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add better debugging for flush interval

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This commit is contained in:
Ishaan Jaff 2024-09-11 13:02:34 -07:00
parent a66f03f860
commit 7cd7675458
1 changed files with 20 additions and 1 deletions
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21
litellm/integrations/langsmith.py
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@ -3,6 +3,7 @@
import asyncio import asyncio
import os import os
import random import random
import time
import traceback import traceback
import types import types
import uuid import uuid
@ -80,6 +81,9 @@ class LangsmithLogger(CustomLogger):
) )
self.batch_size = int(_batch_size) self.batch_size = int(_batch_size)
self.log_queue = [] self.log_queue = []
self.flush_interval = 10 # 5 seconds
self.last_flush_time = time.time()
asyncio.create_task(self.periodic_flush())
def _prepare_log_data(self, kwargs, response_obj, start_time, end_time): def _prepare_log_data(self, kwargs, response_obj, start_time, end_time):
import datetime import datetime
@ -182,7 +186,7 @@ class LangsmithLogger(CustomLogger):
if dotted_order: if dotted_order:
data["dotted_order"] = dotted_order data["dotted_order"] = dotted_order
if data["id"] is None: if "id" not in data or data["id"] is None:
""" """
for /batch langsmith requires id, trace_id and dotted_order passed as params for /batch langsmith requires id, trace_id and dotted_order passed as params
""" """
@ -245,6 +249,9 @@ class LangsmithLogger(CustomLogger):
) )
data = self._prepare_log_data(kwargs, response_obj, start_time, end_time) data = self._prepare_log_data(kwargs, response_obj, start_time, end_time)
self.log_queue.append(data) self.log_queue.append(data)
verbose_logger.debug(
f"Langsmith, event added to queue. Will flush in {self.flush_interval}seconds..."
)
if len(self.log_queue) >= self.batch_size: if len(self.log_queue) >= self.batch_size:
self._send_batch() self._send_batch()
@ -284,6 +291,7 @@ class LangsmithLogger(CustomLogger):
if len(self.log_queue) >= self.batch_size: if len(self.log_queue) >= self.batch_size:
await self._async_send_batch() await self._async_send_batch()
self.log_queue.clear() self.log_queue.clear()
self.last_flush_time = time.time()
except: except:
verbose_logger.error(f"Langsmith Layer Error - {traceback.format_exc()}") verbose_logger.error(f"Langsmith Layer Error - {traceback.format_exc()}")
@ -351,3 +359,14 @@ class LangsmithLogger(CustomLogger):
st = datetime.now(timezone.utc) st = datetime.now(timezone.utc)
id_ = run_id id_ = run_id
return st.strftime("%Y%m%dT%H%M%S%fZ") + str(id_) return st.strftime("%Y%m%dT%H%M%S%fZ") + str(id_)
async def periodic_flush(self):
while True:
await asyncio.sleep(self.flush_interval)
if self.log_queue and len(self.log_queue) > 0:
verbose_logger.debug(
f"Langsmith: Waited for {self.flush_interval} seconds. flushing in memory logs to langsmith"
)
await self._async_send_batch()
self.log_queue.clear()
self.last_flush_time = time.time()