Finished provenance; slight detail changes

data-mechanics · Oct 4, 2017 · 53e935f · 53e935f
1 parent d161b74
commit 53e935f
Show file tree

Hide file tree

Showing 9 changed files with 125 additions and 807 deletions.
diff --git a/bkin18_cjoe/emergency_traffic_aggregate.py b/bkin18_cjoe/emergency_traffic_aggregate.py
@@ -79,36 +79,31 @@ def provenance(doc = prov.model.ProvDocument(), startTime = None, endTime = None
         doc.add_namespace('ont', 'http://datamechanics.io/ontology#') # 'Extension', 'DataResource', 'DataSet', 'Retrieval', 'Query', or 'Computation'.
         doc.add_namespace('log', 'http://datamechanics.io/log/') # The event log.
         doc.add_namespace('bdp', 'http://bostonopendata-boston.opendata.arcgis.com/datasets/')
+        doc.add_namespace('hdv', 'https://dataverse.harvard.edu/dataset.xhtml')
 
+        this_script = doc.agent('alg:bkin18_cjoe#emergency_traffic_aggregate', 
+            { prov.model.PROV_TYPE:prov.model.PROV['SoftwareAgent'], 'ont:Extension':'py'})
 
-        this_script = doc.agent('alg:bkin18_cjoe#emergency_traffic_aggregate', {prov.model.PROV_TYPE:prov.model.PROV['SoftwareAgent'], 'ont:Extension':'py'})
+        this_run = doc.activity('log:a'+str(uuid.uuid4()), startTime, endTime, 
+            { prov.model.PROV_TYPE:'ont:Retrieval', 'ont:Query':'.find()'})
 
-        #resource = doc.entity('bdp:4f3e4492e36f4907bcd307b131afe4a5_0',
-        #    {'prov:label':'311, Service Requests',
-        #    prov.model.PROV_TYPE:'ont:DataResource', 'bdp:Extension':'geojson'}) 
+        selection_input = doc.entity('dat:bkin18_cjoe.emergency_traffic_selection', 
+            { prov.model.PROV_LABEL:'Emergency Traffic Selection', prov.model.PROV_TYPE:'ont:DataSet'})
 
-        ## Work on this later
-        this_run = doc.activity('log:a'+str(uuid.uuid4()), startTime, endTime, { prov.model.PROV_TYPE:'ont:Retrieval'})#, 'ont:Query':'?type=Animal+Found&$select=type,latitude,longitude,OPEN_DT'})
+        output = doc.entity('dat:bkin18_cjoe.emergency_traffic_aggregate', 
+            { prov.model.PROV_LABEL:'Emergency Traffic Aggregation', prov.model.PROV_TYPE:'ont:DataSet'})
 
-        route_activity = doc.activity('log:uuid'+str(uuid.uuid4()), startTime, endTime)
-
-        routes = doc.entity('dat:bkin18_cjoe#emergency_traffic_aggregate', {prov.model.PROV_LABEL:'Emergency Traffic Selection', prov.model.PROV_TYPE:'ont:DataSet'})
-
-        doc.wasAssociatedWith(route_activity, this_script)
-        #doc.usage(route_activity, resource, startTime, None, {prov.model.PROV_TYPE:'ont:Retrieval'})
-        #doc.wasAttributedTo(found, this_script)
-
-        doc.wasAttributedTo(routes, this_script)
-        doc.wasGeneratedBy(routes, route_activity, endTime)
-        #doc.wasDerivedFrom(routes, resource, this_run, this_run, this_run)
+        doc.wasAssociatedWith(this_run , this_script)
+        doc.used(this_run, selection_input, startTime)
 
+        doc.wasAttributedTo(output, this_script)
+        doc.wasGeneratedBy(output, this_run, endTime)
+        doc.wasDerivedFrom(output, selection_input, this_run, this_run, this_run)
 
         repo.logout()
 
-
         return doc
 
-
 emergency_traffic_aggregate.execute()
 doc = emergency_traffic_aggregate.provenance()
 print(doc.get_provn())

diff --git a/bkin18_cjoe/emergency_traffic_selection.py b/bkin18_cjoe/emergency_traffic_selection.py
@@ -11,7 +11,6 @@ class emergency_traffic_selection(dml.Algorithm):
     reads = ['bkin18_cjoe.emergency_routes', 'bkin18_cjoe.traffic_signals']
     writes = ['bkin18_cjoe.emergency_traffic_selection']
 
-
     @staticmethod
     def execute(trial=False):
         startTime = datetime.datetime.now()
@@ -67,31 +66,37 @@ def provenance(doc = prov.model.ProvDocument(), startTime = None, endTime = None
         doc.add_namespace('ont', 'http://datamechanics.io/ontology#') # 'Extension', 'DataResource', 'DataSet', 'Retrieval', 'Query', or 'Computation'.
         doc.add_namespace('log', 'http://datamechanics.io/log/') # The event log.
         doc.add_namespace('bdp', 'http://bostonopendata-boston.opendata.arcgis.com/datasets/')
+        doc.add_namespace('hdv', 'https://dataverse.harvard.edu/dataset.xhtml')
 
+        ## Agent
+        this_script = doc.agent('alg:bkin18_cjoe#emergency_traffic_selection', 
+            {prov.model.PROV_TYPE:prov.model.PROV['SoftwareAgent'], 'ont:Extension':'py'})
 
-        this_script = doc.agent('alg:bkin18_cjoe#emergency_traffic_selection', {prov.model.PROV_TYPE:prov.model.PROV['SoftwareAgent'], 'ont:Extension':'py'})
+        ## Activity
+        this_run = doc.activity('log:a'+str(uuid.uuid4()), startTime, endTime, 
+            { prov.model.PROV_TYPE:'ont:Retrieval', 'ont:Query':'.find()'})
 
-        #resource = doc.entity('bdp:4f3e4492e36f4907bcd307b131afe4a5_0',
-        #    {'prov:label':'311, Service Requests',
-        #    prov.model.PROV_TYPE:'ont:DataResource', 'bdp:Extension':'geojson'}) 
+        ## Entities  
+        route_input = doc.entity('dat:bkin18_cjoe.emergency_routes', 
+            { prov.model.PROV_LABEL:'Emergency Traffic Selection', prov.model.PROV_TYPE:'ont:DataSet'})
 
-        ## Work on this later
-        this_run = doc.activity('log:a'+str(uuid.uuid4()), startTime, endTime, { prov.model.PROV_TYPE:'ont:Retrieval'})#, 'ont:Query':'?type=Animal+Found&$select=type,latitude,longitude,OPEN_DT'})
+        traffic_input = doc.entity('dat:bkin18_cjoe.traffic_signals', 
+            { prov.model.PROV_LABEL:'Emergency Traffic Selection', prov.model.PROV_TYPE:'ont:DataSet'})
 
-        # route_activity = doc.activity('log:uuid'+str(uuid.uuid4()), startTime, endTime)
+        output = doc.entity('dat:bkin18_cjoe.emergency_traffic_selection', 
+            { prov.model.PROV_LABEL:'Emergency Traffic Selection', prov.model.PROV_TYPE:'ont:DataSet'})
 
-        routes = doc.entity('dat:bkin18_cjoe#emergency_traffic_selection', {prov.model.PROV_LABEL:'Emergency Traffic Selection', prov.model.PROV_TYPE:'ont:DataSet'})
+        doc.wasAssociatedWith(this_run , this_script)
+        doc.used(this_run, route_input, startTime)
+        doc.used(this_run, traffic_input, startTime)
 
-        doc.wasAssociatedWith(routes, this_script)
-        #doc.usage(route_activity, resource, startTime, None, {prov.model.PROV_TYPE:'ont:Retrieval'})
-
-        doc.wasAttributedTo(routes, this_script)
-        doc.wasGeneratedBy(routes, this_run, endTime)
-        #doc.wasDerivedFrom(routes, resource, this_run, this_run, this_run)
+        doc.wasAttributedTo(output, this_script)
+        doc.wasGeneratedBy(output, this_run, endTime)
+        doc.wasDerivedFrom(output, route_input, this_run, this_run, this_run)
+        doc.wasDerivedFrom(output, traffic_input, this_run, this_run, this_run)
 
         repo.logout()
 
-
         return doc
 
 

diff --git a/bkin18_cjoe/get_census.py b/bkin18_cjoe/get_census.py
@@ -73,24 +73,26 @@ def provenance(doc = prov.model.ProvDocument(), startTime = None, endTime = None
         doc.add_namespace('ont', 'http://datamechanics.io/ontology#') # 'Extension', 'DataResource', 'DataSet', 'Retrieval', 'Query', or 'Computation'.
         doc.add_namespace('log', 'http://datamechanics.io/log/') # The event log.
         doc.add_namespace('bdp', 'http://bostonopendata-boston.opendata.arcgis.com/datasets/')
+        doc.add_namespace('hdv', 'https://dataverse.harvard.edu/dataset.xhtml')
 
+        this_script = doc.agent('alg:bkin18_cjoe#get_census', 
+            { prov.model.PROV_TYPE:prov.model.PROV['SoftwareAgent'], 'ont:Extension':'py'})
 
-        this_script = doc.agent('alg:bkin18_cjoe#get_census', {prov.model.PROV_TYPE:prov.model.PROV['SoftwareAgent'], 'ont:Extension':'py'})
-
-        ## I don't actually know what the key is to this (bdp:wc8w-nujj)
-        resource = doc.entity('bdp:DVN_FI1YED', { 'prov:label':'311, Service Requests', prov.model.PROV_TYPE:'ont:DataResource', 'ont:Extension':'csv'})
-
-        ## Work on this later
-        this_run = doc.activity('log:a'+str(uuid.uuid4()), startTime, endTime, { prov.model.PROV_TYPE:'ont:Retrieval'})#, 'ont:Query':'?type=Animal+Found&$select=type,latitude,longitude,OPEN_DT'})
+        this_run = doc.activity('log:a'+str(uuid.uuid4()), startTime, endTime, 
+            { prov.model.PROV_TYPE:'ont:Retrieval'})#, 'ont:Query':'?type=Animal+Found&$select=type,latitude,longitude,OPEN_DT'})
 
-        routes = doc.entity('dat:bkin18_cjoe#census', {prov.model.PROV_LABEL:'Census', prov.model.PROV_TYPE:'ont:DataSet'})
+        census_input = doc.entity('hdv:DVN_FI1YED', 
+            { 'prov:label':'311, Service Requests', prov.model.PROV_TYPE:'ont:DataResource', 'ont:Extension':'csv', 'ont:Query':'??persistentId=doi:10.7910'})
+
+        output = doc.entity('dat:bkin18_cjoe#census', 
+            { prov.model.PROV_LABEL:'Census', prov.model.PROV_TYPE:'ont:DataSet'})
 
-        doc.wasAssociatedWith(routes, this_script)
-        doc.usage(routes, resource, startTime, None, {prov.model.PROV_TYPE:'ont:Retrieval'})
- 
-        doc.wasAttributedTo(routes, this_script)
-        doc.wasGeneratedBy(routes, this_run, endTime)
-        doc.wasDerivedFrom(routes, resource, this_run, this_run, this_run)
+        doc.wasAssociatedWith(this_run , this_script)
+        doc.used(this_run, census_input, startTime)
+
+        doc.wasAttributedTo(output, this_script)
+        doc.wasGeneratedBy(output, this_run, endTime)
+        doc.wasDerivedFrom(output, census_input, this_run, this_run, this_run)
 
         repo.logout()
 

diff --git a/bkin18_cjoe/get_roads.py b/bkin18_cjoe/get_roads.py
@@ -73,27 +73,28 @@ def provenance(doc = prov.model.ProvDocument(), startTime = None, endTime = None
         doc.add_namespace('ont', 'http://datamechanics.io/ontology#') # 'Extension', 'DataResource', 'DataSet', 'Retrieval', 'Query', or 'Computation'.
         doc.add_namespace('log', 'http://datamechanics.io/log/') # The event log.
         doc.add_namespace('bdp', 'http://bostonopendata-boston.opendata.arcgis.com/datasets/')
+        doc.add_namespace('hdv', 'https://dataverse.harvard.edu/dataset.xhtml')
 
+        this_script = doc.agent('alg:bkin18_cjoe#get_roads', 
+            { prov.model.PROV_TYPE:prov.model.PROV['SoftwareAgent'], 'ont:Extension':'py'})
 
-        this_script = doc.agent('alg:bkin18_cjoe#get_roads', {prov.model.PROV_TYPE:prov.model.PROV['SoftwareAgent'], 'ont:Extension':'py'})
+        this_run = doc.activity('log:a'+str(uuid.uuid4()), startTime, endTime, 
+            { prov.model.PROV_TYPE:'ont:Retrieval'})#, 'ont:Query':'?type=Animal+Found&$select=type,latitude,longitude,OPEN_DT'})
 
-        resource = doc.entity('bdp:DVN_OV5PXF', { 'prov:label':'311, Service Requests', prov.model.PROV_TYPE:'ont:DataResource', 'ont:Extension':'geojson'})
+        road_input = doc.entity('hdv:DVN_OV5PXF', 
+            { 'prov:label':'311, Service Requests', prov.model.PROV_TYPE:'ont:DataResource', 'ont:Extension':'csv', 'ont:Query':'?persistentId=doi:10.7910'})
 
-        this_run = doc.activity('log:a'+str(uuid.uuid4()), startTime, endTime, { prov.model.PROV_TYPE:'ont:Retrieval'})#, 'ont:Query':'?type=Animal+Found&$select=type,latitude,longitude,OPEN_DT'})
-
-        routes = doc.entity('dat:bkin18_cjoe#roads', {prov.model.PROV_LABEL:'Roads', prov.model.PROV_TYPE:'ont:DataSet'})
+        output = doc.entity('dat:bkin18_cjoe.roads', {prov.model.PROV_LABEL:'Roads', prov.model.PROV_TYPE:'ont:DataSet'})
 
-        doc.wasAssociatedWith(routes, this_script)
-        doc.usage(routes, resource, startTime, None, {prov.model.PROV_TYPE:'ont:Retrieval'})
-        # doc.wasAttributedTo(found, this_script)
+        doc.wasAssociatedWith(this_run , this_script)
+        doc.used(this_run, road_input, startTime)
 
-        doc.wasAttributedTo(routes, this_script)
-        doc.wasGeneratedBy(routes, this_run, endTime)
-        doc.wasDerivedFrom(routes, resource, this_run, this_run, this_run)
+        doc.wasAttributedTo(output, this_script)
+        doc.wasGeneratedBy(output, this_run, endTime)
+        doc.wasDerivedFrom(output, road_input, this_run, this_run, this_run)
 
         repo.logout()
 
-
         return doc
 
 

diff --git a/bkin18_cjoe/neighborhood_code.py b/bkin18_cjoe/neighborhood_code.py
@@ -62,27 +62,27 @@ def provenance(doc = prov.model.ProvDocument(), startTime = None, endTime = None
         doc.add_namespace('ont', 'http://datamechanics.io/ontology#') # 'Extension', 'DataResource', 'DataSet', 'Retrieval', 'Query', or 'Computation'.
         doc.add_namespace('log', 'http://datamechanics.io/log/') # The event log.
         doc.add_namespace('bdp', 'http://bostonopendata-boston.opendata.arcgis.com/datasets/')
+        doc.add_namespace('hdv', 'https://dataverse.harvard.edu/dataset.xhtml')
 
-
-        this_script = doc.agent('alg:bkin18_cjoe#neighborhoods', {prov.model.PROV_TYPE:prov.model.PROV['SoftwareAgent'], 'ont:Extension':'py'})
+        this_script = doc.agent('alg:bkin18_cjoe#neighborhood_code', 
+            { prov.model.PROV_TYPE:prov.model.PROV['SoftwareAgent'], 'ont:Extension':'py'})
 
-        resource = doc.entity('bdp:3525b0ee6e6b427f9aab5d0a1d0a1a28_0.',
+        this_run = doc.activity('log:a'+str(uuid.uuid4()), startTime, endTime, 
+            { prov.model.PROV_TYPE:'ont:Retrieval'})
+
+        neighborhood_input = doc.entity('bdp:3525b0ee6e6b427f9aab5d0a1d0a1a28_0.',
             {'prov:label':'311, Service Requests',
             prov.model.PROV_TYPE:'ont:DataResource', 'bdp:Extension':'geojson'})
-        ## Work on this later
-        this_run = doc.activity('log:a'+str(uuid.uuid4()), startTime, endTime, { prov.model.PROV_TYPE:'ont:Retrieval'})#, 'ont:Query':'?type=Animal+Found&$select=type,latitude,longitude,OPEN_DT'})
-
-        neighborhood_activity = doc.activity('log:uuid'+str(uuid.uuid4()), startTime, endTime)
 
-        neighborhoods = doc.entity('dat:bkin18_cjoe#neighborhoods', {prov.model.PROV_LABEL:'Neighborhoods', prov.model.PROV_TYPE:'ont:DataSet'})
+        output = doc.entity('dat:bkin18_cjoe.neighborhoods', 
+            { prov.model.PROV_LABEL:'Neighborhoods', prov.model.PROV_TYPE:'ont:DataSet'})
 
-        doc.wasAssociatedWith(neighborhood_activity, this_script)
-        doc.usage(neighborhood_activity, resource, startTime, None, {prov.model.PROV_TYPE:'ont:Retrieval'})
-        # doc.wasAttributedTo(found, this_script)
+        doc.wasAssociatedWith(this_run , this_script)
+        doc.used(this_run, neighborhood_input, startTime)
 
-        doc.wasAttributedTo(neighborhoods, this_script)
-        doc.wasGeneratedBy(neighborhoods, neighborhood_activity, endTime)
-        doc.wasDerivedFrom(neighborhoods, resource, this_run, this_run, this_run)
+        doc.wasAttributedTo(output, this_script)
+        doc.wasGeneratedBy(output, this_run, endTime)
+        doc.wasDerivedFrom(output, neighborhood_input, this_run, this_run, this_run)
 
         repo.logout()
 

diff --git a/bkin18_cjoe/roads_aggregate.py b/bkin18_cjoe/roads_aggregate.py
@@ -67,29 +67,26 @@ def provenance(doc = prov.model.ProvDocument(), startTime = None, endTime = None
         doc.add_namespace('ont', 'http://datamechanics.io/ontology#') # 'Extension', 'DataResource', 'DataSet', 'Retrieval', 'Query', or 'Computation'.
         doc.add_namespace('log', 'http://datamechanics.io/log/') # The event log.
         doc.add_namespace('bdp', 'http://bostonopendata-boston.opendata.arcgis.com/datasets/')
+        doc.add_namespace('hdv', 'https://dataverse.harvard.edu/dataset.xhtml')
 
+        this_script = doc.agent('alg:bkin18_cjoe#roads_aggregate', 
+            { prov.model.PROV_TYPE:prov.model.PROV['SoftwareAgent'], 'ont:Extension':'py'})
 
-        this_script = doc.agent('alg:bkin18_cjoe#roads_aggregate', {prov.model.PROV_TYPE:prov.model.PROV['SoftwareAgent'], 'ont:Extension':'py'})
+        this_run = doc.activity('log:a'+str(uuid.uuid4()), startTime, endTime, 
+            { prov.model.PROV_TYPE:'ont:Retrieval'})#, 'ont:Query':'?type=Animal+Found&$select=type,latitude,longitude,OPEN_DT'})
 
-        #resource = doc.entity('bdp:4f3e4492e36f4907bcd307b131afe4a5_0',
-        #    {'prov:label':'311, Service Requests',
-        #    prov.model.PROV_TYPE:'ont:DataResource', 'bdp:Extension':'geojson'}) 
+        road_input = doc.entity('dat:bkin18_cjoe.roads', 
+            { prov.model.PROV_LABEL:'Roads', prov.model.PROV_TYPE:'ont:DataSet', 'ont:Query':'.find()'})
 
-        ## Work on this later
-        this_run = doc.activity('log:a'+str(uuid.uuid4()), startTime, endTime, { prov.model.PROV_TYPE:'ont:Retrieval'})#, 'ont:Query':'?type=Animal+Found&$select=type,latitude,longitude,OPEN_DT'})
+        output = doc.entity('dat:bkin18_cjoe.roads_aggregate', 
+            { prov.model.PROV_LABEL:'Emergency Traffic Selection', prov.model.PROV_TYPE:'ont:DataSet'})
 
-        route_activity = doc.activity('log:uuid'+str(uuid.uuid4()), startTime, endTime)
-
-        routes = doc.entity('dat:bkin18_cjoe#roads_aggregate', {prov.model.PROV_LABEL:'Emergency Traffic Selection', prov.model.PROV_TYPE:'ont:DataSet'})
-
-        doc.wasAssociatedWith(route_activity, this_script)
-        #doc.usage(route_activity, resource, startTime, None, {prov.model.PROV_TYPE:'ont:Retrieval'})
-        #doc.wasAttributedTo(found, this_script)
-
-        doc.wasAttributedTo(routes, this_script)
-        doc.wasGeneratedBy(routes, route_activity, endTime)
-        #doc.wasDerivedFrom(routes, resource, this_run, this_run, this_run)
+        doc.wasAssociatedWith(this_run, this_script)
+        doc.used(this_run, road_input, startTime)
 
+        doc.wasAttributedTo(output, this_script)
+        doc.wasGeneratedBy(output, this_run, endTime)
+        doc.wasDerivedFrom(output, road_input, this_run, this_run, this_run)
 
         repo.logout()
 

diff --git a/bkin18_cjoe/snow_emergency_routes.py b/bkin18_cjoe/snow_emergency_routes.py
@@ -60,35 +60,33 @@ def provenance(doc = prov.model.ProvDocument(), startTime = None, endTime = None
         doc.add_namespace('ont', 'http://datamechanics.io/ontology#') # 'Extension', 'DataResource', 'DataSet', 'Retrieval', 'Query', or 'Computation'.
         doc.add_namespace('log', 'http://datamechanics.io/log/') # The event log.
         doc.add_namespace('bdp', 'http://bostonopendata-boston.opendata.arcgis.com/datasets/')
+        doc.add_namespace('hdv', 'https://dataverse.harvard.edu/dataset.xhtml')
 
 
-        this_script = doc.agent('alg:bkin18_cjoe#snow_emergency_routes', {prov.model.PROV_TYPE:prov.model.PROV['SoftwareAgent'], 'ont:Extension':'py'})
+        this_script = doc.agent('alg:bkin18_cjoe#snow_emergency_routes', 
+            { prov.model.PROV_TYPE:prov.model.PROV['SoftwareAgent'], 'ont:Extension':'py'})
 
-        ## I don't actually know what the key is to this (bdp:wc8w-nujj)
-        # resource = doc.entity('bdp:wc8w-nujj', { 'prov:label':'311, Service Requests', prov.model.PROV_TYPE:'ont:DataResource', 'ont:Extension':'geojson'})
-        resource = doc.entity('bdp:4f3e4492e36f4907bcd307b131afe4a5_0',
+        this_run = doc.activity('log:a'+str(uuid.uuid4()), startTime, endTime, 
+            { prov.model.PROV_TYPE:'ont:Retrieval'})#, 'ont:Query':'?type=Animal+Found&$select=type,latitude,longitude,OPEN_DT'})
+
+        route_input = doc.entity('bdp:4f3e4492e36f4907bcd307b131afe4a5_0',
             {'prov:label':'311, Service Requests',
             prov.model.PROV_TYPE:'ont:DataResource', 'bdp:Extension':'geojson'}) 
 
-        ## Work on this later
-        this_run = doc.activity('log:a'+str(uuid.uuid4()), startTime, endTime, { prov.model.PROV_TYPE:'ont:Retrieval'})#, 'ont:Query':'?type=Animal+Found&$select=type,latitude,longitude,OPEN_DT'})
-
-        route_activity = doc.activity('log:uuid'+str(uuid.uuid4()), startTime, endTime)
-
-        routes = doc.entity('dat:bkin18_cjoe#emergency_routes', {prov.model.PROV_LABEL:'Snow Emergency Routes', prov.model.PROV_TYPE:'ont:DataSet'})
+        output = doc.entity('dat:bkin18_cjoe.emergency_routes', 
+            { prov.model.PROV_LABEL:'Snow Emergency Routes', prov.model.PROV_TYPE:'ont:DataSet'})
 
-        doc.wasAssociatedWith(route_activity, this_script)
-        doc.usage(route_activity, resource, startTime, None, {prov.model.PROV_TYPE:'ont:Retrieval'})
-        # doc.wasAttributedTo(found, this_script)
+        doc.wasAssociatedWith(this_run, this_script)
 
-        doc.wasAttributedTo(routes, this_script)
-        doc.wasGeneratedBy(routes, route_activity, endTime)
-        doc.wasDerivedFrom(routes, resource, this_run, this_run, this_run)
+        doc.used(this_run, route_input, startTime)
+        # doc.usage(routes, resource, startTime, None, {prov.model.PROV_TYPE:'ont:Retrieval'})
 
+        doc.wasAttributedTo(output, this_script)
+        doc.wasGeneratedBy(output, this_run, endTime)
+        doc.wasDerivedFrom(output, route_input, this_run, this_run, this_run)
 
         repo.logout()
 
-
         return doc