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BioClients BioClients logo

Python package for access to online biomedical resources, usually via REST APIs. Modules generally include Client.py for command-line use and Utils.py for integration into other code. With the advent of HTTP web services, first SOAP/XML and then mostly REST/JSON, many online APIs require very similar methods for data search, requests and transforms into usable formats, often CSV/TSV.

Availability and installation

Source at https://github.com/jeremyjyang/BioClients; releases available via pypi.org: https://pypi.org/project/BioClients/ (pip3 install BioClients).

However, current development snapshot recommended.

(First download or clone.)

$ cd BioClients
$ python3 setup.py install

Dependencies

  • Python 3.6+
  • Python packages: pandas, requests, urllib, json, xml, etc.

Modules

AMP-T2DBioGridBRENDAChem2Bio2RDFChEMBLDisease OntologyDisGeNetDNormDrugCentralEnsEMBLFDAGene OntologyGWAS CatalogHUGOHumanBaseiCiteIDGJensenLabLINCSMaayanLabMeSHMONARCHOMIMOpen TargetsPantherPDBPubChemPubMedPubTatorReactomeRXNormSTRINGDBTCGATIN-XUMLSUniProt

Usage

$ python3 -m BioClients.pubchem.Client -h

Data structures and formats, XML, JSON, and CSV/TSV

BioClients is designed to be simple and practical, and XML, JSON and CSV/TSV are likewise simple in many respects, yet a great deal of conceptual and technological progress is reflected. XML and JSON can represent arbitrarily complex data objects, comprised of nested lists, dictionaries, and trees of primary types. CSV/TSV represents tables of rows and columns, the relational db view, flattened as needed for many applications (e.g. ML) but related by common keys. Transforming REST JSON results to CSV/TSV, as these clients generally do, projects data structures to tables useful for many applications.

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Release history Release notifications | RSS feed

0.2.35

2 files

0.2.34

2 files

0.2.33

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0.2.30

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0.2.20

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0.2.19

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0.2.18

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0.2.16

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0.2.15

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0.2.11

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0.2.10

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0.2.9

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0.2.8

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0.2.7

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0.2.3

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0.2.0

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0.1.8

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0.1.7

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0.1.6

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0.1.4

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0.1.3

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0.1.1

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0.1.0

3 files

0.0.9

2 files

0.0.8

3 files

0.0.7

2 files

0.0.6

2 files

This release

0.0.5 This release

2 files

0.0.4

3 files

0.0.3

2 files

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