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author | Munyoki Kilyungi | 2022-10-12 15:50:33 +0300 |
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committer | BonfaceKilz | 2022-11-02 17:36:22 +0300 |
commit | 6e58cb5ffe3b145aa6ba9b7a54672e7a7f18a0b7 (patch) | |
tree | 0a7d5d2bbd5774b91188cf90f3c58c9be1d77c31 /gn3/db/rdf.py | |
parent | 2e85b5c7c4be181182f263fcb644abd173be83c1 (diff) | |
download | genenetwork3-6e58cb5ffe3b145aa6ba9b7a54672e7a7f18a0b7.tar.gz |
Re-implement RDF related code to use monads in its own module
* gn3/api/general.py: Replace gn3.db.datasets import with gn3.db.rdf.
(dataset_metadata) <jsonify>: Replace datasets.dataset_metadata with
rdf.get_dataset_metadata.
* gn3/db/datasets.py: Remove unused imports.
(sparql_query, dataset_metadata): Delete.
* gn3/db/rdf.py: (sparql_query, get_dataset_metadata): New functions.
Diffstat (limited to 'gn3/db/rdf.py')
-rw-r--r-- | gn3/db/rdf.py | 131 |
1 files changed, 131 insertions, 0 deletions
diff --git a/gn3/db/rdf.py b/gn3/db/rdf.py new file mode 100644 index 0000000..f1312e3 --- /dev/null +++ b/gn3/db/rdf.py @@ -0,0 +1,131 @@ +"""RDF utilities + +This module is a collection of functions that handle SPARQL queries. + +""" +import re +from typing import Tuple +from string import Template +from SPARQLWrapper import JSON, SPARQLWrapper +from pymonad.maybe import Just +from gn3.monads import MonadicDict +from gn3.settings import SPARQL_ENDPOINT + + +def sparql_query(query: str) -> Tuple[MonadicDict, ...]: + """Run a SPARQL query and return the bound variables.""" + sparql = SPARQLWrapper(SPARQL_ENDPOINT) + sparql.setQuery(query) + sparql.setReturnFormat(JSON) + results = sparql.queryAndConvert() + if _r := results["results"]["bindings"]: # type: ignore + return (*(MonadicDict(bindings) for bindings in _r),) # type: ignore + return (MonadicDict(),) + + +def get_dataset_metadata(accession_id: str) -> MonadicDict: + """Return info about dataset with ACCESSION_ID.""" + # Check accession_id to protect against query injection. + # TODO: This function doesn't yet return the names of the actual dataset + # files. + pattern = re.compile(r"GN\d+", re.ASCII) + if not pattern.fullmatch(accession_id): + return MonadicDict() + # KLUDGE: We split the SPARQL query because virtuoso is very slow on a + # single large query. + queries = [ + """ +PREFIX gn: <http://genenetwork.org/> +SELECT ?name ?dataset_group ?status ?title ?geo_series +WHERE { + ?dataset gn:accessionId "$accession_id" ; + rdf:type gn:dataset . + OPTIONAL { ?dataset gn:name ?name } . + OPTIONAL { ?dataset gn:datasetGroup ?dataset_group } . + # FIXME: gn:datasetStatus should not be optional. But, some records don't + # have it. + OPTIONAL { ?dataset gn:datasetStatus ?status } . + OPTIONAL { ?dataset gn:title ?title } . + OPTIONAL { ?dataset gn:geoSeries ?geo_series } . +} +""", + """ +PREFIX gn: <http://genenetwork.org/> +SELECT ?platform_name ?normalization_name ?species_name ?inbred_set_name ?tissue_name +WHERE { + ?dataset gn:accessionId "$accession_id" ; + rdf:type gn:dataset ; + gn:normalization / gn:name ?normalization_name ; + gn:datasetOfSpecies / gn:menuName ?species_name ; + gn:datasetOfInbredSet / gn:name ?inbred_set_name . + OPTIONAL { ?dataset gn:datasetOfTissue / gn:name ?tissue_name } . + OPTIONAL { ?dataset gn:datasetOfPlatform / gn:name ?platform_name } . +} +""", + """ +PREFIX gn: <http://genenetwork.org/> +SELECT ?specifics ?summary ?about_cases ?about_tissue ?about_platform + ?about_data_processing ?notes ?experiment_design ?contributors + ?citation ?acknowledgment +WHERE { + ?dataset gn:accessionId "$accession_id" ; + rdf:type gn:dataset . + OPTIONAL { ?dataset gn:specifics ?specifics . } + OPTIONAL { ?dataset gn:summary ?summary . } + OPTIONAL { ?dataset gn:aboutCases ?about_cases . } + OPTIONAL { ?dataset gn:aboutTissue ?about_tissue . } + OPTIONAL { ?dataset gn:aboutPlatform ?about_platform . } + OPTIONAL { ?dataset gn:aboutDataProcessing ?about_data_processing . } + OPTIONAL { ?dataset gn:notes ?notes . } + OPTIONAL { ?dataset gn:experimentDesign ?experiment_design . } + OPTIONAL { ?dataset gn:contributors ?contributors . } + OPTIONAL { ?dataset gn:citation ?citation . } + OPTIONAL { ?dataset gn:acknowledgment ?acknowledgment . } +} +""", + ] + result: MonadicDict = MonadicDict( + { + "accession_id": accession_id, + } + ) + query_result: MonadicDict = MonadicDict() + for query in queries: + if not ( + # Expecting only one result + sparql_result := sparql_query( + Template(query).substitute(accession_id=accession_id) + )[0] + ): + return MonadicDict() + query_result |= sparql_result + for key, value in query_result.items(): + result[key] = value.bind(lambda x: Just(x["value"])) + + investigator_query_result = sparql_query( + Template( + """ +PREFIX gn: <http://genenetwork.org/> +SELECT ?name ?address ?city ?state ?zip ?phone ?email ?country ?homepage +WHERE { + ?dataset gn:accessionId "$accession_id" ; + rdf:type gn:dataset ; + gn:datasetOfInvestigator ?investigator . + OPTIONAL { ?investigator foaf:name ?name . } + OPTIONAL { ?investigator gn:address ?address . } + OPTIONAL { ?investigator gn:city ?city . } + OPTIONAL { ?investigator gn:state ?state . } + OPTIONAL { ?investigator gn:zipCode ?zip . } + OPTIONAL { ?investigator foaf:phone ?phone . } + OPTIONAL { ?investigator foaf:mbox ?email . } + OPTIONAL { ?investigator gn:country ?country . } + OPTIONAL { ?investigator foaf:homepage ?homepage . } +} + """ + ).substitute(accession_id=accession_id) + )[0] + result["investigators"] = Just({ + key: value.bind(lambda a: a["value"]) + for key, value in investigator_query_result.items() + }) + return result |