Skip to main content

New ChEMBL Web Services




Following on from our recent ChEMBL 20 release we are pleased to announce an updated version of the ChEMBL web services. First things first, some of the most important bits of information:
  • You can explore new resources using online documentation available here: https://www.ebi.ac.uk/chembl/api/data/docs
  • The code is Apache 2.0 licensed and available on GitHub: https://github.com/chembl/chembl_webservices_2
  • The basic URL for accessing web services is https://www.ebi.ac.uk/chembl/api/data/ so in order to retrieve some information about molecules, you would construct following URL: https://www.ebi.ac.uk/chembl/api/data/molecule
  • The 'old' web services are still available, so any applications and code relying on these services will continue to work. We do encourage you to review and migrate any code which uses these services to the updated versions described in this blog post.

 

And now some short Q&A session:

 

Q: But you already have web services available here: https://www.ebi.ac.uk/chemblws/ and they are sooo great, so why release something new?

A: With each new ChEMBL release more and more tables are being added to the underlying database schema, which have not been reflected in the web services for a long time. Additionally we had many suggestions from our users, which we have tried to address where possible. So in order expose more data and provide new functionality, it made sense to release the new and improved ChEMBL web services. The table below summaries the most important differences between old and updated ChEMBL web services: 

Feature
Original ChEMBL Web Services
Updated ChEMBL Web Services
Base URL
https://www.ebi.ac.uk/chemblws
https://www.ebi.ac.uk/chembl/api/data
Number of resources
5
17
Pagination
No
Yes
Filtering
No
Yes
Ordering
No
Yes
Raster Images
Yes
Yes
Vector Images
No
Yes
JSONP support
Yes
Yes
CORS support
Yes
Yes
Online Documentation
Python client library
Yes
Yes
Available REST verbs
GET, POST
GET, POST
Support for SMILES in GET
Partial
Full

As you see, the most important difference are the number of new resources, for example we now  include 'activity', 'cell_line', 'document' and many more. Existing resources (e.g. molecule, target, assay) have also been updated to include many new important attributes.

Another useful feature is filtering, you can now for example retrieve all molecules with a molecule weight less than 300 Da and preferred name ending with 'nib' using following URL:
https://www.ebi.ac.uk/chembl/api/data/molecule?molecule_properties__mw_freebase__lte=300&pref_name__iendswith=nib. You can apply filtering to every resource and filter by most of the fields belonging to given resource so for example targets that contain 'kinase' in pref_name would be: https://www.ebi.ac.uk/chembl/api/data/target?pref_name__contains=kinase. Don't worry if you do not follow the filtering query language, there will be a separate blog post on this topic.

Another new (and much requested) feature is the ability to easily retrieve multiple records from a resource. There are currently many ways to do this (filtering is one of them), but a more intuitive way is to get multiple records in bulk via the list of IDs. This is now possible, for example to retrieve ChEMBL molecules CHEMBL900, CHEMBL1096643 and CHEMBL1490, you can use: https://www.ebi.ac.uk/chembl/api/data/molecule/set/CHEMBL900;CHEMBL1096643;CHEMBL1490.

Q: Are the updated ChEMBL web services compatible with the old ones?
A: No. The URLs patterns and responses returned by the web services have changed, so they are not compatible. We recommend you review any code which currently consumes the old services and look to migrated to the updated version described here.

Q: But I have a lot of code that depends on the old web services! Will it break?
A: No. The old web services are still accessible and have been updated to serve data from ChEMBL 20 release. We will continue to support the old web services, but as part of our deprecation plan, we probably aim to stop supporting them by the end of the year. Please remember that the old code will always be available on GitHub and PyPI, so it is possible to create your own instance.

Q: How can I retrieve large data sets in the updated ChEMBL web services?
A: You can now retrieve all entities of a given resource, for example https://www.ebi.ac.uk/chembl/api/data/molecule returns all molecules in ChEMBL. This is achieved by returning the data in 'pages'. In order to implement paging, data is now wrapped in an envelope(<response> tag for XML output and outermost dictionary for JSON). Inside the envelope you can find collection of objects ('molecules' for molecule resource) and meta information looking like this:



Meta data provides information about current page: limit (how many objects can be on the page) and offset (serial number of the first object), as well as links to the previous and next page and total object count. Using the meta data it is now possible to loop through the large result set.

Q: Speaking about your python client library: will it include the old or the new version? Will it be backwards compatible?
A: Yes, version  0.8.x of the chembl_webresource_client package includes support for the updated web services. In order to access them, use following line of code:


If you list attributes of new_client object you will find that it contains all resources. The usage will be covered in separate blog post. We plan to drop support for the old services in version 0.9.x of the library, so the new_client will become default client.

Q: You claim that new web services supports GET and POST methods but online documentation lists only GET endpoints. I actually tried POST and I'm getting 405 Method now allowed error.
A: In the REST context GET, POST, PUT and DELETE are verbs meaning RETRIEVE, CREATE, UPDATE and DELETE accordingly. Because our web services are read-only we should only allow GET method. But GET has one very big limitation: all parameters (like identifiers, filtering, paging, ordering info) are appended to URL. All web servers (and some browsers) impose limits on URL length. In Apache, this limitation is 4000 characters by default. This means that if you want to get data about some (very) big molecule using SMILES as the identifier, it may happen that the resulting URL will be too long.

On the other hand, POST doesn't have this limitation as parameters are included in request body, not in URL. This is why we allow POST to retrieve data. But to be consistent with REST standard you have to let us now: 'OK, in this request I want to GET some data but I'm using POST just to pass more parameters'. In order to use it, just add header X-HTTP-Method-Override:GET to your POST request and you won't see 405 error anymore.

We hope you find the update useful and if you experience any problems or have any questions please get in touch.

The ChEMBL Team

Comments

Popular posts from this blog

Improvements in SureChEMBL's chemistry search and adoption of RDKit

    Dear SureChEMBL users, If you frequently rely on our "chemistry search" feature, today brings great news! We’ve recently implemented a major update that makes your search experience faster than ever. What's New? Last week, we upgraded our structure search engine by aligning it with the core code base used in ChEMBL . This update allows SureChEMBL to leverage our FPSim2 Python package , returning results in approximately one second. The similarity search relies on 256-bit RDKit -calculated ECFP4 fingerprints, and a single instance requires approximately 1 GB of RAM to run. SureChEMBL’s FPSim2 file is not currently available for download, but we are considering generating it periodicaly and have created it once for you to try in Google Colab ! For substructure searches, we now also use an RDKit -based solution via SubstructLibrary , which returns results several times faster than our previous implementation. Additionally, structure search results are now sorted by

Improved querying for SureChEMBL

    Dear SureChEMBL users, Earlier this year we ran a survey to identify what you, the users, would like to see next in SureChEMBL. Thank you for offering your feedback! This gave us the opportunity to have some interesting discussions both internally and externally. While we can't publicly reveal precisely our plans for the coming months (everything will be delivered at the right time), we can at least say that improving the compound structure extraction quality is a priority. Unfortunately, the change won't happen overnight as reprocessing 167 millions patents takes a while. However, the good news is that the new generation of optical chemical structure recognition shows good performance, even for patent images! We hope we can share our results with you soon. So in the meantime, what are we doing? You may have noticed a few changes on the SureChEMBL main page. No more "Beta" flag since we consider the system to be stable enough (it does not mean that you will never

ChEMBL brings drug bioactivity data to the Protein Data Bank in Europe

In the quest to develop new drugs, understanding the 3D structure of molecules is crucial. Resources like the Protein Data Bank in Europe (PDBe) and the Cambridge Structural Database (CSD) provide these 3D blueprints for many biological molecules. However, researchers also need to know how these molecules interact with their biological target – their bioactivity. ChEMBL is a treasure trove of bioactivity data for countless drug-like molecules. It tells us how strongly a molecule binds to a target, how it affects a biological process, and even how it might be metabolized. But here's the catch: while ChEMBL provides extensive information on a molecule's activity and cross references to other data sources, it doesn't always tell us if a 3D structure is available for a specific drug-target complex. This can be a roadblock for researchers who need that structural information to design effective drugs. Therefore, connecting ChEMBL data with resources like PDBe and CSD is essen

ChEMBL 34 is out!

We are delighted to announce the release of ChEMBL 34, which includes a full update to drug and clinical candidate drug data. This version of the database, prepared on 28/03/2024 contains:         2,431,025 compounds (of which 2,409,270 have mol files)         3,106,257 compound records (non-unique compounds)         20,772,701 activities         1,644,390 assays         15,598 targets         89,892 documents Data can be downloaded from the ChEMBL FTP site:  https://ftp.ebi.ac.uk/pub/databases/chembl/ChEMBLdb/releases/chembl_34/ Please see ChEMBL_34 release notes for full details of all changes in this release:  https://ftp.ebi.ac.uk/pub/databases/chembl/ChEMBLdb/releases/chembl_34/chembl_34_release_notes.txt New Data Sources European Medicines Agency (src_id = 66): European Medicines Agency's data correspond to EMA drugs prior to 20 January 2023 (excluding vaccines). 71 out of the 882 newly added EMA drugs are only authorised by EMA, rather than from other regulatory bodies e.g.

In search of the perfect assay description

Credit: Science biotech, CC BY-SA 4.0 Assays des cribe the experimental set-up when testing the activity of drug-like compounds against biological targets; they provide useful context for researchers interested in drug-target relationships. Ver sion 33 of ChEMBL contains 1.6 million diverse assays spanning ADMET, physicochemical, binding, functional and toxicity experiments. A set of well-defined and structured assay descriptions would be valuable for the drug discovery community, particularly for text mining and NLP projects. These would also support ChEMBL's ongoing efforts towards an  in vitro  assay classification. This Blog post will consider the features of the 'perfect' assay description and provide a guide for depositors on the submission of high quality data. ChEMBL's assays are typically structured with the overall aim, target, and method .  The ideal assay description is succinct but contains all the necessary information for easy interpretation by database u