module OpenTox module Import class Enanomapper include OpenTox def self.mirror dir="." #get list of bundle URIs bundles = JSON.parse(RestClientWrapper.get('https://data.enanomapper.net/bundle?media=application%2Fjson'))["dataset"] File.open(File.join(dir,"bundles.json"),"w+"){|f| f.puts JSON.pretty_generate(bundles)} bundles.each do |bundle| $logger.debug bundle["title"] nanoparticles = JSON.parse(RestClientWrapper.get(bundle["dataset"]+"?media=application%2Fjson"))["dataEntry"] $logger.debug nanoparticles.size nanoparticles.each do |nanoparticle| uuid = nanoparticle["values"]["https://data.enanomapper.net/identifier/uuid"] $logger.debug uuid File.open(File.join(dir,"nanoparticle-#{uuid}.json"),"w+"){|f| f.puts JSON.pretty_generate(nanoparticle)} studies = JSON.parse(RestClientWrapper.get(File.join(nanoparticle["compound"]["URI"],"study")))["study"] $logger.debug uuid if studies.size < 1 studies.each do |study| File.open(File.join(dir,"study-#{study["uuid"]}.json"),"w+"){|f| f.puts JSON.pretty_generate(study)} end end end end def self.import dir="." start_time = Time.now t1 = 0 t2 = 0 datasets = {} JSON.parse(File.read(File.join(dir,"bundles.json"))).each do |bundle| datasets[bundle["URI"]] = Dataset.find_or_create_by(:source => bundle["URI"],:name => bundle["title"]) end Dir[File.join(dir,"study*.json")].each do |s| t = Time.now study = JSON.parse(File.read(s)) np = JSON.parse(File.read(File.join(dir,"nanoparticle-#{study['owner']['substance']['uuid']}.json"))) core = {} coating = [] np["composition"].each do |c| if c["relation"] == "HAS_CORE" core = { :uri => c["component"]["compound"]["URI"], :name => c["component"]["values"]["https://data.enanomapper.net/feature/http%3A%2F%2Fwww.opentox.org%2Fapi%2F1.1%23ChemicalNameDefault"] } elsif c["relation"] == "HAS_COATING" coating << { :uri => c["component"]["compound"]["URI"], :name => c["component"]["values"]["https://data.enanomapper.net/feature/http%3A%2F%2Fwww.opentox.org%2Fapi%2F1.1%23ChemicalNameDefault"] } end end if np["composition"] nanoparticle = Nanoparticle.find_or_create_by( :name => np["values"]["https://data.enanomapper.net/identifier/name"], :source => np["compound"]["URI"], :core => core, :coating => coating ) np["bundles"].keys.each do |bundle_uri| nanoparticle.dataset_ids << datasets[bundle_uri].id end dataset = datasets[np["bundles"].keys.first] proteomics_features = {} category = study["protocol"]["topcategory"] source = study["protocol"]["category"]["term"] study["effects"].each do |effect| effect["result"]["textValue"] ? klass = NominalFeature : klass = NumericFeature effect["conditions"].delete_if { |k, v| v.nil? } if study["protocol"]["category"]["title"].match(/Proteomics/) and effect["result"]["textValue"] and effect["result"]["textValue"].length > 50 # parse proteomics data JSON.parse(effect["result"]["textValue"]).each do |identifier, value| # time critical step proteomics_features[identifier] ||= NumericFeature.find_or_create_by(:name => identifier, :category => "Proteomics", :unit => "Spectral counts", :source => source,:measured => true) nanoparticle.parse_ambit_value proteomics_features[identifier], value, dataset end else name = effect["endpoint"] unit = effect["result"]["unit"] warnings = [] case name when "Log2 transformed" # use a sensible name name = "log2(Net cell association)" warnings = ["Original name was 'Log2 transformed'"] unit = "log2(mL/ug(Mg))" when "Total protein (BCA assay)" category = "P-CHEM" warnings = ["Category changed from TOX to P-CHEM"] end feature = klass.find_or_create_by( :name => name, :unit => unit, :category => category, :conditions => effect["conditions"], :source => study["protocol"]["category"]["term"], :measured => true, :warnings => warnings ) nanoparticle.parse_ambit_value feature, effect["result"], dataset end end nanoparticle.save end datasets.each { |u,d| d.save } end =begin def self.import_ld # defunct, AMBIT JSON_LD does not have substance entries #get list of bundle URIs bundles = JSON.parse(RestClientWrapper.get('https://data.enanomapper.net/bundle?media=application%2Fjson'))["dataset"] datasets = [] bundles.each do |bundle| uri = bundle["URI"] study = JSON.parse(`curl -H 'Accept:application/ld+json' '#{uri}/substance'`) study["@graph"].each do |i| puts i.to_yaml if i.keys.include? "sio:has-value" end end datasets.collect{|d| d.id} end =end end end end