Spaces:
Runtime error
Runtime error
Create ontology_reasoner.py
Browse files- ontology_reasoner.py +75 -10
ontology_reasoner.py
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@@ -1,4 +1,7 @@
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import logging
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logger = logging.getLogger(__name__)
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@@ -11,20 +14,82 @@ except ImportError:
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class InfraOntology:
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def __init__(self, path="infra.owl"):
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self.available = OWLREADY_AVAILABLE
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if self.available:
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try:
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self.onto = get_ontology(path).load()
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self.available = False
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logger.warning("Ontology load failed, using mock")
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else:
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logger.info("Owlready2 not installed, ontology disabled")
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return {"inferred": [], "consistent": True}
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"""
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Owlready2 wrapper for a small infrastructure ontology.
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Provides classification and consistency checking.
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"""
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import logging
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logger = logging.getLogger(__name__)
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class InfraOntology:
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def __init__(self, path="infra.owl"):
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self.available = OWLREADY_AVAILABLE
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self.onto = None
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if self.available:
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try:
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self.onto = get_ontology(path).load()
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logger.info(f"Ontology loaded from {path}")
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except Exception as e:
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logger.warning(f"Failed to load ontology: {e}")
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self.available = False
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else:
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logger.info("Owlready2 not installed, ontology disabled")
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def classify(self, component_type: str) -> dict:
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"""
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Run reasoner and return inferred classes for a given component type.
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Returns dict with 'inferred' list and 'consistent' bool.
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"""
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if not self.available or self.onto is None:
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return {"inferred": [], "consistent": True}
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try:
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with self.onto:
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sync_reasoner()
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# Find all individuals of the given type (simplified)
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inferred = []
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# Example: if component_type == "server", get all Server instances
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if hasattr(self.onto, component_type.capitalize()):
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cls = getattr(self.onto, component_type.capitalize())
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inferred = [str(i) for i in cls.instances()]
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return {"inferred": inferred, "consistent": True}
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except Exception as e:
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logger.error(f"Reasoning error: {e}")
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return {"inferred": [], "consistent": False, "error": str(e)}"""
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Owlready2 wrapper for a small infrastructure ontology.
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Provides classification and consistency checking.
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"""
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import logging
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logger = logging.getLogger(__name__)
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try:
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from owlready2 import *
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OWLREADY_AVAILABLE = True
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except ImportError:
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OWLREADY_AVAILABLE = False
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class InfraOntology:
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def __init__(self, path="infra.owl"):
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self.available = OWLREADY_AVAILABLE
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self.onto = None
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if self.available:
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try:
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self.onto = get_ontology(path).load()
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logger.info(f"Ontology loaded from {path}")
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except Exception as e:
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logger.warning(f"Failed to load ontology: {e}")
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self.available = False
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else:
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logger.info("Owlready2 not installed, ontology disabled")
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def classify(self, component_type: str) -> dict:
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"""
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Run reasoner and return inferred classes for a given component type.
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Returns dict with 'inferred' list and 'consistent' bool.
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"""
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if not self.available or self.onto is None:
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return {"inferred": [], "consistent": True}
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try:
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with self.onto:
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sync_reasoner()
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# Find all individuals of the given type (simplified)
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inferred = []
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# Example: if component_type == "server", get all Server instances
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if hasattr(self.onto, component_type.capitalize()):
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cls = getattr(self.onto, component_type.capitalize())
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inferred = [str(i) for i in cls.instances()]
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return {"inferred": inferred, "consistent": True}
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except Exception as e:
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logger.error(f"Reasoning error: {e}")
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return {"inferred": [], "consistent": False, "error": str(e)}
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