mirror of
https://github.com/crewAIInc/crewAI.git
synced 2025-12-16 04:18:35 +00:00
fix: ensure instrumentation flags
This commit is contained in:
Greyson LaLonde
@@ -402,6 +402,77 @@ crewai config reset
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After resetting configuration, re-run `crewai login` to authenticate again.
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</Tip>
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### 14. Trace Management
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Manage trace collection preferences for your Crew and Flow executions.
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```shell Terminal
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crewai traces [COMMAND]
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```
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#### Commands:
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- `enable`: Enable trace collection for crew/flow executions
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```shell Terminal
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crewai traces enable
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```
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- `disable`: Disable trace collection for crew/flow executions
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```shell Terminal
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crewai traces disable
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```
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- `status`: Show current trace collection status
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```shell Terminal
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crewai traces status
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```
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#### How Tracing Works
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Trace collection is controlled by checking three settings in priority order:
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1. **Explicit flag in code** (highest priority - can enable OR disable):
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```python
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crew = Crew(agents=[...], tasks=[...], tracing=True) # Always enable
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crew = Crew(agents=[...], tasks=[...], tracing=False) # Always disable
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crew = Crew(agents=[...], tasks=[...]) # Check lower priorities (default)
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```
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- `tracing=True` will **always enable** tracing (overrides everything)
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- `tracing=False` will **always disable** tracing (overrides everything)
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- `tracing=None` or omitted will check lower priority settings
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2. **Environment variable** (second priority):
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```env
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CREWAI_TRACING_ENABLED=true
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```
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- Checked only if `tracing` is not explicitly set to `True` or `False` in code
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- Set to `true` or `1` to enable tracing
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3. **User preference** (lowest priority):
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```shell Terminal
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crewai traces enable
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```
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- Checked only if `tracing` is not set in code and `CREWAI_TRACING_ENABLED` is not set to `true`
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- Running `crewai traces enable` is sufficient to enable tracing by itself
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<Note>
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**To enable tracing**, use any one of these methods:
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- Set `tracing=True` in your Crew/Flow code, OR
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- Add `CREWAI_TRACING_ENABLED=true` to your `.env` file, OR
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- Run `crewai traces enable`
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**To disable tracing**, use any ONE of these methods:
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- Set `tracing=False` in your Crew/Flow code (overrides everything), OR
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- Remove or set to `false` the `CREWAI_TRACING_ENABLED` env var, OR
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- Run `crewai traces disable`
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Higher priority settings override lower ones.
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</Note>
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<Tip>
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For more information about tracing, see the [Tracing documentation](/observability/tracing).
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</Tip>
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<Tip>
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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.
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</Tip>
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@@ -493,5 +493,206 @@ def config_reset():
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config_command.reset_all_settings()
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@crewai.group()
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def env():
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"""Environment variable commands."""
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@env.command("view")
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def env_view():
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"""View tracing-related environment variables."""
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import os
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from pathlib import Path
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from rich.console import Console
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from rich.panel import Panel
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from rich.table import Table
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console = Console()
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# Check for .env file
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env_file = Path(".env")
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env_file_exists = env_file.exists()
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# Create table for environment variables
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table = Table(show_header=True, header_style="bold cyan", expand=True)
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table.add_column("Environment Variable", style="cyan", width=30)
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table.add_column("Value", style="white", width=20)
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table.add_column("Source", style="yellow", width=20)
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# Check CREWAI_TRACING_ENABLED
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crewai_tracing = os.getenv("CREWAI_TRACING_ENABLED", "")
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if crewai_tracing:
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table.add_row(
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"CREWAI_TRACING_ENABLED",
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crewai_tracing,
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"Environment/Shell",
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)
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else:
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table.add_row(
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"CREWAI_TRACING_ENABLED",
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"[dim]Not set[/dim]",
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"[dim]—[/dim]",
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)
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# Check other related env vars
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crewai_testing = os.getenv("CREWAI_TESTING", "")
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if crewai_testing:
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table.add_row("CREWAI_TESTING", crewai_testing, "Environment/Shell")
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crewai_user_id = os.getenv("CREWAI_USER_ID", "")
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if crewai_user_id:
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table.add_row("CREWAI_USER_ID", crewai_user_id, "Environment/Shell")
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crewai_org_id = os.getenv("CREWAI_ORG_ID", "")
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if crewai_org_id:
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table.add_row("CREWAI_ORG_ID", crewai_org_id, "Environment/Shell")
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# Check if .env file exists
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table.add_row(
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".env file",
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"✅ Found" if env_file_exists else "❌ Not found",
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str(env_file.resolve()) if env_file_exists else "N/A",
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)
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panel = Panel(
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table,
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title="Tracing Environment Variables",
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border_style="blue",
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padding=(1, 2),
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)
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console.print("\n")
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console.print(panel)
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# Show helpful message
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if env_file_exists:
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console.print(
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"\n[dim]💡 Tip: To enable tracing via .env, add: CREWAI_TRACING_ENABLED=true[/dim]"
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)
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else:
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console.print(
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"\n[dim]💡 Tip: Create a .env file in your project root and add: CREWAI_TRACING_ENABLED=true[/dim]"
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)
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console.print()
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@crewai.group()
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def traces():
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"""Trace collection management commands."""
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@traces.command("enable")
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def traces_enable():
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"""Enable trace collection for crew/flow executions."""
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from rich.console import Console
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from rich.panel import Panel
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from crewai.events.listeners.tracing.utils import (
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_load_user_data,
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_save_user_data,
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)
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console = Console()
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# Update user data to enable traces
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user_data = _load_user_data()
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user_data["trace_consent"] = True
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user_data["first_execution_done"] = True
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_save_user_data(user_data)
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panel = Panel(
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"✅ Trace collection has been enabled!\n\n"
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"Your crew/flow executions will now send traces to CrewAI+.\n"
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"Use 'crewai traces disable' to turn off trace collection.",
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title="Traces Enabled",
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border_style="green",
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padding=(1, 2),
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)
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console.print(panel)
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@traces.command("disable")
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def traces_disable():
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"""Disable trace collection for crew/flow executions."""
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from rich.console import Console
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from rich.panel import Panel
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from crewai.events.listeners.tracing.utils import (
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_load_user_data,
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_save_user_data,
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)
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console = Console()
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# Update user data to disable traces
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user_data = _load_user_data()
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user_data["trace_consent"] = False
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user_data["first_execution_done"] = True
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_save_user_data(user_data)
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panel = Panel(
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"❌ Trace collection has been disabled!\n\n"
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"Your crew/flow executions will no longer send traces.\n"
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"Use 'crewai traces enable' to turn trace collection back on.",
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title="Traces Disabled",
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border_style="red",
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padding=(1, 2),
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)
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console.print(panel)
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@traces.command("status")
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def traces_status():
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"""Show current trace collection status."""
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import os
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from rich.console import Console
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from rich.panel import Panel
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from rich.table import Table
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from crewai.events.listeners.tracing.utils import (
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_load_user_data,
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is_tracing_enabled,
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)
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console = Console()
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user_data = _load_user_data()
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table = Table(show_header=False, box=None)
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table.add_column("Setting", style="cyan")
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table.add_column("Value", style="white")
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# Check environment variable
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env_enabled = os.getenv("CREWAI_TRACING_ENABLED", "false")
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table.add_row("CREWAI_TRACING_ENABLED", env_enabled)
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# Check user consent
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trace_consent = user_data.get("trace_consent")
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if trace_consent is True:
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consent_status = "✅ Enabled (user consented)"
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elif trace_consent is False:
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consent_status = "❌ Disabled (user declined)"
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else:
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consent_status = "⚪ Not set (first-time user)"
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table.add_row("User Consent", consent_status)
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# Check overall status
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if is_tracing_enabled():
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overall_status = "✅ ENABLED"
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border_style = "green"
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else:
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overall_status = "❌ DISABLED"
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border_style = "red"
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table.add_row("Overall Status", overall_status)
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panel = Panel(
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table,
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title="Trace Collection Status",
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border_style=border_style,
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padding=(1, 2),
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)
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console.print(panel)
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if __name__ == "__main__":
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crewai()
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@@ -1,3 +1,5 @@
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from datetime import datetime
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import os
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from typing import Any
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from rich.console import Console
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@@ -5,6 +7,7 @@ from rich.table import Table
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from crewai.cli.command import BaseCommand
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from crewai.cli.config import HIDDEN_SETTINGS_KEYS, READONLY_SETTINGS_KEYS, Settings
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from crewai.events.listeners.tracing.utils import _load_user_data
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console = Console()
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@@ -39,6 +42,42 @@ class SettingsCommand(BaseCommand):
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table.add_row(field_name, display_value, description)
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# Add trace-related settings from user data
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user_data = _load_user_data()
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# CREWAI_TRACING_ENABLED environment variable
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env_tracing = os.getenv("CREWAI_TRACING_ENABLED", "")
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env_tracing_display = env_tracing if env_tracing else "Not set"
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table.add_row(
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"CREWAI_TRACING_ENABLED",
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env_tracing_display,
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"Environment variable to enable/disable tracing",
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)
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# Trace consent status
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trace_consent = user_data.get("trace_consent")
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if trace_consent is True:
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consent_display = "✅ Enabled"
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elif trace_consent is False:
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consent_display = "❌ Disabled"
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else:
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consent_display = "Not set"
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table.add_row(
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"trace_consent", consent_display, "Whether trace collection is enabled"
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)
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# First execution timestamp
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if user_data.get("first_execution_at"):
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timestamp = datetime.fromtimestamp(user_data["first_execution_at"])
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first_exec_display = timestamp.strftime("%Y-%m-%d %H:%M:%S")
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else:
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first_exec_display = "Not set"
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table.add_row(
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"first_execution_at",
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first_exec_display,
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"Timestamp of first crew/flow execution",
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)
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console.print(table)
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def set(self, key: str, value: str) -> None:
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@@ -27,6 +27,8 @@ from pydantic import (
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model_validator,
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)
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from pydantic_core import PydanticCustomError
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from rich.console import Console
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from rich.panel import Panel
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from typing_extensions import Self
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from crewai.agent import Agent
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@@ -39,8 +41,8 @@ from crewai.events.listeners.tracing.trace_listener import (
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TraceCollectionListener,
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)
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from crewai.events.listeners.tracing.utils import (
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is_tracing_enabled,
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should_auto_collect_first_time_traces,
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set_tracing_enabled,
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should_enable_tracing,
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)
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from crewai.events.types.crew_events import (
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CrewKickoffCompletedEvent,
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@@ -280,8 +282,8 @@ class Crew(FlowTrackable, BaseModel):
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description="Metrics for the LLM usage during all tasks execution.",
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)
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tracing: bool | None = Field(
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default=False,
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description="Whether to enable tracing for the crew.",
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default=None,
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description="Whether to enable tracing for the crew. True=always enable, False=always disable, None=check environment/user settings.",
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)
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@field_validator("id", mode="before")
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@@ -311,15 +313,14 @@ class Crew(FlowTrackable, BaseModel):
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@model_validator(mode="after")
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def set_private_attrs(self) -> Crew:
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"""set private attributes."""
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self._cache_handler = CacheHandler()
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event_listener = EventListener() # type: ignore[no-untyped-call]
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if (
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is_tracing_enabled()
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or self.tracing
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or should_auto_collect_first_time_traces()
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):
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# Determine and set tracing state once for this execution
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tracing_enabled = should_enable_tracing(override=self.tracing)
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set_tracing_enabled(tracing_enabled)
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# Always setup trace listener - actual execution control is via contextvar
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trace_listener = TraceCollectionListener()
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trace_listener.setup_listeners(crewai_event_bus)
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event_listener.verbose = self.verbose
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@@ -1171,6 +1172,10 @@ class Crew(FlowTrackable, BaseModel):
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total_tokens=self.token_usage.total_tokens,
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),
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)
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# Finalization is handled by trace listener (always initialized)
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# The batch manager checks contextvar to determine if tracing is enabled
|
||||
|
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return CrewOutput(
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raw=final_task_output.raw,
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pydantic=final_task_output.pydantic,
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@@ -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)
|
||||
|
||||
@@ -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
|
||||
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||||
@@ -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
|
||||
|
||||
@@ -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(
|
||||
|
||||
@@ -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()
|
||||
|
||||
@@ -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)
|
||||
|
||||
@@ -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)
|
||||
|
||||
@@ -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] + "..."
|
||||
|
||||
@@ -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
|
||||
@@ -488,11 +492,9 @@ 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()
|
||||
):
|
||||
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
|
||||
@@ -936,11 +938,6 @@ 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:
|
||||
@@ -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)
|
||||
|
||||
@@ -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():
|
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mock_knowledge = MagicMock(spec=Knowledge)
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@pytest.mark.vcr(filter_headers=["authorization"])
|
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def test_save_task_pydantic_output():
|
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import uuid
|
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def test_save_task_pydantic_output(tmp_path, monkeypatch):
|
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"""Test saving pydantic output to a file.
|
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Uses tmp_path fixture and monkeypatch to change directory to avoid
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file system race conditions on enterprise systems.
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"""
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class ScoreOutput(BaseModel):
|
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score: int
|
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@@ -710,7 +715,9 @@ def test_save_task_pydantic_output():
|
||||
allow_delegation=False,
|
||||
)
|
||||
|
||||
output_file = f"score_{uuid.uuid4()}.json"
|
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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"])
|
||||
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112
lib/crewai/tests/tracing/test_trace_enable_disable.py
Normal file
112
lib/crewai/tests/tracing/test_trace_enable_disable.py
Normal file
@@ -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.
|
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"""
|
||||
|
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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
|
||||
@@ -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():
|
||||
@@ -53,8 +75,16 @@ class TestTraceListenerSetup:
|
||||
crewai_event_bus._handler_dependencies = {}
|
||||
crewai_event_bus._execution_plan_cache = {}
|
||||
|
||||
# Reset TraceCollectionListener singleton
|
||||
if hasattr(TraceCollectionListener, "_instance"):
|
||||
# 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
|
||||
@@ -72,7 +102,16 @@ class TestTraceListenerSetup:
|
||||
crewai_event_bus._handler_dependencies = {}
|
||||
crewai_event_bus._execution_plan_cache = {}
|
||||
|
||||
if hasattr(TraceCollectionListener, "_instance"):
|
||||
# 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
|
||||
@@ -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
|
||||
@@ -668,6 +802,7 @@ 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
|
||||
with patch("crewai.events.listeners.tracing.trace_batch_manager.is_tracing_enabled_in_context", return_value=True):
|
||||
batch_manager = TraceBatchManager()
|
||||
|
||||
# Initialize a batch
|
||||
|
||||
Reference in New Issue
Block a user