Add entry point

Author: yelite

include/tvm/script/printer.h

@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+#ifndef TVM_SCRIPT_PRINTER_H_
+#define TVM_SCRIPT_PRINTER_H_
+
+#include <tvm/node/node.h>
+#include <tvm/node/object_path.h>
+
+namespace tvm {
+namespace script {
+
+/*!
+ * \brief Print IR graph as TVMScript code
+ *
+ * \param root_node The root node to print.
+ * \param ir_name The dispatch token of the target IR, e.g., "tir", "relax".
+ * \param ir_prefix The symbol name for TVMScript IR namespaces. For example, {"tir": "T"}.
+ * \param indent_spaces Number of spaces used for indentation
+ * \param print_line_numbers Whether to print line numbers
+ * \param num_context_lines Number of context lines to print around the underlined text
+ * \param path_to_underline Object path to be underlined
+ *
+ * \return the TVMScript code as string.
+ */
+String AsScript(                                      //
+    const ObjectRef& root_node,                       //
+    String ir_name,                                   //
+    Map<String, String> ir_prefix,                    //
+    int indent_spaces = 4,                            //
+    bool print_line_numbers = false,                  //
+    int num_context_lines = -1,                       //
+    Optional<ObjectPath> path_to_underline = NullOpt  //
+);
+
+}  // namespace script
+}  // namespace tvm
+
+#endif  // TVM_SCRIPT_PRINTER_H_

include/tvm/script/printer/doc.h

@@ -125,6 +125,12 @@ class ExprDoc : public Doc {
   ExprDoc() = default;
 
  public:
+  /*!
+   * \brief Create a doc representing index access on the current ExprDoc
+   * \param indices The indices to access.
+   */
+  ExprDoc operator[](Array<Doc> indices) const;
+
   TVM_DEFINE_NOTNULLABLE_OBJECT_REF_METHODS(ExprDoc, Doc, ExprDocNode);
 };
 

include/tvm/script/printer/ir_docsifier.h

@@ -182,6 +182,47 @@ class IRDocsifier : public ObjectRef {
   TVM_DEFINE_MUTABLE_NOTNULLABLE_OBJECT_REF_METHODS(IRDocsifier, ObjectRef, IRDocsifierNode);
 };
 
+/*!
+ * \brief A wrapper object to provide injection point for printer of each IR.
+ *
+ * For any IR node to be transformed by IRDocsifier, it will be wrapped by RootNodeContainer
+ * and be dispatched to the corresponding function first. This provides an injection point for
+ * each IR's printer implemention to add specialized logic, for example, pushing a special
+ * Frame to the IRDocsifier before doing any IR->Doc transformation.
+ *
+ * \code
+ * TVM_STATIC_IR_FUNCTOR(IRDocsifier, vtable)
+ *     .set_dispatch("relax", [](TracedObject<RootNodeContainer> obj, IRDocsifier p) {
+ *       const ObjectRef& root_node = obj.Get()->root_node;
+ *       // For example, relax printer can create a Frame specialized to Relax here
+ *       RelaxGeneralFrame frame;
+ *       auto ctx = p->WithFrame(frame);
+ *       // More specialized logic for your IR.
+ *       return p->AsDoc<Doc>(MakeTraced(root_node));
+ *     });
+ * \endcode
+ */
+class RootNodeContainerNode : public Object {
+ public:
+  /*! \brief The root node to print. */
+  ObjectRef root_node;
+
+  void VisitAttrs(tvm::AttrVisitor* v) { v->Visit("root_node", &root_node); }
+
+  static constexpr const char* _type_key = "script.printer.RootNodeContainer";
+  TVM_DECLARE_FINAL_OBJECT_INFO(RootNodeContainerNode, Object);
+};
+
+class RootNodeContainer : public ObjectRef {
+ public:
+  /*!
+   * \brief Constructor of RootNodeContainer.
+   * \param root_node The root node to print.
+   * */
+  explicit RootNodeContainer(ObjectRef root_node);
+  TVM_DEFINE_NOTNULLABLE_OBJECT_REF_METHODS(RootNodeContainer, ObjectRef, RootNodeContainerNode);
+};
+
 }  // namespace printer
 }  // namespace script
 }  // namespace tvm

python/tvm/script/__init__.py

@@ -19,3 +19,4 @@
 from . import tir
 
 from .parser import ir_module, from_source
+from .as_script import as_script

python/tvm/script/as_script.py

@@ -0,0 +1,45 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+"""
+This file contains the entry point of TVMScript Unified Printer.
+"""
+
+from typing import Dict, Optional
+
+from tvm.runtime.object_path import ObjectPath
+
+from . import _ffi_api
+
+
+def as_script(
+    root_node,
+    ir_name: str,
+    ir_prefix: Dict[str, str],
+    indent_spaces: int = 4,
+    print_line_numbers: bool = False,
+    num_context_lines: int = -1,
+    path_to_underline: Optional[ObjectPath] = None,
+) -> str:
+    return _ffi_api.AsScript(
+        root_node,
+        ir_name,
+        ir_prefix,
+        indent_spaces,
+        print_line_numbers,
+        num_context_lines,
+        path_to_underline,
+    )

python/tvm/script/printer/ir_docsifier.py

@@ -59,6 +59,21 @@ def _ensure_cleanup_function_registered():
         _CLEANUP_REGISTERED = True
 
 
+@register_object("script.printer.RootNodeContainer")
+class RootNodeContainer(Object):
+    """
+    A wrapper object to provide injection point for printer of each IR.
+
+    This class shouldn't be used directly. `IRDocsifier.set_root_dispatch`
+    should be used instead.
+    """
+
+    root_node: Object
+
+    def __init__(self, root_node: Object):
+        self.__init_handle_by_constructor__(_ffi_api.RootNodeContainer, root_node)  # type: ignore # pylint: disable=no-member
+
+
 @register_object("script.printer.IRDocsifier")
 class IRDocsifier(Object):
     """
@@ -91,7 +106,7 @@ def __init__(self, ir_prefix: Dict[str, str]):
     def set_dispatch(
         cls,
         node_type: Type[_TObject],
-        dispatch_function: Callable[[_TObject, "IRDocsifier"], Doc],
+        dispatch_function: Callable[[_TObject, ObjectPath, "IRDocsifier"], Doc],
         dispatch_token: str = "",
     ) -> None:
         """
@@ -101,7 +116,7 @@ def set_dispatch(
         ----------
         node_type : Type[_TObject]
             The type of object to dispatch on.
-        dispatch_function : Callable[[_TObject, "IRDocsifier"], Doc]
+        dispatch_function : Callable[[_TObject, ObjectPath, "IRDocsifier"], Doc]
             The dispatch function. It's called to transform IR node object to Doc.
         dispatch_token : str
             Function will only be called when this dispatch_token is the same as the one
@@ -119,6 +134,38 @@ def set_dispatch(
         )
         _REGISTERED_TYPES.add((dispatch_token, type_index))
 
+    @classmethod
+    def set_root_dispatch(
+        cls, dispatch_token: str, root_dispatch_function: Callable[[Object, "IRDocsifier"], Doc]
+    ) -> None:
+        """
+        Set the root dispatch function for an IR.
+
+        The root dispatch function will be called with the root node of an IR graph
+        that's being transformed to Doc. This provides an injection point for
+        each IR's printer implemention to add specialized logic, for example,
+        pushing a special Frame to the IRDocsifier before doing actual IR->Doc
+        transformation.
+
+        The simplest root dispatch function is
+        ```
+        def f(obj, ir_docsifier)
+            return ir_docsifier.as_doc(obj, ObjectPath.root())
+        ```
+
+        Parameters
+        ----------
+        root_dispatch_function : Callable[[_TObject, "IRDocsifier"], Doc]
+            The root dispatch function. It's called with the root node to be printed.
+        dispatch_token : str
+            The dispatch token of the IR that root_dispatch_funnction applies to.
+        """
+
+        def dispatch_function(obj: RootNodeContainer, _, ir_docsifier):
+            return root_dispatch_function(obj.root_node, ir_docsifier)
+
+        cls.set_dispatch(RootNodeContainer, dispatch_function, dispatch_token)
+
     def as_doc(self, obj: Object, object_path: ObjectPath) -> Doc:
         """
         Transform the input object into Doc.

src/script/printer.cc

@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+#include <tvm/runtime/registry.h>
+#include <tvm/script/printer.h>
+#include <tvm/script/printer/doc.h>
+#include <tvm/script/printer/doc_printer.h>
+#include <tvm/script/printer/frame.h>
+#include <tvm/script/printer/ir_docsifier.h>
+
+namespace tvm {
+namespace script {
+
+using namespace printer;
+
+String AsScript(                            //
+    const ObjectRef& root_node,             //
+    String ir_name,                         //
+    Map<String, String> ir_prefix,          //
+    int indent_spaces,                      //
+    bool print_line_numbers,                //
+    int num_context_lines,                  //
+    Optional<ObjectPath> path_to_underline  //
+) {
+  IRDocsifier ir_docsifier(ir_prefix);
+
+  auto dispatch_ctx = ir_docsifier->WithDispatchToken(ir_name);
+
+  Doc doc = ir_docsifier->AsDoc<Doc>(MakeTraced(RootNodeContainer(root_node)));
+
+  return DocToPythonScript(doc, indent_spaces, print_line_numbers, num_context_lines,
+                           path_to_underline);
+}
+
+TVM_REGISTER_GLOBAL("script.AsScript").set_body_typed(&AsScript);
+
+}  // namespace script
+}  // namespace tvm

src/script/printer/doc.cc

@@ -40,6 +40,8 @@ ExprDoc ExprDocNode::Call(Array<ExprDoc, void> args, Array<String, void> kwargs_
   return CallDoc(GetRef<ExprDoc>(this), args, kwargs_keys, kwargs_values);
 }
 
+ExprDoc ExprDoc::operator[](Array<Doc> indices) const { return (*get())[indices]; }
+
 StmtBlockDoc::StmtBlockDoc(Array<StmtDoc> stmts) {
   ObjectPtr<StmtBlockDocNode> n = make_object<StmtBlockDocNode>();
   n->stmts = stmts;

src/script/printer/ir_docsifier.cc

@@ -17,6 +17,7 @@
  * under the License.
  */
 #include <tvm/runtime/container/base.h>
+#include <tvm/runtime/logging.h>
 #include <tvm/runtime/registry.h>
 #include <tvm/script/printer/ir_docsifier.h>
 #include <tvm/script/printer/traced_object.h>
@@ -42,6 +43,31 @@ IRDocsifier::FType& IRDocsifier::vtable() {
   return inst;
 }
 
+RootNodeContainer::RootNodeContainer(ObjectRef root_node) {
+  auto n = make_object<RootNodeContainerNode>();
+  n->root_node = std::move(root_node);
+  data_ = std::move(n);
+}
+
+// Add a default dispatch for the RootNodeContainer to throw error.
+// To add implementation for a new IR, RootNodeContainer needs to be
+// registered under the dispatch token of that IR, like:
+// \code
+// TVM_STATIC_IR_FUNCTOR(IRDocsifier, vtable)
+//     .set_dispatch("relax", [](TracedObject<RootNodeContainer> obj, IRDocsifier p) {
+//       const ObjectRef& root_node = obj.Get()->root_node;
+//       \\ More specialized logic for your IR.
+//       return p->AsDoc<Doc>(MakeTraced(root_node));
+//     });
+// \endcode
+TVM_STATIC_IR_FUNCTOR(IRDocsifier, vtable)
+    .set_dispatch([](TracedObject<RootNodeContainer> obj, IRDocsifier p) -> Doc {
+      String top_dispatch_token = p->dispatch_tokens.back();
+      ICHECK_NE(top_dispatch_token, "");
+      ICHECK(false) << "Printing IR " << top_dispatch_token << " is not implemented.";
+      throw;
+    });
+
 TVM_REGISTER_NODE_TYPE(IRDocsifierNode);
 TVM_REGISTER_GLOBAL("script.printer.IRDocsifier").set_body_typed([](Map<String, String> ir_prefix) {
   return IRDocsifier(ir_prefix);
@@ -71,6 +97,12 @@ TVM_REGISTER_GLOBAL("script.printer.IRDocsifierRemoveDispatch")
     .set_body_typed([](String token, uint64_t type_index) {
       IRDocsifier::vtable().remove_dispatch(token, type_index);
     });
+
+TVM_REGISTER_NODE_TYPE(RootNodeContainerNode);
+TVM_REGISTER_GLOBAL("script.printer.RootNodeContainer").set_body_typed([](ObjectRef root_node) {
+  return RootNodeContainer(root_node);
+});
+
 }  // namespace printer
 }  // namespace script
 }  // namespace tvm

tests/python/unittest/test_tvmscript_printer_entry_point.py

@@ -0,0 +1,30 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+import pytest
+
+from tvm.error import TVMError
+from tvm.script import as_script
+from tvm.tir import FloatImm
+
+
+def test_as_script_unknown_ir():
+    ir_node = FloatImm("float32", 1.0)
+
+    with pytest.raises(TVMError) as e:
+        as_script(ir_node, "test_xyz", {})
+
+    assert "test_xyz" in str(e.value)