<@ULVA73B9P> How can I add an email handler to the...
# ask-marvin
a
@Marvin How can I add an email handler to the prefect logger in prefect 2
m
To add an email handler to the Prefect logger in Prefect 2, you can follow these steps: 1. Custom Logger Handler: - Create a custom logging handler that handles sending emails. 2. Integrate Custom Handler in Prefect: - Update the Prefect logging configuration to use your custom handler. Here's an example demonstrating how to set up a custom handler and configure it in Prefect: ### Step 1: Create a Custom Email Handler
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python
import logging
from logging.handlers import SMTPHandler

class EmailHandler(SMTPHandler):
    def emit(self, record):
        try:
            # Ensure the record contains a fully-formatted log entry
            message = self.format(record)
            # Sending an email with the formatted log message
            super().emit(record)
        except Exception as e:
            self.handleError(record)

# Configuration for the email handler
email_handler = EmailHandler(
    mailhost=("<http://smtp.example.com|smtp.example.com>", 587),
    fromaddr="<mailto:myemail@example.com|myemail@example.com>",
    toaddrs=["<mailto:recipient@example.com|recipient@example.com>"],
    subject="Prefect Logger Notification",
    credentials=("<mailto:myemail@example.com|myemail@example.com>", "password"),
    secure=()
)

email_handler.setLevel(logging.ERROR)
### Step 2: Integrate Custom Handler with Prefect Logger 1. Update your Prefect configuration file (usually
~/.prefect/logging.yml
) to include your custom email handler. Below is a simplified example:
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yaml
version: 1
formatters:
  standard:
    format: '%(asctime)s - %(name)s - %(levelname)s - %(message)s'

handlers:
  console:
    class: logging.StreamHandler
    formatter: standard
    level: DEBUG
    stream: <ext://sys.stdout>

  email:
    (): path.to.your.module_with_email_handler.EmailHandler
    mailhost: (your_smtp_server, port)
    fromaddr: your_email
    toaddrs: [recipient_emails]
    subject: '[Prefect] %(levelname)s: %(message)s'
    credentials: (email_account, password)
    secure: []

loggers:
  prefect:
    level: DEBUG
    handlers: [console, email]

root:
  level: DEBUG
  handlers: [console, email]
### Step 3: Verify and Run - Restart your Prefect services to load the new logging configuration. ### References 1. Prefect Logging Guide 2. Example of Custom Logger This should help you integrate an email handler with your Prefect logger. Feel free to modify the configuration according to your requirements.
a
@Marvin How can I use logging.yml to add the name of the file and line number to logs
m
To add the name of the file and line number to your logs in Prefect, you can modify the
logging.yml
configuration file to include these details in the log format. Here's an example configuration illustrating how to achieve this: ### Example
logging.yml
Configuration
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yaml
version: 1
formatters:
  standard:
    format: '%(asctime)s - %(name)s - %(levelname)s - %(filename)s:%(lineno)d - %(message)s'

handlers:
  console:
    class: logging.StreamHandler
    level: DEBUG
    formatter: standard
    stream: <ext://sys.stdout>

  file:
    class: logging.FileHandler
    level: DEBUG
    formatter: standard
    filename: 'prefect_logs.log'
    
loggers:
  prefect:
    level: DEBUG
    handlers: [console, file]
    propagate: no

root:
  level: DEBUG
  handlers: [console, file]
### Explanation - formatters: Defines the format of the log messages. The format
'%(asctime)s - %(name)s - %(levelname)s - %(filename)s:%(lineno)d - %(message)s'
includes the timestamp, logger name, log level, filename, line number, and log message. - handlers: Specifies where the logs should be written. Here, logs are output to the console and a file. - loggers: Defines the loggers and their configurations. The
prefect
logger is set up here. - root: Configures the root logger to ensure all logs follow this configuration. Save this configuration in your
logging.yml
file and place it where Prefect can find it, for example, in
~/.prefect/logging.yml
. ### Applying the Configuration Ensure that Prefect uses this custom configuration. You might need to set an environment variable or place the file in the default location according to your Prefect setup. ### References 1. Prefect Logging Guide Feel free to adapt this configuration to fit your specific requirements.
a
@Marvin where should the logging.yml file go in my directory when deploying flows
m
To ensure your
logging.yml
file is correctly utilized when deploying Prefect flows, follow these steps: ### 1. Default Location Place the
logging.yml
file in the default location:
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~/.prefect/logging.yml
### 2. Custom Location If you prefer a custom location, you can also set an environment variable to point to your custom
logging.yml
file. For example:
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sh
export PREFECT_LOGGING_CONFIG=/path/to/your/logging.yml
### 3. Include in Deployment Infrastructure Ensure the
logging.yml
file is included in your deployment environment. This might mean copying the file to your Docker container, Kubernetes pod, or any other environment where your Prefect flows run. ### 4. Usage in Code You can also programmatically specify a custom logging configuration in your deployment scripts or flow definitions. For example:
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python
import os
import prefect

# Ensure Prefect uses the custom logging config
os.environ["PREFECT_LOGGING_CONFIG"] = "/path/to/your/logging.yml"
### Documentation References 1. Prefect Logging Guide 2. Deployment Configuration By following these steps, you can ensure your custom logging configuration is respected during Prefect flow deployments.
a
@Marvin I’m getting the error
socket.gaierror: [Errno 8] nodename nor servname provided, or not known
when trying to set an email handler in logging.yml
m
The
socket.gaierror: [Errno 8] nodename nor servname provided, or not known
error typically indicates that the hostname or port number specified for the mail server in your
logging.yml
configuration is incorrect or cannot be resolved. Here are some steps to troubleshoot and resolve this issue: ### 1. Verify Mail Server Details Ensure the
mailhost
entry in your
logging.yml
file is correctly specified with the correct hostname and port number. Here's an example configuration:
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yaml
version: 1
formatters:
  standard:
    format: '%(asctime)s - %(name)s - %(levelname)s - %(message)s'

handlers:
  console:
    class: logging.StreamHandler
    formatter: standard
    level: DEBUG
    stream: <ext://sys.stdout>

  email:
    class: logging.handlers.SMTPHandler
    level: ERROR
    mailhost: ("<http://smtp.example.com|smtp.example.com>", 587)  # Ensure this is correct
    fromaddr: "<mailto:myemail@example.com|myemail@example.com>"
    toaddrs: ["<mailto:recipient@example.com|recipient@example.com>"]
    subject: "Prefect Logger Notification"
    credentials: ("<mailto:myemail@example.com|myemail@example.com>", "password")
    secure: []

loggers:
  prefect:
    level: DEBUG
    handlers: [console, email]

root:
  level: DEBUG
  handlers: [console, email]
### 2. Check DNS Resolution Ensure your machine can resolve the hostname. You can test this using command-line tools like
ping
or `nslookup`:
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sh
ping <http://smtp.example.com|smtp.example.com>
nslookup <http://smtp.example.com|smtp.example.com>
### 3. Check Network Connectivity Ensure that your machine has network connectivity to the mail server and that no firewalls or network policies are blocking the connection. ### 4. Mail Server Configuration Ensure that the mail server is configured to accept connections on the specified port and that the credentials provided are correct. ### 5. Use IP Address As a temporary workaround to verify correctness, try using the mail server's IP address in the
mailhost
configuration instead of the hostname:
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yaml
mailhost: ("192.168.1.1", 587)
If you continue experiencing issues, it might be helpful to look at the complete traceback to identify where the problem lies or consult your mail server's documentation for additional troubleshooting steps.