Merge pull request #62 from AGhafaryy/AGhafaryy-patch-1

Create test_graph_schema_extraction.py

nodestream/schema/printers/__init__.py

@@ -1,10 +1,12 @@
 from .graphql_schema_printer import GraphQLSchemaPrinter
+from .graph_schema_extraction import LargeLanguageModelSchemaPrinter
 from .plain_text_schema_printer import PlainTestSchemaPrinter
 from .schema_printer import SCHEMA_PRINTER_SUBCLASS_REGISTRY, SchemaPrinter
 
 __all__ = (
     "SchemaPrinter",
     "GraphQLSchemaPrinter",
+    "LargeLanguageModelSchemaPrinter",
     "PlainTestSchemaPrinter",
     "SCHEMA_PRINTER_SUBCLASS_REGISTRY",
 )

nodestream/schema/printers/graph_schema_extraction.py

@@ -0,0 +1,33 @@
+from .schema_printer import SchemaPrinter
+from collections import defaultdict
+
+class LargeLanguageModelSchemaPrinter(SchemaPrinter, alias="genaillm"):
+    def return_nodes_props(self, schema):
+        return {
+            str(node_shape.object_type): node_shape.property_names()
+            for node_shape in schema.known_node_types()
+        }
+
+    def return_rels_props(self, schema):
+        return {
+            str(rel_shape.object_type): rel_shape.property_names()
+            for rel_shape in schema.known_relationship_types()
+        }
+
+    def return_rels(self, schema):
+        rels = defaultdict(list)
+        for elem in schema.relationships:
+            from_node = elem.from_object_type
+            to_node = elem.to_object_type
+            rel_name = elem.relationship_type
+            rels[str(from_node)] = defaultdict(list)
+            rels[str(from_node)][str(rel_name)].append(str(to_node))
+        return rels
+
+     def print_schema_to_string(self, schema: GraphSchema) -> str:
+            representation = str(self.return_nodes_props(schema))
+            representation += ". "
+            representation += str(self.return_rels_props(schema))
+            representation += ". "
+            representation += str(self.return_rels(schema))
+            return representation

nodestream/schema/schema.py

@@ -162,6 +162,10 @@ def include(self, other: "GraphObjectShape"):
 
         self.properties.update(other.properties)
 
+    def property_names(self):
+        all_props = self.properties.properties
+        return  [all_props[prop].name for prop in all_props.keys()]
+
     def resolve_types(self, shapes: Iterable["GraphObjectShape"]):
         if object_type := self.object_type.resolve_type(shapes):
             self.object_type = object_type

tests/unit/schema/printers/test_graph_schema_extraction.py

@@ -0,0 +1,29 @@
+from collections import defaultdict
+from hamcrest import assert_that, equal_to
+
+from nodestream.schema.printers.graph_schema_extraction import LargeLanguageModelSchemaPrinter  
+
+EXPECTED_NODE_PROPS = {'Person': ['name', 'age'], 'Organization': ['name', 'industry']}
+EXPECTED_RELS = defaultdict(list, {'Person': defaultdict(list, {'BEST_FRIEND_OF': ['Person']}), 'Organization': defaultdict(list, {'HAS_EMPLOYEE': ['Person']})})
+EXPECTED_RELS_PROPS = {'BEST_FRIEND_OF': ['since'], 'HAS_EMPLOYEE': ['since']}
+EXPECTED_PRINTED_SCHEMA = "{'Person': ['name', 'age'], 'Organization': ['name', 'industry']}. {'BEST_FRIEND_OF': ['since'], 'HAS_EMPLOYEE': ['since']}. defaultdict(<class 'list'>, {'Person': defaultdict(<class 'list'>, {'BEST_FRIEND_OF': ['Person']}), 'Organization': defaultdict(<class 'list'>, {'HAS_EMPLOYEE': ['Person']})})"
+
+def test_outputs_schema_correctly(basic_schema):
+    printer = LargeLanguageModelSchemaPrinter()
+    output = printer.print_schema_to_string(basic_schema)
+    assert_that(output, equal_to(str(EXPECTED_PRINTED_SCHEMA)))
+
+def test_ensure_nodes_props(basic_schema):
+    subject = LargeLanguageModelSchemaPrinter()
+    result = subject.return_nodes_props(basic_schema)
+    assert_that(result, equal_to(EXPECTED_NODE_PROPS))
+
+def test_ensure_rels(basic_schema):
+    subject = LargeLanguageModelSchemaPrinter()
+    result = subject.return_rels(basic_schema)
+    assert_that(result, equal_to(EXPECTED_RELS))
+
+def test_ensure_rels_props(basic_schema):
+    subject = LargeLanguageModelSchemaPrinter()
+    result = subject.return_rels_props(basic_schema)
+    assert_that(result, equal_to(EXPECTED_RELS_PROPS))