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Fix broken network cookbook with newest konnektor updates - #324

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Colab 👈 Launch a Colab session on branch fix-broken-network-new-konnektor

@hannahbaumann hannahbaumann changed the title [WIP] Adapt fix broken network cookbook with newest konnektor updates [WIP] Fix broken network cookbook with newest konnektor updates Sep 10, 2026
@hannahbaumann
hannahbaumann changed the base branch from fix-broken-networks to main September 10, 2026 12:23
@hannahbaumann hannahbaumann changed the title [WIP] Fix broken network cookbook with newest konnektor updates Fix broken network cookbook with newest konnektor updates Sep 10, 2026
@jthorton jthorton self-assigned this Sep 23, 2026
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jthorton requested a review from IAlibay September 23, 2026 14:12
Comment thread cookbook/repairing_broken_networks.ipynb
Comment thread cookbook/repairing_broken_networks.ipynb
Comment thread cookbook/repairing_broken_networks.ipynb

@IAlibay IAlibay left a comment

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I mostly reviewed for content - overrall looks good to me, just a couple of small comments on the amount of details that are in the text.

Comment thread environment.yaml Outdated
Comment thread cookbook/repairing_broken_networks.ipynb
Comment thread cookbook/repairing_broken_networks.ipynb
Comment thread cookbook/repairing_broken_networks.ipynb
Comment thread cookbook/repairing_broken_networks.ipynb
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{

@jthorton jthorton Sep 25, 2026 •

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Line #4.        mapper: AtomMapper,

To consider, should this have the same API as the network generators if this would eventually go into Konnektor and support multiple mappers and a scorer?


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Comment thread cookbook/repairing_broken_networks.ipynb
Comment thread cookbook/repairing_broken_networks.ipynb
Comment thread cookbook/repairing_broken_networks.ipynb
Comment thread cookbook/repairing_broken_networks.ipynb
Comment thread cookbook/repairing_broken_networks.ipynb
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{

@atravitz atravitz Sep 28, 2026 •

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[nit] I'd prefer using "broken" instead of "damaged" just for consistent language everywhere.


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Changed this!

Comment thread cookbook/repairing_broken_networks.ipynb
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{

@atravitz atravitz Sep 28, 2026 •

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maybe it makes sense to move the reading of the reference chemical system to later, at the point where you actually need it?


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That would also be possible, I'm just not sure if it would help the users since we'd have to parse through the results again. If you have a srong preference, I'm happy to change it, but I think I would slightly prefer opening the files only once.

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keeping it as-is is fine by me!

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@atravitz atravitz Sep 28, 2026 •

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I'm tempted to make load_result_json a public method, but maybe we discuss that for v1.14/15.

_units() needs a docstring. Personally, I would find type-hints helpful for these functions, but I'm not sure if that's true for our targeted audience here.


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Do you mean making it a public method ones we add API support for this in openfe? Or just here for the cookbook?

Added the docstring!

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the former! nothing to do here.

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@atravitz atravitz Sep 28, 2026 •

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a few more inline comments could make this more digestible for users wanting to augment this code.


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Added some more inline comments.

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@atravitz atravitz Sep 28, 2026 •

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this header needs to be one level lower (add one #)


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Thanks, changed this!

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{

@atravitz atravitz Sep 28, 2026 •

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I think parallel structure with the beginning would help here, something like:

Identify failures: campaign results -> broken ligand network

Repair the ligand network: broken ligand network -> new repair edges

Build replacement transformations: new repair edges -> runnable transformations.


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Thanks, changed this!

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overall this looks great (and makes me excited to see how much simpler I can make it using ResultsNetwork).

requesting changes to improve consistency & clarity.

Comment thread cookbook/repairing_broken_networks.ipynb
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{

@IAlibay IAlibay Sep 29, 2026 •

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Line #21.        if not any(a in path.name and b in path.name for a, b in DROP_EDGES)

[nit] I wonder if this woulld be more readable to readers if we just didn't have to drop results, i.e. if the files were just missing to begin with? Could just move this to an rm call at the same time you open up the tarball?


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True, I changed this to now remove the files at the top.

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{

@IAlibay IAlibay Sep 29, 2026 •

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[nit] because the imports were so long ago, it might be good to remind readers of where MstConcatenator comes from.


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I added this in the description and also moved the import to right above the function to make it clear.

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{

@IAlibay IAlibay Sep 29, 2026 •

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Line #1.    def repair_network_by_score(

[nit] Is this method being re-used later? If not, it might be nicerr for the reader to not have these four lines in a separate method but rather just in-line on the same cell.


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I think Josh and my idea here originally was to try and see how an API point could look like, so that's why it's a function, but I'm also happy to in-line it if that was more readable.

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If we're adding this to the docs, then I would go with doing it in-line, it's more "here is something a user should be able to understand".

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Ok, I changed this!

Comment thread cookbook/repairing_broken_networks.ipynb

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Couple of comments, nothing blocking. Will approve early.

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4 participants