-- Sprint 1 ---- drop table if exists ${stats_db_name}.indi_pub_green_oa purge; create table if not exists ${stats_db_name}.indi_pub_green_oa stored as parquet as select distinct p.id, coalesce(green_oa, 0) as green_oa from ${stats_db_name}.publication p left outer join ( select p.id, 1 as green_oa from ${stats_db_name}.publication p join ${stats_db_name}.result_instance ri on ri.id = p.id join ${stats_db_name}.datasource on datasource.id = ri.hostedby where datasource.type like '%Repository%' and (ri.accessright = 'Open Access' or ri.accessright = 'Embargo' or ri.accessright = 'Open Source')) tmp on p.id= tmp.id; drop table if exists ${stats_db_name}.indi_pub_grey_lit purge; create table if not exists ${stats_db_name}.indi_pub_grey_lit stored as parquet as select distinct p.id, coalesce(grey_lit, 0) as grey_lit from ${stats_db_name}.publication p left outer join ( select p.id, 1 as grey_lit from ${stats_db_name}.publication p join ${stats_db_name}.result_classifications rt on rt.id = p.id where rt.type not in ('Article','Part of book or chapter of book','Book','Doctoral thesis','Master thesis','Data Paper', 'Thesis', 'Bachelor thesis', 'Conference object') and not exists (select 1 from ${stats_db_name}.result_classifications rc where type ='Other literature type' and rc.id=p.id)) tmp on p.id=tmp.id; drop table if exists ${stats_db_name}.indi_pub_doi_from_crossref purge; create table if not exists ${stats_db_name}.indi_pub_doi_from_crossref stored as parquet as select distinct p.id, coalesce(doi_from_crossref, 0) as doi_from_crossref from ${stats_db_name}.publication p left outer join (select ri.id, 1 as doi_from_crossref from ${stats_db_name}.result_instance ri join ${stats_db_name}.datasource d on d.id = ri.collectedfrom where pidtype='Digital Object Identifier' and d.name ='Crossref') tmp on tmp.id=p.id; -- Sprint 2 ---- drop table if exists ${stats_db_name}.indi_result_has_cc_licence purge; create table if not exists ${stats_db_name}.indi_result_has_cc_licence stored as parquet as select distinct r.id, (case when lic='' or lic is null then 0 else 1 end) as has_cc_license from ${stats_db_name}.result r left outer join (select r.id, license.type as lic from ${stats_db_name}.result r join ${stats_db_name}.result_licenses as license on license.id = r.id where lower(license.type) LIKE '%creativecommons.org%' OR lower(license.type) LIKE '%cc-%') tmp on r.id= tmp.id; drop table if exists ${stats_db_name}.indi_result_has_cc_licence_url purge; create table if not exists ${stats_db_name}.indi_result_has_cc_licence_url stored as parquet as select distinct r.id, case when lic_host='' or lic_host is null then 0 else 1 end as has_cc_license_url from ${stats_db_name}.result r left outer join (select r.id, lower(parse_url(license.type, "HOST")) as lic_host from ${stats_db_name}.result r join ${stats_db_name}.result_licenses as license on license.id = r.id WHERE lower(parse_url(license.type, "HOST")) = "creativecommons.org") tmp on r.id= tmp.id; drop table if exists ${stats_db_name}.indi_pub_has_abstract purge; create table if not exists ${stats_db_name}.indi_pub_has_abstract stored as parquet as select distinct publication.id, cast(coalesce(abstract, true) as int) has_abstract from ${stats_db_name}.publication; drop table if exists ${stats_db_name}.indi_result_with_orcid purge; create table if not exists ${stats_db_name}.indi_result_with_orcid stored as parquet as select distinct r.id, coalesce(has_orcid, 0) as has_orcid from ${stats_db_name}.result r left outer join (select id, 1 as has_orcid from ${stats_db_name}.result_orcid) tmp on r.id= tmp.id; ---- Sprint 3 ---- drop table if exists ${stats_db_name}.indi_funded_result_with_fundref purge; create table if not exists ${stats_db_name}.indi_funded_result_with_fundref stored as parquet as select distinct r.result as id, coalesce(fundref, 0) as fundref from ${stats_db_name}.project_results r left outer join (select distinct result, 1 as fundref from ${stats_db_name}.project_results where provenance='Harvested') tmp on r.result= tmp.result; -- create table indi_result_org_collab stored as parquet as -- select o1.organization org1, o2.organization org2, count(distinct o1.id) as collaborations -- from result_organization as o1 -- join result_organization as o2 on o1.id=o2.id and o1.organization!=o2.organization -- group by o1.organization, o2.organization; -- -- compute stats indi_result_org_collab; -- create TEMPORARY TABLE ${stats_db_name}.tmp AS SELECT ro.organization organization, ro.id, o.name from ${stats_db_name}.result_organization ro join ${stats_db_name}.organization o on o.id=ro.organization where o.name is not null; drop table if exists ${stats_db_name}.indi_result_org_collab purge; create table if not exists ${stats_db_name}.indi_result_org_collab stored as parquet as select o1.organization org1, o1.name org1name1, o2.organization org2, o2.name org2name2, count(o1.id) as collaborations from ${stats_db_name}.tmp as o1 join ${stats_db_name}.tmp as o2 where o1.id=o2.id and o1.organization!=o2.organization and o1.name!=o2.name group by o1.organization, o2.organization, o1.name, o2.name; drop table if exists ${stats_db_name}.tmp purge; create TEMPORARY TABLE ${stats_db_name}.tmp AS select distinct ro.organization organization, ro.id, o.name, o.country from ${stats_db_name}.result_organization ro join ${stats_db_name}.organization o on o.id=ro.organization where country <> 'UNKNOWN' and o.name is not null; drop table if exists ${stats_db_name}.indi_result_org_country_collab purge; create table if not exists ${stats_db_name}.indi_result_org_country_collab stored as parquet as select o1.organization org1,o1.name org1name1, o2.country country2, count(o1.id) as collaborations from ${stats_db_name}.tmp as o1 join ${stats_db_name}.tmp as o2 on o1.id=o2.id where o1.id=o2.id and o1.country!=o2.country group by o1.organization, o1.id, o1.name, o2.country; drop table if exists ${stats_db_name}.tmp purge; create TEMPORARY TABLE ${stats_db_name}.tmp AS select o.id organization, o.name, ro.project as project from ${stats_db_name}.organization o join ${stats_db_name}.organization_projects ro on o.id=ro.id where o.name is not null; drop table if exists ${stats_db_name}.indi_project_collab_org purge; create table if not exists ${stats_db_name}.indi_project_collab_org stored as parquet as select o1.organization org1,o1.name orgname1, o2.organization org2, o2.name orgname2, count(distinct o1.project) as collaborations from ${stats_db_name}.tmp as o1 join ${stats_db_name}.tmp as o2 on o1.project=o2.project where o1.organization<>o2.organization and o1.name<>o2.name group by o1.name,o2.name, o1.organization, o2.organization; drop table if exists ${stats_db_name}.tmp purge; create TEMPORARY TABLE ${stats_db_name}.tmp AS select o.id organization, o.name, o.country , ro.project as project from ${stats_db_name}.organization o join ${stats_db_name}.organization_projects ro on o.id=ro.id and o.country <> 'UNKNOWN' and o.name is not null; drop table if exists ${stats_db_name}.indi_project_collab_org_country purge; create table if not exists ${stats_db_name}.indi_project_collab_org_country stored as parquet as select o1.organization org1,o1.name org1name, o2.country country2, count(distinct o1.project) as collaborations from ${stats_db_name}.tmp as o1 join ${stats_db_name}.tmp as o2 on o1.project=o2.project where o1.organization<>o2.organization and o1.country<>o2.country group by o1.organization, o2.country, o1.name; drop table if exists ${stats_db_name}.tmp purge; drop table if exists ${stats_db_name}.indi_funder_country_collab purge; create table if not exists ${stats_db_name}.indi_funder_country_collab stored as parquet as with tmp as (select funder, project, country from ${stats_db_name}.organization_projects op join ${stats_db_name}.organization o on o.id=op.id join ${stats_db_name}.project p on p.id=op.project where country <> 'UNKNOWN') select f1.funder, f1.country as country1, f2.country as country2, count(distinct f1.project) as collaborations from tmp as f1 join tmp as f2 on f1.project=f2.project where f1.country<>f2.country group by f1.funder, f2.country, f1.country; create TEMPORARY TABLE ${stats_db_name}.tmp AS select distinct country, ro.id as result from ${stats_db_name}.organization o join ${stats_db_name}.result_organization ro on o.id=ro.organization where country <> 'UNKNOWN' and o.name is not null; drop table if exists ${stats_db_name}.indi_result_country_collab purge; create table if not exists ${stats_db_name}.indi_result_country_collab stored as parquet as select o1.country country1, o2.country country2, count(o1.result) as collaborations from ${stats_db_name}.tmp as o1 join ${stats_db_name}.tmp as o2 on o1.result=o2.result where o1.country<>o2.country group by o1.country, o2.country; drop table if exists ${stats_db_name}.tmp purge; ---- Sprint 4 ---- drop table if exists ${stats_db_name}.indi_pub_diamond purge; create table if not exists ${stats_db_name}.indi_pub_diamond stored as parquet as select distinct pd.id, coalesce(in_diamond_journal, 0) as in_diamond_journal from ${stats_db_name}.publication_datasources pd left outer join ( select pd.id, 1 as in_diamond_journal from ${stats_db_name}.publication_datasources pd join ${stats_db_name}.datasource d on d.id=pd.datasource join STATS_EXT.plan_s_jn ps where (ps.issn_print=d.issn_printed and ps.issn_online=d.issn_online) and (ps.journal_is_in_doaj=true or ps.journal_is_oa=true) and ps.has_apc=false) tmp on pd.id=tmp.id; drop table if exists ${stats_db_name}.indi_pub_in_transformative purge; create table if not exists ${stats_db_name}.indi_pub_in_transformative stored as parquet as select distinct pd.id, coalesce(is_transformative, 0) as is_transformative from ${stats_db_name}.publication pd left outer join ( select pd.id, 1 as is_transformative from ${stats_db_name}.publication_datasources pd join ${stats_db_name}.datasource d on d.id=pd.datasource join STATS_EXT.plan_s_jn ps where (ps.issn_print=d.issn_printed and ps.issn_online=d.issn_online) and ps.is_transformative_journal=true) tmp on pd.id=tmp.id; drop table if exists ${stats_db_name}.indi_pub_closed_other_open purge; create table if not exists ${stats_db_name}.indi_pub_closed_other_open stored as parquet as select distinct ri.id, coalesce(pub_closed_other_open, 0) as pub_closed_other_open from ${stats_db_name}.result_instance ri left outer join (select ri.id, 1 as pub_closed_other_open from ${stats_db_name}.result_instance ri join ${stats_db_name}.publication p on p.id=ri.id join ${stats_db_name}.datasource d on ri.hostedby=d.id where d.type like '%Journal%' and ri.accessright='Closed Access' and (p.bestlicence='Open Access' or p.bestlicence='Open Source')) tmp on tmp.id=ri.id; ---- Sprint 5 ---- drop table if exists ${stats_db_name}.indi_result_no_of_copies purge; create table if not exists ${stats_db_name}.indi_result_no_of_copies stored as parquet as select id, count(id) as number_of_copies from ${stats_db_name}.result_instance group by id; ---- Sprint 6 ---- drop table if exists ${stats_db_name}.indi_pub_downloads purge; create table if not exists ${stats_db_name}.indi_pub_downloads stored as parquet as SELECT result_id, sum(downloads) no_downloads from openaire_prod_usage_stats.usage_stats join ${stats_db_name}.publication on result_id=id where downloads>0 GROUP BY result_id order by no_downloads desc; --ANALYZE TABLE ${stats_db_name}.indi_pub_downloads COMPUTE STATISTICS; drop table if exists ${stats_db_name}.indi_pub_downloads_datasource purge; create table if not exists ${stats_db_name}.indi_pub_downloads_datasource stored as parquet as SELECT result_id, repository_id, sum(downloads) no_downloads from openaire_prod_usage_stats.usage_stats join ${stats_db_name}.publication on result_id=id where downloads>0 GROUP BY result_id, repository_id order by result_id; drop table if exists ${stats_db_name}.indi_pub_downloads_year purge; create table if not exists ${stats_db_name}.indi_pub_downloads_year stored as parquet as SELECT result_id, cast(substring(us.`date`, 1,4) as int) as `year`, sum(downloads) no_downloads from openaire_prod_usage_stats.usage_stats us join ${stats_db_name}.publication on result_id=id where downloads>0 GROUP BY result_id, substring(us.`date`, 1,4); drop table if exists ${stats_db_name}.indi_pub_downloads_datasource_year purge; create table if not exists ${stats_db_name}.indi_pub_downloads_datasource_year stored as parquet as SELECT result_id, cast(substring(us.`date`, 1,4) as int) as `year`, repository_id, sum(downloads) no_downloads from openaire_prod_usage_stats.usage_stats us join ${stats_db_name}.publication on result_id=id where downloads>0 GROUP BY result_id, repository_id, substring(us.`date`, 1,4); ---- Sprint 7 ---- drop table if exists ${stats_db_name}.indi_pub_gold_oa purge; --create table if not exists ${stats_db_name}.indi_pub_gold_oa stored as parquet as -- WITH gold_oa AS ( SELECT -- issn_l, -- journal_is_in_doaj, -- journal_is_oa, -- issn_1 as issn -- FROM -- STATS_EXT.oa_journals -- WHERE -- issn_1 != "" -- UNION -- ALL SELECT -- issn_l, -- journal_is_in_doaj, -- journal_is_oa, -- issn_2 as issn -- FROM -- STATS_EXT.oa_journals -- WHERE -- issn_2 != "" ), issn AS ( SELECT -- * -- FROM --( SELECT -- id, -- issn_printed as issn -- FROM -- ${stats_db_name}.datasource -- WHERE -- issn_printed IS NOT NULL -- UNION ALL -- SELECT -- id, -- issn_online as issn -- FROM -- ${stats_db_name}.datasource -- WHERE -- issn_online IS NOT NULL or id like '%doajarticles%') as issn -- WHERE -- LENGTH(issn) > 7) --SELECT -- DISTINCT pd.id, coalesce(is_gold, 0) as is_gold --FROM -- ${stats_db_name}.publication_datasources pd -- left outer join( -- select pd.id, 1 as is_gold FROM ${stats_db_name}.publication_datasources pd -- JOIN issn on issn.id=pd.datasource -- JOIN gold_oa on issn.issn = gold_oa.issn) tmp -- on pd.id=tmp.id; create table if not exists ${stats_db_name}.indi_pub_gold_oa stored as parquet as with gold_oa as ( SELECT issn,issn_l from stats_ext.issn_gold_oa_dataset_v5), issn AS (SELECT * FROM (SELECT id,issn_printed as issn FROM ${stats_db_name}.datasource WHERE issn_printed IS NOT NULL UNION ALL SELECT id, issn_online as issn FROM ${stats_db_name}.datasource WHERE issn_online IS NOT NULL or id like '%doajarticles%') as issn WHERE LENGTH(issn) > 7), alljournals AS(select issn, issn_l from stats_ext.alljournals where journal_is_in_doaj=true or journal_is_oa=true) SELECT DISTINCT pd.id, coalesce(is_gold, 0) as is_gold FROM ${stats_db_name}.publication_datasources pd left outer join ( select pd.id, 1 as is_gold FROM ${stats_db_name}.publication_datasources pd JOIN issn on issn.id=pd.datasource JOIN gold_oa on issn.issn = gold_oa.issn join alljournals on issn.issn=alljournals.issn left outer join ${stats_db_name}.result_instance ri on ri.id=pd.id and ri.accessright!='Closed Access' and ri.accessright_uw='gold') tmp on pd.id=tmp.id; drop table if exists ${stats_db_name}.indi_pub_hybrid_oa_with_cc purge; create table if not exists ${stats_db_name}.indi_pub_hybrid_oa_with_cc stored as parquet as WITH hybrid_oa AS ( SELECT issn_l, journal_is_in_doaj, journal_is_oa, issn_print as issn FROM STATS_EXT.plan_s_jn WHERE issn_print != "" UNION ALL SELECT issn_l, journal_is_in_doaj, journal_is_oa, issn_online as issn FROM STATS_EXT.plan_s_jn WHERE issn_online != "" and (journal_is_in_doaj = FALSE OR journal_is_oa = FALSE)), issn AS ( SELECT * FROM ( SELECT id, issn_printed as issn FROM ${stats_db_name}.datasource WHERE issn_printed IS NOT NULL UNION ALL SELECT id,issn_online as issn FROM ${stats_db_name}.datasource WHERE issn_online IS NOT NULL ) as issn WHERE LENGTH(issn) > 7) SELECT DISTINCT pd.id, coalesce(is_hybrid_oa, 0) as is_hybrid_oa FROM ${stats_db_name}.publication_datasources pd LEFT OUTER JOIN ( SELECT pd.id, 1 as is_hybrid_oa from ${stats_db_name}.publication_datasources pd JOIN ${stats_db_name}.datasource d on d.id=pd.datasource JOIN issn on issn.id=pd.datasource JOIN hybrid_oa ON issn.issn = hybrid_oa.issn JOIN ${stats_db_name}.indi_result_has_cc_licence cc on pd.id=cc.id JOIN ${stats_db_name}.indi_pub_gold_oa ga on pd.id=ga.id where cc.has_cc_license=1 and ga.is_gold=0) tmp on pd.id=tmp.id; drop table if exists ${stats_db_name}.indi_pub_hybrid purge; --create table if not exists ${stats_db_name}.indi_pub_hybrid stored as parquet as -- WITH gold_oa AS ( SELECT -- issn_l, -- journal_is_in_doaj, -- journal_is_oa, -- issn_1 as issn, -- has_apc -- FROM -- STATS_EXT.oa_journals -- WHERE -- issn_1 != "" -- UNION -- ALL SELECT -- issn_l, -- journal_is_in_doaj, -- journal_is_oa, -- issn_2 as issn, -- has_apc -- FROM -- STATS_EXT.oa_journals -- WHERE -- issn_2 != "" ), issn AS ( SELECT -- * -- FROM --( SELECT -- id, -- issn_printed as issn -- FROM -- ${stats_db_name}.datasource -- WHERE -- issn_printed IS NOT NULL -- UNION ALL -- SELECT -- id, -- issn_online as issn -- FROM -- ${stats_db_name}.datasource -- WHERE -- issn_online IS NOT NULL or id like '%doajarticles%') as issn -- WHERE -- LENGTH(issn) > 7) --select distinct pd.id, coalesce(is_hybrid, 0) as is_hybrid --from ${stats_db_name}.publication_datasources pd -- left outer join ( -- select pd.id, 1 as is_hybrid from ${stats_db_name}.publication_datasources pd -- join ${stats_db_name}.datasource d on d.id=pd.datasource -- join issn on issn.id=pd.datasource -- join gold_oa on issn.issn=gold_oa.issn -- where (gold_oa.journal_is_in_doaj=false or gold_oa.journal_is_oa=false))tmp -- on pd.id=tmp.id; create table if not exists ${stats_db_name}.indi_pub_hybrid stored as parquet as select distinct pd.id,coalesce(is_hybrid,0) is_hybrid from ${stats_db_name}.publication_datasources pd left outer join (select pd.id, 1 as is_hybrid from ${stats_db_name}.publication_datasources pd join ${stats_db_name}.datasource d on pd.datasource=d.id join ${stats_db_name}.result_instance ri on ri.id=pd.id join ${stats_db_name}.indi_pub_gold_oa indi_gold on indi_gold.id=pd.id join ${stats_db_name}.result_accessroute ra on ra.id=pd.id where d.type like '%Journal%' and ri.accessright!='Closed Access' and (ri.accessright_uw!='gold' or indi_gold.is_gold=0) and (ra.accessroute='hybrid' or ri.license is not null)) tmp on pd.id=tmp.id; drop table if exists ${stats_db_name}.indi_org_fairness purge; create table if not exists ${stats_db_name}.indi_org_fairness stored as parquet as --return results with PIDs, and rich metadata group by organization with result_fair as (select ro.organization organization, count(distinct ro.id) no_result_fair from ${stats_db_name}.result_organization ro join ${stats_db_name}.result r on r.id=ro.id --join result_pids rp on r.id=rp.id where (title is not null) and (publisher is not null) and (abstract=true) and (year is not null) and (authors>0) and cast(year as int)>2003 group by ro.organization), --return all results group by organization allresults as (select ro.organization, count(distinct ro.id) no_allresults from ${stats_db_name}.result_organization ro join ${stats_db_name}.result r on r.id=ro.id where cast(year as int)>2003 group by ro.organization) --return results_fair/all_results select allresults.organization, result_fair.no_result_fair/allresults.no_allresults org_fairness from allresults join result_fair on result_fair.organization=allresults.organization; CREATE TEMPORARY table ${stats_db_name}.result_fair as select ro.organization organization, count(distinct ro.id) no_result_fair from ${stats_db_name}.result_organization ro join ${stats_db_name}.publication p on p.id=ro.id join ${stats_db_name}.indi_pub_doi_from_crossref dc on dc.id=p.id join ${stats_db_name}.indi_pub_grey_lit gl on gl.id=p.id where (title is not null) and (publisher is not null) and (abstract=true) and (year is not null) and (authors>0) and cast(year as int)>2003 and dc.doi_from_crossref=1 and gl.grey_lit=0 group by ro.organization; CREATE TEMPORARY TABLE ${stats_db_name}.allresults as select ro.organization, count(distinct ro.id) no_allresults from ${stats_db_name}.result_organization ro join ${stats_db_name}.publication p on p.id=ro.id where cast(year as int)>2003 group by ro.organization; drop table if exists ${stats_db_name}.indi_org_fairness_pub_pr purge; create table if not exists ${stats_db_name}.indi_org_fairness_pub_pr stored as parquet as select ar.organization, rf.no_result_fair/ar.no_allresults org_fairness from ${stats_db_name}.allresults ar join ${stats_db_name}.result_fair rf on rf.organization=ar.organization; DROP table ${stats_db_name}.result_fair purge; DROP table ${stats_db_name}.allresults purge; CREATE TEMPORARY table ${stats_db_name}.result_fair as select year, ro.organization organization, count(distinct ro.id) no_result_fair from ${stats_db_name}.result_organization ro join ${stats_db_name}.result p on p.id=ro.id where (title is not null) and (publisher is not null) and (abstract=true) and (year is not null) and (authors>0) and cast(year as int)>2003 group by ro.organization, year; CREATE TEMPORARY TABLE ${stats_db_name}.allresults as select year, ro.organization, count(distinct ro.id) no_allresults from ${stats_db_name}.result_organization ro join ${stats_db_name}.result p on p.id=ro.id where cast(year as int)>2003 group by ro.organization, year; drop table if exists ${stats_db_name}.indi_org_fairness_pub_year purge; create table if not exists ${stats_db_name}.indi_org_fairness_pub_year stored as parquet as select cast(allresults.year as int) year, allresults.organization, result_fair.no_result_fair/allresults.no_allresults org_fairness from ${stats_db_name}.allresults join ${stats_db_name}.result_fair on result_fair.organization=allresults.organization and result_fair.year=allresults.year; DROP table ${stats_db_name}.result_fair purge; DROP table ${stats_db_name}.allresults purge; CREATE TEMPORARY TABLE ${stats_db_name}.result_fair as select ro.organization organization, count(distinct ro.id) no_result_fair from ${stats_db_name}.result_organization ro join ${stats_db_name}.result p on p.id=ro.id where (title is not null) and (publisher is not null) and (abstract=true) and (year is not null) and (authors>0) and cast(year as int)>2003 group by ro.organization; CREATE TEMPORARY TABLE ${stats_db_name}.allresults as select ro.organization, count(distinct ro.id) no_allresults from ${stats_db_name}.result_organization ro join ${stats_db_name}.result p on p.id=ro.id where cast(year as int)>2003 group by ro.organization; drop table if exists ${stats_db_name}.indi_org_fairness_pub purge; create table if not exists ${stats_db_name}.indi_org_fairness_pub as select ar.organization, rf.no_result_fair/ar.no_allresults org_fairness from ${stats_db_name}.allresults ar join ${stats_db_name}.result_fair rf on rf.organization=ar.organization; DROP table ${stats_db_name}.result_fair purge; DROP table ${stats_db_name}.allresults purge; CREATE TEMPORARY TABLE ${stats_db_name}.result_fair as select year, ro.organization organization, count(distinct ro.id) no_result_fair from ${stats_db_name}.result_organization ro join ${stats_db_name}.result r on r.id=ro.id join ${stats_db_name}.result_pids rp on r.id=rp.id where (title is not null) and (publisher is not null) and (abstract=true) and (year is not null) and (authors>0) and cast(year as int)>2003 group by ro.organization, year; CREATE TEMPORARY TABLE ${stats_db_name}.allresults as select year, ro.organization, count(distinct ro.id) no_allresults from ${stats_db_name}.result_organization ro join ${stats_db_name}.result r on r.id=ro.id where cast(year as int)>2003 group by ro.organization, year; drop table if exists ${stats_db_name}.indi_org_fairness_year purge; create table if not exists ${stats_db_name}.indi_org_fairness_year stored as parquet as select cast(allresults.year as int) year, allresults.organization, result_fair.no_result_fair/allresults.no_allresults org_fairness from ${stats_db_name}.allresults join ${stats_db_name}.result_fair on result_fair.organization=allresults.organization and cast(result_fair.year as int)=cast(allresults.year as int); DROP table ${stats_db_name}.result_fair purge; DROP table ${stats_db_name}.allresults purge; CREATE TEMPORARY TABLE ${stats_db_name}.result_with_pid as select year, ro.organization, count(distinct rp.id) no_result_with_pid from ${stats_db_name}.result_organization ro join ${stats_db_name}.result_pids rp on rp.id=ro.id join ${stats_db_name}.result r on r.id=rp.id where cast(year as int) >2003 group by ro.organization, year; CREATE TEMPORARY TABLE ${stats_db_name}.allresults as select year, ro.organization, count(distinct ro.id) no_allresults from ${stats_db_name}.result_organization ro join ${stats_db_name}.result r on r.id=ro.id where cast(year as int) >2003 group by ro.organization, year; drop table if exists ${stats_db_name}.indi_org_findable_year purge; create table if not exists ${stats_db_name}.indi_org_findable_year stored as parquet as select cast(allresults.year as int) year, allresults.organization, result_with_pid.no_result_with_pid/allresults.no_allresults org_findable from ${stats_db_name}.allresults join ${stats_db_name}.result_with_pid on result_with_pid.organization=allresults.organization and cast(result_with_pid.year as int)=cast(allresults.year as int); DROP table ${stats_db_name}.result_with_pid purge; DROP table ${stats_db_name}.allresults purge; CREATE TEMPORARY TABLE ${stats_db_name}.result_with_pid as select ro.organization, count(distinct rp.id) no_result_with_pid from ${stats_db_name}.result_organization ro join ${stats_db_name}.result_pids rp on rp.id=ro.id join ${stats_db_name}.result r on r.id=rp.id where cast(year as int) >2003 group by ro.organization; CREATE TEMPORARY TABLE ${stats_db_name}.allresults as select ro.organization, count(distinct ro.id) no_allresults from ${stats_db_name}.result_organization ro join ${stats_db_name}.result r on r.id=ro.id where cast(year as int) >2003 group by ro.organization; drop table if exists ${stats_db_name}.indi_org_findable purge; create table if not exists ${stats_db_name}.indi_org_findable stored as parquet as select allresults.organization, result_with_pid.no_result_with_pid/allresults.no_allresults org_findable from ${stats_db_name}.allresults join ${stats_db_name}.result_with_pid on result_with_pid.organization=allresults.organization; DROP table ${stats_db_name}.result_with_pid purge; DROP table ${stats_db_name}.allresults purge; CREATE TEMPORARY TABLE ${stats_db_name}.pubs_oa as SELECT ro.organization, count(distinct r.id) no_oapubs FROM ${stats_db_name}.publication r join ${stats_db_name}.result_organization ro on ro.id=r.id join ${stats_db_name}.result_instance ri on ri.id=r.id where (ri.accessright = 'Open Access' or ri.accessright = 'Embargo' or ri.accessright = 'Open Source') and cast(r.year as int)>2003 group by ro.organization; CREATE TEMPORARY TABLE ${stats_db_name}.datasets_oa as SELECT ro.organization, count(distinct r.id) no_oadatasets FROM ${stats_db_name}.dataset r join ${stats_db_name}.result_organization ro on ro.id=r.id join ${stats_db_name}.result_instance ri on ri.id=r.id where (ri.accessright = 'Open Access' or ri.accessright = 'Embargo' or ri.accessright = 'Open Source') and cast(r.year as int)>2003 group by ro.organization; CREATE TEMPORARY TABLE ${stats_db_name}.software_oa as SELECT ro.organization, count(distinct r.id) no_oasoftware FROM ${stats_db_name}.software r join ${stats_db_name}.result_organization ro on ro.id=r.id join ${stats_db_name}.result_instance ri on ri.id=r.id where (ri.accessright = 'Open Access' or ri.accessright = 'Embargo' or ri.accessright = 'Open Source') and cast(r.year as int)>2003 group by ro.organization; CREATE TEMPORARY TABLE ${stats_db_name}.allpubs as SELECT ro.organization, count(ro.id) no_allpubs FROM ${stats_db_name}.result_organization ro join ${stats_db_name}.publication ps on ps.id=ro.id where cast(ps.year as int)>2003 group by ro.organization; CREATE TEMPORARY TABLE ${stats_db_name}.alldatasets as SELECT ro.organization, count(ro.id) no_alldatasets FROM ${stats_db_name}.result_organization ro join ${stats_db_name}.dataset ps on ps.id=ro.id where cast(ps.year as int)>2003 group by ro.organization; CREATE TEMPORARY TABLE ${stats_db_name}.allsoftware as SELECT ro.organization, count(ro.id) no_allsoftware FROM ${stats_db_name}.result_organization ro join ${stats_db_name}.software ps on ps.id=ro.id where cast(ps.year as int)>2003 group by ro.organization; CREATE TEMPORARY TABLE ${stats_db_name}.allpubsshare as select pubs_oa.organization, pubs_oa.no_oapubs/allpubs.no_allpubs p from ${stats_db_name}.allpubs join ${stats_db_name}.pubs_oa on allpubs.organization=pubs_oa.organization; CREATE TEMPORARY TABLE ${stats_db_name}.alldatasetssshare as select datasets_oa.organization, datasets_oa.no_oadatasets/alldatasets.no_alldatasets d from ${stats_db_name}.alldatasets join ${stats_db_name}.datasets_oa on alldatasets.organization=datasets_oa.organization; CREATE TEMPORARY TABLE ${stats_db_name}.allsoftwaresshare as select software_oa.organization, software_oa.no_oasoftware/allsoftware.no_allsoftware s from ${stats_db_name}.allsoftware join ${stats_db_name}.software_oa on allsoftware.organization=software_oa.organization; drop table if exists ${stats_db_name}.indi_org_openess purge; create table if not exists ${stats_db_name}.indi_org_openess stored as parquet as select allpubsshare.organization, (p+if(isnull(s),0,s)+if(isnull(d),0,d))/(1+(case when s is null then 0 else 1 end) +(case when d is null then 0 else 1 end)) org_openess FROM ${stats_db_name}.allpubsshare left outer join (select organization,d from ${stats_db_name}.alldatasetssshare) tmp1 on tmp1.organization=allpubsshare.organization left outer join (select organization,s from ${stats_db_name}.allsoftwaresshare) tmp2 on tmp2.organization=allpubsshare.organization; DROP TABLE ${stats_db_name}.pubs_oa purge; DROP TABLE ${stats_db_name}.datasets_oa purge; DROP TABLE ${stats_db_name}.software_oa purge; DROP TABLE ${stats_db_name}.allpubs purge; DROP TABLE ${stats_db_name}.alldatasets purge; DROP TABLE ${stats_db_name}.allsoftware purge; DROP TABLE ${stats_db_name}.allpubsshare purge; DROP TABLE ${stats_db_name}.alldatasetssshare purge; DROP TABLE ${stats_db_name}.allsoftwaresshare purge; CREATE TEMPORARY TABLE ${stats_db_name}.pubs_oa AS SELECT r.year, ro.organization, count(distinct r.id) no_oapubs FROM ${stats_db_name}.publication r join ${stats_db_name}.result_organization ro on ro.id=r.id join ${stats_db_name}.result_instance ri on ri.id=r.id where (ri.accessright = 'Open Access' or ri.accessright = 'Embargo' or ri.accessright = 'Open Source') and cast(r.year as int)>2003 group by ro.organization,r.year; CREATE TEMPORARY TABLE ${stats_db_name}.datasets_oa AS SELECT r.year,ro.organization, count(distinct r.id) no_oadatasets FROM ${stats_db_name}.dataset r join ${stats_db_name}.result_organization ro on ro.id=r.id join ${stats_db_name}.result_instance ri on ri.id=r.id where (ri.accessright = 'Open Access' or ri.accessright = 'Embargo' or ri.accessright = 'Open Source') and cast(r.year as int)>2003 group by ro.organization, r.year; CREATE TEMPORARY TABLE ${stats_db_name}.software_oa AS SELECT r.year,ro.organization, count(distinct r.id) no_oasoftware FROM ${stats_db_name}.software r join ${stats_db_name}.result_organization ro on ro.id=r.id join ${stats_db_name}.result_instance ri on ri.id=r.id where (ri.accessright = 'Open Access' or ri.accessright = 'Embargo' or ri.accessright = 'Open Source') and cast(r.year as int)>2003 group by ro.organization, r.year; CREATE TEMPORARY TABLE ${stats_db_name}.allpubs as SELECT p.year,ro.organization organization, count(ro.id) no_allpubs FROM ${stats_db_name}.result_organization ro join ${stats_db_name}.publication p on p.id=ro.id where cast(p.year as int)>2003 group by ro.organization, p.year; CREATE TEMPORARY TABLE ${stats_db_name}.alldatasets as SELECT d.year, ro.organization organization, count(ro.id) no_alldatasets FROM ${stats_db_name}.result_organization ro join ${stats_db_name}.dataset d on d.id=ro.id where cast(d.year as int)>2003 group by ro.organization, d.year; CREATE TEMPORARY TABLE ${stats_db_name}.allsoftware as SELECT s.year,ro.organization organization, count(ro.id) no_allsoftware FROM ${stats_db_name}.result_organization ro join ${stats_db_name}.software s on s.id=ro.id where cast(s.year as int)>2003 group by ro.organization, s.year; CREATE TEMPORARY TABLE ${stats_db_name}.allpubsshare as select allpubs.year, pubs_oa.organization, pubs_oa.no_oapubs/allpubs.no_allpubs p from ${stats_db_name}.allpubs join ${stats_db_name}.pubs_oa on allpubs.organization=pubs_oa.organization where cast(allpubs.year as INT)=cast(pubs_oa.year as int); CREATE TEMPORARY TABLE ${stats_db_name}.alldatasetssshare as select alldatasets.year, datasets_oa.organization, datasets_oa.no_oadatasets/alldatasets.no_alldatasets d from ${stats_db_name}.alldatasets join ${stats_db_name}.datasets_oa on alldatasets.organization=datasets_oa.organization where cast(alldatasets.year as INT)=cast(datasets_oa.year as int); CREATE TEMPORARY TABLE ${stats_db_name}.allsoftwaresshare as select allsoftware.year, software_oa.organization, software_oa.no_oasoftware/allsoftware.no_allsoftware s from ${stats_db_name}.allsoftware join ${stats_db_name}.software_oa on allsoftware.organization=software_oa.organization where cast(allsoftware.year as INT)=cast(software_oa.year as int); drop table if exists ${stats_db_name}.indi_org_openess_year purge; create table if not exists ${stats_db_name}.indi_org_openess_year stored as parquet as select cast(allpubsshare.year as int) year, allpubsshare.organization, (p+if(isnull(s),0,s)+if(isnull(d),0,d))/(1+(case when s is null then 0 else 1 end) +(case when d is null then 0 else 1 end)) org_openess FROM ${stats_db_name}.allpubsshare left outer join (select cast(year as int), organization,d from ${stats_db_name}.alldatasetssshare) tmp1 on tmp1.organization=allpubsshare.organization and tmp1.year=allpubsshare.year left outer join (select cast(year as int), organization,s from ${stats_db_name}.allsoftwaresshare) tmp2 on tmp2.organization=allpubsshare.organization and cast(tmp2.year as int)=cast(allpubsshare.year as int); DROP TABLE ${stats_db_name}.pubs_oa purge; DROP TABLE ${stats_db_name}.datasets_oa purge; DROP TABLE ${stats_db_name}.software_oa purge; DROP TABLE ${stats_db_name}.allpubs purge; DROP TABLE ${stats_db_name}.alldatasets purge; DROP TABLE ${stats_db_name}.allsoftware purge; DROP TABLE ${stats_db_name}.allpubsshare purge; DROP TABLE ${stats_db_name}.alldatasetssshare purge; DROP TABLE ${stats_db_name}.allsoftwaresshare purge; drop table if exists ${stats_db_name}.indi_pub_has_preprint purge; create table if not exists ${stats_db_name}.indi_pub_has_preprint stored as parquet as select distinct p.id, coalesce(has_preprint, 0) as has_preprint from ${stats_db_name}.publication_classifications p left outer join ( select p.id, 1 as has_preprint from ${stats_db_name}.publication_classifications p where p.type='Preprint') tmp on p.id= tmp.id; drop table if exists ${stats_db_name}.indi_pub_in_subscribed purge; create table if not exists ${stats_db_name}.indi_pub_in_subscribed stored as parquet as select distinct p.id, coalesce(is_subscription, 0) as is_subscription from ${stats_db_name}.publication p left outer join( select p.id, 1 as is_subscription from ${stats_db_name}.publication p join ${stats_db_name}.indi_pub_gold_oa g on p.id=g.id join ${stats_db_name}.indi_pub_hybrid h on p.id=h.id join ${stats_db_name}.indi_pub_in_transformative t on p.id=t.id where g.is_gold=0 and h.is_hybrid=0 and t.is_transformative=0) tmp on p.id=tmp.id; drop table if exists ${stats_db_name}.indi_result_with_pid purge; create table if not exists ${stats_db_name}.indi_result_with_pid as select distinct p.id, coalesce(result_with_pid, 0) as result_with_pid from ${stats_db_name}.result p left outer join ( select p.id, 1 as result_with_pid from ${stats_db_name}.result_pids p) tmp on p.id= tmp.id; CREATE TEMPORARY TABLE ${stats_db_name}.pub_fos_totals as select rf.id, count(distinct lvl3) totals from ${stats_db_name}.result_fos rf group by rf.id; drop table if exists ${stats_db_name}.indi_pub_interdisciplinarity purge; create table if not exists ${stats_db_name}.indi_pub_interdisciplinarity as select distinct p.id as id, coalesce(is_interdisciplinary, 0) as is_interdisciplinary from ${stats_db_name}.pub_fos_totals p left outer join ( select pub_fos_totals.id, 1 as is_interdisciplinary from ${stats_db_name}.pub_fos_totals where totals>1) tmp on p.id=tmp.id; drop table ${stats_db_name}.pub_fos_totals purge; drop table if exists ${stats_db_name}.indi_pub_bronze_oa purge; --create table if not exists ${stats_db_name}.indi_pub_bronze_oa stored as parquet as --select distinct p.id, coalesce(is_bronze_oa,0) as is_bronze_oa --from ${stats_db_name}.publication p --left outer join --(select p.id, 1 as is_bronze_oa from ${stats_db_name}.publication p --join ${stats_db_name}.indi_result_has_cc_licence cc on cc.id=p.id --join ${stats_db_name}.indi_pub_gold_oa ga on ga.id=p.id --join ${stats_db_name}.result_instance ri on ri.id=p.id --join ${stats_db_name}.datasource d on d.id=ri.hostedby --where cc.has_cc_license=0 and ga.is_gold=0 --and (d.type='Journal' or d.type='Journal Aggregator/Publisher') --and ri.accessright='Open Access') tmp on tmp.id=p.id; create table ${stats_db_name}.indi_pub_bronze_oa stored as parquet as select distinct pd.id,coalesce(is_bronze_oa,0) is_bronze_oa from ${stats_db_name}.publication_datasources pd left outer join (select pd.id, 1 as is_bronze_oa from ${stats_db_name}.publication_datasources pd join ${stats_db_name}.datasource d on pd.datasource=d.id join ${stats_db_name}.result_instance ri on ri.id=pd.id join ${stats_db_name}.indi_pub_gold_oa indi_gold on indi_gold.id=pd.id join ${stats_db_name}.result_accessroute ra on ra.id=pd.id where d.type like '%Journal%' and ri.accessright!='Closed Access' and (ri.accessright_uw!='gold' or indi_gold.is_gold=0) and (ra.accessroute='bronze' or ri.license is null)) tmp on pd.id=tmp.id; CREATE TEMPORARY TABLE ${stats_db_name}.project_year_result_year as select p.id project_id, acronym, r.id result_id, r.year, p.end_year from ${stats_db_name}.project p join ${stats_db_name}.result_projects rp on p.id=rp.project join ${stats_db_name}.result r on r.id=rp.id where p.end_year is NOT NULL and r.year is not null; drop table if exists ${stats_db_name}.indi_is_project_result_after purge; create table if not exists ${stats_db_name}.indi_is_project_result_after stored as parquet as select pry.project_id, pry.acronym, pry.result_id, coalesce(is_project_result_after, 0) as is_project_result_after from ${stats_db_name}.project_year_result_year pry left outer join (select pry.project_id, pry.acronym, pry.result_id, 1 as is_project_result_after from ${stats_db_name}.project_year_result_year pry where pry.year>pry.end_year) tmp on pry.result_id=tmp.result_id; drop table ${stats_db_name}.project_year_result_year purge; drop table ${stats_db_name}.indi_is_funder_plan_s purge; create table if not exists ${stats_db_name}.indi_is_funder_plan_s stored as parquet as select distinct f.id, f.name, coalesce(is_funder_plan_s, 0) as is_funder_plan_s from ${stats_db_name}.funder f left outer join (select id, name, 1 as is_funder_plan_s from ${stats_db_name}.funder join stats_ext.plan_s_short on c_o_alition_s_organisation_funder=name) tmp on f.name= tmp.name; --Funder Fairness drop table ${stats_db_name}.indi_funder_fairness purge; create table if not exists ${stats_db_name}.indi_funder_fairness stored as parquet as with result_fair as (select p.funder funder, count(distinct rp.id) no_result_fair from ${stats_db_name}.result_projects rp join ${stats_db_name}.result r on r.id=rp.id join ${stats_db_name}.project p on p.id=rp.project where (r.title is not null) and (publisher is not null) and (abstract=true) and (year is not null) and (authors>0) and cast(year as int)>2003 group by p.funder), allresults as (select p.funder funder, count(distinct rp.id) no_allresults from ${stats_db_name}.result_projects rp join ${stats_db_name}.result r on r.id=rp.id join ${stats_db_name}.project p on p.id=rp.project where cast(year as int)>2003 group by p.funder) select allresults.funder, result_fair.no_result_fair/allresults.no_allresults funder_fairness from allresults join result_fair on result_fair.funder=allresults.funder; --RIs Fairness drop table ${stats_db_name}.indi_ris_fairness purge; create table if not exists ${stats_db_name}.indi_ris_fairness stored as parquet as with result_contexts as (select distinct rc.id, context.name ri_initiative from ${stats_db_name}.result_concepts rc join ${stats_db_name}.concept on concept.id=rc.concept join ${stats_db_name}.category on category.id=concept.category join ${stats_db_name}.context on context.id=category.context), result_fair as (select rc.ri_initiative ri_initiative, count(distinct rc.id) no_result_fair from result_contexts rc join ${stats_db_name}.result r on r.id=rc.id where (title is not null) and (publisher is not null) and (abstract=true) and (year is not null) and (authors>0) and cast(year as int)>2003 group by rc.ri_initiative), allresults as (select rc.ri_initiative ri_initiative, count(distinct rc.id) no_allresults from result_contexts rc join ${stats_db_name}.result r on r.id=rc.id where cast(year as int)>2003 group by rc.ri_initiative) select allresults.ri_initiative, result_fair.no_result_fair/allresults.no_allresults ris_fairness from allresults join result_fair on result_fair.ri_initiative=allresults.ri_initiative; --Funder Openess CREATE TEMPORARY TABLE ${stats_db_name}.pubs_oa as select p.funder funder, count(distinct rp.id) no_oapubs from ${stats_db_name}.result_projects rp join ${stats_db_name}.project p on p.id=rp.project join ${stats_db_name}.publication r on r.id=rp.id join ${stats_db_name}.result_instance ri on ri.id=r.id where (ri.accessright = 'Open Access' or ri.accessright = 'Embargo' or ri.accessright = 'Open Source') and cast(r.year as int)>2003 group by p.funder; CREATE TEMPORARY TABLE ${stats_db_name}.datasets_oa as select p.funder funder, count(distinct rp.id) no_oadatasets from ${stats_db_name}.result_projects rp join ${stats_db_name}.project p on p.id=rp.project join ${stats_db_name}.dataset r on r.id=rp.id join ${stats_db_name}.result_instance ri on ri.id=r.id where (ri.accessright = 'Open Access' or ri.accessright = 'Embargo' or ri.accessright = 'Open Source') and cast(r.year as int)>2003 group by p.funder; CREATE TEMPORARY TABLE ${stats_db_name}.software_oa as select p.funder funder, count(distinct rp.id) no_oasoftware from ${stats_db_name}.result_projects rp join ${stats_db_name}.project p on p.id=rp.project join ${stats_db_name}.software r on r.id=rp.id join ${stats_db_name}.result_instance ri on ri.id=r.id where (ri.accessright = 'Open Access' or ri.accessright = 'Embargo' or ri.accessright = 'Open Source') and cast(r.year as int)>2003 group by p.funder; CREATE TEMPORARY TABLE ${stats_db_name}.allpubs as select p.funder funder, count(distinct rp.id) no_allpubs from ${stats_db_name}.result_projects rp join ${stats_db_name}.project p on p.id=rp.project join ${stats_db_name}.publication r on r.id=rp.id where cast(r.year as int)>2003 group by p.funder; CREATE TEMPORARY TABLE ${stats_db_name}.alldatasets as select p.funder funder, count(distinct rp.id) no_alldatasets from ${stats_db_name}.result_projects rp join ${stats_db_name}.project p on p.id=rp.project join ${stats_db_name}.dataset r on r.id=rp.id where cast(r.year as int)>2003 group by p.funder; CREATE TEMPORARY TABLE ${stats_db_name}.allsoftware as select p.funder funder, count(distinct rp.id) no_allsoftware from ${stats_db_name}.result_projects rp join ${stats_db_name}.project p on p.id=rp.project join ${stats_db_name}.software r on r.id=rp.id where cast(r.year as int)>2003 group by p.funder; CREATE TEMPORARY TABLE ${stats_db_name}.allpubsshare as select pubs_oa.funder, pubs_oa.no_oapubs/allpubs.no_allpubs p from ${stats_db_name}.allpubs join ${stats_db_name}.pubs_oa on allpubs.funder=pubs_oa.funder; CREATE TEMPORARY TABLE ${stats_db_name}.alldatasetssshare as select datasets_oa.funder, datasets_oa.no_oadatasets/alldatasets.no_alldatasets d from ${stats_db_name}.alldatasets join ${stats_db_name}.datasets_oa on alldatasets.funder=datasets_oa.funder; CREATE TEMPORARY TABLE ${stats_db_name}.allsoftwaresshare as select software_oa.funder, software_oa.no_oasoftware/allsoftware.no_allsoftware s from ${stats_db_name}.allsoftware join ${stats_db_name}.software_oa on allsoftware.funder=software_oa.funder; drop table ${stats_db_name}.indi_funder_openess purge; create table if not exists ${stats_db_name}.indi_funder_openess stored as parquet as select allpubsshare.funder, (p+if(isnull(s),0,s)+if(isnull(d),0,d))/(1+(case when s is null then 0 else 1 end) +(case when d is null then 0 else 1 end)) funder_openess FROM ${stats_db_name}.allpubsshare left outer join (select funder,d from ${stats_db_name}.alldatasetssshare) tmp1 on tmp1.funder=allpubsshare.funder left outer join (select funder,s from ${stats_db_name}.allsoftwaresshare) tmp2 on tmp2.funder=allpubsshare.funder; DROP TABLE ${stats_db_name}.pubs_oa purge; DROP TABLE ${stats_db_name}.datasets_oa purge; DROP TABLE ${stats_db_name}.software_oa purge; DROP TABLE ${stats_db_name}.allpubs purge; DROP TABLE ${stats_db_name}.alldatasets purge; DROP TABLE ${stats_db_name}.allsoftware purge; DROP TABLE ${stats_db_name}.allpubsshare purge; DROP TABLE ${stats_db_name}.alldatasetssshare purge; DROP TABLE ${stats_db_name}.allsoftwaresshare purge; --RIs Openess CREATE TEMPORARY TABLE ${stats_db_name}.result_contexts as select distinct rc.id, context.name ri_initiative from ${stats_db_name}.result_concepts rc join ${stats_db_name}.concept on concept.id=rc.concept join ${stats_db_name}.category on category.id=concept.category join ${stats_db_name}.context on context.id=category.context; CREATE TEMPORARY TABLE ${stats_db_name}.pubs_oa as select rp.ri_initiative ri_initiative, count(distinct rp.id) no_oapubs from ${stats_db_name}.result_contexts rp join ${stats_db_name}.publication r on r.id=rp.id join ${stats_db_name}.result_instance ri on ri.id=r.id where (ri.accessright = 'Open Access' or ri.accessright = 'Embargo' or ri.accessright = 'Open Source') and cast(r.year as int)>2003 group by rp.ri_initiative; CREATE TEMPORARY TABLE ${stats_db_name}.datasets_oa as select rp.ri_initiative ri_initiative, count(distinct rp.id) no_oadatasets from ${stats_db_name}.result_contexts rp join ${stats_db_name}.dataset r on r.id=rp.id join ${stats_db_name}.result_instance ri on ri.id=r.id where (ri.accessright = 'Open Access' or ri.accessright = 'Embargo' or ri.accessright = 'Open Source') and cast(r.year as int)>2003 group by rp.ri_initiative; CREATE TEMPORARY TABLE ${stats_db_name}.software_oa as select rp.ri_initiative ri_initiative, count(distinct rp.id) no_oasoftware from ${stats_db_name}.result_contexts rp join ${stats_db_name}.software r on r.id=rp.id join ${stats_db_name}.result_instance ri on ri.id=r.id where (ri.accessright = 'Open Access' or ri.accessright = 'Embargo' or ri.accessright = 'Open Source') and cast(r.year as int)>2003 group by rp.ri_initiative; CREATE TEMPORARY TABLE ${stats_db_name}.allpubs as select rp.ri_initiative ri_initiative, count(distinct rp.id) no_allpubs from ${stats_db_name}.result_contexts rp join ${stats_db_name}.publication r on r.id=rp.id where cast(r.year as int)>2003 group by rp.ri_initiative; CREATE TEMPORARY TABLE ${stats_db_name}.alldatasets as select rp.ri_initiative ri_initiative, count(distinct rp.id) no_alldatasets from ${stats_db_name}.result_contexts rp join ${stats_db_name}.dataset r on r.id=rp.id where cast(r.year as int)>2003 group by rp.ri_initiative; CREATE TEMPORARY TABLE ${stats_db_name}.allsoftware as select rp.ri_initiative ri_initiative, count(distinct rp.id) no_allsoftware from ${stats_db_name}.result_contexts rp join ${stats_db_name}.software r on r.id=rp.id where cast(r.year as int)>2003 group by rp.ri_initiative; CREATE TEMPORARY TABLE ${stats_db_name}.allpubsshare as select pubs_oa.ri_initiative, pubs_oa.no_oapubs/allpubs.no_allpubs p from ${stats_db_name}.allpubs join ${stats_db_name}.pubs_oa on allpubs.ri_initiative=pubs_oa.ri_initiative; CREATE TEMPORARY TABLE ${stats_db_name}.alldatasetssshare as select datasets_oa.ri_initiative, datasets_oa.no_oadatasets/alldatasets.no_alldatasets d from ${stats_db_name}.alldatasets join ${stats_db_name}.datasets_oa on alldatasets.ri_initiative=datasets_oa.ri_initiative; CREATE TEMPORARY TABLE ${stats_db_name}.allsoftwaresshare as select software_oa.ri_initiative, software_oa.no_oasoftware/allsoftware.no_allsoftware s from ${stats_db_name}.allsoftware join ${stats_db_name}.software_oa on allsoftware.ri_initiative=software_oa.ri_initiative; drop table ${stats_db_name}.indi_ris_openess purge; create table if not exists ${stats_db_name}.indi_ris_openess stored as parquet as select allpubsshare.ri_initiative, (p+if(isnull(s),0,s)+if(isnull(d),0,d))/(1+(case when s is null then 0 else 1 end) +(case when d is null then 0 else 1 end)) ris_openess FROM ${stats_db_name}.allpubsshare left outer join (select ri_initiative,d from ${stats_db_name}.alldatasetssshare) tmp1 on tmp1.ri_initiative=allpubsshare.ri_initiative left outer join (select ri_initiative,s from ${stats_db_name}.allsoftwaresshare) tmp2 on tmp2.ri_initiative=allpubsshare.ri_initiative; DROP TABLE ${stats_db_name}.result_contexts purge; DROP TABLE ${stats_db_name}.pubs_oa purge; DROP TABLE ${stats_db_name}.datasets_oa purge; DROP TABLE ${stats_db_name}.software_oa purge; DROP TABLE ${stats_db_name}.allpubs purge; DROP TABLE ${stats_db_name}.alldatasets purge; DROP TABLE ${stats_db_name}.allsoftware purge; DROP TABLE ${stats_db_name}.allpubsshare purge; DROP TABLE ${stats_db_name}.alldatasetssshare purge; DROP TABLE ${stats_db_name}.allsoftwaresshare purge; --Funder Findability drop table ${stats_db_name}.indi_funder_findable purge; create table if not exists ${stats_db_name}.indi_funder_findable stored as parquet as with result_findable as (select p.funder funder, count(distinct rp.id) no_result_findable from ${stats_db_name}.result_projects rp join ${stats_db_name}.publication r on r.id=rp.id join ${stats_db_name}.project p on p.id=rp.project join ${stats_db_name}.result_pids rpi on rpi.id=r.id where cast(year as int)>2003 group by p.funder), allresults as (select p.funder funder, count(distinct rp.id) no_allresults from ${stats_db_name}.result_projects rp join ${stats_db_name}.result r on r.id=rp.id join ${stats_db_name}.project p on p.id=rp.project where cast(year as int)>2003 group by p.funder) select allresults.funder, result_findable.no_result_findable/allresults.no_allresults funder_findable from allresults join result_findable on result_findable.funder=allresults.funder; --RIs Findability drop table ${stats_db_name}.indi_ris_findable purge; create table if not exists ${stats_db_name}.indi_ris_findable stored as parquet as with result_contexts as (select distinct rc.id, context.name ri_initiative from ${stats_db_name}.result_concepts rc join ${stats_db_name}.concept on concept.id=rc.concept join ${stats_db_name}.category on category.id=concept.category join ${stats_db_name}.context on context.id=category.context), result_findable as (select rc.ri_initiative ri_initiative, count(distinct rc.id) no_result_findable from result_contexts rc join ${stats_db_name}.result r on r.id=rc.id join ${stats_db_name}.result_pids rp on rp.id=r.id where cast(r.year as int)>2003 group by rc.ri_initiative), allresults as (select rc.ri_initiative ri_initiative, count(distinct rc.id) no_allresults from result_contexts rc join ${stats_db_name}.result r on r.id=rc.id where cast(r.year as int)>2003 group by rc.ri_initiative) select allresults.ri_initiative, result_findable.no_result_findable/allresults.no_allresults ris_findable from allresults join result_findable on result_findable.ri_initiative=allresults.ri_initiative;