Need Tanimoto Similarity Search in the rdkit/rdkit-js like RDKIT

[caok2709]

Is your feature request related to a problem? Please describe.
No.

Describe the solution you'd like
Right now, it looks like rdkit-js only have the ability to do the Substructure Search.

However, we need to have Tanimoto Similarity search. For example:
You send a smiles string/or rdkit.get_mol(smiles string) + the similarity level (like 80% or any similarity level you want), then the code will search through an array of smiles just like what Substructure Search did. Then the function will tell if it can reach the similarity level of not.

Describe alternatives you've considered
I reviewed the source code of RDKIT. It looks the function is already there: DataStructs.TanimotoSimilarity.
Will you be able to migrate the function and put it in the rdkit-js?

Additional context
None.

[caok2709]

@MichelML Happy new year. Please let me know if this function can be release in the rdkit-js any soon.

[MichelML]

Thanks @caok2709 , @ptosco isn't this possible already with the SubstructLibrary? Happy to add an example if it is indeed possible.

[ptosco]

@MichelML It isn't. SubstructLibrary only retrieves molecule that contain the specified substructure, using pattern fingerprints as a pre-filter to improve performance. Currently rdkit-js has no functionality for similarity searches.

[caok2709]

@ptosco @MichelML Will it be possible to add Tanimoto Similarity search functionality in the next version?

[MichelML]

@ptosco how complex would it be to include similarity search in the minimallib? It seems like a common use case and something we would use at our company as well.