Tải về "How to Schedule & Automatically Run Python Code!"

The first 1000 people to use the link will get a free trial of Skillshare Premium Membership: https://www.skillshare.com/membership/checkout?coupon=ytkeithgalli2WK&onboarding_tag=24%2C6%2C1816%2C35%2C1761&classes=1103032154%2C581900124%2C944357725 In this video we learn various methods for how we can schedule and automatically run python code. We'll start by looking at cronjobs & windows task scheduler and then we will walk through running tasks in the cloud using AWS Lambda & Cloudwatch. The ultimate goal of this video is to learn how we can automatically generate & send an email with an analytics report every day. There are methods highlighted in this video that will work on Mac, Linux, & Windows. ~ GitHub resources ~ Link to source code: https://github.com/KeithGalli/scheduling-code Link to analytics report code: https://github.com/KeithGalli/generate-analytics-report/tree/send_email ~ Relevant videos ~ How to generate an analytics report in python: https://www.youtube.com/watch?v=UmN2_R4KEg8 How to send an email with python (@coreyms ): https://www.youtube.com/watch?v=JRCJ6RtE3xU ~ Articles mentioned ~ AWS Lambda memory limits: https://hackernoon.com/exploring-the-aws-lambda-deployment-limits-9a8384b0bec3 Downloading python linux libraries on Windows: https://korniichuk.medium.com/lambda-with-pandas-fd81aa2ff25e ~ Other resources ~ Python email library docs: https://docs.python.org/3.8/library/email.examples.html AWS Cron info (scheduling): https://docs.aws.amazon.com/AmazonCloudWatch/latest/events/ScheduledEvents.html Lambda package setup: https://docs.aws.amazon.com/lambda/latest/dg/python-package.html Thank you to Skillshare for sponsoring this video! ------------------------- Video timeline! 0:00 - What we’ll be doing in this video 0:56 - Check out Skillshare! (sponsored) 1:56 - How can we automate scripts? Overview of local, cloud, and serverless methods 5:18 - Simple example of local script automation w/ cronjobs & windows task scheduler 18:32 - How to schedule code on a cloud machine (use cronjobs) 18:51 - Simple example of cloud script automation w/ AWS Lambda & Cloudwatch 27:09 - Schedule & automate sending an email locally 45:12 - Schedule & automate sending an email on the cloud w/ Lambda & Cloudwatch 50:18 - Installing python packages in a serverless environment (zip uploads) 55:50 - Generate & schedule sending analytics reports (locally) 1:02:45 - Generate & schedule sending analytics reports in AWS Lambda 1:07:03 - Limitations of lambda (max file upload size) 1:09:00 - Generate & schedule sending analytics reports in AWS Lambda 1:18:32 - Final thoughts & video recap! ------------------------- Follow me on social media! Instagram | https://www.facebook.com/unsupportedbrowser Twitter | https://twitter.com/keithgalli ------------------------- If you are curious to learn how I make my tutorials, check out this video: https://www.youtube.com/watch?v=LEO4igyXbLs Practice your Python Pandas data science skills with problems on StrataScratch! https://www.stratascratch.com/?via=keith Join the Python Army to get access to perks! YouTube - https://www.youtube.com/channel/UCq6XkhO5SZ66N04IcPbqNcw/join Patreon - https://www.patreon.com/keithgalli *I use affiliate links on the products that I recommend. I may earn a purchase commission or a referral bonus from the usage of these links.