NoSessionException when user does not init()

agentops/__init__.py

@@ -11,6 +11,8 @@
 from .agent import track_agent
 from .log_config import logger
 from .session import Session
+from .state import get_state, set_state
+
 
 try:
     from .partners.langchain_callback_handler import (
@@ -20,8 +22,6 @@
 except ModuleNotFoundError:
     pass
 
-is_initialized = False
-
 
 def noop(*args, **kwargs):
     return
@@ -30,7 +30,7 @@ def noop(*args, **kwargs):
 def check_init(child_function):
     @functools.wraps(child_function)
     def wrapper(*args, **kwargs):
-        if is_initialized:
+        if get_state("is_initialized"):  # is initialized in state.py is not working
             return child_function(*args, **kwargs)
         else:
             return noop(*args, **kwargs)
@@ -103,8 +103,7 @@ def init(
             tags=tags, config=c.config, inherited_session_id=inherited_session_id
         )
 
-    global is_initialized
-    is_initialized = True
+    set_state("is_initialized", True)
 
     return session
 
@@ -156,8 +155,7 @@ def start_session(
     try:
         sess_result = Client().start_session(tags, config, inherited_session_id)
 
-        global is_initialized
-        is_initialized = True
+        set_state("is_initialized", True)
 
         return sess_result
     except Exception:

agentops/agent.py

@@ -4,6 +4,7 @@
 from uuid import uuid4
 from agentops import Client
 from inspect import isclass, isfunction
+from .state import get_state
 
 
 def track_agent(name: Union[str, None] = None):
@@ -17,6 +18,10 @@ def decorator(obj):
             def new_init(self, *args, **kwargs):
                 try:
                     original_init(self, *args, **kwargs)
+
+                    if not get_state("is_initialized"):
+                        return
+
                     self.agent_ops_agent_id = str(uuid4())
 
                     session = kwargs.get("session", None)

agentops/client.py

@@ -34,6 +34,7 @@
 from .llm_tracker import LlmTracker
 from termcolor import colored
 from typing import Tuple
+from .state import get_state, set_state
 
 
 @conditional_singleton
@@ -178,6 +179,8 @@ def add_tags(self, tags: List[str]) -> None:
             return
 
         session = self._safe_get_session()
+        if session is None:
+            return
 
         session.add_tags(tags=tags)
 
@@ -191,11 +194,13 @@ def set_tags(self, tags: List[str]) -> None:
             tags (List[str]): The list of tags to set.
         """
 
-        try:
-            session = self._safe_get_session()
-            session.set_tags(tags=tags)
-        except NoSessionException:
+        session = self._safe_get_session()
+
+        if session is None:
             self._tags_for_future_session = tags
+            return
+
+        session.set_tags(tags=tags)
 
     def record(self, event: Union[Event, ErrorEvent]) -> None:
         """
@@ -206,6 +211,9 @@ def record(self, event: Union[Event, ErrorEvent]) -> None:
         """
 
         session = self._safe_get_session()
+        if session is None:
+            logger.error("Could not record event. No session.")
+            return
         session.record(event)
 
     def _record_event_sync(self, func, event_name, *args, **kwargs):
@@ -382,7 +390,7 @@ def end_session(
         end_state_reason: Optional[str] = None,
         video: Optional[str] = None,
         is_auto_end: Optional[bool] = None,
-    ) -> Decimal:
+    ) -> Optional[Decimal]:
         """
         End the current session with the AgentOps service.
 
@@ -397,6 +405,8 @@ def end_session(
         """
 
         session = self._safe_get_session()
+        if session is None:
+            return
         session.end_state = end_state
         session.end_state_reason = end_state_reason
 
@@ -424,7 +434,11 @@ def end_session(
                 "This run's cost ${}".format(
                     "{:.2f}".format(token_cost_d)
                     if token_cost_d == 0
-                    else "{:.6f}".format(token_cost_d.quantize(Decimal('0.000001'), rounding=ROUND_HALF_UP))
+                    else "{:.6f}".format(
+                        token_cost_d.quantize(
+                            Decimal("0.000001"), rounding=ROUND_HALF_UP
+                        )
+                    )
                 )
             )
 
@@ -453,6 +467,8 @@ def create_agent(
         else:
             # if no session passed, assume single session
             session = self._safe_get_session()
+            if session is None:
+                return
             session.create_agent(name=name, agent_id=agent_id)
 
         return agent_id
@@ -553,7 +569,7 @@ def _update_session(self, session: Session):
             )
         ] = session
 
-    def _safe_get_session(self) -> Session:
+    def _safe_get_session(self) -> Optional[Session]:
         for s in self._sessions:
             if s.end_state is not None:
                 self._sessions.remove(s)
@@ -563,15 +579,19 @@ def _safe_get_session(self) -> Session:
             session = self._sessions[0]
 
         if len(self._sessions) == 0:
-            raise NoSessionException("No session exists")
+            if get_state("is_initialized"):
+                return None
 
         elif len(self._sessions) > 1:
-            raise MultiSessionException(
-                "If multiple sessions exist, you must use session.function(). Example: session.add_tags(...) instead "
-                "of agentops.add_tags(...). More info: "
-                "https://docs.agentops.ai/v1/concepts/core-concepts#session-management"
+            calling_function = inspect.stack()[
+                2
+            ].function  # Using index 2 because we have a wrapper at index 1
+            logger.warning(
+                f"Multiple sessions detected. You must use session.{calling_function}(). More info: https://docs.agentops.ai/v1/concepts/core-concepts#session-management"
             )
 
+            return
+
         return session
 
     def end_all_sessions(self):

agentops/meta_client.py

@@ -55,11 +55,10 @@ def wrapper(self, *args, **kwargs):
             logger.warning(f"Error: {e}")
             config = getattr(self, "config", None)
             if config is not None:
-                type(self).send_exception_to_server(
-                    e,
-                    self.config._api_key,
-                    self._sessions[0],  # TODO: find which session caused exception
-                )
+                session = None
+                if len(self._sessions) > 0:
+                    session = self._sessions[0]
+                type(self).send_exception_to_server(e, self.config._api_key, session)
             raise e
 
     return wrapper

agentops/state.py

@@ -0,0 +1,9 @@
+state_dict = {}
+
+
+def set_state(key: str, value: any):
+    state_dict[key] = value
+
+
+def get_state(key: str) -> any:
+    return state_dict.get(key)

examples/crew/job_posting.ipynb

@@ -6,7 +6,16 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "%pip install -U agentops\n",
+    "# %pip install -e ../.."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%pip install -U 'crewai[tools]'\n",
     "%pip install -U 'crewai[agentops]'"
    ]
   },
@@ -18,9 +27,9 @@
    "source": [
     "import os\n",
     "\n",
-    "os.environ[\"SERPER_API_KEY\"] = \"YOUR_SERPER_API_KEY\"\n",
-    "os.environ[\"OPENAI_API_KEY\"] = \"YOUR_OPENAI_API_KEY\"\n",
-    "os.environ[\"AGENTOPS_API_KEY\"] = \"YOUR_AGENTOPS_API_KEY\""
+    "os.environ[\"SERPER_API_KEY\"] = \"...\"\n",
+    "os.environ[\"OPENAI_API_KEY\"] = \"...\"\n",
+    "os.environ[\"AGENTOPS_API_KEY\"] = \"...\""
    ]
   },
   {
@@ -30,21 +39,22 @@
    "outputs": [],
    "source": [
     "from crewai import Agent\n",
-    "from crewai_tools.tools import WebsiteSearchTool, SeperDevTool, FileReadTool\n",
+    "from crewai_tools.tools import WebsiteSearchTool, SerperDevTool, FileReadTool\n",
     "\n",
     "web_search_tool = WebsiteSearchTool()\n",
-    "seper_dev_tool = SeperDevTool()\n",
+    "serper_dev_tool = SerperDevTool()\n",
     "file_read_tool = FileReadTool(\n",
     "    file_path=\"job_description_example.md\",\n",
     "    description=\"A tool to read the job description example file.\",\n",
     ")\n",
     "\n",
+    "\n",
     "class Agents:\n",
     "    def research_agent(self):\n",
     "        return Agent(\n",
     "            role=\"Research Analyst\",\n",
     "            goal=\"Analyze the company website and provided description to extract insights on culture, values, and specific needs.\",\n",
-    "            tools=[web_search_tool, seper_dev_tool],\n",
+    "            tools=[web_search_tool, serper_dev_tool],\n",
     "            backstory=\"Expert in analyzing company cultures and identifying key values and needs from various sources, including websites and brief descriptions.\",\n",
     "            verbose=True,\n",
     "        )\n",
@@ -53,7 +63,7 @@
     "        return Agent(\n",
     "            role=\"Job Description Writer\",\n",
     "            goal=\"Use insights from the Research Analyst to create a detailed, engaging, and enticing job posting.\",\n",
-    "            tools=[web_search_tool, seper_dev_tool, file_read_tool],\n",
+    "            tools=[web_search_tool, serper_dev_tool, file_read_tool],\n",
     "            backstory=\"Skilled in crafting compelling job descriptions that resonate with the company's values and attract the right candidates.\",\n",
     "            verbose=True,\n",
     "        )\n",
@@ -62,7 +72,7 @@
     "        return Agent(\n",
     "            role=\"Review and Editing Specialist\",\n",
     "            goal=\"Review the job posting for clarity, engagement, grammatical accuracy, and alignment with company values and refine it to ensure perfection.\",\n",
-    "            tools=[web_search_tool, seper_dev_tool, file_read_tool],\n",
+    "            tools=[web_search_tool, serper_dev_tool, file_read_tool],\n",
     "            backstory=\"A meticulous editor with an eye for detail, ensuring every piece of content is clear, engaging, and grammatically perfect.\",\n",
     "            verbose=True,\n",
     "        )"
@@ -77,6 +87,7 @@
     "from textwrap import dedent\n",
     "from crewai import Task\n",
     "\n",
+    "\n",
     "class Tasks:\n",
     "    def research_company_culture_task(self, agent, company_description, company_domain):\n",
     "        return Task(\n",
@@ -157,7 +168,6 @@
    "outputs": [],
    "source": [
     "from crewai import Crew\n",
-    "\n",
     "import agentops\n",
     "\n",
     "agentops.init(tags=[\"crew-job-posting-example\"])\n",
@@ -213,6 +223,11 @@
     "\n",
     "agentops.end_session(\"Success\")"
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": []
   }
  ],
  "metadata": {