diff --git a/docs/en/concepts/cli.mdx b/docs/en/concepts/cli.mdx
index 0e50054bc..dfde91a30 100644
--- a/docs/en/concepts/cli.mdx
+++ b/docs/en/concepts/cli.mdx
@@ -402,6 +402,77 @@ crewai config reset
After resetting configuration, re-run `crewai login` to authenticate again.
+### 14. Trace Management
+
+Manage trace collection preferences for your Crew and Flow executions.
+
+```shell Terminal
+crewai traces [COMMAND]
+```
+
+#### Commands:
+
+- `enable`: Enable trace collection for crew/flow executions
+```shell Terminal
+crewai traces enable
+```
+
+- `disable`: Disable trace collection for crew/flow executions
+```shell Terminal
+crewai traces disable
+```
+
+- `status`: Show current trace collection status
+```shell Terminal
+crewai traces status
+```
+
+#### How Tracing Works
+
+Trace collection is controlled by checking three settings in priority order:
+
+1. **Explicit flag in code** (highest priority - can enable OR disable):
+ ```python
+ crew = Crew(agents=[...], tasks=[...], tracing=True) # Always enable
+ crew = Crew(agents=[...], tasks=[...], tracing=False) # Always disable
+ crew = Crew(agents=[...], tasks=[...]) # Check lower priorities (default)
+ ```
+ - `tracing=True` will **always enable** tracing (overrides everything)
+ - `tracing=False` will **always disable** tracing (overrides everything)
+ - `tracing=None` or omitted will check lower priority settings
+
+2. **Environment variable** (second priority):
+ ```env
+ CREWAI_TRACING_ENABLED=true
+ ```
+ - Checked only if `tracing` is not explicitly set to `True` or `False` in code
+ - Set to `true` or `1` to enable tracing
+
+3. **User preference** (lowest priority):
+ ```shell Terminal
+ crewai traces enable
+ ```
+ - Checked only if `tracing` is not set in code and `CREWAI_TRACING_ENABLED` is not set to `true`
+ - Running `crewai traces enable` is sufficient to enable tracing by itself
+
+
+**To enable tracing**, use any one of these methods:
+- Set `tracing=True` in your Crew/Flow code, OR
+- Add `CREWAI_TRACING_ENABLED=true` to your `.env` file, OR
+- Run `crewai traces enable`
+
+**To disable tracing**, use any ONE of these methods:
+- Set `tracing=False` in your Crew/Flow code (overrides everything), OR
+- Remove or set to `false` the `CREWAI_TRACING_ENABLED` env var, OR
+- Run `crewai traces disable`
+
+Higher priority settings override lower ones.
+
+
+
+For more information about tracing, see the [Tracing documentation](/observability/tracing).
+
+
CrewAI CLI handles authentication to the Tool Repository automatically when adding packages to your project. Just append `crewai` before any `uv` command to use it. E.g. `crewai uv add requests`. For more information, see [Tool Repository](https://docs.crewai.com/enterprise/features/tool-repository) docs.
diff --git a/lib/crewai/src/crewai/cli/cli.py b/lib/crewai/src/crewai/cli/cli.py
index 2e6f5eaa9..a8f9571cc 100644
--- a/lib/crewai/src/crewai/cli/cli.py
+++ b/lib/crewai/src/crewai/cli/cli.py
@@ -493,5 +493,206 @@ def config_reset():
config_command.reset_all_settings()
+@crewai.group()
+def env():
+ """Environment variable commands."""
+
+
+@env.command("view")
+def env_view():
+ """View tracing-related environment variables."""
+ import os
+ from pathlib import Path
+
+ from rich.console import Console
+ from rich.panel import Panel
+ from rich.table import Table
+
+ console = Console()
+
+ # Check for .env file
+ env_file = Path(".env")
+ env_file_exists = env_file.exists()
+
+ # Create table for environment variables
+ table = Table(show_header=True, header_style="bold cyan", expand=True)
+ table.add_column("Environment Variable", style="cyan", width=30)
+ table.add_column("Value", style="white", width=20)
+ table.add_column("Source", style="yellow", width=20)
+
+ # Check CREWAI_TRACING_ENABLED
+ crewai_tracing = os.getenv("CREWAI_TRACING_ENABLED", "")
+ if crewai_tracing:
+ table.add_row(
+ "CREWAI_TRACING_ENABLED",
+ crewai_tracing,
+ "Environment/Shell",
+ )
+ else:
+ table.add_row(
+ "CREWAI_TRACING_ENABLED",
+ "[dim]Not set[/dim]",
+ "[dim]—[/dim]",
+ )
+
+ # Check other related env vars
+ crewai_testing = os.getenv("CREWAI_TESTING", "")
+ if crewai_testing:
+ table.add_row("CREWAI_TESTING", crewai_testing, "Environment/Shell")
+
+ crewai_user_id = os.getenv("CREWAI_USER_ID", "")
+ if crewai_user_id:
+ table.add_row("CREWAI_USER_ID", crewai_user_id, "Environment/Shell")
+
+ crewai_org_id = os.getenv("CREWAI_ORG_ID", "")
+ if crewai_org_id:
+ table.add_row("CREWAI_ORG_ID", crewai_org_id, "Environment/Shell")
+
+ # Check if .env file exists
+ table.add_row(
+ ".env file",
+ "✅ Found" if env_file_exists else "❌ Not found",
+ str(env_file.resolve()) if env_file_exists else "N/A",
+ )
+
+ panel = Panel(
+ table,
+ title="Tracing Environment Variables",
+ border_style="blue",
+ padding=(1, 2),
+ )
+ console.print("\n")
+ console.print(panel)
+
+ # Show helpful message
+ if env_file_exists:
+ console.print(
+ "\n[dim]💡 Tip: To enable tracing via .env, add: CREWAI_TRACING_ENABLED=true[/dim]"
+ )
+ else:
+ console.print(
+ "\n[dim]💡 Tip: Create a .env file in your project root and add: CREWAI_TRACING_ENABLED=true[/dim]"
+ )
+ console.print()
+
+
+@crewai.group()
+def traces():
+ """Trace collection management commands."""
+
+
+@traces.command("enable")
+def traces_enable():
+ """Enable trace collection for crew/flow executions."""
+ from rich.console import Console
+ from rich.panel import Panel
+
+ from crewai.events.listeners.tracing.utils import (
+ _load_user_data,
+ _save_user_data,
+ )
+
+ console = Console()
+
+ # Update user data to enable traces
+ user_data = _load_user_data()
+ user_data["trace_consent"] = True
+ user_data["first_execution_done"] = True
+ _save_user_data(user_data)
+
+ panel = Panel(
+ "✅ Trace collection has been enabled!\n\n"
+ "Your crew/flow executions will now send traces to CrewAI+.\n"
+ "Use 'crewai traces disable' to turn off trace collection.",
+ title="Traces Enabled",
+ border_style="green",
+ padding=(1, 2),
+ )
+ console.print(panel)
+
+
+@traces.command("disable")
+def traces_disable():
+ """Disable trace collection for crew/flow executions."""
+ from rich.console import Console
+ from rich.panel import Panel
+
+ from crewai.events.listeners.tracing.utils import (
+ _load_user_data,
+ _save_user_data,
+ )
+
+ console = Console()
+
+ # Update user data to disable traces
+ user_data = _load_user_data()
+ user_data["trace_consent"] = False
+ user_data["first_execution_done"] = True
+ _save_user_data(user_data)
+
+ panel = Panel(
+ "❌ Trace collection has been disabled!\n\n"
+ "Your crew/flow executions will no longer send traces.\n"
+ "Use 'crewai traces enable' to turn trace collection back on.",
+ title="Traces Disabled",
+ border_style="red",
+ padding=(1, 2),
+ )
+ console.print(panel)
+
+
+@traces.command("status")
+def traces_status():
+ """Show current trace collection status."""
+ import os
+
+ from rich.console import Console
+ from rich.panel import Panel
+ from rich.table import Table
+
+ from crewai.events.listeners.tracing.utils import (
+ _load_user_data,
+ is_tracing_enabled,
+ )
+
+ console = Console()
+ user_data = _load_user_data()
+
+ table = Table(show_header=False, box=None)
+ table.add_column("Setting", style="cyan")
+ table.add_column("Value", style="white")
+
+ # Check environment variable
+ env_enabled = os.getenv("CREWAI_TRACING_ENABLED", "false")
+ table.add_row("CREWAI_TRACING_ENABLED", env_enabled)
+
+ # Check user consent
+ trace_consent = user_data.get("trace_consent")
+ if trace_consent is True:
+ consent_status = "✅ Enabled (user consented)"
+ elif trace_consent is False:
+ consent_status = "❌ Disabled (user declined)"
+ else:
+ consent_status = "⚪ Not set (first-time user)"
+ table.add_row("User Consent", consent_status)
+
+ # Check overall status
+ if is_tracing_enabled():
+ overall_status = "✅ ENABLED"
+ border_style = "green"
+ else:
+ overall_status = "❌ DISABLED"
+ border_style = "red"
+ table.add_row("Overall Status", overall_status)
+
+ panel = Panel(
+ table,
+ title="Trace Collection Status",
+ border_style=border_style,
+ padding=(1, 2),
+ )
+ console.print(panel)
+
+
if __name__ == "__main__":
crewai()
diff --git a/lib/crewai/src/crewai/cli/settings/main.py b/lib/crewai/src/crewai/cli/settings/main.py
index 83a50c2fe..a2e520101 100644
--- a/lib/crewai/src/crewai/cli/settings/main.py
+++ b/lib/crewai/src/crewai/cli/settings/main.py
@@ -1,3 +1,5 @@
+from datetime import datetime
+import os
from typing import Any
from rich.console import Console
@@ -5,6 +7,7 @@ from rich.table import Table
from crewai.cli.command import BaseCommand
from crewai.cli.config import HIDDEN_SETTINGS_KEYS, READONLY_SETTINGS_KEYS, Settings
+from crewai.events.listeners.tracing.utils import _load_user_data
console = Console()
@@ -39,6 +42,42 @@ class SettingsCommand(BaseCommand):
table.add_row(field_name, display_value, description)
+ # Add trace-related settings from user data
+ user_data = _load_user_data()
+
+ # CREWAI_TRACING_ENABLED environment variable
+ env_tracing = os.getenv("CREWAI_TRACING_ENABLED", "")
+ env_tracing_display = env_tracing if env_tracing else "Not set"
+ table.add_row(
+ "CREWAI_TRACING_ENABLED",
+ env_tracing_display,
+ "Environment variable to enable/disable tracing",
+ )
+
+ # Trace consent status
+ trace_consent = user_data.get("trace_consent")
+ if trace_consent is True:
+ consent_display = "✅ Enabled"
+ elif trace_consent is False:
+ consent_display = "❌ Disabled"
+ else:
+ consent_display = "Not set"
+ table.add_row(
+ "trace_consent", consent_display, "Whether trace collection is enabled"
+ )
+
+ # First execution timestamp
+ if user_data.get("first_execution_at"):
+ timestamp = datetime.fromtimestamp(user_data["first_execution_at"])
+ first_exec_display = timestamp.strftime("%Y-%m-%d %H:%M:%S")
+ else:
+ first_exec_display = "Not set"
+ table.add_row(
+ "first_execution_at",
+ first_exec_display,
+ "Timestamp of first crew/flow execution",
+ )
+
console.print(table)
def set(self, key: str, value: str) -> None:
diff --git a/lib/crewai/src/crewai/crew.py b/lib/crewai/src/crewai/crew.py
index cadd9d3b1..00bed8f01 100644
--- a/lib/crewai/src/crewai/crew.py
+++ b/lib/crewai/src/crewai/crew.py
@@ -27,6 +27,8 @@ from pydantic import (
model_validator,
)
from pydantic_core import PydanticCustomError
+from rich.console import Console
+from rich.panel import Panel
from typing_extensions import Self
from crewai.agent import Agent
@@ -39,8 +41,8 @@ from crewai.events.listeners.tracing.trace_listener import (
TraceCollectionListener,
)
from crewai.events.listeners.tracing.utils import (
- is_tracing_enabled,
- should_auto_collect_first_time_traces,
+ set_tracing_enabled,
+ should_enable_tracing,
)
from crewai.events.types.crew_events import (
CrewKickoffCompletedEvent,
@@ -280,8 +282,8 @@ class Crew(FlowTrackable, BaseModel):
description="Metrics for the LLM usage during all tasks execution.",
)
tracing: bool | None = Field(
- default=False,
- description="Whether to enable tracing for the crew.",
+ default=None,
+ description="Whether to enable tracing for the crew. True=always enable, False=always disable, None=check environment/user settings.",
)
@field_validator("id", mode="before")
@@ -311,17 +313,16 @@ class Crew(FlowTrackable, BaseModel):
@model_validator(mode="after")
def set_private_attrs(self) -> Crew:
"""set private attributes."""
-
self._cache_handler = CacheHandler()
event_listener = EventListener() # type: ignore[no-untyped-call]
- if (
- is_tracing_enabled()
- or self.tracing
- or should_auto_collect_first_time_traces()
- ):
- trace_listener = TraceCollectionListener()
- trace_listener.setup_listeners(crewai_event_bus)
+ # Determine and set tracing state once for this execution
+ tracing_enabled = should_enable_tracing(override=self.tracing)
+ set_tracing_enabled(tracing_enabled)
+
+ # Always setup trace listener - actual execution control is via contextvar
+ trace_listener = TraceCollectionListener()
+ trace_listener.setup_listeners(crewai_event_bus)
event_listener.verbose = self.verbose
event_listener.formatter.verbose = self.verbose
self._logger = Logger(verbose=self.verbose)
@@ -1171,6 +1172,10 @@ class Crew(FlowTrackable, BaseModel):
total_tokens=self.token_usage.total_tokens,
),
)
+
+ # Finalization is handled by trace listener (always initialized)
+ # The batch manager checks contextvar to determine if tracing is enabled
+
return CrewOutput(
raw=final_task_output.raw,
pydantic=final_task_output.pydantic,
@@ -1651,3 +1656,32 @@ class Crew(FlowTrackable, BaseModel):
and able_to_inject
):
self.tasks[0].allow_crewai_trigger_context = True
+
+ def _show_tracing_disabled_message(self) -> None:
+ """Show a message when tracing is disabled."""
+ from crewai.events.listeners.tracing.utils import has_user_declined_tracing
+
+ console = Console()
+
+ if has_user_declined_tracing():
+ message = """Info: Tracing is disabled.
+
+To enable tracing, do any one of these:
+• Set tracing=True in your Crew code
+• Set CREWAI_TRACING_ENABLED=true in your project's .env file
+• Run: crewai traces enable"""
+ else:
+ message = """Info: Tracing is disabled.
+
+To enable tracing, do any one of these:
+• Set tracing=True in your Crew code
+• Set CREWAI_TRACING_ENABLED=true in your project's .env file
+• Run: crewai traces enable"""
+
+ panel = Panel(
+ message,
+ title="Tracing Status",
+ border_style="blue",
+ padding=(1, 2),
+ )
+ console.print(panel)
diff --git a/lib/crewai/src/crewai/events/event_bus.py b/lib/crewai/src/crewai/events/event_bus.py
index e7d6e279e..9fabace08 100644
--- a/lib/crewai/src/crewai/events/event_bus.py
+++ b/lib/crewai/src/crewai/events/event_bus.py
@@ -10,6 +10,7 @@ import atexit
from collections.abc import Callable, Generator
from concurrent.futures import Future, ThreadPoolExecutor
from contextlib import contextmanager
+import contextvars
import threading
from typing import Any, Final, ParamSpec, TypeVar
@@ -288,8 +289,9 @@ class CrewAIEventsBus:
if event_type is LLMStreamChunkEvent:
self._call_handlers(source, event, level_sync)
else:
+ ctx = contextvars.copy_context()
future = self._sync_executor.submit(
- self._call_handlers, source, event, level_sync
+ ctx.run, self._call_handlers, source, event, level_sync
)
await asyncio.get_running_loop().run_in_executor(
None, future.result
@@ -346,8 +348,9 @@ class CrewAIEventsBus:
if event_type is LLMStreamChunkEvent:
self._call_handlers(source, event, sync_handlers)
else:
+ ctx = contextvars.copy_context()
sync_future = self._sync_executor.submit(
- self._call_handlers, source, event, sync_handlers
+ ctx.run, self._call_handlers, source, event, sync_handlers
)
if not async_handlers:
return sync_future
diff --git a/lib/crewai/src/crewai/events/listeners/tracing/first_time_trace_handler.py b/lib/crewai/src/crewai/events/listeners/tracing/first_time_trace_handler.py
index 3d4a70dba..9b8e0d437 100644
--- a/lib/crewai/src/crewai/events/listeners/tracing/first_time_trace_handler.py
+++ b/lib/crewai/src/crewai/events/listeners/tracing/first_time_trace_handler.py
@@ -1,5 +1,4 @@
import logging
-from pathlib import Path
import uuid
import webbrowser
@@ -17,47 +16,6 @@ from crewai.events.listeners.tracing.utils import (
logger = logging.getLogger(__name__)
-def _update_or_create_env_file():
- """Update or create .env file with CREWAI_TRACING_ENABLED=true."""
- env_path = Path(".env")
- env_content = ""
- variable_name = "CREWAI_TRACING_ENABLED"
- variable_value = "true"
-
- # Read existing content if file exists
- if env_path.exists():
- with open(env_path, "r") as f:
- env_content = f.read()
-
- # Check if CREWAI_TRACING_ENABLED is already set
- lines = env_content.splitlines()
- variable_exists = False
- updated_lines = []
-
- for line in lines:
- if line.strip().startswith(f"{variable_name}="):
- # Update existing variable
- updated_lines.append(f"{variable_name}={variable_value}")
- variable_exists = True
- else:
- updated_lines.append(line)
-
- # Add variable if it doesn't exist
- if not variable_exists:
- if updated_lines and not updated_lines[-1].strip():
- # If last line is empty, replace it
- updated_lines[-1] = f"{variable_name}={variable_value}"
- else:
- # Add new line and then the variable
- updated_lines.append(f"{variable_name}={variable_value}")
-
- # Write updated content
- with open(env_path, "w") as f:
- f.write("\n".join(updated_lines))
- if updated_lines: # Add final newline if there's content
- f.write("\n")
-
-
class FirstTimeTraceHandler:
"""Handles the first-time user trace collection and display flow."""
@@ -96,20 +54,16 @@ class FirstTimeTraceHandler:
if user_wants_traces:
self._initialize_backend_and_send_events()
- # Enable tracing for future runs by updating .env file
- try:
- _update_or_create_env_file()
- except Exception: # noqa: S110
- pass
-
if self.ephemeral_url:
self._display_ephemeral_trace_link()
+ else:
+ self._show_tracing_declined_message()
- mark_first_execution_completed()
+ mark_first_execution_completed(user_consented=user_wants_traces)
except Exception as e:
self._gracefully_fail(f"Error in trace handling: {e}")
- mark_first_execution_completed()
+ mark_first_execution_completed(user_consented=False)
def _initialize_backend_and_send_events(self):
"""Initialize backend batch and send collected events."""
@@ -182,8 +136,13 @@ This trace shows:
• Tool usage and results
• LLM calls and responses
-✅ Tracing has been enabled for future runs! (CREWAI_TRACING_ENABLED=true added to .env)
-You can also add tracing=True to your Crew(tracing=True) / Flow(tracing=True) for more control.
+✅ Tracing has been enabled for future runs!
+Your preference has been saved. Future Crew/Flow executions will automatically collect traces.
+
+To disable tracing later, do any one of these:
+• Set tracing=False in your Crew/Flow code
+• Set CREWAI_TRACING_ENABLED=false in your project's .env file
+• Run: crewai traces disable
📝 Note: This link will expire in 24 hours.
""".strip()
@@ -199,6 +158,32 @@ You can also add tracing=True to your Crew(tracing=True) / Flow(tracing=True) fo
console.print(panel)
console.print()
+ def _show_tracing_declined_message(self):
+ """Show message when user declines tracing."""
+ console = Console()
+
+ panel_content = """
+Info: Tracing has been disabled.
+
+Your preference has been saved. Future Crew/Flow executions will not collect traces.
+
+To enable tracing later, do any one of these:
+• Set tracing=True in your Crew/Flow code
+• Set CREWAI_TRACING_ENABLED=true in your project's .env file
+• Run: crewai traces enable
+ """.strip()
+
+ panel = Panel(
+ panel_content,
+ title="Tracing Preference Saved",
+ border_style="blue",
+ padding=(1, 2),
+ )
+
+ console.print("\n")
+ console.print(panel)
+ console.print()
+
def _gracefully_fail(self, error_message: str):
"""Handle errors gracefully without disrupting user experience."""
console = Console()
@@ -218,8 +203,14 @@ Unfortunately, we couldn't upload them to the server right now, but here's what
• Execution duration: {self.batch_manager.calculate_duration("execution")}ms
• Batch ID: {self.batch_manager.trace_batch_id}
-Tracing has been enabled for future runs! (CREWAI_TRACING_ENABLED=true added to .env)
+✅ Tracing has been enabled for future runs!
+Your preference has been saved. Future Crew/Flow executions will automatically collect traces.
The traces include agent decisions, task execution, and tool usage.
+
+To disable tracing later, do any one of these:
+• Set tracing=False in your Crew/Flow code
+• Set CREWAI_TRACING_ENABLED=false in your project's .env file
+• Run: crewai traces disable
""".strip()
panel = Panel(
diff --git a/lib/crewai/src/crewai/events/listeners/tracing/trace_batch_manager.py b/lib/crewai/src/crewai/events/listeners/tracing/trace_batch_manager.py
index 3571e45ab..bffa0d032 100644
--- a/lib/crewai/src/crewai/events/listeners/tracing/trace_batch_manager.py
+++ b/lib/crewai/src/crewai/events/listeners/tracing/trace_batch_manager.py
@@ -12,7 +12,10 @@ from crewai.cli.authentication.token import AuthError, get_auth_token
from crewai.cli.plus_api import PlusAPI
from crewai.cli.version import get_crewai_version
from crewai.events.listeners.tracing.types import TraceEvent
-from crewai.events.listeners.tracing.utils import should_auto_collect_first_time_traces
+from crewai.events.listeners.tracing.utils import (
+ is_tracing_enabled_in_context,
+ should_auto_collect_first_time_traces,
+)
from crewai.utilities.constants import CREWAI_BASE_URL
@@ -107,6 +110,9 @@ class TraceBatchManager:
):
"""Send batch initialization to backend"""
+ if not is_tracing_enabled_in_context():
+ return
+
if not self.plus_api or not self.current_batch:
return
@@ -243,7 +249,8 @@ class TraceBatchManager:
def finalize_batch(self) -> TraceBatch | None:
"""Finalize batch and return it for sending"""
- if not self.current_batch:
+
+ if not self.current_batch or not is_tracing_enabled_in_context():
return None
all_handlers_completed = self.wait_for_pending_events()
diff --git a/lib/crewai/src/crewai/events/listeners/tracing/trace_listener.py b/lib/crewai/src/crewai/events/listeners/tracing/trace_listener.py
index 462671141..f8cc43572 100644
--- a/lib/crewai/src/crewai/events/listeners/tracing/trace_listener.py
+++ b/lib/crewai/src/crewai/events/listeners/tracing/trace_listener.py
@@ -10,13 +10,14 @@ from crewai.cli.authentication.token import AuthError, get_auth_token
from crewai.cli.version import get_crewai_version
from crewai.events.base_event_listener import BaseEventListener
from crewai.events.event_bus import CrewAIEventsBus
-from crewai.events.utils.console_formatter import ConsoleFormatter
from crewai.events.listeners.tracing.first_time_trace_handler import (
FirstTimeTraceHandler,
)
from crewai.events.listeners.tracing.trace_batch_manager import TraceBatchManager
from crewai.events.listeners.tracing.types import TraceEvent
-from crewai.events.listeners.tracing.utils import safe_serialize_to_dict
+from crewai.events.listeners.tracing.utils import (
+ safe_serialize_to_dict,
+)
from crewai.events.types.agent_events import (
AgentExecutionCompletedEvent,
AgentExecutionErrorEvent,
@@ -80,6 +81,7 @@ from crewai.events.types.tool_usage_events import (
ToolUsageFinishedEvent,
ToolUsageStartedEvent,
)
+from crewai.events.utils.console_formatter import ConsoleFormatter
class TraceCollectionListener(BaseEventListener):
@@ -627,3 +629,35 @@ class TraceCollectionListener(BaseEventListener):
"event": safe_serialize_to_dict(event),
"source": source,
}
+
+ def _show_tracing_disabled_message(self) -> None:
+ """Show a message when tracing is disabled."""
+ from rich.console import Console
+ from rich.panel import Panel
+
+ from crewai.events.listeners.tracing.utils import has_user_declined_tracing
+
+ console = Console()
+
+ if has_user_declined_tracing():
+ message = """Info: Tracing is disabled.
+
+To enable tracing, do any one of these:
+• Set tracing=True in your Crew/Flow code
+• Set CREWAI_TRACING_ENABLED=true in your project's .env file
+• Run: crewai traces enable"""
+ else:
+ message = """Info: Tracing is disabled.
+
+To enable tracing, do any one of these:
+• Set tracing=True in your Crew/Flow code
+• Set CREWAI_TRACING_ENABLED=true in your project's .env file
+• Run: crewai traces enable"""
+
+ panel = Panel(
+ message,
+ title="Tracing Status",
+ border_style="blue",
+ padding=(1, 2),
+ )
+ console.print(panel)
diff --git a/lib/crewai/src/crewai/events/listeners/tracing/utils.py b/lib/crewai/src/crewai/events/listeners/tracing/utils.py
index 9c5a30a05..13e26dacb 100644
--- a/lib/crewai/src/crewai/events/listeners/tracing/utils.py
+++ b/lib/crewai/src/crewai/events/listeners/tracing/utils.py
@@ -1,3 +1,4 @@
+from contextvars import ContextVar, Token
from datetime import datetime
import getpass
import hashlib
@@ -8,7 +9,7 @@ from pathlib import Path
import platform
import re
import subprocess
-from typing import Any
+from typing import Any, cast
import uuid
import click
@@ -23,7 +24,120 @@ from crewai.utilities.serialization import to_serializable
logger = logging.getLogger(__name__)
+_tracing_enabled: ContextVar[bool | None] = ContextVar("_tracing_enabled", default=None)
+
+
+def should_enable_tracing(*, override: bool | None = None) -> bool:
+ """Determine if tracing should be enabled.
+
+ This is the single source of truth for tracing enablement.
+ Priority order:
+ 1. Explicit override (e.g., Crew.tracing=True/False)
+ 2. Environment variable CREWAI_TRACING_ENABLED
+ 3. User consent from user_data
+
+ Args:
+ override: Explicit override for tracing (True=always enable, False=always disable, None=check other settings)
+
+ Returns:
+ True if tracing should be enabled, False otherwise.
+ """
+ if override is True:
+ return True
+ if override is False:
+ return False
+
+ env_value = os.getenv("CREWAI_TRACING_ENABLED", "").lower()
+ if env_value in ("true", "1"):
+ return True
+
+ data = _load_user_data()
+
+ if data.get("trace_consent", False) is not False:
+ return True
+
+ return False
+
+
+def set_tracing_enabled(enabled: bool) -> object:
+ """Set tracing enabled state for current execution context.
+
+ Args:
+ enabled: Whether tracing should be enabled
+
+ Returns:
+ A token that can be used with reset_tracing_enabled to restore previous value.
+ """
+ return _tracing_enabled.set(enabled)
+
+
+def reset_tracing_enabled(token: Token[bool | None]) -> None:
+ """Reset tracing enabled state to previous value.
+
+ Args:
+ token: Token returned from set_tracing_enabled
+ """
+ _tracing_enabled.reset(token)
+
+
+def is_tracing_enabled_in_context() -> bool:
+ """Check if tracing is enabled in current execution context.
+
+ Returns:
+ True if tracing is enabled in context, False otherwise.
+ Returns False if context has not been set.
+ """
+ enabled = _tracing_enabled.get()
+ return enabled if enabled is not None else False
+
+
+def _user_data_file() -> Path:
+ base = Path(db_storage_path())
+ base.mkdir(parents=True, exist_ok=True)
+ return base / ".crewai_user.json"
+
+
+def _load_user_data() -> dict[str, Any]:
+ p = _user_data_file()
+ if p.exists():
+ try:
+ return cast(dict[str, Any], json.loads(p.read_text()))
+ except (json.JSONDecodeError, OSError, PermissionError) as e:
+ logger.warning(f"Failed to load user data: {e}")
+ return {}
+
+
+def _save_user_data(data: dict[str, Any]) -> None:
+ try:
+ p = _user_data_file()
+ p.write_text(json.dumps(data, indent=2))
+ except (OSError, PermissionError) as e:
+ logger.warning(f"Failed to save user data: {e}")
+
+
+def has_user_declined_tracing() -> bool:
+ """Check if user has explicitly declined trace collection.
+
+ Returns:
+ True if user previously declined tracing, False otherwise.
+ """
+ data = _load_user_data()
+ if data.get("first_execution_done", False):
+ return data.get("trace_consent", False) is False
+ return False
+
+
def is_tracing_enabled() -> bool:
+ """Check if tracing should be enabled.
+
+
+ Returns:
+ True if tracing is enabled and not disabled, False otherwise.
+ """
+ # If user has explicitly declined tracing, never enable it
+ if has_user_declined_tracing():
+ return False
+
return os.getenv("CREWAI_TRACING_ENABLED", "false").lower() == "true"
@@ -213,36 +327,12 @@ def _get_generic_system_id() -> str | None:
return None
-def _user_data_file() -> Path:
- base = Path(db_storage_path())
- base.mkdir(parents=True, exist_ok=True)
- return base / ".crewai_user.json"
-
-
-def _load_user_data() -> dict:
- p = _user_data_file()
- if p.exists():
- try:
- return json.loads(p.read_text())
- except (json.JSONDecodeError, OSError, PermissionError) as e:
- logger.warning(f"Failed to load user data: {e}")
- return {}
-
-
-def _save_user_data(data: dict) -> None:
- try:
- p = _user_data_file()
- p.write_text(json.dumps(data, indent=2))
- except (OSError, PermissionError) as e:
- logger.warning(f"Failed to save user data: {e}")
-
-
def get_user_id() -> str:
"""Stable, anonymized user identifier with caching."""
data = _load_user_data()
if "user_id" in data:
- return data["user_id"]
+ return cast(str, data["user_id"])
try:
username = getpass.getuser()
@@ -263,8 +353,12 @@ def is_first_execution() -> bool:
return not data.get("first_execution_done", False)
-def mark_first_execution_done() -> None:
- """Mark that the first execution has been completed."""
+def mark_first_execution_done(user_consented: bool = False) -> None:
+ """Mark that the first execution has been completed.
+
+ Args:
+ user_consented: Whether the user consented to trace collection.
+ """
data = _load_user_data()
if data.get("first_execution_done", False):
return
@@ -275,12 +369,13 @@ def mark_first_execution_done() -> None:
"first_execution_at": datetime.now().timestamp(),
"user_id": get_user_id(),
"machine_id": _get_machine_id(),
+ "trace_consent": user_consented,
}
)
_save_user_data(data)
-def safe_serialize_to_dict(obj, exclude: set[str] | None = None) -> dict[str, Any]:
+def safe_serialize_to_dict(obj: Any, exclude: set[str] | None = None) -> dict[str, Any]:
"""Safely serialize an object to a dictionary for event data."""
try:
serialized = to_serializable(obj, exclude)
@@ -291,7 +386,9 @@ def safe_serialize_to_dict(obj, exclude: set[str] | None = None) -> dict[str, An
return {"serialization_error": str(e), "object_type": type(obj).__name__}
-def truncate_messages(messages, max_content_length=500, max_messages=5):
+def truncate_messages(
+ messages: list[dict[str, Any]], max_content_length: int = 500, max_messages: int = 5
+) -> list[dict[str, Any]]:
"""Truncate message content and limit number of messages"""
if not messages or not isinstance(messages, list):
return messages
@@ -308,9 +405,22 @@ def truncate_messages(messages, max_content_length=500, max_messages=5):
def should_auto_collect_first_time_traces() -> bool:
- """True if we should auto-collect traces for first-time user."""
+ """True if we should auto-collect traces for first-time user.
+
+
+ Returns:
+ True if first-time user AND telemetry not disabled AND tracing not explicitly enabled, False otherwise.
+ """
if _is_test_environment():
return False
+
+ # If user has previously declined, never auto-collect
+ if has_user_declined_tracing():
+ return False
+
+ if is_tracing_enabled_in_context():
+ return False
+
return is_first_execution()
@@ -355,7 +465,7 @@ def prompt_user_for_trace_viewing(timeout_seconds: int = 20) -> bool:
result = [False]
- def get_input():
+ def get_input() -> None:
try:
response = input().strip().lower()
result[0] = response in ["y", "yes"]
@@ -377,6 +487,10 @@ def prompt_user_for_trace_viewing(timeout_seconds: int = 20) -> bool:
return False
-def mark_first_execution_completed() -> None:
- """Mark first execution as completed (called after trace prompt)."""
- mark_first_execution_done()
+def mark_first_execution_completed(user_consented: bool = False) -> None:
+ """Mark first execution as completed (called after trace prompt).
+
+ Args:
+ user_consented: Whether the user consented to trace collection.
+ """
+ mark_first_execution_done(user_consented=user_consented)
diff --git a/lib/crewai/src/crewai/events/utils/console_formatter.py b/lib/crewai/src/crewai/events/utils/console_formatter.py
index 32aa8d208..b610207dc 100644
--- a/lib/crewai/src/crewai/events/utils/console_formatter.py
+++ b/lib/crewai/src/crewai/events/utils/console_formatter.py
@@ -1,3 +1,4 @@
+import threading
from typing import Any, ClassVar
from rich.console import Console
@@ -27,6 +28,7 @@ class ConsoleFormatter:
_pending_a2a_turn_number: int | None = None
_a2a_turn_branches: ClassVar[dict[int, Tree]] = {}
_current_a2a_agent_name: str | None = None
+ crew_completion_printed: ClassVar[threading.Event] = threading.Event()
def __init__(self, verbose: bool = False):
self.console = Console(width=None)
@@ -47,13 +49,44 @@ class ConsoleFormatter:
padding=(1, 2),
)
+ def _show_tracing_disabled_message_if_needed(self) -> None:
+ """Show tracing disabled message if tracing is not enabled."""
+ from crewai.events.listeners.tracing.utils import (
+ has_user_declined_tracing,
+ is_tracing_enabled_in_context,
+ )
+
+ if not is_tracing_enabled_in_context():
+ if has_user_declined_tracing():
+ message = """Info: Tracing is disabled.
+
+To enable tracing, do any one of these:
+• Set tracing=True in your Crew/Flow code
+• Set CREWAI_TRACING_ENABLED=true in your project's .env file
+• Run: crewai traces enable"""
+ else:
+ message = """Info: Tracing is disabled.
+
+To enable tracing, do any one of these:
+• Set tracing=True in your Crew/Flow code
+• Set CREWAI_TRACING_ENABLED=true in your project's .env file
+• Run: crewai traces enable"""
+
+ panel = Panel(
+ message,
+ title="Tracing Status",
+ border_style="blue",
+ padding=(1, 2),
+ )
+ self.console.print(panel)
+
def create_status_content(
self,
title: str,
name: str,
status_style: str = "blue",
tool_args: dict[str, Any] | str = "",
- **fields,
+ **fields: Any,
) -> Text:
"""Create standardized status content with consistent formatting."""
content = Text()
@@ -92,7 +125,7 @@ class ConsoleFormatter:
"""Add a node to the tree with consistent styling."""
return parent.add(Text(text, style=style))
- def print(self, *args, **kwargs) -> None:
+ def print(self, *args: Any, **kwargs: Any) -> None:
"""Custom print that replaces consecutive Tree renders.
* If the argument is a single ``Tree`` instance, we either start a
@@ -208,11 +241,20 @@ class ConsoleFormatter:
self.print_panel(content, title, style)
+ if status in ["completed", "failed"]:
+ self.crew_completion_printed.set()
+
+ # Show tracing disabled message after crew completion
+ self._show_tracing_disabled_message_if_needed()
+
def create_crew_tree(self, crew_name: str, source_id: str) -> Tree | None:
"""Create and initialize a new crew tree with initial status."""
if not self.verbose:
return None
+ # Reset the crew completion event for this new crew execution
+ ConsoleFormatter.crew_completion_printed.clear()
+
tree = Tree(
Text("🚀 Crew: ", style="cyan bold") + Text(crew_name, style="cyan")
)
@@ -497,7 +539,7 @@ class ConsoleFormatter:
return method_branch
- def get_llm_tree(self, tool_name: str):
+ def get_llm_tree(self, tool_name: str) -> Tree:
text = Text()
text.append(f"🔧 Using {tool_name} from LLM available_function", style="yellow")
@@ -512,7 +554,7 @@ class ConsoleFormatter:
self,
tool_name: str,
tool_args: dict[str, Any] | str,
- ):
+ ) -> None:
# Create status content for the tool usage
content = self.create_status_content(
"Tool Usage Started", tool_name, Status="In Progress", tool_args=tool_args
@@ -528,7 +570,7 @@ class ConsoleFormatter:
def handle_llm_tool_usage_finished(
self,
tool_name: str,
- ):
+ ) -> None:
tree = self.get_llm_tree(tool_name)
self.add_tree_node(tree, "✅ Tool Usage Completed", "green")
self.print(tree)
@@ -538,7 +580,7 @@ class ConsoleFormatter:
self,
tool_name: str,
error: str,
- ):
+ ) -> None:
tree = self.get_llm_tree(tool_name)
self.add_tree_node(tree, "❌ Tool Usage Failed", "red")
self.print(tree)
@@ -1558,7 +1600,7 @@ class ConsoleFormatter:
if branch_to_use is None and tree_to_use is not None:
branch_to_use = tree_to_use
- def add_panel():
+ def add_panel() -> None:
memory_text = str(memory_content)
if len(memory_text) > 500:
memory_text = memory_text[:497] + "..."
diff --git a/lib/crewai/src/crewai/flow/flow.py b/lib/crewai/src/crewai/flow/flow.py
index 42b36eb1f..9b9a5a930 100644
--- a/lib/crewai/src/crewai/flow/flow.py
+++ b/lib/crewai/src/crewai/flow/flow.py
@@ -26,14 +26,17 @@ from uuid import uuid4
from opentelemetry import baggage
from opentelemetry.context import attach, detach
from pydantic import BaseModel, Field, ValidationError
+from rich.console import Console
+from rich.panel import Panel
from crewai.events.event_bus import crewai_event_bus
from crewai.events.listeners.tracing.trace_listener import (
TraceCollectionListener,
)
from crewai.events.listeners.tracing.utils import (
- is_tracing_enabled,
- should_auto_collect_first_time_traces,
+ has_user_declined_tracing,
+ set_tracing_enabled,
+ should_enable_tracing,
)
from crewai.events.types.flow_events import (
FlowCreatedEvent,
@@ -452,7 +455,7 @@ class Flow(Generic[T], metaclass=FlowMeta):
_router_paths: ClassVar[dict[FlowMethodName, list[FlowMethodName]]] = {}
initial_state: type[T] | T | None = None
name: str | None = None
- tracing: bool | None = False
+ tracing: bool | None = None
def __class_getitem__(cls: type[Flow[T]], item: type[T]) -> type[Flow[T]]:
class _FlowGeneric(cls): # type: ignore
@@ -464,13 +467,14 @@ class Flow(Generic[T], metaclass=FlowMeta):
def __init__(
self,
persistence: FlowPersistence | None = None,
- tracing: bool | None = False,
+ tracing: bool | None = None,
**kwargs: Any,
) -> None:
"""Initialize a new Flow instance.
Args:
persistence: Optional persistence backend for storing flow states
+ tracing: Whether to enable tracing. True=always enable, False=always disable, None=check environment/user settings
**kwargs: Additional state values to initialize or override
"""
# Initialize basic instance attributes
@@ -488,13 +492,11 @@ class Flow(Generic[T], metaclass=FlowMeta):
# Initialize state with initial values
self._state = self._create_initial_state()
self.tracing = tracing
- if (
- is_tracing_enabled()
- or self.tracing
- or should_auto_collect_first_time_traces()
- ):
- trace_listener = TraceCollectionListener()
- trace_listener.setup_listeners(crewai_event_bus)
+ tracing_enabled = should_enable_tracing(override=self.tracing)
+ set_tracing_enabled(tracing_enabled)
+
+ trace_listener = TraceCollectionListener()
+ trace_listener.setup_listeners(crewai_event_bus)
# Apply any additional kwargs
if kwargs:
self._initialize_state(kwargs)
@@ -936,18 +938,13 @@ class Flow(Generic[T], metaclass=FlowMeta):
)
self._event_futures.clear()
- if (
- is_tracing_enabled()
- or self.tracing
- or should_auto_collect_first_time_traces()
- ):
- trace_listener = TraceCollectionListener()
- if trace_listener.batch_manager.batch_owner_type == "flow":
- if trace_listener.first_time_handler.is_first_time:
- trace_listener.first_time_handler.mark_events_collected()
- trace_listener.first_time_handler.handle_execution_completion()
- else:
- trace_listener.batch_manager.finalize_batch()
+ trace_listener = TraceCollectionListener()
+ if trace_listener.batch_manager.batch_owner_type == "flow":
+ if trace_listener.first_time_handler.is_first_time:
+ trace_listener.first_time_handler.mark_events_collected()
+ trace_listener.first_time_handler.handle_execution_completion()
+ else:
+ trace_listener.batch_manager.finalize_batch()
return final_output
finally:
@@ -1381,3 +1378,32 @@ class Flow(Generic[T], metaclass=FlowMeta):
)
structure = build_flow_structure(self)
return render_interactive(structure, filename=filename, show=show)
+
+ @staticmethod
+ def _show_tracing_disabled_message() -> None:
+ """Show a message when tracing is disabled."""
+
+ console = Console()
+
+ if has_user_declined_tracing():
+ message = """Info: Tracing is disabled.
+
+To enable tracing, do any one of these:
+• Set tracing=True in your Flow code
+• Set CREWAI_TRACING_ENABLED=true in your project's .env file
+• Run: crewai traces enable"""
+ else:
+ message = """Info: Tracing is disabled.
+
+To enable tracing, do any one of these:
+• Set tracing=True in your Flow code
+• Set CREWAI_TRACING_ENABLED=true in your project's .env file
+• Run: crewai traces enable"""
+
+ panel = Panel(
+ message,
+ title="Tracing Status",
+ border_style="blue",
+ padding=(1, 2),
+ )
+ console.print(panel)
diff --git a/lib/crewai/tests/agents/test_agent.py b/lib/crewai/tests/agents/test_agent.py
index 4fd1f3b5b..5bc9f3421 100644
--- a/lib/crewai/tests/agents/test_agent.py
+++ b/lib/crewai/tests/agents/test_agent.py
@@ -2148,7 +2148,7 @@ def test_agent_with_knowledge_with_no_crewai_knowledge():
mock_knowledge.query.assert_called_once()
-@pytest.mark.vcr(record_mode="none", filter_headers=["authorization"])
+@pytest.mark.vcr(filter_headers=["authorization"])
def test_agent_with_only_crewai_knowledge():
mock_knowledge = MagicMock(spec=Knowledge)
diff --git a/lib/crewai/tests/cassettes/TestTraceEnableDisable.test_no_http_calls_when_disabled_via_env.yaml b/lib/crewai/tests/cassettes/TestTraceEnableDisable.test_no_http_calls_when_disabled_via_env.yaml
new file mode 100644
index 000000000..f6726847b
--- /dev/null
+++ b/lib/crewai/tests/cassettes/TestTraceEnableDisable.test_no_http_calls_when_disabled_via_env.yaml
@@ -0,0 +1,125 @@
+interactions:
+- request:
+ body: '{"messages":[{"role":"system","content":"You are Test Agent. Test backstory\nYour
+ personal goal is: Test goal\nTo give my best complete final answer to the task
+ respond using the exact following format:\n\nThought: I now can give a great
+ answer\nFinal Answer: Your final answer must be the great and the most complete
+ as possible, it must be outcome described.\n\nI MUST use these formats, my job
+ depends on it!"},{"role":"user","content":"\nCurrent Task: Say hello\n\nThis
+ is the expected criteria for your final answer: hello\nyou MUST return the actual
+ complete content as the final answer, not a summary.\n\nBegin! This is VERY
+ important to you, use the tools available and give your best Final Answer, your
+ job depends on it!\n\nThought:"}],"model":"gpt-4o-mini"}'
+ headers:
+ accept:
+ - application/json
+ accept-encoding:
+ - gzip, deflate
+ connection:
+ - keep-alive
+ content-length:
+ - '768'
+ content-type:
+ - application/json
+ host:
+ - api.openai.com
+ user-agent:
+ - OpenAI/Python 1.109.1
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+ x-stainless-os:
+ - MacOS
+ x-stainless-package-version:
+ - 1.109.1
+ x-stainless-read-timeout:
+ - '600'
+ x-stainless-retry-count:
+ - '0'
+ x-stainless-runtime:
+ - CPython
+ x-stainless-runtime-version:
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+ uri: https://api.openai.com/v1/chat/completions
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index 2608683cd..6d12a6652 100644
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diff --git a/lib/crewai/tests/test_task.py b/lib/crewai/tests/test_task.py
index 72fe23b4b..370b5d270 100644
--- a/lib/crewai/tests/test_task.py
+++ b/lib/crewai/tests/test_task.py
@@ -697,8 +697,13 @@ def test_save_task_json_output():
@pytest.mark.vcr(filter_headers=["authorization"])
-def test_save_task_pydantic_output():
- import uuid
+def test_save_task_pydantic_output(tmp_path, monkeypatch):
+ """Test saving pydantic output to a file.
+
+ Uses tmp_path fixture and monkeypatch to change directory to avoid
+ file system race conditions on enterprise systems.
+ """
+ from pathlib import Path
class ScoreOutput(BaseModel):
score: int
@@ -710,7 +715,9 @@ def test_save_task_pydantic_output():
allow_delegation=False,
)
- output_file = f"score_{uuid.uuid4()}.json"
+ monkeypatch.chdir(tmp_path)
+
+ output_file = "score_output.json"
task = Task(
description="Give me an integer score between 1-5 for the following title: 'The impact of AI in the future of work'",
expected_output="The score of the title.",
@@ -722,11 +729,9 @@ def test_save_task_pydantic_output():
crew = Crew(agents=[scorer], tasks=[task])
crew.kickoff()
- output_file_exists = os.path.exists(output_file)
- assert output_file_exists
- assert {"score": 4} == json.loads(open(output_file).read())
- if output_file_exists:
- os.remove(output_file)
+ output_path = Path(output_file).resolve()
+ assert output_path.exists()
+ assert {"score": 4} == json.loads(output_path.read_text())
@pytest.mark.vcr(filter_headers=["authorization"])
diff --git a/lib/crewai/tests/tracing/test_trace_enable_disable.py b/lib/crewai/tests/tracing/test_trace_enable_disable.py
new file mode 100644
index 000000000..6304fbb78
--- /dev/null
+++ b/lib/crewai/tests/tracing/test_trace_enable_disable.py
@@ -0,0 +1,112 @@
+"""Tests to verify that traces are sent when enabled and not sent when disabled.
+
+VCR will record HTTP interactions. Inspect cassettes to verify tracing behavior.
+"""
+
+import pytest
+from crewai import Agent, Crew, Task
+from tests.utils import wait_for_event_handlers
+
+
+class TestTraceEnableDisable:
+ """Test suite to verify trace sending behavior with VCR cassette recording."""
+
+ @pytest.mark.vcr(filter_headers=["authorization"])
+ def test_no_http_calls_when_disabled_via_env(self):
+ """Test execution when tracing disabled via CREWAI_TRACING_ENABLED=false."""
+ with pytest.MonkeyPatch.context() as mp:
+ mp.setenv("CREWAI_TRACING_ENABLED", "false")
+ mp.setenv("CREWAI_DISABLE_TELEMETRY", "false")
+
+ agent = Agent(
+ role="Test Agent",
+ goal="Test goal",
+ backstory="Test backstory",
+ llm="gpt-4o-mini",
+ )
+ task = Task(
+ description="Say hello",
+ expected_output="hello",
+ agent=agent,
+ )
+ crew = Crew(agents=[agent], tasks=[task], verbose=False)
+
+ result = crew.kickoff()
+ wait_for_event_handlers()
+
+ assert result is not None
+
+ @pytest.mark.vcr(filter_headers=["authorization"])
+ def test_no_http_calls_when_disabled_via_tracing_false(self):
+ """Test execution when tracing=False explicitly set."""
+ with pytest.MonkeyPatch.context() as mp:
+ mp.setenv("CREWAI_DISABLE_TELEMETRY", "false")
+
+ agent = Agent(
+ role="Test Agent",
+ goal="Test goal",
+ backstory="Test backstory",
+ llm="gpt-4o-mini",
+ )
+ task = Task(
+ description="Say hello",
+ expected_output="hello",
+ agent=agent,
+ )
+ crew = Crew(agents=[agent], tasks=[task], verbose=False, tracing=False)
+
+ result = crew.kickoff()
+ wait_for_event_handlers()
+
+ assert result is not None
+
+ @pytest.mark.vcr(filter_headers=["authorization"])
+ def test_trace_calls_when_enabled_via_env(self):
+ """Test execution when tracing enabled via CREWAI_TRACING_ENABLED=true."""
+ with pytest.MonkeyPatch.context() as mp:
+ mp.setenv("CREWAI_TRACING_ENABLED", "true")
+ mp.setenv("CREWAI_DISABLE_TELEMETRY", "false")
+ mp.setenv("OTEL_SDK_DISABLED", "false")
+
+ agent = Agent(
+ role="Test Agent",
+ goal="Test goal",
+ backstory="Test backstory",
+ llm="gpt-4o-mini",
+ )
+ task = Task(
+ description="Say hello",
+ expected_output="hello",
+ agent=agent,
+ )
+ crew = Crew(agents=[agent], tasks=[task], verbose=False)
+
+ result = crew.kickoff()
+ wait_for_event_handlers()
+
+ assert result is not None
+
+ @pytest.mark.vcr(filter_headers=["authorization"])
+ def test_trace_calls_when_enabled_via_tracing_true(self):
+ """Test execution when tracing=True explicitly set."""
+ with pytest.MonkeyPatch.context() as mp:
+ mp.setenv("CREWAI_DISABLE_TELEMETRY", "false")
+ mp.setenv("OTEL_SDK_DISABLED", "false")
+
+ agent = Agent(
+ role="Test Agent",
+ goal="Test goal",
+ backstory="Test backstory",
+ llm="gpt-4o-mini",
+ )
+ task = Task(
+ description="Say hello",
+ expected_output="hello",
+ agent=agent,
+ )
+ crew = Crew(agents=[agent], tasks=[task], verbose=False, tracing=True)
+
+ result = crew.kickoff()
+ wait_for_event_handlers()
+
+ assert result is not None
diff --git a/lib/crewai/tests/tracing/test_tracing.py b/lib/crewai/tests/tracing/test_tracing.py
index 644c7a4b4..cb340c6d4 100644
--- a/lib/crewai/tests/tracing/test_tracing.py
+++ b/lib/crewai/tests/tracing/test_tracing.py
@@ -20,6 +20,21 @@ from tests.utils import wait_for_event_handlers
class TestTraceListenerSetup:
"""Test TraceListener is properly setup and collecting events"""
+ @pytest.fixture(autouse=True)
+ def mock_user_data_file_io(self):
+ """Mock user data file I/O to prevent file system pollution between tests"""
+ with (
+ patch(
+ "crewai.events.listeners.tracing.utils._load_user_data",
+ return_value={},
+ ),
+ patch(
+ "crewai.events.listeners.tracing.utils._save_user_data",
+ return_value=None,
+ ),
+ ):
+ yield
+
@pytest.fixture(autouse=True)
def mock_auth_token(self):
"""Mock authentication token for all tests in this class"""
@@ -45,6 +60,13 @@ class TestTraceListenerSetup:
"""Reset tracing singleton instances between tests"""
from crewai.events.event_bus import crewai_event_bus
from crewai.events.event_listener import EventListener
+ from crewai.events.listeners.tracing.utils import _tracing_enabled
+
+ # Reset the tracing enabled contextvar
+ try:
+ _tracing_enabled.set(None)
+ except (LookupError, AttributeError):
+ pass
# Clear event bus handlers BEFORE creating any new singletons
with crewai_event_bus._rwlock.w_locked():
@@ -53,11 +75,19 @@ class TestTraceListenerSetup:
crewai_event_bus._handler_dependencies = {}
crewai_event_bus._execution_plan_cache = {}
- # Reset TraceCollectionListener singleton
- if hasattr(TraceCollectionListener, "_instance"):
- TraceCollectionListener._instance = None
- TraceCollectionListener._initialized = False
- TraceCollectionListener._listeners_setup = False
+ # Reset TraceCollectionListener singleton - must reset instance attributes too
+ if TraceCollectionListener._instance is not None:
+ # Reset instance attributes that shadow class attributes (only if they exist as instance attrs)
+ instance_dict = TraceCollectionListener._instance.__dict__
+ if "_initialized" in instance_dict:
+ del TraceCollectionListener._instance._initialized
+ if "_listeners_setup" in instance_dict:
+ del TraceCollectionListener._instance._listeners_setup
+
+ # Reset class attributes
+ TraceCollectionListener._instance = None
+ TraceCollectionListener._initialized = False
+ TraceCollectionListener._listeners_setup = False
# Reset EventListener singleton
if hasattr(EventListener, "_instance"):
@@ -72,10 +102,19 @@ class TestTraceListenerSetup:
crewai_event_bus._handler_dependencies = {}
crewai_event_bus._execution_plan_cache = {}
- if hasattr(TraceCollectionListener, "_instance"):
- TraceCollectionListener._instance = None
- TraceCollectionListener._initialized = False
- TraceCollectionListener._listeners_setup = False
+ # Reset TraceCollectionListener singleton - must reset instance attributes too
+ if TraceCollectionListener._instance is not None:
+ # Reset instance attributes that shadow class attributes (only if they exist as instance attrs)
+ instance_dict = TraceCollectionListener._instance.__dict__
+ if "_initialized" in instance_dict:
+ del TraceCollectionListener._instance._initialized
+ if "_listeners_setup" in instance_dict:
+ del TraceCollectionListener._instance._listeners_setup
+
+ # Reset class attributes
+ TraceCollectionListener._instance = None
+ TraceCollectionListener._initialized = False
+ TraceCollectionListener._listeners_setup = False
if hasattr(EventListener, "_instance"):
EventListener._instance = None
@@ -119,7 +158,15 @@ class TestTraceListenerSetup:
def test_trace_listener_collects_crew_events(self):
"""Test that trace listener properly collects events from crew execution"""
- with patch.dict(os.environ, {"CREWAI_TRACING_ENABLED": "true"}):
+ with patch.dict(
+ os.environ,
+ {
+ "CREWAI_TRACING_ENABLED": "true",
+ "CREWAI_DISABLE_TELEMETRY": "false",
+ "CREWAI_DISABLE_TRACKING": "false",
+ "OTEL_SDK_DISABLED": "false",
+ },
+ ):
agent = Agent(
role="Test Agent",
goal="Test goal",
@@ -148,7 +195,15 @@ class TestTraceListenerSetup:
def test_batch_manager_finalizes_batch_clears_buffer(self):
"""Test that batch manager properly finalizes batch and clears buffer"""
- with patch.dict(os.environ, {"CREWAI_TRACING_ENABLED": "true"}):
+ with patch.dict(
+ os.environ,
+ {
+ "CREWAI_TRACING_ENABLED": "true",
+ "CREWAI_DISABLE_TELEMETRY": "false",
+ "CREWAI_DISABLE_TRACKING": "false",
+ "OTEL_SDK_DISABLED": "false",
+ },
+ ):
agent = Agent(
role="Test Agent",
goal="Test goal",
@@ -206,7 +261,15 @@ class TestTraceListenerSetup:
def test_events_collection_batch_manager(self, mock_plus_api_calls):
"""Test that trace listener properly collects events from crew execution"""
- with patch.dict(os.environ, {"CREWAI_TRACING_ENABLED": "true"}):
+ with patch.dict(
+ os.environ,
+ {
+ "CREWAI_TRACING_ENABLED": "true",
+ "CREWAI_DISABLE_TELEMETRY": "false",
+ "CREWAI_DISABLE_TRACKING": "false",
+ "OTEL_SDK_DISABLED": "false",
+ },
+ ):
agent = Agent(
role="Test Agent",
goal="Test goal",
@@ -300,7 +363,15 @@ class TestTraceListenerSetup:
def test_trace_listener_setup_correctly_for_crew(self):
"""Test that trace listener is set up correctly when enabled"""
- with patch.dict(os.environ, {"CREWAI_TRACING_ENABLED": "true"}):
+ with patch.dict(
+ os.environ,
+ {
+ "CREWAI_TRACING_ENABLED": "true",
+ "CREWAI_DISABLE_TELEMETRY": "false",
+ "CREWAI_DISABLE_TRACKING": "false",
+ "OTEL_SDK_DISABLED": "false",
+ },
+ ):
agent = Agent(
role="Test Agent",
goal="Test goal",
@@ -318,11 +389,19 @@ class TestTraceListenerSetup:
Crew(agents=[agent], tasks=[task], verbose=True)
assert mock_listener_setup.call_count >= 1
+ @pytest.mark.vcr(filter_headers=["authorization"])
def test_trace_listener_setup_correctly_for_flow(self):
"""Test that trace listener is set up correctly when enabled"""
- with patch.dict(os.environ, {"CREWAI_TRACING_ENABLED": "true"}):
-
+ with patch.dict(
+ os.environ,
+ {
+ "CREWAI_TRACING_ENABLED": "true",
+ "CREWAI_DISABLE_TELEMETRY": "false",
+ "CREWAI_DISABLE_TRACKING": "false",
+ "OTEL_SDK_DISABLED": "false",
+ },
+ ):
class FlowExample(Flow):
@start()
def start(self):
@@ -338,7 +417,15 @@ class TestTraceListenerSetup:
def test_trace_listener_ephemeral_batch(self):
"""Test that trace listener properly handles ephemeral batches"""
with (
- patch.dict(os.environ, {"CREWAI_TRACING_ENABLED": "true"}),
+ patch.dict(
+ os.environ,
+ {
+ "CREWAI_TRACING_ENABLED": "true",
+ "CREWAI_DISABLE_TELEMETRY": "false",
+ "CREWAI_DISABLE_TRACKING": "false",
+ "OTEL_SDK_DISABLED": "false",
+ },
+ ),
patch(
"crewai.events.listeners.tracing.trace_listener.TraceCollectionListener._check_authenticated",
return_value=False,
@@ -371,7 +458,15 @@ class TestTraceListenerSetup:
@pytest.mark.vcr(filter_headers=["authorization"])
def test_trace_listener_with_authenticated_user(self):
"""Test that trace listener properly handles authenticated batches"""
- with patch.dict(os.environ, {"CREWAI_TRACING_ENABLED": "true"}):
+ with patch.dict(
+ os.environ,
+ {
+ "CREWAI_TRACING_ENABLED": "true",
+ "CREWAI_DISABLE_TELEMETRY": "false",
+ "CREWAI_DISABLE_TRACKING": "false",
+ "OTEL_SDK_DISABLED": "false",
+ },
+ ):
agent = Agent(
role="Test Agent",
goal="Test goal",
@@ -433,7 +528,15 @@ class TestTraceListenerSetup:
"""Test first-time user trace collection logic with timeout behavior"""
with (
- patch.dict(os.environ, {"CREWAI_TRACING_ENABLED": "false"}),
+ patch.dict(
+ os.environ,
+ {
+ "CREWAI_TRACING_ENABLED": "false",
+ "CREWAI_DISABLE_TELEMETRY": "false",
+ "CREWAI_DISABLE_TRACKING": "false",
+ "OTEL_SDK_DISABLED": "false",
+ },
+ ),
patch(
"crewai.events.listeners.tracing.utils._is_test_environment",
return_value=False,
@@ -472,6 +575,10 @@ class TestTraceListenerSetup:
trace_listener = TraceCollectionListener()
trace_listener.setup_listeners(crewai_event_bus)
+ trace_listener.first_time_handler = FirstTimeTraceHandler()
+ if trace_listener.first_time_handler.initialize_for_first_time_user():
+ trace_listener.first_time_handler.set_batch_manager(trace_listener.batch_manager)
+
assert trace_listener.first_time_handler.is_first_time is True
assert trace_listener.first_time_handler.collected_events is False
@@ -494,7 +601,15 @@ class TestTraceListenerSetup:
"""Test first-time user trace collection when user accepts viewing traces"""
with (
- patch.dict(os.environ, {"CREWAI_TRACING_ENABLED": "false"}),
+ patch.dict(
+ os.environ,
+ {
+ "CREWAI_TRACING_ENABLED": "false",
+ "CREWAI_DISABLE_TELEMETRY": "false",
+ "CREWAI_DISABLE_TRACKING": "false",
+ "OTEL_SDK_DISABLED": "false",
+ },
+ ),
patch(
"crewai.events.listeners.tracing.utils._is_test_environment",
return_value=False,
@@ -531,6 +646,12 @@ class TestTraceListenerSetup:
from crewai.events.event_bus import crewai_event_bus
trace_listener = TraceCollectionListener()
+ trace_listener.setup_listeners(crewai_event_bus)
+
+ # Re-initialize first-time handler after patches are applied to ensure clean state
+ trace_listener.first_time_handler = FirstTimeTraceHandler()
+ if trace_listener.first_time_handler.initialize_for_first_time_user():
+ trace_listener.first_time_handler.set_batch_manager(trace_listener.batch_manager)
trace_listener.batch_manager.ephemeral_trace_url = (
"https://crewai.com/trace/mock-id"
@@ -546,8 +667,6 @@ class TestTraceListenerSetup:
trace_listener.first_time_handler, "_display_ephemeral_trace_link"
) as mock_display_link,
):
- trace_listener.setup_listeners(crewai_event_bus)
-
assert trace_listener.first_time_handler.is_first_time is True
trace_listener.first_time_handler.collected_events = True
@@ -567,7 +686,15 @@ class TestTraceListenerSetup:
def test_first_time_user_trace_consolidation_logic(self, mock_plus_api_calls):
"""Test the consolidation logic for first-time users vs regular tracing"""
with (
- patch.dict(os.environ, {"CREWAI_TRACING_ENABLED": "false"}),
+ patch.dict(
+ os.environ,
+ {
+ "CREWAI_TRACING_ENABLED": "",
+ "CREWAI_DISABLE_TELEMETRY": "false",
+ "CREWAI_DISABLE_TRACKING": "false",
+ "OTEL_SDK_DISABLED": "false",
+ },
+ ),
patch(
"crewai.events.listeners.tracing.utils._is_test_environment",
return_value=False,
@@ -588,6 +715,13 @@ class TestTraceListenerSetup:
crewai_event_bus._async_handlers = {}
trace_listener = TraceCollectionListener()
+
+ # Re-initialize first-time handler after patches are applied to ensure clean state
+ # This is necessary because the singleton may have been created before patches were active
+ trace_listener.first_time_handler = FirstTimeTraceHandler()
+ if trace_listener.first_time_handler.initialize_for_first_time_user():
+ trace_listener.first_time_handler.set_batch_manager(trace_listener.batch_manager)
+
trace_listener.setup_listeners(crewai_event_bus)
assert trace_listener.first_time_handler.is_first_time is True
@@ -668,40 +802,41 @@ class TestTraceListenerSetup:
def test_trace_batch_marked_as_failed_on_finalize_error(self):
"""Test that trace batch is marked as failed when finalization returns non-200 status"""
# Test the error handling logic directly in TraceBatchManager
- batch_manager = TraceBatchManager()
+ with patch("crewai.events.listeners.tracing.trace_batch_manager.is_tracing_enabled_in_context", return_value=True):
+ batch_manager = TraceBatchManager()
- # Initialize a batch
- batch_manager.current_batch = batch_manager.initialize_batch(
- user_context={"privacy_level": "standard"},
- execution_metadata={
- "execution_type": "crew",
- "crew_name": "test_crew",
- },
- )
- batch_manager.trace_batch_id = "test_batch_id_12345"
- batch_manager.backend_initialized = True
-
- # Mock the API responses
- with (
- patch.object(
- batch_manager.plus_api,
- "send_trace_events",
- return_value=MagicMock(status_code=200),
- ),
- patch.object(
- batch_manager.plus_api,
- "finalize_trace_batch",
- return_value=MagicMock(status_code=500, text="Internal Server Error"),
- ),
- patch.object(
- batch_manager.plus_api,
- "mark_trace_batch_as_failed",
- ) as mock_mark_failed,
- ):
- # Call finalize_batch directly
- batch_manager.finalize_batch()
-
- # Verify that mark_trace_batch_as_failed was called with the error message
- mock_mark_failed.assert_called_once_with(
- "test_batch_id_12345", "Internal Server Error"
+ # Initialize a batch
+ batch_manager.current_batch = batch_manager.initialize_batch(
+ user_context={"privacy_level": "standard"},
+ execution_metadata={
+ "execution_type": "crew",
+ "crew_name": "test_crew",
+ },
)
+ batch_manager.trace_batch_id = "test_batch_id_12345"
+ batch_manager.backend_initialized = True
+
+ # Mock the API responses
+ with (
+ patch.object(
+ batch_manager.plus_api,
+ "send_trace_events",
+ return_value=MagicMock(status_code=200),
+ ),
+ patch.object(
+ batch_manager.plus_api,
+ "finalize_trace_batch",
+ return_value=MagicMock(status_code=500, text="Internal Server Error"),
+ ),
+ patch.object(
+ batch_manager.plus_api,
+ "mark_trace_batch_as_failed",
+ ) as mock_mark_failed,
+ ):
+ # Call finalize_batch directly
+ batch_manager.finalize_batch()
+
+ # Verify that mark_trace_batch_as_failed was called with the error message
+ mock_mark_failed.assert_called_once_with(
+ "test_batch_id_12345", "Internal Server Error"
+ )