Add NAME_OF_FILE.py

Author: FlashMS

core/NAME_OF_FILE.py

@@ -0,0 +1,38 @@
+from dataclasses import dataclass
+from typing import Any, Dict, List, Callable
+from validator import Validator, ValidatorResult
+from provenance import ProvenanceRecord
+
+
+@dataclass
+class Capsule:
+    name: str
+    transform: Callable[[Dict[str, Any]], Any]
+    validators: List[Validator]
+
+    def run(self, intent_id: str, inputs: Dict[str, Any]) -> ProvenanceRecord:
+        """
+        v0.1 Capsule execution with provenance:
+        1. Run the transform
+        2. Run validators
+        3. Return a ProvenanceRecord
+        """
+        output = self.transform(inputs)
+
+        validation_results: List[Dict[str, Any]] = []
+        for v in self.validators:
+            result: ValidatorResult = v.run(inputs)
+            validation_results.append(
+                {
+                    "name": result.name,
+                    "passed": result.passed,
+                    "details": result.details,
+                }
+            )
+
+        return ProvenanceRecord(
+            intent_id=intent_id,
+            capsule=self.name,
+            output=output,
+            validations=validation_results,
+        )