rewrite: run function frames in vm.analyze_all_defs() and vm.infer_stub().

rchen152 · rchen152 · commit cc5b862ae865 · 2024-02-12T19:26:51.000-08:00
analyze_all_defs() runs all functions it can find. infer_stub() runs only the
ones needed to infer module-level types. (We eventually need to handle things
like a function creating a nested function and returning it, but we can figure
that out later.)

PiperOrigin-RevId: 605779001
diff --git a/pytype/rewrite/vm.py b/pytype/rewrite/vm.py
@@ -18,25 +18,40 @@ def __init__(
   ):
     self._code = code
     self._initial_globals = initial_globals
+    self._module_frame: frame.Frame = None
 
-  def _run(self):
-    module_frame = frame.Frame(
+  def _run_module(self) -> None:
+    assert not self._module_frame
+    self._module_frame = frame.Frame(
         name='__main__',
         code=self._code,
         initial_locals=self._initial_globals,
         initial_globals=self._initial_globals,
     )
-    module_frame.run()
-    return module_frame
+    self._module_frame.run()
+
+  def _run_function(self, func: abstract.Function) -> frame.Frame:
+    assert self._module_frame
+    func_frame = frame.Frame(
+        name=func.name,
+        code=func.code,
+        initial_locals={},
+        initial_globals=self._module_frame.final_locals,
+    )
+    func_frame.run()
+    return func_frame
 
   def analyze_all_defs(self):
-    module_frame = self._run()
-    for func in module_frame.functions:
-      del func
-      raise NotImplementedError('Function analysis not implemented yet')
+    self._run_module()
+    functions = list(self._module_frame.functions)
+    while functions:
+      func = functions.pop(0)
+      func_frame = self._run_function(func)
+      functions.extend(func_frame.functions)
 
   def infer_stub(self):
-    module_frame = self._run()
-    for name, var in module_frame.final_locals:
-      del name, var
-      raise NotImplementedError('Pytd generation not implemented yet')
+    self._run_module()
+    for var in self._module_frame.final_locals.values():
+      for value in var.values:
+        if isinstance(value, abstract.Function):
+          self._run_function(value)
diff --git a/pytype/rewrite/vm_test.py b/pytype/rewrite/vm_test.py
@@ -1,4 +1,4 @@
-from typing import cast
+from typing import Type, TypeVar
 
 from pytype.pyc import opcodes
 from pytype.rewrite import abstract
@@ -7,19 +7,28 @@
 
 import unittest
 
+_T = TypeVar('_T')
+
 
 def _make_vm(src: str) -> vm_lib.VirtualMachine:
   return vm_lib.VirtualMachine(test_utils.parse(src), {})
 
 
+def _get(typ: Type[_T], var) -> _T:
+  v = var.get_atomic_value()
+  assert isinstance(v, typ)
+  return v
+
+
 class VmTest(unittest.TestCase):
 
   def test_run_module_frame(self):
     block = [opcodes.LOAD_CONST(0, 0, 0, None), opcodes.RETURN_VALUE(0, 0)]
     code = test_utils.FakeOrderedCode([block], [None])
     vm = vm_lib.VirtualMachine(code.Seal(), {})
-    module_frame = vm._run()
-    self.assertIsNotNone(module_frame)
+    self.assertIsNone(vm._module_frame)
+    vm._run_module()
+    self.assertIsNotNone(vm._module_frame)
 
   def test_globals(self):
     vm = _make_vm("""
@@ -33,18 +42,58 @@ def g():
         g()
       f()
     """)
-    module_frame = vm._run()
+    vm._run_module()
 
     def get_const(var):
-      return cast(abstract.PythonConstant, var.get_atomic_value()).constant
+      return _get(abstract.PythonConstant, var).constant
 
-    x = get_const(module_frame.load_global('x'))
-    y = get_const(module_frame.load_global('y'))
-    z = get_const(module_frame.load_global('z'))
+    x = get_const(vm._module_frame.load_global('x'))
+    y = get_const(vm._module_frame.load_global('y'))
+    z = get_const(vm._module_frame.load_global('z'))
     self.assertEqual(x, 42)
     self.assertIsNone(y)
     self.assertEqual(z, 42)
 
+  def test_analyze_functions(self):
+    # Just make sure this doesn't crash.
+    vm = _make_vm("""
+      def f():
+        def g():
+          pass
+    """)
+    vm.analyze_all_defs()
+
+  def test_infer_stub(self):
+    # Just make sure this doesn't crash.
+    vm = _make_vm("""
+      def f():
+        def g():
+          pass
+    """)
+    vm.infer_stub()
+
+  def test_run_function(self):
+    vm = _make_vm("""
+      x = None
+
+      def f():
+        global x
+        x = 42
+
+      def g():
+        y = x
+    """)
+    vm._run_module()
+    f = _get(abstract.Function, vm._module_frame.final_locals['f'])
+    g = _get(abstract.Function, vm._module_frame.final_locals['g'])
+    f_frame = vm._run_function(f)
+    g_frame = vm._run_function(g)
+
+    self.assertEqual(f_frame.load_global('x').get_atomic_value(),
+                     abstract.PythonConstant(42))
+    self.assertEqual(g_frame.load_local('y').get_atomic_value(),
+                     abstract.PythonConstant(None))
+
 
 if __name__ == '__main__':
   unittest.main()
