Serveur sur les données et bibliothèques médicales au Maghreb (version finale)

Attention, ce site est en cours de développement !
Attention, site généré par des moyens informatiques à partir de corpus bruts.
Les informations ne sont donc pas validées.

COSMOS: Python library for massively parallel workflows

Identifieur interne : 000245 ( Main/Exploration ); précédent : 000244; suivant : 000246

COSMOS: Python library for massively parallel workflows

Auteurs : Erik Gafni [États-Unis] ; Lovelace J. Luquette [États-Unis] ; Alex K. Lancaster [États-Unis] ; Jared B. Hawkins [États-Unis] ; Jae-Yoon Jung [États-Unis] ; Yassine Souilmi [États-Unis, Maroc] ; Dennis P. Wall [États-Unis] ; Peter J. Tonellato [États-Unis]

Source :

RBID : PMC:4184253

Descripteurs français

English descriptors

Abstract

Summary: Efficient workflows to shepherd clinically generated genomic data through the multiple stages of a next-generation sequencing pipeline are of critical importance in translational biomedical science. Here we present COSMOS, a Python library for workflow management that allows formal description of pipelines and partitioning of jobs. In addition, it includes a user interface for tracking the progress of jobs, abstraction of the queuing system and fine-grained control over the workflow. Workflows can be created on traditional computing clusters as well as cloud-based services.

Availability and implementation: Source code is available for academic non-commercial research purposes. Links to code and documentation are provided at http://lpm.hms.harvard.edu and http://wall-lab.stanford.edu.

Contact:dpwall@stanford.edu or peter_tonellato@hms.harvard.edu.

Supplementary information: Supplementary data are available at Bioinformatics online.


Url:
DOI: 10.1093/bioinformatics/btu385
PubMed: 24982428
PubMed Central: 4184253


Affiliations:


Links toward previous steps (curation, corpus...)


Le document en format XML

<record>
<TEI>
<teiHeader>
<fileDesc>
<titleStmt>
<title xml:lang="en">COSMOS: Python library for massively parallel workflows</title>
<author>
<name sortKey="Gafni, Erik" sort="Gafni, Erik" uniqKey="Gafni E" first="Erik" last="Gafni">Erik Gafni</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
</author>
<author>
<name sortKey="Luquette, Lovelace J" sort="Luquette, Lovelace J" uniqKey="Luquette L" first="Lovelace J." last="Luquette">Lovelace J. Luquette</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
</author>
<author>
<name sortKey="Lancaster, Alex K" sort="Lancaster, Alex K" uniqKey="Lancaster A" first="Alex K." last="Lancaster">Alex K. Lancaster</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff wicri:cut=" and" id="btu385-AFF1">Department of Pathology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Pathology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Hawkins, Jared B" sort="Hawkins, Jared B" uniqKey="Hawkins J" first="Jared B." last="Hawkins">Jared B. Hawkins</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
</author>
<author>
<name sortKey="Jung, Jae Yoon" sort="Jung, Jae Yoon" uniqKey="Jung J" first="Jae-Yoon" last="Jung">Jae-Yoon Jung</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
</author>
<author>
<name sortKey="Souilmi, Yassine" sort="Souilmi, Yassine" uniqKey="Souilmi Y" first="Yassine" last="Souilmi">Yassine Souilmi</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="btu385-AFF1">Department of Biology, Mohammed V University-Agal, 4 Ibn Battouta Avenue, Rabat B.P:1014RP, Morocco</nlm:aff>
<country xml:lang="fr">Maroc</country>
<wicri:regionArea>Department of Biology, Mohammed V University-Agal, 4 Ibn Battouta Avenue, Rabat B.P:1014RP</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Wall, Dennis P" sort="Wall, Dennis P" uniqKey="Wall D" first="Dennis P." last="Wall">Dennis P. Wall</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff wicri:cut=" and" id="btu385-AFF1">Department of Pathology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Pathology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Tonellato, Peter J" sort="Tonellato, Peter J" uniqKey="Tonellato P" first="Peter J." last="Tonellato">Peter J. Tonellato</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff wicri:cut=" and" id="btu385-AFF1">Department of Pathology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Pathology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215</wicri:regionArea>
</affiliation>
</author>
</titleStmt>
<publicationStmt>
<idno type="wicri:source">PMC</idno>
<idno type="pmid">24982428</idno>
<idno type="pmc">4184253</idno>
<idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4184253</idno>
<idno type="RBID">PMC:4184253</idno>
<idno type="doi">10.1093/bioinformatics/btu385</idno>
<date when="2014">2014</date>
<idno type="wicri:Area/Pmc/Corpus">000160</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Corpus" wicri:corpus="PMC">000160</idno>
<idno type="wicri:Area/Pmc/Curation">000160</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Curation">000160</idno>
<idno type="wicri:Area/Pmc/Checkpoint">000265</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Checkpoint">000265</idno>
<idno type="wicri:source">PubMed</idno>
<idno type="RBID">pubmed:24982428</idno>
<idno type="wicri:Area/PubMed/Corpus">000569</idno>
<idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">000569</idno>
<idno type="wicri:Area/PubMed/Curation">000566</idno>
<idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Curation">000566</idno>
<idno type="wicri:Area/PubMed/Checkpoint">000592</idno>
<idno type="wicri:explorRef" wicri:stream="Checkpoint" wicri:step="PubMed">000592</idno>
<idno type="wicri:Area/Main/Merge">000245</idno>
<idno type="wicri:Area/Main/Curation">000245</idno>
<idno type="wicri:Area/Main/Exploration">000245</idno>
</publicationStmt>
<sourceDesc>
<biblStruct>
<analytic>
<title xml:lang="en" level="a" type="main">COSMOS: Python library for massively parallel workflows</title>
<author>
<name sortKey="Gafni, Erik" sort="Gafni, Erik" uniqKey="Gafni E" first="Erik" last="Gafni">Erik Gafni</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
</author>
<author>
<name sortKey="Luquette, Lovelace J" sort="Luquette, Lovelace J" uniqKey="Luquette L" first="Lovelace J." last="Luquette">Lovelace J. Luquette</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
</author>
<author>
<name sortKey="Lancaster, Alex K" sort="Lancaster, Alex K" uniqKey="Lancaster A" first="Alex K." last="Lancaster">Alex K. Lancaster</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff wicri:cut=" and" id="btu385-AFF1">Department of Pathology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Pathology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Hawkins, Jared B" sort="Hawkins, Jared B" uniqKey="Hawkins J" first="Jared B." last="Hawkins">Jared B. Hawkins</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
</author>
<author>
<name sortKey="Jung, Jae Yoon" sort="Jung, Jae Yoon" uniqKey="Jung J" first="Jae-Yoon" last="Jung">Jae-Yoon Jung</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
</author>
<author>
<name sortKey="Souilmi, Yassine" sort="Souilmi, Yassine" uniqKey="Souilmi Y" first="Yassine" last="Souilmi">Yassine Souilmi</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="btu385-AFF1">Department of Biology, Mohammed V University-Agal, 4 Ibn Battouta Avenue, Rabat B.P:1014RP, Morocco</nlm:aff>
<country xml:lang="fr">Maroc</country>
<wicri:regionArea>Department of Biology, Mohammed V University-Agal, 4 Ibn Battouta Avenue, Rabat B.P:1014RP</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Wall, Dennis P" sort="Wall, Dennis P" uniqKey="Wall D" first="Dennis P." last="Wall">Dennis P. Wall</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff wicri:cut=" and" id="btu385-AFF1">Department of Pathology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Pathology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Tonellato, Peter J" sort="Tonellato, Peter J" uniqKey="Tonellato P" first="Peter J." last="Tonellato">Peter J. Tonellato</name>
<affiliation wicri:level="2">
<nlm:aff id="btu385-AFF1">Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston, MA 02115,</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<placeName>
<region type="state">Massachusetts</region>
</placeName>
<wicri:cityArea>Center for Biomedical Informatics, Harvard Medical School, 10 Shattuck Street, Boston</wicri:cityArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff wicri:cut=" and" id="btu385-AFF1">Department of Pathology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215, USA</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Pathology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215</wicri:regionArea>
</affiliation>
</author>
</analytic>
<series>
<title level="j">Bioinformatics</title>
<idno type="ISSN">1367-4803</idno>
<idno type="eISSN">1367-4811</idno>
<imprint>
<date when="2014">2014</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc>
<textClass>
<keywords scheme="KwdEn" xml:lang="en">
<term>Genomics (methods)</term>
<term>High-Throughput Nucleotide Sequencing (methods)</term>
<term>Programming Languages (MeSH)</term>
</keywords>
<keywords scheme="KwdFr" xml:lang="fr">
<term>Génomique (méthodes)</term>
<term>Langages de programmation (MeSH)</term>
<term>Séquençage nucléotidique à haut débit (méthodes)</term>
</keywords>
<keywords scheme="MESH" qualifier="methods" xml:lang="en">
<term>Genomics</term>
<term>High-Throughput Nucleotide Sequencing</term>
</keywords>
<keywords scheme="MESH" qualifier="méthodes" xml:lang="fr">
<term>Génomique</term>
<term>Séquençage nucléotidique à haut débit</term>
</keywords>
<keywords scheme="MESH" xml:lang="en">
<term>Programming Languages</term>
</keywords>
<keywords scheme="MESH" xml:lang="fr">
<term>Langages de programmation</term>
</keywords>
</textClass>
</profileDesc>
</teiHeader>
<front>
<div type="abstract" xml:lang="en">
<p>
<bold>Summary:</bold>
Efficient workflows to shepherd clinically generated genomic data through the multiple stages of a next-generation sequencing pipeline are of critical importance in translational biomedical science. Here we present COSMOS, a Python library for workflow management that allows formal description of pipelines and partitioning of jobs. In addition, it includes a user interface for tracking the progress of jobs, abstraction of the queuing system and fine-grained control over the workflow. Workflows can be created on traditional computing clusters as well as cloud-based services.</p>
<p>
<bold>Availability and implementation:</bold>
Source code is available for academic non-commercial research purposes. Links to code and documentation are provided at
<ext-link ext-link-type="uri" xlink:href="http://lpm.hms.harvard.edu">http://lpm.hms.harvard.edu</ext-link>
and
<ext-link ext-link-type="uri" xlink:href="http://wall-lab.stanford.edu">http://wall-lab.stanford.edu</ext-link>
.</p>
<p>
<bold>Contact:</bold>
<email>dpwall@stanford.edu</email>
or
<email>peter_tonellato@hms.harvard.edu</email>
.</p>
<p>
<bold>Supplementary information</bold>
:
<ext-link ext-link-type="uri" xlink:href="http://bioinformatics.oxfordjournals.org/lookup/suppl/doi:10.1093/bioinformatics/btu385/-/DC1">Supplementary data</ext-link>
are available at
<italic>Bioinformatics</italic>
online.</p>
</div>
</front>
<back>
<div1 type="bibliography">
<listBibl>
<biblStruct>
<analytic>
<author>
<name sortKey="Dean, J" uniqKey="Dean J">J Dean</name>
</author>
<author>
<name sortKey="Ghemawat, S" uniqKey="Ghemawat S">S Ghemawat</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Deelman, E" uniqKey="Deelman E">E Deelman</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Goecks, J" uniqKey="Goecks J">J Goecks</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Goodstadt, L" uniqKey="Goodstadt L">L Goodstadt</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Koster, J" uniqKey="Koster J">J Köster</name>
</author>
<author>
<name sortKey="Rahmann, S" uniqKey="Rahmann S">S Rahmann</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Sadedin, Sp" uniqKey="Sadedin S">SP Sadedin</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Troger, P" uniqKey="Troger P">P Troger</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Wolstencroft, K" uniqKey="Wolstencroft K">K Wolstencroft</name>
</author>
</analytic>
</biblStruct>
</listBibl>
</div1>
</back>
</TEI>
<affiliations>
<list>
<country>
<li>Maroc</li>
<li>États-Unis</li>
</country>
<region>
<li>Massachusetts</li>
</region>
</list>
<tree>
<country name="États-Unis">
<region name="Massachusetts">
<name sortKey="Gafni, Erik" sort="Gafni, Erik" uniqKey="Gafni E" first="Erik" last="Gafni">Erik Gafni</name>
</region>
<name sortKey="Hawkins, Jared B" sort="Hawkins, Jared B" uniqKey="Hawkins J" first="Jared B." last="Hawkins">Jared B. Hawkins</name>
<name sortKey="Jung, Jae Yoon" sort="Jung, Jae Yoon" uniqKey="Jung J" first="Jae-Yoon" last="Jung">Jae-Yoon Jung</name>
<name sortKey="Lancaster, Alex K" sort="Lancaster, Alex K" uniqKey="Lancaster A" first="Alex K." last="Lancaster">Alex K. Lancaster</name>
<name sortKey="Lancaster, Alex K" sort="Lancaster, Alex K" uniqKey="Lancaster A" first="Alex K." last="Lancaster">Alex K. Lancaster</name>
<name sortKey="Luquette, Lovelace J" sort="Luquette, Lovelace J" uniqKey="Luquette L" first="Lovelace J." last="Luquette">Lovelace J. Luquette</name>
<name sortKey="Souilmi, Yassine" sort="Souilmi, Yassine" uniqKey="Souilmi Y" first="Yassine" last="Souilmi">Yassine Souilmi</name>
<name sortKey="Tonellato, Peter J" sort="Tonellato, Peter J" uniqKey="Tonellato P" first="Peter J." last="Tonellato">Peter J. Tonellato</name>
<name sortKey="Tonellato, Peter J" sort="Tonellato, Peter J" uniqKey="Tonellato P" first="Peter J." last="Tonellato">Peter J. Tonellato</name>
<name sortKey="Wall, Dennis P" sort="Wall, Dennis P" uniqKey="Wall D" first="Dennis P." last="Wall">Dennis P. Wall</name>
<name sortKey="Wall, Dennis P" sort="Wall, Dennis P" uniqKey="Wall D" first="Dennis P." last="Wall">Dennis P. Wall</name>
</country>
<country name="Maroc">
<noRegion>
<name sortKey="Souilmi, Yassine" sort="Souilmi, Yassine" uniqKey="Souilmi Y" first="Yassine" last="Souilmi">Yassine Souilmi</name>
</noRegion>
</country>
</tree>
</affiliations>
</record>

Pour manipuler ce document sous Unix (Dilib)

EXPLOR_STEP=$WICRI_ROOT/Wicri/Sante/explor/MaghrebDataLibMedV2/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000245 | SxmlIndent | more

Ou

HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 000245 | SxmlIndent | more

Pour mettre un lien sur cette page dans le réseau Wicri

{{Explor lien
   |wiki=    Wicri/Sante
   |area=    MaghrebDataLibMedV2
   |flux=    Main
   |étape=   Exploration
   |type=    RBID
   |clé=     PMC:4184253
   |texte=   COSMOS: Python library for massively parallel workflows
}}

Pour générer des pages wiki

HfdIndexSelect -h $EXPLOR_AREA/Data/Main/Exploration/RBID.i   -Sk "pubmed:24982428" \
       | HfdSelect -Kh $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd   \
       | NlmPubMed2Wicri -a MaghrebDataLibMedV2 

Wicri

This area was generated with Dilib version V0.6.38.
Data generation: Wed Jun 30 18:27:05 2021. Site generation: Wed Jun 30 18:34:21 2021