Logging

AutoGen uses Python’s built-in logging module.

There are two kinds of logging:

• Trace logging: This is used for debugging and is human readable messages to indicate what is going on. This is intended for a developer to understand what is happening in the code. The content and format of these logs should not be depended on by other systems.

  • Name: TRACE_LOGGER_NAME.

• Structured logging: This logger emits structured events that can be consumed by other systems. The content and format of these logs can be depended on by other systems.

  • Name: EVENT_LOGGER_NAME.

  • See the module autogen_core.application.logging.events to see the available events.

• ROOT_LOGGER can be used to enable or disable all logs.

Enabling logging output

To enable trace logging, you can use the following code:

import logging

from autogen_core.application.logging import TRACE_LOGGER_NAME

logging.basicConfig(level=logging.WARNING)
logger = logging.getLogger(TRACE_LOGGER_NAME)
logger.setLevel(logging.DEBUG)

Structured logging

Structured logging allows you to write handling logic that deals with the actual events including all fields rather than just a formatted string.

For example, if you had defined this custom event and were emitting it. Then you could write the following handler to receive it.

import logging
from dataclasses import dataclass

@dataclass
class MyEvent:
    timestamp: str
    message: str

class MyHandler(logging.Handler):
    def __init__(self) -> None:
        super().__init__()

    def emit(self, record: logging.LogRecord) -> None:
        try:
            # Use the StructuredMessage if the message is an instance of it
            if isinstance(record.msg, MyEvent):
                print(f"Timestamp: {record.msg.timestamp}, Message: {record.msg.message}")
        except Exception:
            self.handleError(record)

And this is how you could use it:

logger = logging.getLogger(EVENT_LOGGER_NAME)
logger.setLevel(logging.INFO)
my_handler = MyHandler()
logger.handlers = [my_handler]

Emitting logs

These two names are the root loggers for these types. Code that emits logs should use a child logger of these loggers. For example, if you are writing a module my_module and you want to emit trace logs, you should use the logger named:

import logging

from autogen_core.application.logging import TRACE_LOGGER_NAME
logger = logging.getLogger(f"{TRACE_LOGGER_NAME}.my_module")

Emitting structured logs

If your event looks like:

from dataclasses import dataclass

@dataclass
class MyEvent:
    timestamp: str
    message: str

Then it could be emitted in code like this:

from autogen_core.application.logging import EVENT_LOGGER_NAME

logger = logging.getLogger(EVENT_LOGGER_NAME + ".my_module")
logger.info(MyEvent("timestamp", "message"))