Nate Lust added a comment - 25/Mar/22 5:13 PM There is nothing that says a _ str _ representation be concise, even on the page you linked. The exact text is "there is no expectation that _ str _() return a valid Python expression: a more convenient or concise representation can be used" You can say that it is not a convenient representation for your use case, and that is fine, for other use cases it is convenient. Which needs take precedence of course can be debated, and I am open for change. This however is the exact reason it is not `_ repr _` which should be more close to some representation of the object. Can you think of a good representation? Almost any field is allowed to be omitted. It can be constructed from a file, or it can be constructed interactively (which is what happens from pipetask command line). There are two fields that are required by a pipeline, Description and Tasks. Description might be a good candidate for repr, but it is often multiline, which is something you do not want. As far as tasks, what do you print the labels? Those can actually point to any task, so are not deterministic. Even if you wanted to do that, that is not really what goes into initializing a pipeline. Pipelines are also not `final` so any repr might actually change each time you call it (except for the description attribute, but as discussed that is multiline). We could print something about the number of tasks or something, but that really has little to do with the repr of the object. Likewise even if you wanted to print something like pipeline uri, that does not really tell you about the object per-say as it can be modified after the file is loaded. Configuration is also really important to determine what is going on. Two Pipelines with the same tasks, same labels, same instrument, might still differ because they have different configs applied to them. I am certainly open to any suggestions, but it is not that this has not been thought through. Anything you pick is going to have trade-offs and not informative in some way or another. The most informative you can get about the pipeline is something a human can read and understand in its complete form (or some subset of information about the pipeline). I would contend that in this case there is no real answer for what is best, and so the task should not define a single function that defines what people will see. In my opinion, specific logging code (or whatever) should define their own "in this context x and y info is what is important given the constraints of the application" function that can be used to create a representation. However, I would really welcome being wrong and having someone point out an optimal representation.