Aaron VanSledright

Tag: python

  • Where Is It Five O’Clock Pt: 1

    I bought the domain whereisitfiveoclock.net a while back and have been sitting on it for quite some time. I had an idea to make a web application that would tell you where it is five o’clock. Yes, this is a drinking website.

    I saw this project as a way to learn more Python skills, as well as some more AWS skills, and boy, has it put me to the test. So I’m going to write this series of posts as a way to document my progress in building this application.

    Part One: Building The Application

    I know that I want to use Python because it is my language of choice. I then researched what libraries I could use to build the frontend with. I came across Flask as an option and decided to run with that. The next step I had to do was actually find out where it was 5PM.

    In my head, I came up with the process that if I could first get a list of all the timezone and identify the current time in them I could filter out which timezones it was 5PM. Once establishing where it was 5PM, I can then get that information to Flask and figure out a way to display it.

    Here is the function for identifying the current time in all timezones and then storing each key pair of {Timezone : Current_Time }

    def getTime():
        now_utc = datetime.now(timezone('UTC'))
        #print('UTC:', now_utc)
        timezones = pytz.all_timezones
        #get all current times and store them into a list
        tz_array = []
        for tz in timezones:
            current_time = now_utc.astimezone(timezone(tz))
            values = {tz: current_time.hour}
            tz_array.append(values)
            
        return tz_array

    Once everything was stored into tz_array I took that info and passed it through the following function to identify it was 5PM. I have another function that identifies everything that is NOT 5PM.

    def find5PM():
        its5pm = []
        for tz in tz_array:
            timezones = tz.items()
            for timezone, hour in timezones:
                if hour >= 17:
                    its5pm.append(timezone)
        return its5pm

    I made a new list and stored just the timezone name into that list and return it.

    Once I had all these together I passed them through as variables to Flask. This is where I first started to struggle. In my original revisions of the functions, I was only returning one of the values rather than returning ALL of the values. This resulted in hours of struggling to identify the cause of the problem. Eventually, I had to start over and completely re-work the code until I ended up with what you see above.

    The code was finally functional and I was ready to deploy it to Amazon Web Services for public access. I will discuss my design and deployment in Part Two.

    http://whereisitfiveoclock.net

  • EC2 Action Slack Notification

    I took a brief break from my Lambda function creation journey to go on vacation but, now i’m back!

    This function will notify a Slack channel of your choosing when an EC2 instance enters “Starting, Stopping, Stopped, or Shutting-Down” status. I thought this might be useful for instances that reside under a load balancer. It would be useful to see when your load balancer is scaling up or down in real-time via Slack notification.

    In order to use this function, you will need to create a Slack Application with an OAuth key and set that key as an environment variable in your Lambda function. If you are unsure of how to do this I can walk you through it!

    Please review the function below

    import logging
    import requests
    import boto3
    import os
    from urllib.parse import unquote_plus
    from slack import WebClient
    from slack.errors import SlackApiError
    logging.basicConfig(level=logging.DEBUG)
    
    # Check EC2 Status
    def lambda_handler(event, context):
        detail = event['detail']
        ids = detail['instance-id']
        eventname = detail['state']
        ec2 = boto3.resource('ec2')
    # Slack Variables
        slack_token = os.environ["slackBot"]
        client = WebClient(token=slack_token)
        channel_string = "XXXXXXXXXXXXXXXXXXXX"
    
    # Post to slack that the instance is running
        if eventname == 'running':
            try:
              instance = ids
              response_string = f"The instance: {instance} has started"
              response = client.chat_postMessage(
                channel= channel_string,
              	text="An Instance has started",
               	blocks = [{"type": "section", "text": {"type": "plain_text", "text": response_string}}]
    	        	)
            except SlackApiError as e:
              assert e.response["error"]  
    
    		#Post to slack that instance is shutting down
        elif eventname == 'shutting-down':
        	try:
    	        instance = ids
    	        response_string = f"The instance: {instance} is shutting down"
    	        response = client.chat_postMessage(
    	        	channel= channel_string,
    	        	text="An Instance is Shutting Down",
    	        	blocks = [{"type": "section", "text": {"type": "plain_text", "text": response_string}}]
    	        	)
        	except SlackApiError as e:
               assert e.response["error"]
    	      	
        elif eventname == 'stopped':
        	try:
    	        instance = ids
    	        response_string = f"The instance: {instance} has stopped"
    	        response = client.chat_postMessage(
    	        	channel= channel_string,
    	        	text="An Instance has stopped",
    	        	blocks = [{"type": "section", "text": {"type": "plain_text", "text": response_string}}]
    	        	)
        	except SlackApiError as e:
        		assert e.response["error"]
    	      	
        elif eventname == 'stopping':
        	try:
    	        instance = ids
    	        response_string = f"The instance: {instance} is stopping"
    	        response = client.chat_postMessage(
    	        	channel= channel_string,
    	        	text="An Instance is stopping",
    	        	blocks = [{"type": "section", "text": {"type": "plain_text", "text": response_string}}]
    	        	)
        	except SlackApiError as e:
        		assert e.response["error"]
    

    As always the function is available on GitHub as well:
    https://github.com/avansledright/ec2ActionPostToSlack

    If you find this function helpful please share it with your friends or repost it on your favorite social media platform!

  • Check EC2 Instance Tags on Launch

    In my ever-growing quest to automate my AWS infrastructure deployments, I realized that just checking my tags wasn’t good enough. I should force myself to put tags in otherwise my instances won’t launch at all.

    I find this particularly useful because I utilize AWS Backup to do automated snapshots nightly of all of my instances. If I don’t put the “Backup” tag onto my instance it will not be included in the rule. This concept of forced tagging could be utilized across many different applications including tagging for development, production, or testing environments.

    To do this I created the Lambda function below. Utilizing EventBridge I have this function every time there is an EC2 instance that enters the “running” state.

    import json
    import boto3
    
    def lambda_handler(event, context):
        detail = event['detail']
        ids = detail['instance-id']
        eventname = detail['state']
        ec2 = boto3.resource('ec2')
        
        while eventname == 'Running':
            print(ids)       
        #Check to see if backup tag is added to the instance
            tag_to_check = 'Backup'
            instance = ec2.Instance(ids)
            for tag in instance.tags:
                if tag_to_check not in [t['Key'] for t in instance.tags]:
                    instance.stop()
                    print("Stopping Instance: ", instance)
        #Get instance state to break the infinite loop
                    state = instance.state['Name']          
                    if state == "shutting-down":
                        print("instance is shutting-down")
                        break
                    elif state == "stopped":
                        print("Instance is already stopped")
                        break
                    elif state == "stopping":
                        print("instance is stopping")
                        break
            break
                

    The function then will check the status of the instance to ensure that it is stopped and then break the loop.

    You can clone the repository from GitHub here:
    https://github.com/avansledright/aws-force-ec2-launch-tags

    If you utilize the script please share it with your friends. Feel free to modify it as you please and let me know how it works for you! As always, if you have any questions feel free to reach out here or on any other platform!

  • Lambda Function Post to Slack

    I wrote this script out of a need to practice my Python skills. The idea is that if a file gets uploaded to an S3 bucket then the function will trigger and a message with that file name will be posted to a Slack channel of your choosing.

    To utilize this you will need to include the Slack pip package as well as the slackclient pip package when you upload the function to the AWS Console.

    You will also need to create an OAuth key for a Slack application. If you are unfamiliar with this process feel free to drop a comment below and or shoot me a message and I can walk you through the process or write a second part of the guide.

    Here is a link to the project:
    https://github.com/avansledright/posttoSlackLambda

    If this helps you please share this post on your favorite social media platform!

  • Automatically Transcribing Audio Files with Amazon Web Services

    Automatically Transcribing Audio Files with Amazon Web Services

    I wrote this Lambda function to automatically transcribe audio files that are uploaded to an S3 bucket. This is written in Python3 and utilizes the Boto3 library.

    You will need to give your Lambda function permissions to access S3, Transcribe and CloudWatch.

    The script will create an AWS Transcribe job with the format: 'filetranscription'+YYYYMMDD-HHMMSS

    I will be iterating over the script to hopefully add in a web front end as well as potentially branching to do voice call transcriptions for phone calls and Amazon Connect.

    You can view the code here

    If you have questions or comments feel free to reach out to me here or on any Social Media.