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feat: session end analytics: tools, llms, duration #392

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merged 4 commits into from
Sep 18, 2024
Merged

feat: session end analytics: tools, llms, duration #392

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603388c
feat: session replay additional info: tools, llms, duration
heethjain21 Sep 17, 2024
db6e0d7
Merge branch 'AgentOps-AI:main' into feat/llm-analytics
heethjain21 Sep 17, 2024
7527dc2
Merge branch 'main' into feat/llm-analytics
HowieG Sep 18, 2024
dfcb1bd
Updated formatting
HowieG Sep 18, 2024
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22 changes: 22 additions & 0 deletions agentops/session.py
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Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,7 @@
from termcolor import colored
from typing import Optional, List, Union
from uuid import UUID, uuid4
from dateutil import parser

from .exceptions import ApiServerException
from .enums import EndState
Expand Down Expand Up @@ -52,6 +53,7 @@ def __init__(
self.jwt = None
self.lock = threading.Lock()
self.queue = []
self.event_counts = { 'llms': 0, 'tools': 0, 'actions': 0, 'errors': 0, 'apis': 0 }

self.stop_flag = threading.Event()
self.thread = threading.Thread(target=self._run)
Expand Down Expand Up @@ -111,6 +113,11 @@ def end_session(
logger.debug(res.body)
token_cost = res.body.get("token_cost", "unknown")

duration = parser.parse(self.end_timestamp) - parser.parse(self.init_timestamp)
logger.info(f"This run's total LLM calls: {self.event_counts['llms']}")
logger.info(f"This run's total Tool calls: {self.event_counts['tools']}")
logger.info(f"This run's total duration: {duration}")

if token_cost == "unknown" or token_cost is None:
logger.info("Could not determine cost of run.")
token_cost_d = Decimal(0)
Expand Down Expand Up @@ -293,6 +300,21 @@ def _flush_queue(self) -> None:
logger.debug(serialized_payload)
logger.debug("</AGENTOPS_DEBUG_OUTPUT>\n")

# Count total events created based on type
events = payload['events']
for event in events:
event_type = event['event_type']
if event_type == 'llms':
self.event_counts['llms'] += 1
elif event_type == 'tools':
self.event_counts['tools'] += 1
elif event_type == 'actions':
self.event_counts['actions'] += 1
elif event_type == 'errors':
self.event_counts['errors'] += 1
elif event_type == 'apis':
self.event_counts['apis'] += 1

def _run(self) -> None:
while not self.stop_flag.is_set():
time.sleep(self.config.max_wait_time / 1000)
Expand Down
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