
api_base_path: Optional[APIBasePath] = None,
trace_queue_conf: Optional[QueueConf] = None,
) -> Client:
cache_key = _generate_cache_key( # all args are used to generate cache key
api_base_url,
workspace_id,
api_token,
jwt_oauth_client_id,
jwt_oauth_private_key,
jwt_oauth_public_key_id,
timeout,
upload_timeout,
ultra_large_report,
prompt_cache_max_count,
prompt_cache_refresh_interval,
prompt_trace,
http_client,
trace_finish_event_processor,
tag_truncate_conf,
api_base_path,
trace_queue_conf,
)
with _cache_lock:
if cache_key in _client_cache:
logger.warning("You shouldn't creating a client with same options repeatedly, " +
"return the cached client instead.")
return _client_cache[cache_key]
client = _LoopClient(
api_base_url=api_base_url,
workspace_id=workspace_id,
api_token=api_token,
jwt_oauth_client_id=jwt_oauth_client_id,
jwt_oauth_private_key=jwt_oauth_private_key,
jwt_oauth_public_key_id=jwt_oauth_public_key_id,
timeout=timeout,
upload_timeout=upload_timeout,
ultra_large_report=ultra_large_report,
prompt_cache_max_count=prompt_cache_max_count,
prompt_cache_refresh_interval=prompt_cache_refresh_interval,
prompt_trace=prompt_trace,
arg_http_client=http_client,
trace_finish_event_processor=trace_finish_event_processor,
tag_truncate_conf=tag_truncate_conf,
api_base_path=api_base_path,
trace_queue_conf=trace_queue_conf,
)
_client_cache[cache_key] = client
return client
class _LoopClient(Client):
_workspace_id: str
_trace_provider: TraceProvider
_prompt_provider: PromptProvider
_closed: bool = False
def __init__(
self,
api_base_url: str = "",
workspace_id: str = "",
api_token: str = "",
jwt_oauth_client_id: str = "",
jwt_oauth_private_key: str = "",
jwt_oauth_public_key_id: str = "",
timeout: int = consts.DEFAULT_TIMEOUT,
upload_timeout: int = consts.DEFAULT_UPLOAD_TIMEOUT,
ultra_large_report: bool = False,
prompt_cache_max_count: int = consts.DEFAULT_PROMPT_CACHE_MAX_COUNT,
prompt_cache_refresh_interval: int = consts.DEFAULT_PROMPT_CACHE_REFRESH_INTERVAL,
prompt_trace: bool = False,
arg_http_client: Optional[httpx.Client] = None,
trace_finish_event_processor: Optional[Callable[[FinishEventInfo], None]] = None,
tag_truncate_conf: Optional[TagTruncateConf] = None,
api_base_path: Optional[APIBasePath] = None,
trace_queue_conf: Optional[QueueConf] = None,
):
workspace_id = self._get_from_env(workspace_id, ENV_WORKSPACE_ID)
api_base_url = self._get_from_env(api_base_url, ENV_API_BASE_URL)
api_token = self._get_from_env(api_token, ENV_API_TOKEN)
jwt_oauth_client_id = self._get_from_env(jwt_oauth_client_id, ENV_JWT_OAUTH_CLIENT_ID)
jwt_oauth_private_key = self._get_from_env(jwt_oauth_private_key, ENV_JWT_OAUTH_PRIVATE_KEY)
jwt_oauth_public_key_id = self._get_from_env(jwt_oauth_public_key_id, ENV_JWT_OAUTH_PUBLIC_KEY_ID)
api_base_url = consts.CN_BASE_URL if not api_base_url else api_base_url
api_base_url = api_base_url.strip().rstrip("/")
if not api_base_url:
raise consts.InvalidParamError("api_base_url is required.")
if not workspace_id:
raise consts.InvalidParamError("workspace_id is required.")
if prompt_cache_max_count <= 0:
prompt_cache_max_count = consts.DEFAULT_PROMPT_CACHE_MAX_COUNT
if prompt_cache_refresh_interval <= 0:
prompt_cache_refresh_interval = consts.DEFAULT_PROMPT_CACHE_REFRESH_INTERVAL
self._workspace_id = workspace_id
inner_client = httpclient.HTTPClient()
if arg_http_client:
inner_client = arg_http_client
auth = self._build_auth(
api_base_url=api_base_url,
http_client=inner_client,
api_token=api_token,
jwt_oauth_client_id=jwt_oauth_client_id,
jwt_oauth_private_key=jwt_oauth_private_key,
jwt_oauth_public_key_id=jwt_oauth_public_key_id
)
http_client = httpclient.Client(
api_base_url=api_base_url,
http_client=inner_client,
auth=auth,
timeout=timeout,
upload_timeout=upload_timeout,
header_injector=self._create_default_header_injector(),
)
finish_pro = default_finish_event_processor
if trace_finish_event_processor:
def combined_processor(event_info: FinishEventInfo):
default_finish_event_processor(event_info)
trace_finish_event_processor(event_info)
finish_pro = combined_processor
span_upload_path = None
file_upload_path = None
if api_base_path:
span_upload_path = api_base_path.trace_span_upload_path
file_upload_path = api_base_path.trace_file_upload_path
self._trace_provider = TraceProvider(
http_client=http_client,
workspace_id=workspace_id,
ultra_large_report=ultra_large_report,
finish_event_processor=finish_pro,
tag_truncate_conf=tag_truncate_conf,
span_upload_path=span_upload_path,
file_upload_path=file_upload_path,
queue_conf=trace_queue_conf,
)
self._prompt_provider = PromptProvider(
workspace_id=workspace_id,
http_client=http_client,
trace_provider=self._trace_provider,
prompt_cache_max_count=prompt_cache_max_count,
prompt_cache_refresh_interval=prompt_cache_refresh_interval,
prompt_trace=prompt_trace
)
temp_cli = None
with _client_lock:
temp_cli = _default_client
if temp_cli is None:
set_default_client(self)
def _create_default_header_injector(self) -> Callable[[], Dict[str, str]]:
def default_header_injector() -> Dict[str, str]:
try:
span = self.get_span_from_context()
if span and hasattr(span, 'to_header'):
return span.to_header()
except Exception:
pass
return {}
return default_header_injector
def _get_from_env(self, val: str, env_key: str) -> str:
if val:
return val
env_val = os.environ.get(env_key)
if env_val:
return env_val
else:
return ""
def _build_auth(
self,
api_base_url: str,
http_client: httpclient.HTTPClient,
api_token: str,
jwt_oauth_client_id: str,
jwt_oauth_private_key: str,
jwt_oauth_public_key_id: str
) -> Auth:
if jwt_oauth_client_id and jwt_oauth_private_key and jwt_oauth_public_key_id:
return httpclient.JWTAuth(
client_id=jwt_oauth_client_id,
private_key=jwt_oauth_private_key,
public_key_id=jwt_oauth_public_key_id,
base_url=api_base_url,
http_client=http_client
)
if api_token:
return httpclient.TokenAuth(api_token)
raise consts.AuthInfoRequiredError
def workspace_id(self) -> str:
# Return the space ID
return self._workspace_id
def close(self):
if self._closed:
return
# Perform cleanup by flushing and closing the trace client
self._trace_provider.close_trace()
self._closed = True
def get_prompt(self, prompt_key: str, version: str = '', label: str = '') -> Optional[Prompt]:
if self._closed:
raise ClientClosedError()
return self._prompt_provider.get_prompt(prompt_key, version, label)
def prompt_format(self, prompt: Prompt, variables: Dict[str, PromptVariable]) -> List[Message]:
if self._closed:
raise ClientClosedError()
return self._prompt_provider.prompt_format(prompt, variables)
def execute_prompt(
self,
prompt_key: str,
*,
version: Optional[str] = None,
label: Optional[str] = None,
variable_vals: Optional[Dict[str, Any]] = None,
messages: Optional[List[Message]] = None,
stream: bool = False,
timeout: Optional[int] = None
) -> Union[ExecuteResult, StreamReader[ExecuteResult]]:
"""
Execute Prompt request
:param timeout: Request timeout (seconds), optional, default is 600 seconds (10 minutes)
"""
if self._closed:
raise ClientClosedError()
return self._prompt_provider.execute_prompt(
prompt_key,
version=version,
label=label,
variable_vals=variable_vals,
messages=messages,
stream=stream,
timeout=timeout
)
async def aexecute_prompt(
self,
prompt_key: str,
*,
version: Optional[str] = None,
label: Optional[str] = None,
variable_vals: Optional[Dict[str, Any]] = None,
messages: Optional[List[Message]] = None,
stream: bool = False,
timeout: Optional[int] = None
) -> Union[ExecuteResult, StreamReader[ExecuteResult]]:
"""
Asynchronously execute Prompt request
:param timeout: Request timeout (seconds), optional, default is 600 seconds (10 minutes)
"""
if self._closed:
raise ClientClosedError()
return await self._prompt_provider.aexecute_prompt(
prompt_key,
version=version,
label=label,
variable_vals=variable_vals,
messages=messages,
stream=stream,
timeout=timeout
)
def start_span(
self,
name: str,
span_type: str,
*,
start_time: Optional[datetime] = None,
child_of: Optional[SpanContext] = None,
start_new_trace: bool = False,
) -> Span:
if self._closed:
return NOOP_SPAN
try:
if child_of is None:
return self._trace_provider.start_span(name=name, span_type=span_type, start_time=start_time,
start_new_trace=start_new_trace)
else:
baggage = {}
if isinstance(child_of.baggage, dict): # SpanContext
baggage = child_of.baggage
else:
baggage = child_of.baggage() # Span
return self._trace_provider.start_span(name=name, span_type=span_type, start_time=start_time,
parent_span_id=child_of.span_id, trace_id=child_of.trace_id,
baggage=baggage, start_new_trace=start_new_trace)
except Exception as e:
logger.warning(f"Start span failed, returning noop span. Error: {e}")
return NOOP_SPAN
def get_span_from_context(self) -> Span:
if self._closed:
return NOOP_SPAN
span = self._trace_provider.get_span_from_context()
if span is None:
return NOOP_SPAN
return span
def get_span_from_header(self, header: dict) -> SpanContext:
if self._closed:
return NOOP_SPAN
return self._trace_provider.get_span_from_header(header)
def flush(self):
if self._closed:
return
self._trace_provider.flush()
def set_default_client(client: Client):
global _default_client
with _client_lock:
if _default_client:
temp_client = _default_client
_default_client = client
if temp_client != client:
temp_client.close()
else:
_default_client = client
def get_default_client() -> Client:
global _default_client
temp_client = None
with _client_lock:
temp_client = _default_client
if temp_client is None:
with _client_lock:
temp_client = _default_client
if temp_client is None:
try:
temp_client = new_client()
with _client_lock:
_default_client = temp_client
atexit.register(_graceful_shutdown)
except Exception as e:
new_exception = e
with _client_lock:
_default_client = _NoopClient(new_exception)
return _default_client
def _graceful_shutdown():
global _default_client
with _client_lock:
if _default_client is not None:
logger.info("Starting graceful shutdown...")
_default_client.close()
_default_client = _NoopClient(ClientClosedError())
logger.info("Graceful shutdown finished.")
def workspace_id() -> str:
return get_default_client().workspace_id
def close():
return get_default_client().close()
def get_prompt(prompt_key: str, version: str = '', label: str = '') -> Prompt:
return get_default_client().get_prompt(prompt_key, version, label)
def prompt_format(prompt: Prompt, variables: Dict[str, Any]) -> List[Message]:
return get_default_client().prompt_format(prompt, variables)
def execute_prompt(
prompt_key: str,
*,
version: Optional[str] = None,
label: Optional[str] = None,
variable_vals: Optional[Dict[str, Any]] = None,
messages: Optional[List[Message]] = None,
stream: bool = False,
timeout: Optional[int] = None
) -> Union[ExecuteResult, StreamReader[ExecuteResult]]:
"""
Execute Prompt request
:param timeout: Request timeout (seconds), optional, default is 600 seconds (10 minutes)
"""
return get_default_client().execute_prompt(
prompt_key,
version=version,
label=label,
variable_vals=variable_vals,
messages=messages,
stream=stream,
timeout=timeout
)
async def aexecute_prompt(
prompt_key: str,
*,
version: Optional[str] = None,
label: Optional[str] = None,
variable_vals: Optional[Dict[str, Any]] = None,
messages: Optional[List[Message]] = None,
stream: bool = False,
timeout: Optional[int] = None
) -> Union[ExecuteResult, StreamReader[ExecuteResult]]:
"""
Asynchronously execute Prompt request
:param timeout: Request timeout (seconds), optional, default is 600 seconds (10 minutes)
"""
return await get_default_client().aexecute_prompt(
prompt_key,
version=version,
label=label,
variable_vals=variable_vals,
messages=messages,
stream=stream,
timeout=timeout
)
def start_span(name: str, span_type: str, *, start_time: Optional[int] = None,
child_of: Optional[SpanContext] = None) -> Span:
return get_default_client().start_span(name, span_type, start_time=start_time, child_of=child_of)
def get_span_from_context() -> Span:
return get_default_client().get_span_from_context()
def get_span_from_header(header: Dict[str, str]) -> SpanContext:
return get_default_client().get_span_from_header(header)
def flush() -> None:
return get_default_client().flush()