Schrodinger python api

This is the top level package for all Schrodinger modules. The main modules of interest are schrodinger.structure and the ones in the schrodinger.structutils package. The Python Module Overview included with the Schrodinger distribution gives an expository introduction to the Schrodinger Python API.

Online certification courses. Level up your skillset with hands-on, online molecular modeling courses using industry-leading technology. Enrollment in a Schrödinger Online Course includes access to Schrödinger software and support. Courses are entirely asynchronous so you can participate at your preferred pace. View all courses.Cookbook. ¶. This cookbook aims to give short, self-contained, runnable code samples to perform common tasks that would be assembled into a larger script. This document is a work in progress. Our Python API is extremely extensive and we’ll continue to add to the recipes here each release. All the code is run as part of our test suite, so ...May 11, 2022 · schrodinger.application.jaguar.input module. ¶. Functions and classes for reading and creating Jaguar input files. It allows setting and querying of keyword values in Jaguar input &gen sections and also provides an interface to some of the mmjag library. The JaguarInput class also provides for the running of jobs.class schrodinger.job.queue.ResourceHost(name: str, procs: int, resource: Optional[str] = None) ¶. Bases: object. Tracks the allowed number of processors for each resource on a given host. Use a ResourceHost object to specify a host for JobDJ that has processors reserved for jobs that request a specific resource.Introduction ¶. Introduction. ¶. At the highest level, the Schrödinger Python API provides a base molecular structure class and allows for programmatic interaction with Maestro and Schrödinger computational products. You can use it to automate workflows and extend our software’s core functionality. schrodinger.application.desmond.meta.generate_meta_cfg (meta_def, model) ¶ Generate part of the config file for metadynamics simulation :param meta_def: The content of definition file for collective variables. :param model: topology file. :type meta_def: sea.Sea object :type model: cms.Cms object :return a string. Using the Schrödinger Python API ¶. This document can be accessed from the Schrödinger website at www.schrodinger.com/pythonapi. Contents ¶. …

Nov 1, 2561 BE ... Schrodinger provides many computational tools for drug discovery, that is not only GUI tool but also python API. Many tool can call from ...Jul 30, 2021 · Example 1: Setting up jobs. Example 2: Launching jobs and parsing the output. Example 3: Chaining jobs using the restart file. Example 4: Setting up a constrained geometry optimization. Example 5: Running Jaguar jobs in parallel batches. Enrichment. Calculate Enrichment from Virtual Screening. Product …Jan 30, 2024 · https://www.python.org contains documentation, examples, and many useful links. In particular, the Python Tutorial is a reasonable introduction to the language, and the Python Standard Library is an invaluable reference.. Good introductory Python books include Learn Python The Hard Way and Learning … This is the top level package for all Schrodinger modules. The main modules of interest are schrodinger.structure and the ones in the schrodinger.structutils package. The Python Module Overview included with the Schrodinger distribution gives an expository introduction to the Schrodinger Python API. Python API · Design of a Highly Selective ... Ready to release the power of digital chemistry? Contact us · Schrödinger ... Copyright © 2024 Schrödinger, Inc.

Schrödinger Python API 2022-2 documentation » schrodinger.analysis.enrichment.plotter module Functions and classes for plotting enrichment job outputs. e.g. basic Sensitivity v 1-Specificity plots, etc.The modified residue will have all the same properties as the standard one (hydophobicity, charge, etc.) but its long code (ie, its PDB residue name) will differ, and if a tuple of (string, string) is provided, both its long code and short code will differ. :param variants: list of (`ResidueType`, list of string or (string,string)) :returns: a ...Nov 10, 2022 · Introduction. ¶. At the highest level, the Schrödinger Python API provides a base molecular structure class and allows for programmatic interaction with Maestro and Schrödinger computational products. You can use it to automate workflows and extend our software’s core functionality.Feb 13, 2023 · schrodinger.utils.ligfilter module. ¶. Support module for Ligfilter applications, including parsing functions, filtering criteria, constants, and setting up of the default composite SMARTS patterns. The basic idea is to provide a set of criteria for filtering structures based on properties, function evaluation, or collections of …Using the Schrödinger Python API ¶. This document can be accessed from the Schrödinger website at www.schrodinger.com/pythonapi. Contents ¶. …

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If you’re looking to integrate Google services into your website or application, you’ll need a Google API key. An API key is a unique identifier that allows you to access and use v...Feb 13, 2023 · schrodinger.rdkit.filtering.keep_top_n(products, nkeep, nsample, prop, reverse=False) ¶. A generator that yields only the best nkeep molecules out of the first nsample molecules in products, compared by prop. By default, the highest values of prop are kept; when reverse is true, the lowest values are kept instead. Atom objects are accessed from the list-like schrodinger.structure.Structure.atom attribute. Each atom is an instance of the _StructureAtom class. See the “Properties” section of the schrodinger.structure._StructureAtom documentation for a list of available attributes (implemented again as python properties). For example, the atomic number ... In today’s fast-paced digital landscape, businesses are constantly looking for ways to streamline their processes and improve efficiency. One tool that has become increasingly popu... schrodinger.application.jaguar.input module. ¶. Functions and classes for reading and creating Jaguar input files. It allows setting and querying of keyword values in Jaguar input &gen sections and also provides an interface to some of the mmjag library. The JaguarInput class also provides for the running of jobs. May 18, 2021 · def version_compatible (minimum, maximum): """ Check that the version is between minimum and maximum values. NOTE: Deprecated in favor of get_mmshare_version() If the current Schrodinger python version is less than the minimum, an Exception will be raised. If the current version is greater than the …

In today’s fast-paced digital landscape, businesses are constantly looking for ways to streamline their processes and improve efficiency. One tool that has become increasingly popu... After activating the virtual environment, importing schrodinger modules should work with a bare python command. For example, python -c 'import schrodinger.structure; print schrodinger.structure.__file__' should tell you where the schrodinger.structure module is installed. In the virtual environment, the pip utility is also provided, and can be ... If SCHRODINGER_PYTHON_DEBUG is not set, returns WARNING. schrodinger.utils.log. get_logger (name: Optional [str] = None) → logging.Logger [source] ¶ A convenience function to call default_logging_config and return a logger object. schrodinger.utils.log. get_output_logger_handler → logging.Handler [source] ¶ Get the common handler used for ... Four other Python programs, input.py, input6, pbs.py, and pbs6.py, are also provided for generating Gaussian 09 or Gaussian 03 input and PBS files. …Feb 5, 2020 · The schrodinger.project module provides access to Structures in a Maestro project. Properties of the Structure entry can be accessed from the property dictionary using the mae file data name. For example, the Glide score of a docked pose may be accessed as: glide_score = st.property['r_i_glide_gscore']Python API · Design of a Highly Selective ... Schrödinger · Platform · Products · Life Science · Materials Science · Pipeline · Dow...Schrödinger wrote Jobcontrol instead of using off the shelf tools for distributed computation in order to deal with unusual requirements of our software, especially the size of the binaries required for our computations. ... and the value of SCHRODINGER/run is just that it allows the use of Schrödinger’s Python API.)schrodinger.structutils.sitealign module. ¶. Perform a pairwise superposition of multiple structures using the C-alpha atoms of selected residues. schrodinger.structutils.sitealign.get_ligand_asl(cutoff=5.0, molnum=None, fillres=True) ¶. Returns an ASL expression defining binding site atoms based on the ligand molecule …

May 11, 2022 · Learn how to read and write structure files in various formats using the schrodinger.structure._io module. This module provides functions and classes for handling molecular structures, properties, and annotations in the Schrödinger Python API 2022-2 documentation.

Modern society is built on the use of computers, and programming languages are what make any computer tick. One such language is Python. It’s a high-level, open-source and general-...Parameters: struc – The structure to create the surface for; name (str) – The name of the surface.; asl (str or NoneType) – If given, the surface will only be created for atoms in the structure that match the provided ASL.Note that only one of asl and atoms may be given. If neither are given, then the surface will be created for all atoms in the structure.Mar 25, 2565 BE ... component) nonlinear Schrodinger ... oped API frameworks to directly program ... ate Python code solving the 2D pseudospinor nonlinear Schrödinger/ ... Example 1: Setting up jobs. Example 2: Launching jobs and parsing the output. Example 3: Chaining jobs using the restart file. Example 4: Setting up a constrained geometry optimization. Example 5: Running Jaguar jobs in parallel batches. Enrichment. Calculate Enrichment from Virtual Screening. Product Specific Modules. MacroModel. class schrodinger.utils.pymol.PymolInstance(pymol_command=('pymol',)) ¶. Bases: object. Represents a remote PyMOL instance (controlled via a one-way pipe) Acts like a proxy to the cmd module, without return values on function calls (which would actually be very usefull). See also: PyMOL XMLRPC server (pymol -R)Nov 12, 2021 · The Python Module Overview included with the Schrodinger distribution gives an expository introduction to the Schrodinger Python API. ... NOTE: Deprecated in favor of get_mmshare_version() If the current Schrodinger python version is less than the minimum, an Exception will be raised. If the current …select_atom_comp (asl) ¶. Returns a list of lists. Each list element contains a list of atom indices of the corresponding component CT. get_restrain ¶ set_restrain (restrain_list) ¶ ` restrain_list’ must be a list. Each element must be a list of ` Restrain’ objects.. clear_restrainAug 8, 2020 · General Python Information; Getting Started; Upgrading from Python 2 to Python 3; Accessing Your Own Modules; Setting Up Your Code Editor; Core Concepts. Structures; Interacting with Maestro. Basic Concepts; Running Scripts from Maestro; Adding Your Script to the Maestro Scripts Menu; The Maestro …

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schrodinger.application.aacg.utils.is_aacg_ffio_struct(st_ffio) ¶. Checks whether the ‘aa2mr.py’ string is present in the ‘s_ffio_name’ property of the ffio block (if present). schrodinger.application.aacg.utils.is_aacg_cms_file(cms_file_name) ¶. Checks whether the ‘aa2mr.py’ string is present in the ‘s_ffio_name’ property of ...We may want to remove the output_dir argument and leave it to the caller to cd to the correct directory """ cmd_map = get_installation_check_commands() with ensure_logfile(): if not os.path.exists(output_dir): os.makedirs(output_dir) for output_file, cmd in cmd_map.items(): output_file = output_file + ".log" output_path = os.path.join(output ...disableDyncalc ¶. Disable the execution of _dyncalc(). This is used to avoid redundant _precalc() calculations delegated in _dyncalc(). isDynamic ¶ class schrodinger.application.desmond.packages.analysis.PlanarAngle (* args, ** kwargs) ¶. Bases: schrodinger.application.desmond.packages.staf.GeomAnalyzerBase Calculate …Python has become one of the most popular programming languages in recent years. Whether you are a beginner or an experienced developer, there are numerous online courses available...schrodinger.structutils.analyze module. ¶. Functions for analyzing Structure objects. AslLigandSearcher is a class that identifies putative ligands in a structure. Each putative found ligand is contained in a Ligand instance. There are also a number of functions for using SMARTS, ASL, and SMILES (e.g. evaluate_smarts_canvas or generate_smiles ).Package schrodinger. This is the top level package for all Schrodinger modules. The main modules of interest are schrodinger.structure and the ones in the schrodinger.structutils package.. The Python Module Overview included with the Schrodinger distribution gives an expository introduction to the Schrodinger Python API.Implementation of ProteinSequence, Sequence, and StructureSequence class. StructureSequence allows iteration over all sequences in a given protein CT, and iteration over residues of each (in sequence order). schrodinger.protein.sequence.guess_seq_type(res_names) ¶. Takes an iterable of …If you’re looking to integrate Google services into your website or application, you’ll need a Google API key. This key acts as a unique identifier that allows you to access and ut...Jobcontrol. ¶. Jobcontrol is a way to allow tasks to run asynchronously, and provides support for starting tasks on different machines. For example, you may launch a task from a laptop (running Maestro) to a compute node, so that the task runs on several cores. Jobcontrol takes care of transferring input files from your laptop to the cluster ... ….

Oct 20, 2022 · Introduction ¶. Introduction. ¶. At the highest level, the Schrödinger Python API provides a base molecular structure class and allows for programmatic interaction with Maestro and Schrödinger computational products. You can use it to automate workflows and extend our software’s core functionality.Online certification courses. Level up your skillset with hands-on, online molecular modeling courses using industry-leading technology. Enrollment in a Schrödinger Online Course includes access to Schrödinger software and support. Courses are entirely asynchronous so you can participate at your preferred pace. View all courses.Feb 13, 2023 · schrodinger.rdkit.filtering.keep_top_n(products, nkeep, nsample, prop, reverse=False) ¶. A generator that yields only the best nkeep molecules out of the first nsample molecules in products, compared by prop. By default, the highest values of prop are kept; when reverse is true, the lowest values are kept instead. schrodinger.utils.ligfilter module. ¶. Support module for Ligfilter applications, including parsing functions, filtering criteria, constants, and setting up of the default composite SMARTS patterns. The basic idea is to provide a set of criteria for filtering structures based on properties, function evaluation, or collections of SMARTS patterns. Feb 8, 2021 · Bases: schrodinger.structure._io._ReaderWriterContextManager. Provides a single iterator that reads structure from multiple files. Typical usage is idential to typical useage of the StructureReader class except that the class is instantiated with a python list of file names rather than a single file name. The schrodinger.project module provides access to Structures in a Maestro project. Properties of the Structure entry can be accessed from the property dictionary using the mae file data name. For example, the Glide score of a docked pose may be accessed as: glide_score = st.property['r_i_glide_gscore'] For small molecule FEP, specify " "SMARTS string to customize core assignment; for protein residue mutation FEP, " "'sidechain' is the only argument allowing the side chain atoms to be mapped as " "well while by default the side chains are not mapped. " "This option will be ignored if fmp file is provided as input."), Option( ["-modify-dihe ...Feb 13, 2023 · Within this document, we use the invocation setInputFile ("myscript.py") to register the current jobcontrol script as an input file, intending the script file to be saved and run as myscript.py . Other input files for the job can be added in the same way. Similarly, output files can be registered with the … Schrodinger python api, schrodinger.utils.ligfilter module. ¶. Support module for Ligfilter applications, including parsing functions, filtering criteria, constants, and setting up of the default composite SMARTS patterns. The basic idea is to provide a set of criteria for filtering structures based on properties, function evaluation, or collections of SMARTS patterns. , Introduction. ¶. At the highest level, the Schrödinger Python API provides a base molecular structure class and allows for programmatic interaction with Maestro and Schrödinger computational products. It allows you to create scripts …, You can use the same commands you would type in the Maestro Command Input Area from within Python: from schrodinger.maestro import maestro def rotate_by(by=90): maestro.command(f"rotate y={by}") The hundreds of available commands and their options are documented in the Maestro Command Reference Manual. Note. , Introduction ¶. Introduction. ¶. At the highest level, the Schrödinger Python API provides a base molecular structure class and allows for programmatic interaction with Maestro and Schrödinger computational products. You can use it to automate workflows and extend our software’s core functionality., May 11, 2022 · class PostLigPrepStage (stage. Stage): """ This stage limits the number of steroisomers, removes states penalized by Epik/Ionizer, and generates the variant codes. PRESERVE_NJOBS whether to write out as many output files as there are inputs. Useful to create the same number of subjobs for QikProp as …, You’ve probably heard the term “annual percentage yield” used a lot when it comes to credit cards, loans and mortgages. Banks or investment companies use the annual percentage yiel..., How can I use my own Python libraries with the Schrödinger ... , The schrodinger.project module provides access to Structures in a Maestro project. Properties of the Structure entry can be accessed from the property dictionary using the mae file data name. For example, the Glide score of a docked pose may be accessed as: glide_score = st.property['r_i_glide_gscore'] , Modern society is built on the use of computers, and programming languages are what make any computer tick. One such language is Python. It’s a high-level, open-source and general-..., If the current Schrodinger python version is less than the minimum, an Exception will be raised. If the current version is greater than the maximum, a warning will be issued. schrodinger. get_release_name ( ) → str [source] ¶, The Jaguar documentation explains in detail how to write a Jaguar input file and launch jobs from the command line. A simple input file for a water molecule might look like this: When a command like this is launched, Jaguar will run and generate output files with names derived from the input file by default, in this case, h2o.out and h2o.01.mae ..., Oct 20, 2022 · Introduction ¶. Introduction. ¶. At the highest level, the Schrödinger Python API provides a base molecular structure class and allows for programmatic interaction with Maestro and Schrödinger computational products. You can use it to automate workflows and extend our software’s core functionality., Introduction. ¶. At the highest level, the Schrödinger Python API provides a base molecular structure class and allows for programmatic interaction with Maestro and Schrödinger computational products. You can use it to automate workflows and extend our software’s core functionality. , We may want to remove the output_dir argument and leave it to the caller to cd to the correct directory """ cmd_map = get_installation_check_commands() with ensure_logfile(): if not os.path.exists(output_dir): os.makedirs(output_dir) for output_file, cmd in cmd_map.items(): output_file = output_file + ".log" output_path = os.path.join(output ..., Jul 30, 2021 · Example 1: Setting up jobs. Example 2: Launching jobs and parsing the output. Example 3: Chaining jobs using the restart file. Example 4: Setting up a constrained geometry optimization. Example 5: Running Jaguar jobs in parallel batches. Enrichment. Calculate Enrichment from Virtual Screening. Product …, schrodinger.application.msv.seqio. valid_uniprot_id (uniprot_id: str) → bool [source] ¶ UniProt ID must be 6 characters or 10 characters starting with a letter. Returns. Whether the ID appears to be a valid UniProt ID. schrodinger.application.msv.seqio. valid_swiss_prot_name (swiss_prot_name: str) → bool [source] ¶ , May 6, 2020 · schrodinger.structure module. ¶. A context manager to enable manual update mode to update the structure by calling update only once before exiting , and then restores the original manual update state. These represent varying bond types, which are independent from bond orders., The schrodinger.structure.StructureReader class creates Structure objects from molecular data stored in a number of standard file formats. Supported file types are Maestro, MDL SD, PDB, and Sybyl Mol2. Because these files may contain multiple molecules, the StructureReader is an iterator, and molecule files are presented as a sequence of ..., Chatbot APIs are becoming increasingly popular as businesses look for ways to improve customer service and automate processes. Chatbot APIs allow businesses to create conversationa..., Python API; Webinar. Design of a Highly Selective, Allosteric, Picomolar TYK2 Inhibitor in Clinical Development. Case Study. Hit to development candidate in 10 months: Rapid discovery of a novel, potent MALT1 inhibitor. ... Schrödinger Release 2024-1: Materials Coarse-Grain, Schrödinger, ..., Using the Schrödinger Python API ¶. This document can be accessed from the Schrödinger website at www.schrodinger.com/pythonapi. The full API …, Example 1: Setting up jobs. Example 2: Launching jobs and parsing the output. Example 3: Chaining jobs using the restart file. Example 4: Setting up a constrained geometry optimization. Example 5: Running Jaguar jobs in parallel batches. Enrichment. Calculate Enrichment from Virtual Screening. Product Specific Modules. MacroModel. , Feb 5, 2020 · The Scripting with Python tutorial is part of the General documentation and can be accessed from within Maestro’s Help facility from the Manuals Index. Setting regenerate_markers to True (default) will force Maestro to update markers for distances, labels, etc. and to apply any changes to the Workspace structure., Integer indexes for the atoms to transform. If the list is not specified then all atoms in the structure are transformed. If the list is empty, none of the atoms are transformed. schrodinger.structutils.transform.get_centroid(st, atom_list=None) ¶. Returns the structure’s centroid as a 4-element numpy array:, Atom objects are accessed from the list-like schrodinger.structure.Structure.atom attribute. Each atom is an instance of the _StructureAtom class. See the “Properties” section of the schrodinger.structure._StructureAtom documentation for a list of available attributes (implemented again as python properties). For example, the atomic number ... , You can use the same commands you would type in the Maestro Command Input Area from within Python: from schrodinger.maestro import maestro def rotate_by(by=90): maestro.command(f"rotate y={by}") The hundreds of available commands and their options are documented in the Maestro Command Reference Manual. Note. , The two most important concepts are the Project Table and the Workspace. A Maestro project is a collection of Structure objects and associated data, and the Project Table is the way in which this data is viewed and modified. The Project Table contains zero or more rows. Each row is referred to as an entry and consists of a Structure object (a ..., schrodinger.application.scisol.packages package¶ ... Navigation. index; modules |; Schrödinger Python API 2022-2 documentation», May 10, 2564 BE ... The PyMOLWiki – which is maintained by the community and by Schrödinger ... Concepts | Settings | Selections | Commands | A.P.I. | Launching | ..., schrodinger.application.msv.seqio. valid_uniprot_id (uniprot_id: str) → bool [source] ¶ UniProt ID must be 6 characters or 10 characters starting with a letter. Returns. Whether the ID appears to be a valid UniProt ID. schrodinger.application.msv.seqio. valid_swiss_prot_name (swiss_prot_name: str) → bool [source] ¶ , Python API; Webinar. Design of a Highly Selective, Allosteric, Picomolar TYK2 Inhibitor in Clinical Development. Case Study. Hit to development candidate in 10 months: Rapid discovery of a novel, potent MALT1 inhibitor. ... Schrödinger Release 2024-1: Materials Coarse-Grain, Schrödinger, ..., This module provides the APIs behind the Ligand Designer panel and workflow. It combines binding site Phase hypothesis generation with R-group enumeration and Glide grid generation and docking. The docking uses a Glide HTTP server for speed. class schrodinger.application.glide.ligand_designer.State ¶. Bases: enum.Enum. , Feb 7, 2019 · The schrodinger.project module provides access to Structures in a Maestro project. Properties of the Structure entry can be accessed from the property dictionary using the mae file data name. For example, the Glide score of a docked pose may be accessed as: glide_score = st.property['r_i_glide_gscore']