To view the logged errors from the Anthropic Python SDK in real-time, you can configure logging using the built-in `logging` module in Python:
1. Enable debug-level logging:
python
import logging
logging.basicConfig(level=logging.DEBUG, format='%(asctime)s %(levelname)s: %(message)s')
This will output all log messages, including any errors or exceptions, to the console in real-time.
2. Customize the logging configuration:
If you want to log the errors to a file instead of the console, you can add a file handler to the logging configuration:
python
import logging
logging.basicConfig(
level=logging.DEBUG,
format='%(asctime)s %(levelname)s: %(message)s',
filename='anthropic_errors.log',
filemode='w'
)
This will write all log messages, including errors, to the `anthropic_errors.log` file.
3. Handle specific exception types:
You can also catch specific exception types raised by the Anthropic Python SDK and log them separately:
python
import anthropic
import logging
logging.basicConfig(level=logging.DEBUG, format='%(asctime)s %(levelname)s: %(message)s')
client = anthropic.Anthropic()
try:
response = client.completions.create(
prompt=f"{anthropic.HUMAN_PROMPT} Your prompt here{anthropic.AI_PROMPT}",
max_tokens_to_sample=300,
model="claude-2"
)
except anthropic.APIConnectionError as e:
logging.error("An API connection error occurred: %s", e)
except anthropic.APIStatusError as e:
logging.error("An API status error occurred: status_code=%s, response=%s", e.status_code, e.response)
except Exception as e:
logging.error("An unexpected error occurred: %s", e)
This will log specific error types, such as `APIConnectionError` and `APIStatusError`, separately, providing more detailed information about the errors.
By following these steps, you can effectively view the logged errors from the Anthropic Python SDK in real-time, which can be helpful for troubleshooting and debugging issues.
Citations:[1] https://github.com/anthropics/anthropic-sdk-python/actions/runs/8370175174
[2] https://www.datacamp.com/tutorial/getting-started-with-the-claude-2-and-the-claude-2-api
[3] https://github.com/deepset-ai/haystack/issues/4990
[4] https://docs.anthropic.com/en/api/errors
[5] https://pypi.org/project/anthropic/0.3.9/