update poetry lock; add llm feedback

pantograph/gen_tactic.py

@@ -1,4 +1,4 @@
-from pantograph.server import Server
+from pantograph.server import Server, ServerError
 from pantograph.expr import Variable, Goal, TacticCalc
 import  unittest
 import sglang as sgl
@@ -16,22 +16,36 @@ def multi_turn_question(s, question_1, question_2):
 
 
 @sgl.function
-def select_tactic(s, state):
+def select_tactic(s, server, state, goal_id, n_tries = 5):
+    
     s += sgl.system("You are an expert in Lean. Choose the next one tactic to run given the current proof state and goals.")
     s += sgl.user("The current proof state: GoalState(state_id=0, goals=[Goal(variables=[], target='∀ (a b: Nat), (b = 2) -> 1 + a + 1 = a + b', name=None, is_conversion=False)])")
     s += sgl.assistant("```intros a b h```")
     s += sgl.user("The current proof state: GoalState(state_id=1, goals=[Goal(variables=[Variable(t='Nat', v=None, name='a'), Variable(t='Nat', v=None, name='b'), Variable(t='b = 2', v=None, name='h')], target='1 + a + 1 = a + b', name=None, is_conversion=False)])")
     s += sgl.assistant('TacticCalc("1 + a + 1 = a + 1 + 1")')
     s += sgl.user("The current proof state: " + str(state))
-    with s.copy() as tmp:
+    for i in range(n_tries):
-        tmp += sgl.assistant(sgl.gen("tactic", max_tokens=64))
+        with s.copy() as tmp:
-        print("==tmp===")
+            tmp += sgl.assistant(sgl.gen("tactic", max_tokens=64))
-        print(tmp["tactic"])
+            print("==tmp===")
-        tactic = extract_code_from_llm_output(tmp["tactic"])
+            print(tmp["tactic"])
-    s += sgl.assistant("```"+tactic+"```")
+            tactic = extract_code_from_llm_output(tmp["tactic"])
-    return tactic
+        s += sgl.assistant("```"+tactic+"```")
+        success, new_state = apply_tactic(server, state, goal_id, tactic)
+        if not success:
+            with s.user():
+                s += "This answer got Lean compile error:\n" + str(new_state) + "\n"
+                s += "Please try again by taking the Lean compiler feedback."
             
+        else:
+            return new_state
 
+def apply_tactic(server, state, goal_id, tactic):
+    try:
+        new_state = server.goal_tactic(state, goal_id=goal_id, tactic=tactic)
+    except ServerError as e:
+        return False, e
+    return True, new_state
     
 def extract_code_from_llm_output(reply):
     i = reply.find("```lean")
@@ -51,6 +65,7 @@ def extract_code_from_llm_output(reply):
 class TestServerSGL(unittest.TestCase):
 
     def test_conv_calc_sgl(self):
+        n_trails = 5
         sgl.set_default_backend(sgl.OpenAI("gpt-4"))
 
         server = Server()
@@ -80,14 +95,21 @@ class TestServerSGL(unittest.TestCase):
                 target="a + 1 + 1 = a + b",
             ),
         ])
-        state = select_tactic.run(str(state2))
+        state3 = None
-        tactic = state.ret_value
+        for i in range(n_trails):
-        for m in state.messages():
+            print(f"===============trail {str(i)}============")
-            print(m["role"], ":", m["content"])
+            try:
+                state = select_tactic.run(server, state2, goal_id = 1)
+                state3 = state.ret_value
+                for m in state.messages():
+                    print(m["role"], ":", m["content"])
 
-        print("\n-- tactic --\n", tactic)
+                print("\n-- new state --\n", state3)
+                
+            except ServerError as e:
+                print(f"server error: {e}")
+                continue
 
-        state3 = server.goal_tactic(state2, goal_id=1, tactic=tactic)
         print("==========state3============")
         print(state3)
         # state4 = server.goal_tactic(state3, goal_id=0, tactic="rw [Nat.add_assoc]")
@@ -119,19 +141,19 @@ class TestServerSGL(unittest.TestCase):
         # print()
 
 
-    def test_sglang_openai(self):
+    # def test_sglang_openai(self):
-        sgl.set_default_backend(sgl.OpenAI("gpt-4"))
+    #     sgl.set_default_backend(sgl.OpenAI("gpt-4"))
 
-        print('\n----- Test sglang ---')
+    #     print('\n----- Test sglang ---')
-        state = multi_turn_question.run(
+    #     state = multi_turn_question.run(
-            question_1="What is the capital of the United States?",
+    #         question_1="What is the capital of the United States?",
-            question_2="List two local attractions.",
+    #         question_2="List two local attractions.",
-        )
+    #     )
 
-        for m in state.messages():
+    #     for m in state.messages():
-            print(m["role"], ":", m["content"])
+    #         print(m["role"], ":", m["content"])
 
-        print("\n-- answer_1 --\n", state["answer_1"])
+    #     print("\n-- answer_1 --\n", state["answer_1"])
 
    
 if __name__ == '__main__':

poetry.lock

@@ -1,10 +1,15 @@
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+
 [[package]]
 name = "pexpect"
 version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
-category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"},
+    {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"},
+]
 
 [package.dependencies]
 ptyprocess = ">=0.5"
@@ -13,15 +18,14 @@ ptyprocess = ">=0.5"
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
-category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
+    {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"},
+]
 
 [metadata]
-lock-version = "1.1"
+lock-version = "2.0"
 python-versions = "^3.10"
 content-hash = "54cb66612c110a515f024e54d2b2a0af54ffcbe06602ad7f4ea6a446699d419a"
-
-[metadata.files]
-pexpect = []
-ptyprocess = []