No Traces Shown

[CocoSgt]

Thats my colab:

But nothing shown in traces(I check all my org, nothing):

[rm-openai]

Can you try this to help debug please?

from agents import enable_verbose_stdout_logging

enable_verbose_stdout_logging()

Then look in the logs. Should have something like:

Exported 3 traces, 5 spans

or some sort of error message if the upload failed.

[CocoSgt]

Creating trace Agent workflow with id trace_1484c59578274d159eb2f88f726039e6
Creating trace Agent workflow with id trace_1484c59578274d159eb2f88f726039e6
Creating trace Agent workflow with id trace_1484c59578274d159eb2f88f726039e6
Creating trace Agent workflow with id trace_1484c59578274d159eb2f88f726039e6
Creating trace Agent workflow with id trace_1484c59578274d159eb2f88f726039e6
Creating trace Agent workflow with id trace_1484c59578274d159eb2f88f726039e6
DEBUG:openai.agents.tracing:Creating trace Agent workflow with id trace_1484c59578274d159eb2f88f726039e6
Setting current trace: trace_1484c59578274d159eb2f88f726039e6
Setting current trace: trace_1484c59578274d159eb2f88f726039e6
Setting current trace: trace_1484c59578274d159eb2f88f726039e6
Setting current trace: trace_1484c59578274d159eb2f88f726039e6
Setting current trace: trace_1484c59578274d159eb2f88f726039e6
Setting current trace: trace_1484c59578274d159eb2f88f726039e6
DEBUG:openai.agents.tracing:Setting current trace: trace_1484c59578274d159eb2f88f726039e6
Creating span <agents.tracing.span_data.AgentSpanData object at 0x78f65473bef0> with id None
Creating span <agents.tracing.span_data.AgentSpanData object at 0x78f65473bef0> with id None
Creating span <agents.tracing.span_data.AgentSpanData object at 0x78f65473bef0> with id None
Creating span <agents.tracing.span_data.AgentSpanData object at 0x78f65473bef0> with id None
Creating span <agents.tracing.span_data.AgentSpanData object at 0x78f65473bef0> with id None
Creating span <agents.tracing.span_data.AgentSpanData object at 0x78f65473bef0> with id None
DEBUG:openai.agents.tracing:Creating span <agents.tracing.span_data.AgentSpanData object at 0x78f65473bef0> with id None
Running agent orchestrator_agent (turn 1)
Running agent orchestrator_agent (turn 1)
Running agent orchestrator_agent (turn 1)
DEBUG:openai.agents:Running agent orchestrator_agent (turn 1)
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f6547a8c30> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f6547a8c30> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f6547a8c30> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f6547a8c30> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f6547a8c30> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f6547a8c30> with id None
DEBUG:openai.agents.tracing:Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f6547a8c30> with id None
Calling LLM gpt-4o with input:
[
{
"content": "Say 'Hello, how are you?' in Spanish.",
"role": "user"
}
]
Tools:
[
{
"name": "translate_to_spanish",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_spanish_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to Spanish"
},
{
"name": "translate_to_french",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_french_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to French"
}
]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN

Calling LLM gpt-4o with input:
[
{
"content": "Say 'Hello, how are you?' in Spanish.",
"role": "user"
}
]
Tools:
[
{
"name": "translate_to_spanish",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_spanish_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to Spanish"
},
{
"name": "translate_to_french",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_french_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to French"
}
]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN

Calling LLM gpt-4o with input:
[
{
"content": "Say 'Hello, how are you?' in Spanish.",
"role": "user"
}
]
Tools:
[
{
"name": "translate_to_spanish",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_spanish_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to Spanish"
},
{
"name": "translate_to_french",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_french_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to French"
}
]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN

DEBUG:openai.agents:Calling LLM gpt-4o with input:
[
{
"content": "Say 'Hello, how are you?' in Spanish.",
"role": "user"
}
]
Tools:
[
{
"name": "translate_to_spanish",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_spanish_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to Spanish"
},
{
"name": "translate_to_french",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_french_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to French"
}
]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN

LLM resp:
[
{
"id": "fc_67d0bbde7bd08190ad0d043494ffe19d0cb08e9e0f5af749",
"arguments": "{"input":"Hello, how are you?"}",
"call_id": "call_blJV55D97ETbe8zrYxgYw1rZ",
"name": "translate_to_spanish",
"type": "function_call",
"status": "completed"
}
]

LLM resp:
[
{
"id": "fc_67d0bbde7bd08190ad0d043494ffe19d0cb08e9e0f5af749",
"arguments": "{"input":"Hello, how are you?"}",
"call_id": "call_blJV55D97ETbe8zrYxgYw1rZ",
"name": "translate_to_spanish",
"type": "function_call",
"status": "completed"
}
]

LLM resp:
[
{
"id": "fc_67d0bbde7bd08190ad0d043494ffe19d0cb08e9e0f5af749",
"arguments": "{"input":"Hello, how are you?"}",
"call_id": "call_blJV55D97ETbe8zrYxgYw1rZ",
"name": "translate_to_spanish",
"type": "function_call",
"status": "completed"
}
]

DEBUG:openai.agents:LLM resp:
[
{
"id": "fc_67d0bbde7bd08190ad0d043494ffe19d0cb08e9e0f5af749",
"arguments": "{"input":"Hello, how are you?"}",
"call_id": "call_blJV55D97ETbe8zrYxgYw1rZ",
"name": "translate_to_spanish",
"type": "function_call",
"status": "completed"
}
]

Creating span <agents.tracing.span_data.FunctionSpanData object at 0x78f647a1c3c0> with id None
Creating span <agents.tracing.span_data.FunctionSpanData object at 0x78f647a1c3c0> with id None
Creating span <agents.tracing.span_data.FunctionSpanData object at 0x78f647a1c3c0> with id None
Creating span <agents.tracing.span_data.FunctionSpanData object at 0x78f647a1c3c0> with id None
Creating span <agents.tracing.span_data.FunctionSpanData object at 0x78f647a1c3c0> with id None
Creating span <agents.tracing.span_data.FunctionSpanData object at 0x78f647a1c3c0> with id None
DEBUG:openai.agents.tracing:Creating span <agents.tracing.span_data.FunctionSpanData object at 0x78f647a1c3c0> with id None
Invoking tool translate_to_spanish with input {"input":"Hello, how are you?"}
Invoking tool translate_to_spanish with input {"input":"Hello, how are you?"}
Invoking tool translate_to_spanish with input {"input":"Hello, how are you?"}
DEBUG:openai.agents:Invoking tool translate_to_spanish with input {"input":"Hello, how are you?"}
Tool call args: ['Hello, how are you?'], kwargs: {}
Tool call args: ['Hello, how are you?'], kwargs: {}
Tool call args: ['Hello, how are you?'], kwargs: {}
DEBUG:openai.agents:Tool call args: ['Hello, how are you?'], kwargs: {}
Creating span <agents.tracing.span_data.AgentSpanData object at 0x78f654738290> with id None
Creating span <agents.tracing.span_data.AgentSpanData object at 0x78f654738290> with id None
Creating span <agents.tracing.span_data.AgentSpanData object at 0x78f654738290> with id None
Creating span <agents.tracing.span_data.AgentSpanData object at 0x78f654738290> with id None
Creating span <agents.tracing.span_data.AgentSpanData object at 0x78f654738290> with id None
Creating span <agents.tracing.span_data.AgentSpanData object at 0x78f654738290> with id None
DEBUG:openai.agents.tracing:Creating span <agents.tracing.span_data.AgentSpanData object at 0x78f654738290> with id None
Running agent Spanish agent (turn 1)
Running agent Spanish agent (turn 1)
Running agent Spanish agent (turn 1)
DEBUG:openai.agents:Running agent Spanish agent (turn 1)
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f647a3f070> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f647a3f070> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f647a3f070> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f647a3f070> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f647a3f070> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f647a3f070> with id None
DEBUG:openai.agents.tracing:Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f647a3f070> with id None
Calling LLM gpt-4o with input:
[
{
"content": "Hello, how are you?",
"role": "user"
}
]
Tools:
[]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN

Calling LLM gpt-4o with input:
[
{
"content": "Hello, how are you?",
"role": "user"
}
]
Tools:
[]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN

Calling LLM gpt-4o with input:
[
{
"content": "Hello, how are you?",
"role": "user"
}
]
Tools:
[]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN

DEBUG:openai.agents:Calling LLM gpt-4o with input:
[
{
"content": "Hello, how are you?",
"role": "user"
}
]
Tools:
[]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN

OPENAI_API_KEY is not set, skipping trace export
OPENAI_API_KEY is not set, skipping trace export
OPENAI_API_KEY is not set, skipping trace export
OPENAI_API_KEY is not set, skipping trace export
OPENAI_API_KEY is not set, skipping trace export
OPENAI_API_KEY is not set, skipping trace export
WARNING:openai.agents.tracing:OPENAI_API_KEY is not set, skipping trace export
LLM resp:
[
{
"id": "msg_67d0bbdf0bb88190b3ac878d03f3e93f0f18e2b1542297ce",
"content": [
{
"annotations": [],
"text": "Hola, \u00bfc\u00f3mo est\u00e1s?",
"type": "output_text"
}
],
"role": "assistant",
"status": "completed",
"type": "message"
}
]

LLM resp:
[
{
"id": "msg_67d0bbdf0bb88190b3ac878d03f3e93f0f18e2b1542297ce",
"content": [
{
"annotations": [],
"text": "Hola, \u00bfc\u00f3mo est\u00e1s?",
"type": "output_text"
}
],
"role": "assistant",
"status": "completed",
"type": "message"
}
]

LLM resp:
[
{
"id": "msg_67d0bbdf0bb88190b3ac878d03f3e93f0f18e2b1542297ce",
"content": [
{
"annotations": [],
"text": "Hola, \u00bfc\u00f3mo est\u00e1s?",
"type": "output_text"
}
],
"role": "assistant",
"status": "completed",
"type": "message"
}
]

DEBUG:openai.agents:LLM resp:
[
{
"id": "msg_67d0bbdf0bb88190b3ac878d03f3e93f0f18e2b1542297ce",
"content": [
{
"annotations": [],
"text": "Hola, \u00bfc\u00f3mo est\u00e1s?",
"type": "output_text"
}
],
"role": "assistant",
"status": "completed",
"type": "message"
}
]

Tool translate_to_spanish returned Hola, ¿cómo estás?
Tool translate_to_spanish returned Hola, ¿cómo estás?
Tool translate_to_spanish returned Hola, ¿cómo estás?
DEBUG:openai.agents:Tool translate_to_spanish returned Hola, ¿cómo estás?
Running agent orchestrator_agent (turn 2)
Running agent orchestrator_agent (turn 2)
Running agent orchestrator_agent (turn 2)
DEBUG:openai.agents:Running agent orchestrator_agent (turn 2)
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f65470fde0> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f65470fde0> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f65470fde0> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f65470fde0> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f65470fde0> with id None
Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f65470fde0> with id None
DEBUG:openai.agents.tracing:Creating span <agents.tracing.span_data.ResponseSpanData object at 0x78f65470fde0> with id None
Calling LLM gpt-4o with input:
[
{
"content": "Say 'Hello, how are you?' in Spanish.",
"role": "user"
},
{
"id": "fc_67d0bbde7bd08190ad0d043494ffe19d0cb08e9e0f5af749",
"arguments": "{"input":"Hello, how are you?"}",
"call_id": "call_blJV55D97ETbe8zrYxgYw1rZ",
"name": "translate_to_spanish",
"type": "function_call",
"status": "completed"
},
{
"call_id": "call_blJV55D97ETbe8zrYxgYw1rZ",
"output": "Hola, \u00bfc\u00f3mo est\u00e1s?",
"type": "function_call_output"
}
]
Tools:
[
{
"name": "translate_to_spanish",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_spanish_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to Spanish"
},
{
"name": "translate_to_french",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_french_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to French"
}
]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN

Calling LLM gpt-4o with input:
[
{
"content": "Say 'Hello, how are you?' in Spanish.",
"role": "user"
},
{
"id": "fc_67d0bbde7bd08190ad0d043494ffe19d0cb08e9e0f5af749",
"arguments": "{"input":"Hello, how are you?"}",
"call_id": "call_blJV55D97ETbe8zrYxgYw1rZ",
"name": "translate_to_spanish",
"type": "function_call",
"status": "completed"
},
{
"call_id": "call_blJV55D97ETbe8zrYxgYw1rZ",
"output": "Hola, \u00bfc\u00f3mo est\u00e1s?",
"type": "function_call_output"
}
]
Tools:
[
{
"name": "translate_to_spanish",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_spanish_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to Spanish"
},
{
"name": "translate_to_french",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_french_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to French"
}
]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN

Calling LLM gpt-4o with input:
[
{
"content": "Say 'Hello, how are you?' in Spanish.",
"role": "user"
},
{
"id": "fc_67d0bbde7bd08190ad0d043494ffe19d0cb08e9e0f5af749",
"arguments": "{"input":"Hello, how are you?"}",
"call_id": "call_blJV55D97ETbe8zrYxgYw1rZ",
"name": "translate_to_spanish",
"type": "function_call",
"status": "completed"
},
{
"call_id": "call_blJV55D97ETbe8zrYxgYw1rZ",
"output": "Hola, \u00bfc\u00f3mo est\u00e1s?",
"type": "function_call_output"
}
]
Tools:
[
{
"name": "translate_to_spanish",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_spanish_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to Spanish"
},
{
"name": "translate_to_french",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_french_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to French"
}
]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN

DEBUG:openai.agents:Calling LLM gpt-4o with input:
[
{
"content": "Say 'Hello, how are you?' in Spanish.",
"role": "user"
},
{
"id": "fc_67d0bbde7bd08190ad0d043494ffe19d0cb08e9e0f5af749",
"arguments": "{"input":"Hello, how are you?"}",
"call_id": "call_blJV55D97ETbe8zrYxgYw1rZ",
"name": "translate_to_spanish",
"type": "function_call",
"status": "completed"
},
{
"call_id": "call_blJV55D97ETbe8zrYxgYw1rZ",
"output": "Hola, \u00bfc\u00f3mo est\u00e1s?",
"type": "function_call_output"
}
]
Tools:
[
{
"name": "translate_to_spanish",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_spanish_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to Spanish"
},
{
"name": "translate_to_french",
"parameters": {
"properties": {
"input": {
"title": "Input",
"type": "string"
}
},
"required": [
"input"
],
"title": "translate_to_french_args",
"type": "object",
"additionalProperties": false
},
"strict": true,
"type": "function",
"description": "Translate the user's message to French"
}
]
Stream: False
Tool choice: NOT_GIVEN
Response format: NOT_GIVEN

LLM resp:
[
{
"id": "msg_67d0bbdfc4a48190a79b9b76c0a3db5d0cb08e9e0f5af749",
"content": [
{
"annotations": [],
"text": "In Spanish, 'Hello, how are you?' is: "Hola, \u00bfc\u00f3mo est\u00e1s?"",
"type": "output_text"
}
],
"role": "assistant",
"status": "completed",
"type": "message"
}
]

LLM resp:
[
{
"id": "msg_67d0bbdfc4a48190a79b9b76c0a3db5d0cb08e9e0f5af749",
"content": [
{
"annotations": [],
"text": "In Spanish, 'Hello, how are you?' is: "Hola, \u00bfc\u00f3mo est\u00e1s?"",
"type": "output_text"
}
],
"role": "assistant",
"status": "completed",
"type": "message"
}
]

LLM resp:
[
{
"id": "msg_67d0bbdfc4a48190a79b9b76c0a3db5d0cb08e9e0f5af749",
"content": [
{
"annotations": [],
"text": "In Spanish, 'Hello, how are you?' is: "Hola, \u00bfc\u00f3mo est\u00e1s?"",
"type": "output_text"
}
],
"role": "assistant",
"status": "completed",
"type": "message"
}
]

DEBUG:openai.agents:LLM resp:
[
{
"id": "msg_67d0bbdfc4a48190a79b9b76c0a3db5d0cb08e9e0f5af749",
"content": [
{
"annotations": [],
"text": "In Spanish, 'Hello, how are you?' is: "Hola, \u00bfc\u00f3mo est\u00e1s?"",
"type": "output_text"
}
],
"role": "assistant",
"status": "completed",
"type": "message"
}
]

Resetting current trace
Resetting current trace
Resetting current trace
Resetting current trace
Resetting current trace
Resetting current trace
DEBUG:openai.agents.tracing:Resetting current trace
In Spanish, 'Hello, how are you?' is: "Hola, ¿cómo estás?"

[rm-openai]

Tracing exports logs periodically (every 5 seconds), as well as on shutdown.

Based on these logs, it looks like neither the periodic flush nor the shutdown event is getting called in the colab environment. I can debug this later, but for now you can try adding this at the bottom of the cell to force a flush:

from agents.tracing.setup import GLOBAL_TRACE_PROVIDER

GLOBAL_TRACE_PROVIDER._multi_processor.force_flush()

Let me know if that works!

[alvins82]

I just tried the above @rm-openai. Slightly diff since I am providing the api-key in my calls.

Sorry fixed this one -

[rm-openai]

@stevenheidel do you mind taking a quick look?

[rm-openai]

Also @alvins82 please revoke that API key - those are private keys that should not be shared with anyone, as they can be used by anyone to call the API.

[alvins82]

Also @alvins82 please revoke that API key - those are private keys that should not be shared with anyone, as they can be used by anyone to call the API.

But I only pasted a small portion of it? Will it cause issue? Will revoke regardless.

btw. it works now. 👍

[dengxingwang1]

Can you try this to help debug please?

from agents import enable_verbose_stdout_logging

enable_verbose_stdout_logging()

Then look in the logs. Should have something like:

Exported 3 traces, 5 spans

or some sort of error message if the upload failed.

I got 0 traces, 0 spans.

[16dprice]

I ran into this issue as well and doing what @alvins82 posted in their last screenshot worked for me.

from agents import set_tracing_export_api_key

set_tracing_export_api_key(<openai-api-key>)

[hafzal76]

I ran into this issue as well and doing what @alvins82 posted in their last screenshot worked for me.

from agents import set_tracing_export_api_key

set_tracing_export_api_key(<openai-api-key>)

Thanks a ton, saved me hours of work

[github-actions]

This issue is stale because it has been open for 7 days with no activity.

[github-actions]

This issue was closed because it has been inactive for 3 days since being marked as stale.