- cctbxbb - phenix-online.org

alternative to scipy.linalg.eig
by Robert Oeffner 10 Dec '20

10 Dec '20

scipy.linalg.eig is useful for diagonalising a 3x3 matrix to find eigenvalues and eigenvectors. Does anybody know if there is code in CCTBX which can also do this? Rob -- This email has been checked for viruses by AVG. https://www.avg.com

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Power disruption (12/1 11 pm to 12/2 2 pm)
by Billy Poon 01 Dec '20

01 Dec '20

Hi everyone, Sorry for the short notice, but due to some electrical work in our building, several of the Berkeley servers will be shut down later tonight at 11 pm Pacific and will return tomorrow afternoon at 2 pm Pacific. This will affect: - The Phenix web site (http://phenix-online.org/) - The CCI web site (http://cci.lbl.gov/) - The Structural Biology Technology Portal (http://technology.sbkb.org/) Bug reports and emails requesting help should be queued and we will receive them once the servers are back online. We apologize for any inconvenience. -- Billy K. Poon Research Scientist, Molecular Biophysics and Integrated Bioimaging Lawrence Berkeley National Laboratory 1 Cyclotron Road, M/S 33R0345 Berkeley, CA 94720 Tel: (510) 486-5709 Fax: (510) 486-5909 Web: https://phenix-online.org

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Re: [cctbxbb] [git/cctbx_project] master: de-clutter (e9be98075a)
by Robert Oeffner 07 Oct '20

07 Oct '20

Hi Graeme, It's just a simple call to the libtbx.clean_clutter script. But with the path set explicitly so it only works for this clone of the repo. Rob [hook "precommit"] cmdline = C:\\Users\\Oeffner\\Work\\Phenix\\phenix-installer-dev-3981-intel-windows-x86_64\\build\\bin\\libtbx.clean_clutter.bat wait = true show = true On 07-10-2020 14:33, Winter, Graeme (DLSLtd,RAL,LSCI) wrote: > Hi Rob, > > No worries - the deluge of commits last night with the same fricken > message have made my hyper sensitive and I have had a pet hate of > clean clutter for a long while, and your commit happened to come along > while I had it in my head > > I really think universal pre-commit hooks would be _a good thing_ > > if you wanted to circulate the hook in question you may also help > others… though I seem to recall there are some who dislike things like > pre-commit hooks as somehow impinging on their freedom or similar… > > Cheers Graeme > >> On 7 Oct 2020, at 14:23, Robert Oeffner <rdo20(a)cam.ac.uk >> <mailto:[email protected]>> wrote: >> >> Sorry about the noise in the commit history. I have now put a >> pre-commit hook in my git settings that runs clean_clutter on my >> clone of the cctbx repo. >> >> Rob >> >> >> On 07-10-2020 13:36, Winter, Graeme (DLSLtd,RAL,LSCI) wrote: >>> Hi Folks >>> >>> Would anyone be offended if we had a pre-commit hook which ran the >>> clutter / unused imports tests to stop the history fulling up with >>> clean clutter commits? >>> >>> If clutter is important, probably should not let it in in the first >>> place? >>> >>> I’m not suggesting anything extreme like black, like we use for >>> dxtbx and dials, just running the tools that developers are supposed >>> to run before commits >>> >>> Cheers Graeme >>> >>>> Begin forwarded message: >>>> >>>> *From: *CCTBX commit <diamondlightsource.jenkins(a)GMAIL.COM >>>> <mailto:[email protected]>> >>>> *Subject: **[git/cctbx_project] master: de-clutter (e9be98075a)* >>>> *Date: *7 October 2020 at 12:56:50 BST >>>> *To: *CCTBX-COMMIT(a)JISCMAIL.AC.UK <mailto:[email protected]> >>>> *Reply-To: *cctbxbb(a)PHENIX-ONLINE.ORG >>>> <mailto:[email protected]> >>>> >>>> Repository : https://github.com/cctbx/cctbx_project/ >>>> <https://github.com/cctbx/cctbx_project/> >>>> On branch : master >>>> Link : >>>> https://github.com/cctbx/cctbx_project/commit/e9be98075a31f4584f1eca41f9eba… >>>> >>>> ------------------------------------------------------------------------ >>>> >>>> >>>> commit e9be98075a31f4584f1eca41f9eba5e408d0cb8f >>>> Author: Robert Oeffner <rdo20(a)cam.ac.uk <mailto:[email protected]>> >>>> Date: Wed Oct 7 12:56:50 2020 +0100 >>>> >>>> de-clutter >>>> >>>> >>>> ------------------------------------------------------------------------ >>>> >>>> >>>> e9be98075a31f4584f1eca41f9eba5e408d0cb8f >>>> cctbx/miller/__init__.py | 0 >>>> 1 file changed, 0 insertions(+), 0 deletions(-) >>>> >>>> >>>> ------------------------------------------------------------------------ >>>> >>>> To unsubscribe from the CCTBX-COMMIT list, click the following link: >>>> https://www.jiscmail.ac.uk/cgi-bin/WA-JISC.exe?SUBED1=CCTBX-COMMIT&A=1 >>>> >>> >>> >>> -- >>> >>> This e-mail and any attachments may contain confidential, copyright >>> and or privileged material, and are for the use of the intended >>> addressee only. If you are not the intended addressee or an >>> authorised recipient of the addressee please notify us of receipt by >>> returning the e-mail and do not use, copy, retain, distribute or >>> disclose the information in or attached to the e-mail. >>> Any opinions expressed within this e-mail are those of the >>> individual and not necessarily of Diamond Light Source Ltd. >>> Diamond Light Source Ltd. cannot guarantee that this e-mail or any >>> attachments are free from viruses and we cannot accept liability for >>> any damage which you may sustain as a result of software viruses >>> which may be transmitted in or with the message. >>> Diamond Light Source Limited (company no. 4375679). Registered in >>> England and Wales with its registered office at Diamond House, >>> Harwell Science and Innovation Campus, Didcot, Oxfordshire, OX11 >>> 0DE, United Kingdom >>> >>> >>> _______________________________________________ >>> cctbxbb mailing list >>> cctbxbb(a)phenix-online.org >>> http://phenix-online.org/mailman/listinfo/cctbxbb >> -- >> Robert Oeffner, Ph.D. >> Research Associate, The Read Group >> Department of Haematology, >> Cambridge Institute for Medical Research >> University of Cambridge >> Cambridge Biomedical Campus >> The Keith Peters Building >> Hills Road >> Cambridge CB2 0XY >> www.cimr.cam.ac.uk/investigators/read/index.html >> tel: +44(0)1223 763234 >> >> <http://www.avg.com/email-signature?utm_medium=email&utm_source=link&utm_cam…> >> Virus-free. www.avg.com >> <http://www.avg.com/email-signature?utm_medium=email&utm_source=link&utm_cam…> >> >> > > -- > > This e-mail and any attachments may contain confidential, copyright > and or privileged material, and are for the use of the intended > addressee only. If you are not the intended addressee or an authorised > recipient of the addressee please notify us of receipt by returning > the e-mail and do not use, copy, retain, distribute or disclose the > information in or attached to the e-mail. > Any opinions expressed within this e-mail are those of the individual > and not necessarily of Diamond Light Source Ltd. > Diamond Light Source Ltd. cannot guarantee that this e-mail or any > attachments are free from viruses and we cannot accept liability for > any damage which you may sustain as a result of software viruses which > may be transmitted in or with the message. > Diamond Light Source Limited (company no. 4375679). Registered in > England and Wales with its registered office at Diamond House, Harwell > Science and Innovation Campus, Didcot, Oxfordshire, OX11 0DE, United > Kingdom > -- Robert Oeffner, Ph.D. Research Associate, The Read Group Department of Haematology, Cambridge Institute for Medical Research University of Cambridge Cambridge Biomedical Campus The Keith Peters Building Hills Road Cambridge CB2 0XY www.cimr.cam.ac.uk/investigators/read/index.html tel: +44(0)1223 763234 -- This email has been checked for viruses by AVG. https://www.avg.com

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Fwd: [git/cctbx_project] master: de-clutter (e9be98075a)
by Winter, Graeme (DLSLtd,RAL,LSCI) 07 Oct '20

07 Oct '20

Hi Folks Would anyone be offended if we had a pre-commit hook which ran the clutter / unused imports tests to stop the history fulling up with clean clutter commits? If clutter is important, probably should not let it in in the first place? I’m not suggesting anything extreme like black, like we use for dxtbx and dials, just running the tools that developers are supposed to run before commits Cheers Graeme Begin forwarded message: From: CCTBX commit <diamondlightsource.jenkins(a)GMAIL.COM<mailto:[email protected]>> Subject: [git/cctbx_project] master: de-clutter (e9be98075a) Date: 7 October 2020 at 12:56:50 BST To: CCTBX-COMMIT(a)JISCMAIL.AC.UK<mailto:[email protected]> Reply-To: cctbxbb(a)PHENIX-ONLINE.ORG<mailto:[email protected]> Repository : https://github.com/cctbx/cctbx_project/ On branch : master Link : https://github.com/cctbx/cctbx_project/commit/e9be98075a31f4584f1eca41f9eba… ________________________________ commit e9be98075a31f4584f1eca41f9eba5e408d0cb8f Author: Robert Oeffner <rdo20(a)cam.ac.uk<mailto:[email protected]>> Date: Wed Oct 7 12:56:50 2020 +0100 de-clutter ________________________________ e9be98075a31f4584f1eca41f9eba5e408d0cb8f cctbx/miller/__init__.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) ________________________________ To unsubscribe from the CCTBX-COMMIT list, click the following link: https://www.jiscmail.ac.uk/cgi-bin/WA-JISC.exe?SUBED1=CCTBX-COMMIT&A=1 -- This e-mail and any attachments may contain confidential, copyright and or privileged material, and are for the use of the intended addressee only. If you are not the intended addressee or an authorised recipient of the addressee please notify us of receipt by returning the e-mail and do not use, copy, retain, distribute or disclose the information in or attached to the e-mail. Any opinions expressed within this e-mail are those of the individual and not necessarily of Diamond Light Source Ltd. Diamond Light Source Ltd. cannot guarantee that this e-mail or any attachments are free from viruses and we cannot accept liability for any damage which you may sustain as a result of software viruses which may be transmitted in or with the message. Diamond Light Source Limited (company no. 4375679). Registered in England and Wales with its registered office at Diamond House, Harwell Science and Innovation Campus, Didcot, Oxfordshire, OX11 0DE, United Kingdom

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Clutter etc.
by Winter, Graeme (DLSLtd,RAL,LSCI) 03 Oct '20

03 Oct '20

Hi Folks Please could we make less of a big deal about clutter? I have been hacking away for weeks at a PR & errors such as 2020-10-03T09:39:50.9328925Z Generating script. 2020-10-03T09:39:50.9348357Z ========================== Starting Command Output =========================== 2020-10-03T09:39:50.9378363Z [command]/bin/bash --noprofile --norc /home/vsts/work/_temp/2787f38a-d1cc-4c10-b0bd-c9b041b41631.sh 2020-10-03T09:40:32.0565443Z 2020-10-03T09:40:32.0566065Z mmtbx/model/model.py: unused imports=1 2020-10-03T09:40:32.0566273Z 2020-10-03T09:40:32.0566573Z *** To clean up please use: libtbx.find_unused_imports_crude *** 2020-10-03T09:40:32.0566824Z 2020-10-03T09:40:32.0711947Z 2020-10-03T09:40:32.0785277Z ##[error]Bash exited with code '1'. 2020-10-03T09:40:32.0802183Z ##[section]Finishing: Check for clutter 2020-10-03T09:40:32.0831426Z ##[section]Starting: Checkout cctbx/cctbx_project@refs/pull/533/merge to ./modules/cctbx_project 2020-10-03T09:40:32.0841670Z ============================================================================== 2020-10-03T09:40:32.0842063Z Task : Get sources 2020-10-03T09:40:32.0842444Z Description : Get sources from a repository. Supports Git, TfsVC, and SVN repositories. 2020-10-03T09:40:32.0842850Z Version : 1.0.0 2020-10-03T09:40:32.0843106Z Author : Microsoft 2020-10-03T09:40:32.0843503Z Help : [More Information](https://go.microsoft.com/fwlink/?LinkId=798199) 2020-10-03T09:40:32.0843947Z ============================================================================== 2020-10-03T09:40:32.4896538Z Cleaning any cached credential from repository: cctbx/cctbx_project (GitHub) 2020-10-03T09:40:32.4948059Z ##[section]Finishing: Checkout cctbx/cctbx_project@refs/pull/533/merge to ./modules/cctbx_project 2020-10-03T09:40:32.5010291Z ##[section]Starting: Finalize Job 2020-10-03T09:40:32.5043249Z Cleaning up task key 2020-10-03T09:40:32.5044549Z Start cleaning up orphan processes. 2020-10-03T09:40:32.5217555Z ##[section]Finishing: Finalize Job 2020-10-03T09:40:32.5261526Z ##[section]Finishing: syntax python2.7 are making it hard to actually make the tests pass (this change is something I have not touched) Is it really worth breaking builds in PR’s because of some white space / unused imports in unrelated files? Cheers Graeme -- This e-mail and any attachments may contain confidential, copyright and or privileged material, and are for the use of the intended addressee only. If you are not the intended addressee or an authorised recipient of the addressee please notify us of receipt by returning the e-mail and do not use, copy, retain, distribute or disclose the information in or attached to the e-mail. Any opinions expressed within this e-mail are those of the individual and not necessarily of Diamond Light Source Ltd. Diamond Light Source Ltd. cannot guarantee that this e-mail or any attachments are free from viruses and we cannot accept liability for any damage which you may sustain as a result of software viruses which may be transmitted in or with the message. Diamond Light Source Limited (company no. 4375679). Registered in England and Wales with its registered office at Diamond House, Harwell Science and Innovation Campus, Didcot, Oxfordshire, OX11 0DE, United Kingdom

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Simple C++11 async example
by Tristan Croll 02 Oct '20

02 Oct '20

Hi all, For anyone who's interested: following on from my quick demo of the use of std::async to simplify threading of long-running tasks called from Python, I've put some example code at https://github.com/tristanic/async-hello-world/tree/master/src (implemented as a ChimeraX plugin for demo purposes, but the C++ code and bindings are entirely generic). To re-iterate what this is about, and why I think it's important: in brief, for most real-world problems Python-level threading is not particularly useful since (except in specific cases) the Global Interpreter Lock limits the overall performance to no better than - and often much worse than - single-threaded code. While multiprocessing can be an option for some tasks, it's (a) slow to get started, (b) memory-hungry due to the need for each process to have a complete copy of all the data, (c) rather difficult to organise with respect to intercommunication, and (d) not very cross-platform friendly (I'm looking at you, Windows!). The point of this example is to show that with C++11 organising the threading at the C++ level can often end up being both the simplest and fastest approach - it's only a dozen or so extra lines of fairly boilerplate code required to allow the Python programmer to choose between running the exact same function either in the main thread or asynchronously in a new one. Why I think it's important: I've said in the past, and continue to believe, that we should be aiming for (interactive) model building, validation and refinement to merge together into a single integrated process - as much as anything, ISOLDE is meant to be the proof of principle that this is a possibility. But for that to work, high-performance and cross-platform parallelism is a real necessity. The approach described here is how I'm currently getting ChimeraX to maintain 30+ fps graphics performance while simultaneously running interactive molecular dynamics and structure factor calculations. I suspect there are many functions in CCTBX that could potentially benefit from this approach even when not considering GUI applications. Best regards, Tristan

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boost python conversions help needed
by Winter, Graeme (DLSLtd,RAL,LSCI) 30 Sep '20

30 Sep '20

Hi All, In the branch https://github.com/cctbx/cctbx_project/tree/fixed-width-int-types I am working to add a full range of fixed-width integer types to allow explicit reading of binary data without conversion from images (amongst other things) - mostly I’ve got something _working_ but tests fail because stdout / err contains Standard error: /Users/graeme/svn/cctbx/conda_base/python.app/Contents/lib/python3.6/importlib/_bootstrap.py:219: RuntimeWarning: to-Python converter for scitbx::af::shared<unsigned int> already registered; second conversion method ignored. has anyone got any hints where these may be registered? The details of the low level flex implementation seems to be minimally documented, and the error has no useful stack trace, so I am at a bit of a loss as to where the other unsigned int conversion is registered. Some pointers from someone who has delved into these in the past would be welcome - I have spent a couple days trying to find what I am doing wrong and have so far failed - hopefully someone on the list knows their way around in here Cheers Graeme -- This e-mail and any attachments may contain confidential, copyright and or privileged material, and are for the use of the intended addressee only. If you are not the intended addressee or an authorised recipient of the addressee please notify us of receipt by returning the e-mail and do not use, copy, retain, distribute or disclose the information in or attached to the e-mail. Any opinions expressed within this e-mail are those of the individual and not necessarily of Diamond Light Source Ltd. Diamond Light Source Ltd. cannot guarantee that this e-mail or any attachments are free from viruses and we cannot accept liability for any damage which you may sustain as a result of software viruses which may be transmitted in or with the message. Diamond Light Source Limited (company no. 4375679). Registered in England and Wales with its registered office at Diamond House, Harwell Science and Innovation Campus, Didcot, Oxfordshire, OX11 0DE, United Kingdom

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Documentation on caching mechanisms implemented in structure factor calculation
by Jan M. Simons 29 Sep '20

29 Sep '20

Hello fellow researchers and scientists, It's been a while since I actively worked with cctbx, but now I wonder if there is some in depth documentation on how the structure factor calculation in the cctbx xray module is done. I'm especially interested in caching strategies employed to speed up the calculation during refinement runs (especially in the case of small molecules using direct summation). So is there a kind of caching that keeps (partial) structure factor contributions of each individual scatterer cached so that only the partials of shifted scatterers have to be recalculated? If so is there a python interface for accessing those? Also is there an option to simulate/map the f_calc amplitudes onto a 1dimensional 2theta or d* axis to compare those to powder diffraction patterns? Thanks in advance for giving me some guidance on this (especially if there have been some recent additions to these modules). Cheers Jan

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Warnings (by the hundredweight)
by Winter, Graeme (DLSLtd,RAL,LSCI) 24 Sep '20

24 Sep '20

Hi Folks Spent this afternoon looking at https://github.com/cctbx/cctbx_project/issues/532 which involves touching C++ header code deep in scitbx - which is fine - but every recompile generates hundreds of warnings from all over the place so your actual compiler errors are completely obscured Massive amounts of deprecation errors everywhere e.g. In file included from /Users/graeme/svn/cctbx/modules/cctbx_project/cctbx/maptbx/asymmetric_map.cpp:5: In file included from /Users/graeme/svn/cctbx/modules/cctbx_project/cctbx/maptbx/asymmetric_map.h:18: In file included from /Users/graeme/svn/cctbx/modules/cctbx_project/cctbx/sgtbx/direct_space_asu/proto/asymmetric_unit.h:6: In file included from /Users/graeme/svn/cctbx/modules/cctbx_project/cctbx/sgtbx/direct_space_asu/proto/direct_space_asu.h:9: /Users/graeme/svn/cctbx/modules/cctbx_project/cctbx/sgtbx/direct_space_asu/proto/facet_collection.h:72:34: warning: 'pointer' is deprecated [-Wdeprecated-declarations] faces_ = facet_collection::pointer(a.faces_->new_copy()); In file included from /Users/graeme/svn/cctbx/modules/cctbx_project/cctbx/sgtbx/direct_space_asu/proto/asymmetric_unit.h:6: In file included from /Users/graeme/svn/cctbx/modules/cctbx_project/cctbx/sgtbx/direct_space_asu/proto/direct_space_asu.h:9: /Users/graeme/svn/cctbx/modules/cctbx_project/cctbx/sgtbx/direct_space_asu/proto/facet_collection.h:78:33: warning: 'pointer' is deprecated [-Wdeprecated-declarations] faces(const facet_collection::pointer &a) : faces_(a->new_copy()) {} ^ /Users/graeme/svn/cctbx/conda_base/bin/../include/c++/v1/memory:2130:28: note: 'auto_ptr<cctbx::sgtbx::asu::facet_collection>' has been explicitly marked deprecated here class _LIBCPP_TEMPLATE_VIS _LIBCPP_DEPRECATED_IN_CXX11 auto_ptr ^ /Users/graeme/svn/cctbx/conda_base/bin/../include/c++/v1/__config:972:39: note: expanded from macro '_LIBCPP_DEPRECATED_IN_CXX11' # define _LIBCPP_DEPRECATED_IN_CXX11 _LIBCPP_DEPRECATED ^ /Users/graeme/svn/cctbx/conda_base/bin/../include/c++/v1/__config:961:48: note: expanded from macro '_LIBCPP_DEPRECATED' # define _LIBCPP_DEPRECATED __attribute__ ((deprecated)) is there any appetite on the list to reduce the number of compiler warnings to make development easier? Thanks Graeme -- This e-mail and any attachments may contain confidential, copyright and or privileged material, and are for the use of the intended addressee only. If you are not the intended addressee or an authorised recipient of the addressee please notify us of receipt by returning the e-mail and do not use, copy, retain, distribute or disclose the information in or attached to the e-mail. Any opinions expressed within this e-mail are those of the individual and not necessarily of Diamond Light Source Ltd. Diamond Light Source Ltd. cannot guarantee that this e-mail or any attachments are free from viruses and we cannot accept liability for any damage which you may sustain as a result of software viruses which may be transmitted in or with the message. Diamond Light Source Limited (company no. 4375679). Registered in England and Wales with its registered office at Diamond House, Harwell Science and Innovation Campus, Didcot, Oxfordshire, OX11 0DE, United Kingdom

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Re: [cctbxbb] [EXTERNAL] cctbxbb Digest, Vol 138, Issue 2
by Mooers, Blaine H.M. (HSC) 23 Sep '20

23 Sep '20

Hi Billy, I installed cctbx in a new conda env called cctbx37: conda create --name cctbx37 python=3.7 conda activate cctbx37 conda install -c conda-forge cctbx jupyterlab I cannot find libtbx.run_tests_module. I can only find libtbx.run_tests_parallel. Best regards, Blaine Blaine Mooers, Ph.D. Associate Professor Department of Biochemistry and Molecular Biology College of Medicine University of Oklahoma Health Sciences Center S.L. Young Biomedical Research Center (BRC) Rm. 466 975 NE 10th Street, BRC 466 Oklahoma City, OK 73104-5419 ________________________________________ From: cctbxbb-bounces(a)phenix-online.org [cctbxbb-bounces(a)phenix-online.org] on behalf of cctbxbb-request(a)phenix-online.org [cctbxbb-request(a)phenix-online.org] Sent: Wednesday, September 23, 2020 2:00 PM To: cctbxbb(a)phenix-online.org Subject: [EXTERNAL] cctbxbb Digest, Vol 138, Issue 2 Send cctbxbb mailing list submissions to cctbxbb(a)phenix-online.org To subscribe or unsubscribe via the World Wide Web, visit https://urldefense.proofpoint.com/v2/url?u=http-3A__phenix-2Donline.org_mai… or, via email, send a message with subject or body 'help' to cctbxbb-request(a)phenix-online.org You can reach the person managing the list at cctbxbb-owner(a)phenix-online.org When replying, please edit your Subject line so it is more specific than "Re: Contents of cctbxbb digest..." Today's Topics: 1. cctbx now available on conda-forge (Billy Poon) ---------------------------------------------------------------------- Message: 1 Date: Wed, 23 Sep 2020 11:22:03 -0700 From: Billy Poon <BKPoon(a)lbl.gov> To: cctbx mailing list <cctbxbb(a)phenix-online.org>, PHENIX user mailing list <phenixbb(a)phenix-online.org> Subject: [cctbxbb] cctbx now available on conda-forge Message-ID: <CAHmYUcZwVDKZ6v1iuA-nP8AJn1cfp3sNWtiqeo=fcWPq9VbpqQ(a)mail.gmail.com> Content-Type: text/plain; charset="utf-8" Hi everyone, The conda-forge package for cctbx is now available. There are 2 packages, "cctbx-base" includes the base code and "cctbx" which includes "cctbx-base" and adds "wxPython", "PySide2", and "ipython". The commands for installing cctbx into your conda environment are conda install -c conda-forge cctbx or conda install -c conda-forge cctbx-base If you want to use Jupyter Lab, you can now easily do this with conda install -c conda-forge cctbx-base jupyterlab jupyter lab The existing documentation will be updated to reflect the easier installation procedure with conda. After installing the conda package, you can also run some of the tests (in an empty directory) with libtbx.run_tests_module module=libtbx module=cctbx nproc=<nproc> I do know of a few issues that I want to fix in upcoming releases, but please submit issues to https://urldefense.proofpoint.com/v2/url?u=https-3A__github.com_cctbx_cctbx… with steps to reproduce the error. Thanks! -- Billy K. Poon Research Scientist, Molecular Biophysics and Integrated Bioimaging Lawrence Berkeley National Laboratory 1 Cyclotron Road, M/S 33R0345 Berkeley, CA 94720 Tel: (510) 486-5709 Fax: (510) 486-5909 Web: https://urldefense.proofpoint.com/v2/url?u=https-3A__phenix-2Donline.org&d=…

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