From 391cf80fb8c11cf62d310bbf4527403b6ad9576b Mon Sep 17 00:00:00 2001
From: antleb <50_David>
Date: Tue, 30 Jun 2020 02:13:08 +0300
Subject: [PATCH] Added peer-reviewed, green, gold tables and fields in result.
Added shortcuts from result-country
---
.../graph/stats/oozie_app/scripts/step16.sql | 290 ++++++++----------
.../graph/stats/oozie_app/scripts/step17.sql | 234 +++++++++-----
.../graph/stats/oozie_app/scripts/step18.sql | 81 +++++
.../dhp/oa/graph/stats/oozie_app/workflow.xml | 19 +-
4 files changed, 384 insertions(+), 240 deletions(-)
create mode 100644 dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step18.sql
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16.sql b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16.sql
index 8df0072b38..8e361c1ad3 100644
--- a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16.sql
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step16.sql
@@ -1,163 +1,133 @@
-------------------------------------------------------
-------------------------------------------------------
--- Shadow schema table exchange
-------------------------------------------------------
-------------------------------------------------------
-
--- Dropping old views
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.country;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.countrygdp;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_citations;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_classifications;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_concepts;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_datasources;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_languages;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_licenses;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_oids;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_pids;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_sources;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_topics;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.datasource;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.datasource_languages;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.datasource_oids;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.datasource_organizations;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.datasource_results;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.fundref;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.numbers_country;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.organization;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.organization_datasources;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.organization_projects;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_citations;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_classifications;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_concepts;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_datasources;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_languages;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_licenses;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_oids;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_pids;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_sources;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_topics;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.project;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.project_oids;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.project_organizations;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.project_results;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_citations;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_classifications;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_concepts;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_datasources;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_languages;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_licenses;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_oids;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_pids;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_sources;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_topics;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.result;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_citations;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_classifications;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_concepts;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_datasources;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_languages;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_licenses;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_oids;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_organization;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_pids;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_projects;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_sources;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_topics;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.rndexpediture;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.roarmap;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.software;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_citations;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_classifications;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_concepts;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_datasources;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_languages;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_licenses;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_oids;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_pids;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_sources;
-DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_topics;
+----------------------------------------------------
+-- Shortcuts for various definitions in stats db ---
+----------------------------------------------------
--- Creating the shadow database, in case it doesn't exist
-CREATE database ${stats_db_shadow_name};
+-- Peer reviewed:
+-- Results that have been collected from Crossref
+create table ${stats_db_name}.result_peerreviewed as
+with peer_reviewed as (
+ select distinct r.id as id
+ from ${stats_db_name}.result r
+ join ${stats_db_name}.result_sources rs on rs.id=r.id
+ join ${stats_db_name}.datasource d on d.id=rs.datasource
+ where d.name='Crossref')
+select distinct peer_reviewed.id as id, true as peer_reviewed
+from peer_reviewed
+union all
+select distinct r.id as id, false as peer_reviewed
+from ${stats_db_name}.result r
+where r.id not in (select id from peer_reviewed);
--- Creating new views
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.country AS SELECT * FROM ${stats_db_name}.country;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.countrygdp AS SELECT * FROM ${stats_db_name}.countrygdp;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset AS SELECT * FROM ${stats_db_name}.dataset;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_citations AS SELECT * FROM ${stats_db_name}.dataset_citations;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_classifications AS SELECT * FROM ${stats_db_name}.dataset_classifications;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_concepts AS SELECT * FROM ${stats_db_name}.dataset_concepts;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_datasources AS SELECT * FROM ${stats_db_name}.dataset_datasources;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_languages AS SELECT * FROM ${stats_db_name}.dataset_languages;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_licenses AS SELECT * FROM ${stats_db_name}.dataset_licenses;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_oids AS SELECT * FROM ${stats_db_name}.dataset_oids;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_pids AS SELECT * FROM ${stats_db_name}.dataset_pids;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_sources AS SELECT * FROM ${stats_db_name}.dataset_sources;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_topics AS SELECT * FROM ${stats_db_name}.dataset_topics;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.datasource AS SELECT * FROM ${stats_db_name}.datasource;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.datasource_languages AS SELECT * FROM ${stats_db_name}.datasource_languages;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.datasource_oids AS SELECT * FROM ${stats_db_name}.datasource_oids;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.datasource_organizations AS SELECT * FROM ${stats_db_name}.datasource_organizations;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.datasource_results AS SELECT * FROM ${stats_db_name}.datasource_results;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.fundref AS SELECT * FROM ${stats_db_name}.fundref;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.numbers_country AS SELECT * FROM ${stats_db_name}.numbers_country;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.organization AS SELECT * FROM ${stats_db_name}.organization;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.organization_datasources AS SELECT * FROM ${stats_db_name}.organization_datasources;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.organization_projects AS SELECT * FROM ${stats_db_name}.organization_projects;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct AS SELECT * FROM ${stats_db_name}.otherresearchproduct;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_citations AS SELECT * FROM ${stats_db_name}.otherresearchproduct_citations;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_classifications AS SELECT * FROM ${stats_db_name}.otherresearchproduct_classifications;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_concepts AS SELECT * FROM ${stats_db_name}.otherresearchproduct_concepts;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_datasources AS SELECT * FROM ${stats_db_name}.otherresearchproduct_datasources;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_languages AS SELECT * FROM ${stats_db_name}.otherresearchproduct_languages;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_licenses AS SELECT * FROM ${stats_db_name}.otherresearchproduct_licenses;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_oids AS SELECT * FROM ${stats_db_name}.otherresearchproduct_oids;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_pids AS SELECT * FROM ${stats_db_name}.otherresearchproduct_pids;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_sources AS SELECT * FROM ${stats_db_name}.otherresearchproduct_sources;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_topics AS SELECT * FROM ${stats_db_name}.otherresearchproduct_topics;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.project AS SELECT * FROM ${stats_db_name}.project;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.project_oids AS SELECT * FROM ${stats_db_name}.project_oids;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.project_organizations AS SELECT * FROM ${stats_db_name}.project_organizations;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.project_results AS SELECT * FROM ${stats_db_name}.project_results;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication AS SELECT * FROM ${stats_db_name}.publication;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_citations AS SELECT * FROM ${stats_db_name}.publication_citations;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_classifications AS SELECT * FROM ${stats_db_name}.publication_classifications;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_concepts AS SELECT * FROM ${stats_db_name}.publication_concepts;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_datasources AS SELECT * FROM ${stats_db_name}.publication_datasources;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_languages AS SELECT * FROM ${stats_db_name}.publication_languages;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_licenses AS SELECT * FROM ${stats_db_name}.publication_licenses;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_oids AS SELECT * FROM ${stats_db_name}.publication_oids;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_pids AS SELECT * FROM ${stats_db_name}.publication_pids;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_sources AS SELECT * FROM ${stats_db_name}.publication_sources;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_topics AS SELECT * FROM ${stats_db_name}.publication_topics;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result AS SELECT * FROM ${stats_db_name}.result;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_citations AS SELECT * FROM ${stats_db_name}.result_citations;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_classifications AS SELECT * FROM ${stats_db_name}.result_classifications;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_concepts AS SELECT * FROM ${stats_db_name}.result_concepts;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_datasources AS SELECT * FROM ${stats_db_name}.result_datasources;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_languages AS SELECT * FROM ${stats_db_name}.result_languages;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_licenses AS SELECT * FROM ${stats_db_name}.result_licenses;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_oids AS SELECT * FROM ${stats_db_name}.result_oids;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_organization AS SELECT * FROM ${stats_db_name}.result_organization;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_pids AS SELECT * FROM ${stats_db_name}.result_pids;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_projects AS SELECT * FROM ${stats_db_name}.result_projects;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_sources AS SELECT * FROM ${stats_db_name}.result_sources;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_topics AS SELECT * FROM ${stats_db_name}.result_topics;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.rndexpediture AS SELECT * FROM ${stats_db_name}.rndexpediture;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.roarmap AS SELECT * FROM ${stats_db_name}.roarmap;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software AS SELECT * FROM ${stats_db_name}.software;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_citations AS SELECT * FROM ${stats_db_name}.software_citations;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_classifications AS SELECT * FROM ${stats_db_name}.software_classifications;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_concepts AS SELECT * FROM ${stats_db_name}.software_concepts;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_datasources AS SELECT * FROM ${stats_db_name}.software_datasources;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_languages AS SELECT * FROM ${stats_db_name}.software_languages;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_licenses AS SELECT * FROM ${stats_db_name}.software_licenses;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_oids AS SELECT * FROM ${stats_db_name}.software_oids;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_pids AS SELECT * FROM ${stats_db_name}.software_pids;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_sources AS SELECT * FROM ${stats_db_name}.software_sources;
-CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_topics AS SELECT * FROM ${stats_db_name}.software_topics;
+-- Green OA:
+-- OA results that are hosted by an Institutional repository and have NOT been harvested from a DOAJ journal.
+create table ${stats_db_name}.result_greenoa as
+with result_green as (
+ select distinct r.id as id
+ from ${stats_db_name}.result r
+ join ${stats_db_name}.result_datasources rd on rd.id=r.id
+ join ${stats_db_name}.datasource d on d.id=rd.datasource
+ where r.bestlicence in ('Open Access', 'Open Source') and d.type='Institutional Repository' and not exists (
+ select 1 from ${stats_db_name}.result_datasources rd
+ join ${stats_db_name}.datasource d on rd.datasource=d.id
+ join ${stats_db_name}.datasource_sources sds on sds.id=d.id
+ join ${stats_db_name}.datasource sd on sd.id=sds.datasource
+ where sd.name='DOAJ-ARTICLES' and rd.id=r.id))
+select distinct result_green.id, true as green
+from result_green
+union all
+select distinct r.id as id, false as green
+from ${stats_db_name}.result r
+where r.id not in (select id from result_green);
+
+-- GOLD OA:
+-- OA results that have been harvested from a DOAJ journal.
+create table ${stats_db_name}.result_gold as
+with result_gold as (
+ select distinct r.id as id
+ from ${stats_db_name}.result r
+ join ${stats_db_name}.result_datasources rd on rd.id=r.id
+ join ${stats_db_name}.datasource d on d.id=rd.datasource
+ join ${stats_db_name}.datasource_sources sds on sds.id=d.id
+ join ${stats_db_name}.datasource sd on sd.id=sds.datasource
+ where r.type='publication' and r.bestlicence='Open Access' and sd.name='DOAJ-Articles')
+select distinct result_gold.id, true as gold
+from result_gold
+union all
+select distinct r.id, false as gold
+from ${stats_db_name}.result r
+where r.id not in (select id from result_gold);
+
+-- shortcut result-country through the organization affiliation
+create table ${stats_db_name}.result_affiliated_country as
+select r.id as id, o.country as country
+from ${stats_db_name}.result r
+join ${stats_db_name}.result_organization ro on ro.id=r.id
+join ${stats_db_name}.organization o on o.id=ro.organization
+where o.country is not null and o.country!='';
+
+-- shortcut result-country through datasource of deposition
+create table ${stats_db_name}.result_deposited_country as
+select r.id as id, o.country as country
+from ${stats_db_name}.result r
+join ${stats_db_name}.result_datasources rd on rd.id=r.id
+join ${stats_db_name}.datasource d on d.id=rd.datasource
+join ${stats_db_name}.datasource_organizations dor on dor.id=d.id
+join ${stats_db_name}.organization o on o.id=dor.organization
+where o.country is not null and o.country!='';
+
+-- replace the creation of the result view to include the boolean fields from the previous tables (green, gold,
+-- peer reviewed)
+drop table if exists ${stats_db_name}.result_tmp;
+CREATE TABLE result_tmp (
+ id STRING,
+ title STRING,
+ publisher STRING,
+ journal STRING,
+ `date` STRING,
+ `year` INT,
+ bestlicence STRING,
+ access_mode STRING,
+ embargo_end_date STRING,
+ delayed BOOLEAN,
+ authors INT,
+ source STRING,
+ abstract BOOLEAN,
+ type STRING ,
+ peer_reviewed BOOLEAN,
+ green BOOLEAN,
+ gold BOOLEAN)
+clustered by (id) into 100 buckets stored as orc tblproperties('transactional'='true');
+
+insert into ${stats_db_name}.result_tmp
+select r.id, r.title, r.publisher, r.journal, r.`date`, date_format(r.`date`, 'yyyy'), r.bestlicence, r.bestlicence, r.embargo_end_date, r.delayed, r.authors, r.source, r.abstract, r.type, pr.peer_reviewed, green.green, gold.gold
+FROM ${stats_db_name}.publication r
+LEFT OUTER JOIN ${stats_db_name}.result_peerreviewed pr on pr.id=r.id
+LEFT OUTER JOIN ${stats_db_name}.result_greenoa green on green.id=r.id
+LEFT OUTER JOIN ${stats_db_name}.result_gold gold on gold.id=r.id;
+
+insert into ${stats_db_name}.result_tmp
+select r.id, r.title, r.publisher, r.journal, r.`date`, date_format(r.`date`, 'yyyy'), r.bestlicence, r.bestlicence, r.embargo_end_date, r.delayed, r.authors, r.source, r.abstract, r.type, pr.peer_reviewed, green.green, gold.gold
+FROM ${stats_db_name}.dataset r
+LEFT OUTER JOIN ${stats_db_name}.result_peerreviewed pr on pr.id=r.id
+LEFT OUTER JOIN ${stats_db_name}.result_greenoa green on green.id=r.id
+LEFT OUTER JOIN ${stats_db_name}.result_gold gold on gold.id=r.id;
+
+insert into ${stats_db_name}.result_tmp
+select r.id, r.title, r.publisher, r.journal, r.`date`, date_format(r.`date`, 'yyyy'), r.bestlicence, r.bestlicence, r.embargo_end_date, r.delayed, r.authors, r.source, r.abstract, r.type, pr.peer_reviewed, green.green, gold.gold
+FROM ${stats_db_name}.software r
+LEFT OUTER JOIN ${stats_db_name}.result_peerreviewed pr on pr.id=r.id
+LEFT OUTER JOIN ${stats_db_name}.result_greenoa green on green.id=r.id
+LEFT OUTER JOIN ${stats_db_name}.result_gold gold on gold.id=r.id;
+
+insert into ${stats_db_name}.result_tmp
+select r.id, r.title, r.publisher, r.journal, r.`date`, date_format(r.`date`, 'yyyy'), r.bestlicence, r.bestlicence, r.embargo_end_date, r.delayed, r.authors, r.source, r.abstract, r.type, pr.peer_reviewed, green.green, gold.gold
+FROM ${stats_db_name}.otherresearchproduct r
+LEFT OUTER JOIN ${stats_db_name}.result_peerreviewed pr on pr.id=r.id
+LEFT OUTER JOIN ${stats_db_name}.result_greenoa green on green.id=r.id
+LEFT OUTER JOIN ${stats_db_name}.result_gold gold on gold.id=r.id;
+
+drop table if exists ${stats_db_name}.result;
+drop view if exists ${stats_db_name}.result;
+create table ${stats_db_name}.result stored as parquet as select * from ${stats_db_name}.result_tmp;
+drop table ${stats_db_name}.result_tmp;
\ No newline at end of file
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step17.sql b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step17.sql
index 5645db3097..8df0072b38 100644
--- a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step17.sql
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step17.sql
@@ -1,81 +1,163 @@
------------------------------------------------------
------------------------------------------------------
--- Impala table statistics - Needed to make the tables
--- visible for impala
+-- Shadow schema table exchange
------------------------------------------------------
------------------------------------------------------
-COMPUTE STATS country;
-COMPUTE STATS countrygdp;
-COMPUTE STATS dataset;
-COMPUTE STATS dataset_citations;
-COMPUTE STATS dataset_classifications;
-COMPUTE STATS dataset_concepts;
-COMPUTE STATS dataset_datasources;
-COMPUTE STATS dataset_languages;
-COMPUTE STATS dataset_oids;
-COMPUTE STATS dataset_pids;
-COMPUTE STATS dataset_sources;
-COMPUTE STATS dataset_topics;
-COMPUTE STATS datasource;
-COMPUTE STATS datasource_languages;
-COMPUTE STATS datasource_oids;
-COMPUTE STATS datasource_organizations;
-COMPUTE STATS datasource_results;
-COMPUTE STATS fundref;
-COMPUTE STATS numbers_country;
-COMPUTE STATS organization;
-COMPUTE STATS organization_datasources;
-COMPUTE STATS organization_projects;
-COMPUTE STATS otherresearchproduct;
-COMPUTE STATS otherresearchproduct_citations;
-COMPUTE STATS otherresearchproduct_classifications;
-COMPUTE STATS otherresearchproduct_concepts;
-COMPUTE STATS otherresearchproduct_datasources;
-COMPUTE STATS otherresearchproduct_languages;
-COMPUTE STATS otherresearchproduct_licenses;
-COMPUTE STATS otherresearchproduct_oids;
-COMPUTE STATS otherresearchproduct_pids;
-COMPUTE STATS otherresearchproduct_sources;
-COMPUTE STATS otherresearchproduct_topics;
-COMPUTE STATS project;
-COMPUTE STATS project_oids;
-COMPUTE STATS project_organizations;
-COMPUTE STATS project_results;
-COMPUTE STATS publication;
-COMPUTE STATS publication_citations;
-COMPUTE STATS publication_classifications;
-COMPUTE STATS publication_concepts;
-COMPUTE STATS publication_datasources;
-COMPUTE STATS publication_languages;
-COMPUTE STATS publication_licenses;
-COMPUTE STATS publication_oids;
-COMPUTE STATS publication_pids;
-COMPUTE STATS publication_sources;
-COMPUTE STATS publication_topics;
-COMPUTE STATS result;
-COMPUTE STATS result_citations;
-COMPUTE STATS result_classifications;
-COMPUTE STATS result_concepts;
-COMPUTE STATS result_datasources;
-COMPUTE STATS result_languages;
-COMPUTE STATS result_licenses;
-COMPUTE STATS result_oids;
-COMPUTE STATS result_organization;
-COMPUTE STATS result_pids;
-COMPUTE STATS result_projects;
-COMPUTE STATS result_sources;
-COMPUTE STATS result_topics;
-COMPUTE STATS rndexpediture;
-COMPUTE STATS roarmap;
-COMPUTE STATS software;
-COMPUTE STATS software_citations;
-COMPUTE STATS software_classifications;
-COMPUTE STATS software_concepts;
-COMPUTE STATS software_datasources;
-COMPUTE STATS software_languages;
-COMPUTE STATS software_licenses;
-COMPUTE STATS software_oids;
-COMPUTE STATS software_pids;
-COMPUTE STATS software_sources;
-COMPUTE STATS software_topics;
+-- Dropping old views
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.country;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.countrygdp;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_citations;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_classifications;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_concepts;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_datasources;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_languages;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_licenses;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_oids;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_pids;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_sources;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.dataset_topics;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.datasource;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.datasource_languages;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.datasource_oids;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.datasource_organizations;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.datasource_results;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.fundref;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.numbers_country;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.organization;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.organization_datasources;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.organization_projects;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_citations;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_classifications;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_concepts;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_datasources;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_languages;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_licenses;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_oids;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_pids;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_sources;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.otherresearchproduct_topics;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.project;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.project_oids;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.project_organizations;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.project_results;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_citations;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_classifications;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_concepts;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_datasources;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_languages;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_licenses;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_oids;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_pids;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_sources;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.publication_topics;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.result;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_citations;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_classifications;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_concepts;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_datasources;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_languages;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_licenses;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_oids;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_organization;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_pids;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_projects;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_sources;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.result_topics;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.rndexpediture;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.roarmap;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.software;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_citations;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_classifications;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_concepts;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_datasources;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_languages;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_licenses;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_oids;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_pids;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_sources;
+DROP VIEW IF EXISTS ${stats_db_shadow_name}.software_topics;
+
+
+-- Creating the shadow database, in case it doesn't exist
+CREATE database ${stats_db_shadow_name};
+
+-- Creating new views
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.country AS SELECT * FROM ${stats_db_name}.country;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.countrygdp AS SELECT * FROM ${stats_db_name}.countrygdp;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset AS SELECT * FROM ${stats_db_name}.dataset;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_citations AS SELECT * FROM ${stats_db_name}.dataset_citations;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_classifications AS SELECT * FROM ${stats_db_name}.dataset_classifications;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_concepts AS SELECT * FROM ${stats_db_name}.dataset_concepts;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_datasources AS SELECT * FROM ${stats_db_name}.dataset_datasources;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_languages AS SELECT * FROM ${stats_db_name}.dataset_languages;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_licenses AS SELECT * FROM ${stats_db_name}.dataset_licenses;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_oids AS SELECT * FROM ${stats_db_name}.dataset_oids;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_pids AS SELECT * FROM ${stats_db_name}.dataset_pids;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_sources AS SELECT * FROM ${stats_db_name}.dataset_sources;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.dataset_topics AS SELECT * FROM ${stats_db_name}.dataset_topics;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.datasource AS SELECT * FROM ${stats_db_name}.datasource;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.datasource_languages AS SELECT * FROM ${stats_db_name}.datasource_languages;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.datasource_oids AS SELECT * FROM ${stats_db_name}.datasource_oids;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.datasource_organizations AS SELECT * FROM ${stats_db_name}.datasource_organizations;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.datasource_results AS SELECT * FROM ${stats_db_name}.datasource_results;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.fundref AS SELECT * FROM ${stats_db_name}.fundref;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.numbers_country AS SELECT * FROM ${stats_db_name}.numbers_country;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.organization AS SELECT * FROM ${stats_db_name}.organization;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.organization_datasources AS SELECT * FROM ${stats_db_name}.organization_datasources;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.organization_projects AS SELECT * FROM ${stats_db_name}.organization_projects;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct AS SELECT * FROM ${stats_db_name}.otherresearchproduct;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_citations AS SELECT * FROM ${stats_db_name}.otherresearchproduct_citations;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_classifications AS SELECT * FROM ${stats_db_name}.otherresearchproduct_classifications;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_concepts AS SELECT * FROM ${stats_db_name}.otherresearchproduct_concepts;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_datasources AS SELECT * FROM ${stats_db_name}.otherresearchproduct_datasources;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_languages AS SELECT * FROM ${stats_db_name}.otherresearchproduct_languages;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_licenses AS SELECT * FROM ${stats_db_name}.otherresearchproduct_licenses;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_oids AS SELECT * FROM ${stats_db_name}.otherresearchproduct_oids;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_pids AS SELECT * FROM ${stats_db_name}.otherresearchproduct_pids;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_sources AS SELECT * FROM ${stats_db_name}.otherresearchproduct_sources;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.otherresearchproduct_topics AS SELECT * FROM ${stats_db_name}.otherresearchproduct_topics;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.project AS SELECT * FROM ${stats_db_name}.project;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.project_oids AS SELECT * FROM ${stats_db_name}.project_oids;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.project_organizations AS SELECT * FROM ${stats_db_name}.project_organizations;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.project_results AS SELECT * FROM ${stats_db_name}.project_results;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication AS SELECT * FROM ${stats_db_name}.publication;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_citations AS SELECT * FROM ${stats_db_name}.publication_citations;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_classifications AS SELECT * FROM ${stats_db_name}.publication_classifications;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_concepts AS SELECT * FROM ${stats_db_name}.publication_concepts;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_datasources AS SELECT * FROM ${stats_db_name}.publication_datasources;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_languages AS SELECT * FROM ${stats_db_name}.publication_languages;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_licenses AS SELECT * FROM ${stats_db_name}.publication_licenses;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_oids AS SELECT * FROM ${stats_db_name}.publication_oids;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_pids AS SELECT * FROM ${stats_db_name}.publication_pids;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_sources AS SELECT * FROM ${stats_db_name}.publication_sources;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.publication_topics AS SELECT * FROM ${stats_db_name}.publication_topics;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result AS SELECT * FROM ${stats_db_name}.result;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_citations AS SELECT * FROM ${stats_db_name}.result_citations;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_classifications AS SELECT * FROM ${stats_db_name}.result_classifications;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_concepts AS SELECT * FROM ${stats_db_name}.result_concepts;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_datasources AS SELECT * FROM ${stats_db_name}.result_datasources;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_languages AS SELECT * FROM ${stats_db_name}.result_languages;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_licenses AS SELECT * FROM ${stats_db_name}.result_licenses;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_oids AS SELECT * FROM ${stats_db_name}.result_oids;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_organization AS SELECT * FROM ${stats_db_name}.result_organization;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_pids AS SELECT * FROM ${stats_db_name}.result_pids;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_projects AS SELECT * FROM ${stats_db_name}.result_projects;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_sources AS SELECT * FROM ${stats_db_name}.result_sources;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.result_topics AS SELECT * FROM ${stats_db_name}.result_topics;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.rndexpediture AS SELECT * FROM ${stats_db_name}.rndexpediture;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.roarmap AS SELECT * FROM ${stats_db_name}.roarmap;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software AS SELECT * FROM ${stats_db_name}.software;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_citations AS SELECT * FROM ${stats_db_name}.software_citations;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_classifications AS SELECT * FROM ${stats_db_name}.software_classifications;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_concepts AS SELECT * FROM ${stats_db_name}.software_concepts;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_datasources AS SELECT * FROM ${stats_db_name}.software_datasources;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_languages AS SELECT * FROM ${stats_db_name}.software_languages;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_licenses AS SELECT * FROM ${stats_db_name}.software_licenses;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_oids AS SELECT * FROM ${stats_db_name}.software_oids;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_pids AS SELECT * FROM ${stats_db_name}.software_pids;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_sources AS SELECT * FROM ${stats_db_name}.software_sources;
+CREATE VIEW IF NOT EXISTS ${stats_db_shadow_name}.software_topics AS SELECT * FROM ${stats_db_name}.software_topics;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step18.sql b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step18.sql
new file mode 100644
index 0000000000..5645db3097
--- /dev/null
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/scripts/step18.sql
@@ -0,0 +1,81 @@
+------------------------------------------------------
+------------------------------------------------------
+-- Impala table statistics - Needed to make the tables
+-- visible for impala
+------------------------------------------------------
+------------------------------------------------------
+
+COMPUTE STATS country;
+COMPUTE STATS countrygdp;
+COMPUTE STATS dataset;
+COMPUTE STATS dataset_citations;
+COMPUTE STATS dataset_classifications;
+COMPUTE STATS dataset_concepts;
+COMPUTE STATS dataset_datasources;
+COMPUTE STATS dataset_languages;
+COMPUTE STATS dataset_oids;
+COMPUTE STATS dataset_pids;
+COMPUTE STATS dataset_sources;
+COMPUTE STATS dataset_topics;
+COMPUTE STATS datasource;
+COMPUTE STATS datasource_languages;
+COMPUTE STATS datasource_oids;
+COMPUTE STATS datasource_organizations;
+COMPUTE STATS datasource_results;
+COMPUTE STATS fundref;
+COMPUTE STATS numbers_country;
+COMPUTE STATS organization;
+COMPUTE STATS organization_datasources;
+COMPUTE STATS organization_projects;
+COMPUTE STATS otherresearchproduct;
+COMPUTE STATS otherresearchproduct_citations;
+COMPUTE STATS otherresearchproduct_classifications;
+COMPUTE STATS otherresearchproduct_concepts;
+COMPUTE STATS otherresearchproduct_datasources;
+COMPUTE STATS otherresearchproduct_languages;
+COMPUTE STATS otherresearchproduct_licenses;
+COMPUTE STATS otherresearchproduct_oids;
+COMPUTE STATS otherresearchproduct_pids;
+COMPUTE STATS otherresearchproduct_sources;
+COMPUTE STATS otherresearchproduct_topics;
+COMPUTE STATS project;
+COMPUTE STATS project_oids;
+COMPUTE STATS project_organizations;
+COMPUTE STATS project_results;
+COMPUTE STATS publication;
+COMPUTE STATS publication_citations;
+COMPUTE STATS publication_classifications;
+COMPUTE STATS publication_concepts;
+COMPUTE STATS publication_datasources;
+COMPUTE STATS publication_languages;
+COMPUTE STATS publication_licenses;
+COMPUTE STATS publication_oids;
+COMPUTE STATS publication_pids;
+COMPUTE STATS publication_sources;
+COMPUTE STATS publication_topics;
+COMPUTE STATS result;
+COMPUTE STATS result_citations;
+COMPUTE STATS result_classifications;
+COMPUTE STATS result_concepts;
+COMPUTE STATS result_datasources;
+COMPUTE STATS result_languages;
+COMPUTE STATS result_licenses;
+COMPUTE STATS result_oids;
+COMPUTE STATS result_organization;
+COMPUTE STATS result_pids;
+COMPUTE STATS result_projects;
+COMPUTE STATS result_sources;
+COMPUTE STATS result_topics;
+COMPUTE STATS rndexpediture;
+COMPUTE STATS roarmap;
+COMPUTE STATS software;
+COMPUTE STATS software_citations;
+COMPUTE STATS software_classifications;
+COMPUTE STATS software_concepts;
+COMPUTE STATS software_datasources;
+COMPUTE STATS software_languages;
+COMPUTE STATS software_licenses;
+COMPUTE STATS software_oids;
+COMPUTE STATS software_pids;
+COMPUTE STATS software_sources;
+COMPUTE STATS software_topics;
diff --git a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/workflow.xml b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/workflow.xml
index 13b4bfaf7e..9b0345a32d 100644
--- a/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/workflow.xml
+++ b/dhp-workflows/dhp-stats-update/src/main/resources/eu/dnetlib/dhp/oa/graph/stats/oozie_app/workflow.xml
@@ -218,11 +218,22 @@
-
+
${hive_jdbc_url}
+ stats_db_name=${stats_db_name}
+ openaire_db_name=${openaire_db_name}
+
+
+
+
+
+
+
+ ${hive_jdbc_url}
+
stats_db_name=${stats_db_name}
stats_db_shadow_name=${stats_db_shadow_name}
@@ -230,14 +241,14 @@
-
+
${jobTracker}
${nameNode}
impala-shell.sh
${stats_db_name}
- step17.sql
- /user/${wf:user()}/oa/graph/stats/oozie_app/scripts/step17.sql
+ step18.sql
+ /user/${wf:user()}/oa/graph/stats/oozie_app/scripts/step18.sql
impala-shell.sh