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Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

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More a question all is in the title !

## Description programatically -> programmatically

I've been trying to use the Kubernetes Job wrapper, but I am facing a task failure, even though the Job executes just fine after it has been spun up. ```...

This uses PEP593 Annotations to support typing of parameters in a way that will make mypy & co treat the instance variables correctly.

This fixes #2879 for me. I used the method described by @hirolau (and the slight correction made by @DVlahovic) This (and one other change, PR #3183) were required for luigi=3.1.0...

In the following code all ChildTasks priority is set to their tId, but it actually only works for the ChildTasks between ParentTask with TaskNr 0 and 1. All ChildTasks between...

wontfix

The `luigi.contrib.azureblob` depends on the old version of the `azure.storage.blob` package. It needs to be rewritten/updated to support the 12.x.y-series of `azure.storage.blob`. @manish, @ckiosidis : You are listed as contributers....

This PR is meant as a continuation of #3178 and further improves the control over dynamic task requirements handled by the worker. ## Description I added a shallow class `DynamicRequirements`...

## Description `autoload_range` set in `luigi.cfg` emits `UnconsumedParameterWarning` as value is used only in `luigi.__init__`. I've added internal field `_ignore_unconsumed` to ignore this parameter in `core` class. ## Motivation and...

## Description I've changed `luigi.task.flatten_output` implementation to deduplicate outputs from tasks which are required by more than one wrapper task. Implementation is slightly changed (from DFS to BFS), but there's...