{"categories":[{"label":"Libraries","url":"https://skillfed.io/packages/category/software-development-libraries/8"}],"enrichment":{"capability":"Integrates Prefect workflow orchestration with Dask distributed computing, enabling Prefect flows to execute tasks across Dask clusters.","skillfed_tags":["workflow-orchestration","distributed-computing","task-scheduling"],"use_cases":["Run CPU-intensive data processing pipelines across multiple machines using Prefect workflows with Dask execution.","Scale machine learning training or batch inference jobs by distributing Prefect tasks to a Dask cluster.","Coordinate complex multi-stage ETL jobs where different stages can run in parallel on distributed workers.","Combine Prefect's scheduling and monitoring with Dask's horizontal scaling for long-running analytical workloads."],"what_it_does":"prefect-dask bridges Prefect's workflow orchestration engine with Dask's distributed computing framework. It allows you to define Prefect flows and have their tasks executed in parallel across a Dask cluster instead of sequentially or on a single machine. The package provides task runners and other integration points that handle the communication between Prefect's task graph and Dask's scheduler.\n\nThis is useful when you have compute-intensive workflows that benefit from distributed execution. You define your workflow logic in Prefect as usual, then configure it to use Dask as the execution backend. The package handles the plumbing: submitting tasks to the Dask cluster, managing dependencies, and collecting results back into your Prefect flow.","worth_installing":"Yes, if you use Prefect and need distributed task execution. The package is actively maintained, has no known vulnerabilities, low install friction, and a permissive license. It fills a specific integration gap: Prefect users who want to leverage Dask's parallelism without managing two separate orchestration systems. Not necessary if you run Prefect flows on a single machine or already use Prefect's built-in execution options."},"id":"prefect-dask","links":{"html":"https://skillfed.io/packages/prefect-dask","md":"https://skillfed.io/packages/prefect-dask.md","pypi":"https://pypi.org/project/prefect-dask/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-06-05","license_spdx":null,"license_treatment":"permissive","name":"prefect-dask","python_support":"supports_current","summary":"Prefect integrations with the Dask execution framework."},"popularity":{"monthly_downloads":171494,"position":10364,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.3.7"}