update to prediction integration script (image_material only for now)

predictions/image/prov_o_material.py

@@ -2,14 +2,15 @@
 from rdflib import Graph
 import pandas as pd
 import glob
+import uuid
 
 counter_pred = 0
 counter_act = 0
 for file_name in glob.glob('sys_integration_pred_material.csv'):
     x = pd.read_csv(file_name)
     for index, row in x.iterrows():
         score = row[' class_score'].strip()
-        predicted = row[' predicted_class'].strip()
+        predicted = "http://data.silknow.org/vocabulary/facet/"+row[' predicted_class'].strip()
         obj = row['obj_uri'].strip()
         img = row[' image_name'].strip()
         counter_pred = counter_pred + 1 
@@ -25,7 +26,7 @@
 
         a = """
         
-            prefix silk:  <http://data.silknow.org/ontology/>
+            prefix silk:  <http://data.silknow.org/ontology/property>
             prefix crmsci: <http://www.ics.forth.gr/isl/CRMsci/>
             prefix crmdig: <http://www.ics.forth.gr/isl/CRMext/CRMdig.rdfs/>
             prefix prov: <http://www.w3.org/ns/prov#> 
@@ -43,9 +44,14 @@
         c =  """
            
            ?statement rdf:predicate ecrm:P126_employed .
+           ?production ecrm:P126_employed """
+        d = "<"+str(predicted)+"> ."
+
+        e = """
+
            ?statement silk:L18
            """
-        f = '"'+str(score) +'" .'
+        f = '"'+str(float(score.strip('%'))/100) +'"'+"^^xsd:float ."
         g = """
            ?activity a prov:Activity ;
            prov:AtTime "2021-02-10"^^xsd:dateTime;
@@ -67,17 +73,17 @@
            ?production ecrm:P108_has_produced ?object .
            ?object rdfs:comment ?text .
 
-           BIND(URI(REPLACE(CONCAT(STR(?object), "/image/material/"""
-        n = str(counter_pred)
+           BIND(URI(REPLACE(CONCAT("http://data.silknow.org", "/image/material/"""
+        n = str(uuid.uuid5(uuid.NAMESPACE_DNS, str(str(obj)+str(img)+str(predicted))))
         o = """"), "object", "prediction", "i")) AS ?statement)
-            BIND(URI(REPLACE(CONCAT(STR(?object), "/actor/luh-image-analysis/"""
+            BIND(URI(REPLACE(CONCAT("http://data.silknow.org", "/actor/luh-image-analysis/"""
         p = str(counter_act)
         r = """"), "object", "prediction", "i")) AS ?actor)
             BIND(URI(CONCAT(STR(?statement), "/generation")) AS ?activity)
             } """
 
 
-        q = a + b + c + f + g + x + y + j + k + l + m + n + o + p + r
+        q = a + b + c + d + e + f + g + x + y + j + k + l + m + n + o + p + r
         print(q.strip())