Tutorials & Resources


Topic Replies Views Activity
Conditionally running tasks and filtering their results in Prefect 1.0 and 2.0
migration-guide ,  dag-flow-structure
0 122 July 25, 2022
Sending Notifications in Cloud 1.0 Using Automations -> Cloud 2.0 Slack Webhook Blocks and Notifications
migration-guide ,  prefect-2-0 ,  slack-notifications ,  notifications ,  getting-started ,  email-notifications ,  failure-notification ,  cloud-2-0
2 153 August 4, 2022
Reporting the stars, issues, PRs across multiple repositories in Slack
prefect-2-0 ,  slack-notifications ,  github ,  blocks ,  prefect-github
0 42 August 3, 2022
Prefect 1.0 -> Prefect 2.0 Kubernetes Run Config to KubernetesJob Infrastructure Block
migration-guide ,  prefect-1-0 ,  prefect-2-0 ,  flow-runner ,  run_config ,  kubernetes ,  kubernetes-run ,  getting-started
0 397 July 28, 2022
Migration: Using a local agent and runtime in Prefect 1.0 and 2.0
migration-guide
0 99 August 2, 2022
Prefect 1.0 -> Prefect 2.0 User Configurations to Configuration Profiles
migration-guide ,  prefect-1-0 ,  prefect-2-0 ,  profiles-prefect-config
0 91 August 2, 2022
Deploying Prefect 1.0 with AWS ECS, GitHub Actions and Terraform - by Valeria Romero
prefect-1-0 ,  user-contribution ,  terraform ,  ecs-agent ,  github-actions ,  ecs-run
0 90 July 25, 2022
Prefect 2.0b12 removes flow runners in favor of more flexible Infrastructure blocks
prefect-2-0 ,  flow-runner ,  blocks ,  infrastructure-blocks
0 293 July 23, 2022
Prefect Tasks for memory profiling in Prefect 1.0 - recipe by Nate Nowack
prefect-1-0 ,  cpu-memory-resource-allocation ,  customer-success-recipes
0 53 July 21, 2022
Sending Slack Notifications in Python with Prefect
prefect-2-0 ,  deployment ,  getting-started
0 56 July 20, 2022
Prefect colored console logging using rich
prefect-2-0 ,  logging
1 110 June 30, 2022
How to delete an old API token via GraphQL API?
prefect-1-0 ,  graphql
0 49 July 12, 2022
Prefect 2.0 example repository with many examples a.o. using Dask, Ray, subflows, parametrization and various packagers - by Oliver Mannion
prefect-2-0 ,  deployment ,  parameters ,  parallel-processing ,  user-contribution ,  code-dependencies ,  infrastructure-as-code ,  repository-structure ,  packaging ,  minio
0 153 July 12, 2022
Organize Dependent Data Pipelines with Subflows in Prefect
prefect-2-0 ,  getting-started ,  video-content
0 66 July 11, 2022
Retries in Python: Rerun Your Failed Functions for a Specific Number of Times with Prefect
prefect-2-0 ,  getting-started ,  video-content
0 45 July 11, 2022
Project generating spurious stock correlations using Prefect 2.0 - by Kevin Focke
prefect-2-0 ,  user-contribution ,  user-feedback
0 70 July 10, 2022
Caching Your Python Functions with Prefect
prefect-2-0 ,  caching ,  video-content
0 73 July 5, 2022
How to deploy a Prefect 2.0 agent to a local Kubernetes cluster and connect it to Cloud 2.0 backend?
prefect-2-0 ,  kubernetes-agent ,  execution-layer-deployment-tutorial ,  execution-layer
2 326 July 5, 2022
How to use logging in Prefect - a tutorial by Andrew Brookins
prefect-2-0 ,  logging ,  blog-post ,  ui ,  extra-loggers
11 795 July 4, 2022
Guide for testing out KubernetesFlowRunner locally
prefect-2-0 ,  local-development ,  kubernetes ,  kubernetes-flow-runner
0 73 July 1, 2022
Add Observability to Your Python Script with Prefect
prefect-2-0
1 49 July 2, 2022
Docker compose to run Prefect 2.0 locally with Postgres
prefect-2-0 ,  local-development ,  docker ,  user-contribution ,  infrastructure ,  postgres ,  docker-compose ,  orion-api-server
0 274 May 14, 2022
How Do We Transform and Model Data at Cloud Academy?
prefect-1-0 ,  prefect-2-0 ,  blog-post ,  data-warehousing
0 63 June 8, 2022
MLOps Zoomcamp - Negative engineering, workflow orchestration and Prefect 2.0
prefect-2-0 ,  data-science-workflows ,  video-content ,  mlops
0 84 May 31, 2022
Getting started with Prefect 2.0 - by Mohammed Ayoub Chettouh
prefect-2-0 ,  user-contribution ,  getting-started
0 198 June 4, 2022
How to use Prefect 2.0 for streaming and event-driven use cases?
prefect-2-0 ,  real-time-streaming ,  list-of-resources
0 102 June 4, 2022
How to deploy Prefect on AWS ECS
prefect-1-0 ,  aws ,  ecs ,  agent-setup ,  ecs-agent
0 105 June 3, 2022
Negative Engineering and the Art of Failing Successfully - by Jeremiah Lowin
blog-post ,  the-orchestration-problem
0 60 May 19, 2022
Packaging code dependencies with GCP and GitHub actions for Prefect 2.0 - by Benny Warlick
prefect-2-0 ,  ci-cd ,  gcp ,  docker ,  user-contribution ,  gcr
0 91 May 13, 2022
Example Prefect 1.0 repository with flow registration and infrastructure setup used at Pocket (part of Mozilla)
prefect-1-0 ,  aws ,  ci-cd ,  flow-registration ,  readme ,  user-contribution ,  ecs ,  environments ,  repository-structure ,  sentry
0 120 May 13, 2022