Upload test_calculus_pipeline.py with huggingface_hub

test_calculus_pipeline.py

@@ -1,53 +1,53 @@
-import os
-import sys
-import time
-
-# Ensure root is in path
-PROJECT_ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__)))
-if PROJECT_ROOT not in sys.path:
-    sys.path.insert(0, PROJECT_ROOT)
-
-from services.core_engine.pipeline_streamer import run_neurosymbolic_pipeline_stream
-
-def test_hard_problem():
-    problem = "Evaluate the definite integral of x * e^x from x=0 to x=1."
-    steps = [
-        "Use integration by parts: integral u dv = uv - integral v du",
-        "Let u = x, so du = dx. Let dv = e^x dx, so v = e^x.",
-        "integral_0^1 x e^x dx = [x e^x]_0^1 - integral_0^1 e^x dx",
-        "= (1 * e^1 - 0 * e^0) - [e^x]_0^1",
-        "= e - (e^1 - e^0)",
-        "= e - e + 1 = 1"
-    ]
-    
-    print(f"Testing Problem: {problem}")
-    print("Dispatching to MVM2 Ensemble...")
-    
-    results = None
-    for partial_res in run_neurosymbolic_pipeline_stream(
-        problem=problem,
-        steps=steps,
-        model_name="MVM2 Ensemble"
-    ):
-        if partial_res["type"] == "partial":
-            agent = partial_res["agent_name"]
-            ans = partial_res["agent_result"].get("final_answer")
-            print(f" [OK] Agent {agent} produced answer: {ans}")
-        elif partial_res["type"] == "final":
-            results = partial_res
-
-    if results:
-        consensus = results.get("consensus", {})
-        print("\n" + "="*40)
-        print("FINAL VERIFICATION RESULT")
-        print("="*40)
-        print(f"Verdict:    {consensus.get('final_verdict')}")
-        print(f"Answer:     {consensus.get('verified_answer')}")
-        print(f"Score:      {consensus.get('overall_confidence'):.3f}")
-        print(f"Confidence: {consensus.get('overall_confidence', 0)*100:.1f}%")
-        print("="*40)
-    else:
-        print("Failed to get results from pipeline.")
-
-if __name__ == "__main__":
-    test_hard_problem()
+import os
+import sys
+import time
+
+# Ensure root is in path
+PROJECT_ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__)))
+if PROJECT_ROOT not in sys.path:
+    sys.path.insert(0, PROJECT_ROOT)
+
+from services.core_engine.pipeline_streamer import run_neurosymbolic_pipeline_stream
+
+def test_hard_problem():
+    problem = "Evaluate the definite integral of x * e^x from x=0 to x=1."
+    steps = [
+        "Use integration by parts: integral u dv = uv - integral v du",
+        "Let u = x, so du = dx. Let dv = e^x dx, so v = e^x.",
+        "integral_0^1 x e^x dx = [x e^x]_0^1 - integral_0^1 e^x dx",
+        "= (1 * e^1 - 0 * e^0) - [e^x]_0^1",
+        "= e - (e^1 - e^0)",
+        "= e - e + 1 = 1"
+    ]
+    
+    print(f"Testing Problem: {problem}")
+    print("Dispatching to MVM2 Ensemble...")
+    
+    results = None
+    for partial_res in run_neurosymbolic_pipeline_stream(
+        problem=problem,
+        steps=steps,
+        model_name="MVM2 Ensemble"
+    ):
+        if partial_res["type"] == "partial":
+            agent = partial_res["agent_name"]
+            ans = partial_res["agent_result"].get("final_answer")
+            print(f" [OK] Agent {agent} produced answer: {ans}")
+        elif partial_res["type"] == "final":
+            results = partial_res
+
+    if results:
+        consensus = results.get("consensus", {})
+        print("\n" + "="*40)
+        print("FINAL VERIFICATION RESULT")
+        print("="*40)
+        print(f"Verdict:    {consensus.get('final_verdict')}")
+        print(f"Answer:     {consensus.get('verified_answer')}")
+        print(f"Score:      {consensus.get('overall_confidence'):.3f}")
+        print(f"Confidence: {consensus.get('overall_confidence', 0)*100:.1f}%")
+        print("="*40)
+    else:
+        print("Failed to get results from pipeline.")
+
+if __name__ == "__main__":
+    test_hard_problem()